warning: commands will be executed using /bin/sh
job 1308 at Fri Jun 14 03:38:00 2013
FileBase	/isis3/andresg/Bud/buddy140_060813_reo/buddy140_060813_reo
ElecNo	13
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 1206035 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 402011 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 21173 members 
Mstep: Class 3 contains 21110 members 
Mstep: Class 4 contains 21280 members 
Mstep: Class 5 contains 21137 members 
Mstep: Class 6 contains 21349 members 
Mstep: Class 7 contains 20869 members 
Mstep: Class 8 contains 20972 members 
Mstep: Class 9 contains 21277 members 
Mstep: Class 10 contains 21109 members 
Mstep: Class 11 contains 21361 members 
Mstep: Class 12 contains 20914 members 
Mstep: Class 13 contains 21072 members 
Mstep: Class 14 contains 21120 members 
Mstep: Class 15 contains 21184 members 
Mstep: Class 16 contains 21194 members 
Mstep: Class 17 contains 21234 members 
Mstep: Class 18 contains 21222 members 
Mstep: Class 19 contains 21004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 693.527344 but Gain 2096.937500
Score: -46021920.000000 Penalty: 37744.886719
Iteration 0F: 19 clusters Score -4.602192e+07 nChanged 378590
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 17119 members 
Mstep: Class 3 contains 44997 members 
Mstep: Class 4 contains 14971 members 
Mstep: Class 5 contains 11284 members 
Mstep: Class 6 contains 22974 members 
Mstep: Class 7 contains 14580 members 
Mstep: Class 8 contains 13377 members 
Mstep: Class 9 contains 44819 members 
Mstep: Class 10 contains 13619 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 25585 members 
Mstep: Class 14 contains 36960 members 
Mstep: Class 15 contains 24296 members 
Mstep: Class 16 contains 12846 members 
Mstep: Class 17 contains 23805 members 
Mstep: Class 18 contains 31246 members 
Mstep: Class 19 contains 22126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47152052.000000 Penalty: 37744.886719
Iteration 1F: 19 clusters Score -4.715205e+07 nChanged 175466
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 23079 members 
Mstep: Class 3 contains 73760 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 10952 members 
Mstep: Class 6 contains 22785 members 
Mstep: Class 7 contains 8427 members 
Mstep: Class 8 contains 13157 members 
Mstep: Class 9 contains 62727 members 
Mstep: Class 10 contains 12403 members 
Mstep: Class 11 contains 6086 members 
Mstep: Class 12 contains 20174 members 
Mstep: Class 14 contains 33331 members 
Mstep: Class 15 contains 15998 members 
Mstep: Class 16 contains 7206 members 
Mstep: Class 17 contains 22374 members 
Mstep: Class 18 contains 28925 members 
Mstep: Class 19 contains 19157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47606792.000000 Penalty: 37744.886719
Iteration 2F: 19 clusters Score -4.760679e+07 nChanged 122155
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 38776 members 
Mstep: Class 3 contains 89831 members 
Mstep: Class 4 contains 6377 members 
Mstep: Class 5 contains 13919 members 
Mstep: Class 6 contains 16057 members 
Mstep: Class 7 contains 3881 members 
Mstep: Class 8 contains 13896 members 
Mstep: Class 9 contains 67321 members 
Mstep: Class 10 contains 18683 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 21125 members 
Mstep: Class 14 contains 31385 members 
Mstep: Class 15 contains 9812 members 
Mstep: Class 16 contains 4763 members 
Mstep: Class 17 contains 17891 members 
Mstep: Class 18 contains 19816 members 
Mstep: Class 19 contains 17044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47832320.000000 Penalty: 37744.886719
Iteration 3F: 19 clusters Score -4.783232e+07 nChanged 85648
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 49932 members 
Mstep: Class 3 contains 94088 members 
Mstep: Class 4 contains 5172 members 
Mstep: Class 5 contains 19087 members 
Mstep: Class 6 contains 9477 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 10884 members 
Mstep: Class 9 contains 65537 members 
Mstep: Class 10 contains 27831 members 
Mstep: Class 11 contains 5388 members 
Mstep: Class 12 contains 21003 members 
Mstep: Class 14 contains 31984 members 
Mstep: Class 15 contains 7851 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 12428 members 
Mstep: Class 18 contains 15101 members 
Mstep: Class 19 contains 16302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47933660.000000 Penalty: 37744.886719
Iteration 4F: 19 clusters Score -4.793366e+07 nChanged 57488
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 55768 members 
Mstep: Class 3 contains 93141 members 
Mstep: Class 4 contains 4967 members 
Mstep: Class 5 contains 21587 members 
Mstep: Class 6 contains 5463 members 
Mstep: Class 7 contains 2011 members 
Mstep: Class 8 contains 7670 members 
Mstep: Class 9 contains 63209 members 
Mstep: Class 10 contains 35547 members 
Mstep: Class 11 contains 5337 members 
Mstep: Class 12 contains 19753 members 
Mstep: Class 14 contains 32889 members 
Mstep: Class 15 contains 7680 members 
Mstep: Class 16 contains 2910 members 
Mstep: Class 17 contains 8756 members 
Mstep: Class 18 contains 14157 members 
Mstep: Class 19 contains 17838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47992412.000000 Penalty: 37744.886719
Iteration 5F: 19 clusters Score -4.799241e+07 nChanged 40779
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 58889 members 
Mstep: Class 3 contains 89751 members 
Mstep: Class 4 contains 5131 members 
Mstep: Class 5 contains 22337 members 
Mstep: Class 6 contains 3371 members 
Mstep: Class 7 contains 1888 members 
Mstep: Class 8 contains 6293 members 
Mstep: Class 9 contains 62202 members 
Mstep: Class 10 contains 40157 members 
Mstep: Class 11 contains 5195 members 
Mstep: Class 12 contains 18461 members 
Mstep: Class 14 contains 33189 members 
Mstep: Class 15 contains 7900 members 
Mstep: Class 16 contains 2591 members 
Mstep: Class 17 contains 6852 members 
Mstep: Class 18 contains 14356 members 
Mstep: Class 19 contains 20276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48034720.000000 Penalty: 37744.886719
Iteration 6F: 19 clusters Score -4.803472e+07 nChanged 30554
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 60516 members 
Mstep: Class 3 contains 86034 members 
Mstep: Class 4 contains 5179 members 
Mstep: Class 5 contains 22526 members 
Mstep: Class 6 contains 2260 members 
Mstep: Class 7 contains 1862 members 
Mstep: Class 8 contains 5514 members 
Mstep: Class 9 contains 62664 members 
Mstep: Class 10 contains 42631 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 17650 members 
Mstep: Class 14 contains 32779 members 
Mstep: Class 15 contains 8078 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 6001 members 
Mstep: Class 18 contains 14975 members 
Mstep: Class 19 contains 22492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48060552.000000 Penalty: 37744.886719
Iteration 7F: 19 clusters Score -4.806055e+07 nChanged 22750
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 61647 members 
Mstep: Class 3 contains 82439 members 
Mstep: Class 4 contains 5189 members 
Mstep: Class 5 contains 22466 members 
Mstep: Class 6 contains 1643 members 
Mstep: Class 7 contains 1861 members 
Mstep: Class 8 contains 5102 members 
Mstep: Class 9 contains 63310 members 
Mstep: Class 10 contains 44581 members 
Mstep: Class 11 contains 4819 members 
Mstep: Class 12 contains 17133 members 
Mstep: Class 14 contains 32051 members 
Mstep: Class 15 contains 8206 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 5597 members 
Mstep: Class 18 contains 15515 members 
Mstep: Class 19 contains 24451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1911.597412 but Gain 2096.937500
Score: -48076256.000000 Penalty: 35647.949219
Iteration 8F: 18 clusters Score -4.807626e+07 nChanged 18521
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 62543 members 
Mstep: Class 3 contains 79701 members 
Mstep: Class 4 contains 5191 members 
Mstep: Class 5 contains 22295 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 5012 members 
Mstep: Class 9 contains 64306 members 
Mstep: Class 10 contains 45981 members 
Mstep: Class 11 contains 4782 members 
Mstep: Class 12 contains 16686 members 
Mstep: Class 14 contains 31253 members 
Mstep: Class 15 contains 8414 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 5752 members 
Mstep: Class 18 contains 15861 members 
Mstep: Class 19 contains 26210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48089360.000000 Penalty: 35647.949219
Iteration 9Q: 18 clusters Score -4.808936e+07 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 62984 members 
Mstep: Class 3 contains 76905 members 
Mstep: Class 4 contains 5170 members 
Mstep: Class 5 contains 22061 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 5160 members 
Mstep: Class 9 contains 65147 members 
Mstep: Class 10 contains 46961 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 16121 members 
Mstep: Class 14 contains 30413 members 
Mstep: Class 15 contains 8500 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 5922 members 
Mstep: Class 18 contains 16089 members 
Mstep: Class 19 contains 27797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48098648.000000 Penalty: 35647.949219
Iteration 10Q: 18 clusters Score -4.809865e+07 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 63338 members 
Mstep: Class 3 contains 74569 members 
Mstep: Class 4 contains 5123 members 
Mstep: Class 5 contains 21804 members 
Mstep: Class 7 contains 2111 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 65855 members 
Mstep: Class 10 contains 47602 members 
Mstep: Class 11 contains 4460 members 
Mstep: Class 12 contains 15481 members 
Mstep: Class 14 contains 29604 members 
Mstep: Class 15 contains 8569 members 
Mstep: Class 16 contains 2677 members 
Mstep: Class 17 contains 6158 members 
Mstep: Class 18 contains 16332 members 
Mstep: Class 19 contains 29364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48105868.000000 Penalty: 35647.949219
Iteration 11Q: 18 clusters Score -4.810587e+07 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 63563 members 
Mstep: Class 3 contains 72906 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 5 contains 21546 members 
Mstep: Class 7 contains 2331 members 
Mstep: Class 8 contains 5390 members 
Mstep: Class 9 contains 66243 members 
Mstep: Class 10 contains 48013 members 
Mstep: Class 11 contains 4359 members 
Mstep: Class 12 contains 14843 members 
Mstep: Class 14 contains 28804 members 
Mstep: Class 15 contains 8704 members 
Mstep: Class 16 contains 2695 members 
Mstep: Class 17 contains 6420 members 
Mstep: Class 18 contains 16531 members 
Mstep: Class 19 contains 30823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48111608.000000 Penalty: 35647.949219
Iteration 12Q: 18 clusters Score -4.811161e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 63649 members 
Mstep: Class 3 contains 71750 members 
Mstep: Class 4 contains 5113 members 
Mstep: Class 5 contains 21280 members 
Mstep: Class 7 contains 2459 members 
Mstep: Class 8 contains 5461 members 
Mstep: Class 9 contains 66343 members 
Mstep: Class 10 contains 48221 members 
Mstep: Class 11 contains 4340 members 
Mstep: Class 12 contains 14374 members 
Mstep: Class 14 contains 28066 members 
Mstep: Class 15 contains 8846 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 6621 members 
Mstep: Class 18 contains 16686 members 
Mstep: Class 19 contains 32252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48115716.000000 Penalty: 35647.949219
Iteration 13Q: 18 clusters Score -4.811572e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 63678 members 
Mstep: Class 3 contains 70973 members 
Mstep: Class 4 contains 5151 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 5514 members 
Mstep: Class 9 contains 66271 members 
Mstep: Class 10 contains 48312 members 
Mstep: Class 11 contains 4339 members 
Mstep: Class 12 contains 14057 members 
Mstep: Class 14 contains 27344 members 
Mstep: Class 15 contains 9011 members 
Mstep: Class 16 contains 2710 members 
Mstep: Class 17 contains 6782 members 
Mstep: Class 18 contains 16792 members 
Mstep: Class 19 contains 33563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48118360.000000 Penalty: 35647.949219
Iteration 14Q: 18 clusters Score -4.811836e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 63606 members 
Mstep: Class 3 contains 70662 members 
Mstep: Class 4 contains 5197 members 
Mstep: Class 5 contains 20809 members 
Mstep: Class 7 contains 2558 members 
Mstep: Class 8 contains 5565 members 
Mstep: Class 9 contains 65919 members 
Mstep: Class 10 contains 48358 members 
Mstep: Class 11 contains 4338 members 
Mstep: Class 12 contains 13871 members 
Mstep: Class 14 contains 26600 members 
Mstep: Class 15 contains 9162 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 6943 members 
Mstep: Class 18 contains 16847 members 
Mstep: Class 19 contains 34855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48120576.000000 Penalty: 35647.949219
Iteration 15Q: 18 clusters Score -4.812058e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 63515 members 
Mstep: Class 3 contains 70571 members 
Mstep: Class 4 contains 5304 members 
Mstep: Class 5 contains 20573 members 
Mstep: Class 7 contains 2584 members 
Mstep: Class 8 contains 5610 members 
Mstep: Class 9 contains 65446 members 
Mstep: Class 10 contains 48352 members 
Mstep: Class 11 contains 4352 members 
Mstep: Class 12 contains 13693 members 
Mstep: Class 14 contains 25880 members 
Mstep: Class 15 contains 9306 members 
Mstep: Class 16 contains 2704 members 
Mstep: Class 17 contains 7100 members 
Mstep: Class 18 contains 16892 members 
Mstep: Class 19 contains 36065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48122552.000000 Penalty: 35647.949219
Iteration 16Q: 18 clusters Score -4.812255e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 63505 members 
Mstep: Class 3 contains 70591 members 
Mstep: Class 4 contains 5438 members 
Mstep: Class 5 contains 20362 members 
Mstep: Class 7 contains 2599 members 
Mstep: Class 8 contains 5669 members 
Mstep: Class 9 contains 64805 members 
Mstep: Class 10 contains 48277 members 
Mstep: Class 11 contains 4358 members 
Mstep: Class 12 contains 13511 members 
Mstep: Class 14 contains 25166 members 
Mstep: Class 15 contains 9454 members 
Mstep: Class 16 contains 2676 members 
Mstep: Class 17 contains 7236 members 
Mstep: Class 18 contains 16927 members 
Mstep: Class 19 contains 37340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48124620.000000 Penalty: 35647.949219
Iteration 17Q: 18 clusters Score -4.812462e+07 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 63513 members 
Mstep: Class 3 contains 70721 members 
Mstep: Class 4 contains 5634 members 
Mstep: Class 5 contains 20179 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 64026 members 
Mstep: Class 10 contains 48148 members 
Mstep: Class 11 contains 4361 members 
Mstep: Class 12 contains 13345 members 
Mstep: Class 14 contains 24481 members 
Mstep: Class 15 contains 9584 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 7368 members 
Mstep: Class 18 contains 16917 members 
Mstep: Class 19 contains 38649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48126624.000000 Penalty: 35647.949219
Iteration 18Q: 18 clusters Score -4.812662e+07 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 63506 members 
Mstep: Class 3 contains 70876 members 
Mstep: Class 4 contains 5917 members 
Mstep: Class 5 contains 20003 members 
Mstep: Class 7 contains 2600 members 
Mstep: Class 8 contains 5780 members 
Mstep: Class 9 contains 63138 members 
Mstep: Class 10 contains 48020 members 
Mstep: Class 11 contains 4367 members 
Mstep: Class 12 contains 13170 members 
Mstep: Class 14 contains 23818 members 
Mstep: Class 15 contains 9662 members 
Mstep: Class 16 contains 2634 members 
Mstep: Class 17 contains 7484 members 
Mstep: Class 18 contains 16908 members 
Mstep: Class 19 contains 40032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48128416.000000 Penalty: 35647.949219
Iteration 19Q: 18 clusters Score -4.812842e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 63478 members 
Mstep: Class 3 contains 71015 members 
Mstep: Class 4 contains 6185 members 
Mstep: Class 5 contains 19863 members 
Mstep: Class 7 contains 2598 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 62224 members 
Mstep: Class 10 contains 47830 members 
Mstep: Class 11 contains 4371 members 
Mstep: Class 12 contains 13058 members 
Mstep: Class 14 contains 23191 members 
Mstep: Class 15 contains 9734 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 7574 members 
Mstep: Class 18 contains 16868 members 
Mstep: Class 19 contains 41451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48130224.000000 Penalty: 35647.949219
Iteration 20F: 18 clusters Score -4.813022e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 63486 members 
Mstep: Class 3 contains 71156 members 
Mstep: Class 4 contains 6611 members 
Mstep: Class 5 contains 19746 members 
Mstep: Class 7 contains 2678 members 
Mstep: Class 8 contains 5891 members 
Mstep: Class 9 contains 61259 members 
Mstep: Class 10 contains 47548 members 
Mstep: Class 11 contains 4377 members 
Mstep: Class 12 contains 12794 members 
Mstep: Class 14 contains 22553 members 
Mstep: Class 15 contains 9834 members 
Mstep: Class 16 contains 2674 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 16801 members 
Mstep: Class 19 contains 42820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48132356.000000 Penalty: 35647.949219
Iteration 21Q: 18 clusters Score -4.813236e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 63423 members 
Mstep: Class 3 contains 71300 members 
Mstep: Class 4 contains 7001 members 
Mstep: Class 5 contains 19651 members 
Mstep: Class 7 contains 2707 members 
Mstep: Class 8 contains 5935 members 
Mstep: Class 9 contains 60212 members 
Mstep: Class 10 contains 47261 members 
Mstep: Class 11 contains 4382 members 
Mstep: Class 12 contains 12589 members 
Mstep: Class 14 contains 21985 members 
Mstep: Class 15 contains 9973 members 
Mstep: Class 16 contains 2813 members 
Mstep: Class 17 contains 7681 members 
Mstep: Class 18 contains 16717 members 
Mstep: Class 19 contains 44225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48133784.000000 Penalty: 35647.949219
Iteration 22Q: 18 clusters Score -4.813378e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 63388 members 
Mstep: Class 3 contains 71352 members 
Mstep: Class 4 contains 7300 members 
Mstep: Class 5 contains 19576 members 
Mstep: Class 7 contains 2727 members 
Mstep: Class 8 contains 5966 members 
Mstep: Class 9 contains 59057 members 
Mstep: Class 10 contains 46950 members 
Mstep: Class 11 contains 4397 members 
Mstep: Class 12 contains 12425 members 
Mstep: Class 14 contains 21511 members 
Mstep: Class 15 contains 10164 members 
Mstep: Class 16 contains 2963 members 
Mstep: Class 17 contains 7736 members 
Mstep: Class 18 contains 16621 members 
Mstep: Class 19 contains 45730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48135152.000000 Penalty: 35647.949219
Iteration 23Q: 18 clusters Score -4.813515e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 63374 members 
Mstep: Class 3 contains 71488 members 
Mstep: Class 4 contains 7573 members 
Mstep: Class 5 contains 19508 members 
Mstep: Class 7 contains 2738 members 
Mstep: Class 8 contains 6004 members 
Mstep: Class 9 contains 57827 members 
Mstep: Class 10 contains 46635 members 
Mstep: Class 11 contains 4415 members 
Mstep: Class 12 contains 12290 members 
Mstep: Class 14 contains 21084 members 
Mstep: Class 15 contains 10307 members 
Mstep: Class 16 contains 3094 members 
Mstep: Class 17 contains 7782 members 
Mstep: Class 18 contains 16489 members 
Mstep: Class 19 contains 47267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48136224.000000 Penalty: 35647.949219
Iteration 24Q: 18 clusters Score -4.813622e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 63391 members 
Mstep: Class 3 contains 71581 members 
Mstep: Class 4 contains 7834 members 
Mstep: Class 5 contains 19452 members 
Mstep: Class 7 contains 2747 members 
Mstep: Class 8 contains 6035 members 
Mstep: Class 9 contains 56497 members 
Mstep: Class 10 contains 46286 members 
Mstep: Class 11 contains 4441 members 
Mstep: Class 12 contains 12170 members 
Mstep: Class 14 contains 20754 members 
Mstep: Class 15 contains 10477 members 
Mstep: Class 16 contains 3200 members 
Mstep: Class 17 contains 7806 members 
Mstep: Class 18 contains 16335 members 
Mstep: Class 19 contains 48875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48137680.000000 Penalty: 35647.949219
Iteration 25Q: 18 clusters Score -4.813768e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 63447 members 
Mstep: Class 3 contains 71709 members 
Mstep: Class 4 contains 8026 members 
Mstep: Class 5 contains 19401 members 
Mstep: Class 7 contains 2748 members 
Mstep: Class 8 contains 6060 members 
Mstep: Class 9 contains 55120 members 
Mstep: Class 10 contains 45889 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 12035 members 
Mstep: Class 14 contains 20528 members 
Mstep: Class 15 contains 10651 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 7836 members 
Mstep: Class 18 contains 16140 members 
Mstep: Class 19 contains 50553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48138868.000000 Penalty: 35647.949219
Iteration 26Q: 18 clusters Score -4.813887e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 63507 members 
Mstep: Class 3 contains 71864 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 19349 members 
Mstep: Class 7 contains 2751 members 
Mstep: Class 8 contains 6074 members 
Mstep: Class 9 contains 53838 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 11911 members 
Mstep: Class 14 contains 20360 members 
Mstep: Class 15 contains 10795 members 
Mstep: Class 16 contains 3345 members 
Mstep: Class 17 contains 7870 members 
Mstep: Class 18 contains 15923 members 
Mstep: Class 19 contains 52235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48140624.000000 Penalty: 35647.949219
Iteration 27Q: 18 clusters Score -4.814062e+07 nChanged 4545
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 63574 members 
Mstep: Class 3 contains 72056 members 
Mstep: Class 4 contains 8390 members 
Mstep: Class 5 contains 19302 members 
Mstep: Class 7 contains 2761 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 52719 members 
Mstep: Class 10 contains 44866 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 11759 members 
Mstep: Class 14 contains 20217 members 
Mstep: Class 15 contains 10924 members 
Mstep: Class 16 contains 3410 members 
Mstep: Class 17 contains 7902 members 
Mstep: Class 18 contains 15723 members 
Mstep: Class 19 contains 53713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48142188.000000 Penalty: 35647.949219
Iteration 28Q: 18 clusters Score -4.814219e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 63646 members 
Mstep: Class 3 contains 72311 members 
Mstep: Class 4 contains 8566 members 
Mstep: Class 5 contains 19252 members 
Mstep: Class 7 contains 2768 members 
Mstep: Class 8 contains 6089 members 
Mstep: Class 9 contains 51945 members 
Mstep: Class 10 contains 44221 members 
Mstep: Class 11 contains 4534 members 
Mstep: Class 12 contains 11631 members 
Mstep: Class 14 contains 20091 members 
Mstep: Class 15 contains 11063 members 
Mstep: Class 16 contains 3480 members 
Mstep: Class 17 contains 7941 members 
Mstep: Class 18 contains 15485 members 
Mstep: Class 19 contains 54931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48143672.000000 Penalty: 35647.949219
Iteration 29Q: 18 clusters Score -4.814367e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 72635 members 
Mstep: Class 4 contains 8741 members 
Mstep: Class 5 contains 19199 members 
Mstep: Class 7 contains 2776 members 
Mstep: Class 8 contains 6089 members 
Mstep: Class 9 contains 51376 members 
Mstep: Class 10 contains 43588 members 
Mstep: Class 11 contains 4553 members 
Mstep: Class 12 contains 11516 members 
Mstep: Class 14 contains 20002 members 
Mstep: Class 15 contains 11159 members 
Mstep: Class 16 contains 3559 members 
Mstep: Class 17 contains 7995 members 
Mstep: Class 18 contains 15258 members 
Mstep: Class 19 contains 55817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48144832.000000 Penalty: 35647.949219
Iteration 30Q: 18 clusters Score -4.814483e+07 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 63803 members 
Mstep: Class 3 contains 72992 members 
Mstep: Class 4 contains 8929 members 
Mstep: Class 5 contains 19167 members 
Mstep: Class 7 contains 2785 members 
Mstep: Class 8 contains 6096 members 
Mstep: Class 9 contains 51027 members 
Mstep: Class 10 contains 42949 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 11393 members 
Mstep: Class 14 contains 19934 members 
Mstep: Class 15 contains 11242 members 
Mstep: Class 16 contains 3637 members 
Mstep: Class 17 contains 8038 members 
Mstep: Class 18 contains 15022 members 
Mstep: Class 19 contains 56417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48146040.000000 Penalty: 35647.949219
Iteration 31Q: 18 clusters Score -4.814604e+07 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 63889 members 
Mstep: Class 3 contains 73386 members 
Mstep: Class 4 contains 9118 members 
Mstep: Class 5 contains 19141 members 
Mstep: Class 7 contains 2797 members 
Mstep: Class 8 contains 6106 members 
Mstep: Class 9 contains 50866 members 
Mstep: Class 10 contains 42292 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 11308 members 
Mstep: Class 14 contains 19893 members 
Mstep: Class 15 contains 11308 members 
Mstep: Class 16 contains 3686 members 
Mstep: Class 17 contains 8070 members 
Mstep: Class 18 contains 14795 members 
Mstep: Class 19 contains 56783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48146728.000000 Penalty: 35647.949219
Iteration 32Q: 18 clusters Score -4.814673e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 63970 members 
Mstep: Class 3 contains 73736 members 
Mstep: Class 4 contains 9285 members 
Mstep: Class 5 contains 19124 members 
Mstep: Class 7 contains 2808 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 50869 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 4605 members 
Mstep: Class 12 contains 11209 members 
Mstep: Class 14 contains 19875 members 
Mstep: Class 15 contains 11352 members 
Mstep: Class 16 contains 3745 members 
Mstep: Class 17 contains 8086 members 
Mstep: Class 18 contains 14590 members 
Mstep: Class 19 contains 57043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48147196.000000 Penalty: 35647.949219
Iteration 33Q: 18 clusters Score -4.81472e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 64024 members 
Mstep: Class 3 contains 74080 members 
Mstep: Class 4 contains 9415 members 
Mstep: Class 5 contains 19103 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 8 contains 6118 members 
Mstep: Class 9 contains 50971 members 
Mstep: Class 10 contains 40996 members 
Mstep: Class 11 contains 4616 members 
Mstep: Class 12 contains 11125 members 
Mstep: Class 14 contains 19880 members 
Mstep: Class 15 contains 11384 members 
Mstep: Class 16 contains 3816 members 
Mstep: Class 17 contains 8109 members 
Mstep: Class 18 contains 14369 members 
Mstep: Class 19 contains 57218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48147892.000000 Penalty: 35647.949219
Iteration 34Q: 18 clusters Score -4.814789e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 64084 members 
Mstep: Class 3 contains 74355 members 
Mstep: Class 4 contains 9530 members 
Mstep: Class 5 contains 19084 members 
Mstep: Class 7 contains 2831 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 51217 members 
Mstep: Class 10 contains 40403 members 
Mstep: Class 11 contains 4628 members 
Mstep: Class 12 contains 11021 members 
Mstep: Class 14 contains 19897 members 
Mstep: Class 15 contains 11373 members 
Mstep: Class 16 contains 3903 members 
Mstep: Class 17 contains 8124 members 
Mstep: Class 18 contains 14152 members 
Mstep: Class 19 contains 57298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48148596.000000 Penalty: 35647.949219
Iteration 35Q: 18 clusters Score -4.81486e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 64177 members 
Mstep: Class 3 contains 74539 members 
Mstep: Class 4 contains 9635 members 
Mstep: Class 5 contains 19068 members 
Mstep: Class 7 contains 2840 members 
Mstep: Class 8 contains 6140 members 
Mstep: Class 9 contains 51572 members 
Mstep: Class 10 contains 39838 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 10931 members 
Mstep: Class 14 contains 19915 members 
Mstep: Class 15 contains 11328 members 
Mstep: Class 16 contains 3995 members 
Mstep: Class 17 contains 8138 members 
Mstep: Class 18 contains 13931 members 
Mstep: Class 19 contains 57328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48149212.000000 Penalty: 35647.949219
Iteration 36Q: 18 clusters Score -4.814921e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 64227 members 
Mstep: Class 3 contains 74663 members 
Mstep: Class 4 contains 9731 members 
Mstep: Class 5 contains 19058 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 6160 members 
Mstep: Class 9 contains 51947 members 
Mstep: Class 10 contains 39313 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 10845 members 
Mstep: Class 14 contains 19940 members 
Mstep: Class 15 contains 11312 members 
Mstep: Class 16 contains 4135 members 
Mstep: Class 17 contains 8137 members 
Mstep: Class 18 contains 13695 members 
Mstep: Class 19 contains 57348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48149592.000000 Penalty: 35647.949219
Iteration 37Q: 18 clusters Score -4.814959e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64312 members 
Mstep: Class 3 contains 74751 members 
Mstep: Class 4 contains 9834 members 
Mstep: Class 5 contains 19050 members 
Mstep: Class 7 contains 2853 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 52307 members 
Mstep: Class 10 contains 38829 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 10789 members 
Mstep: Class 14 contains 19955 members 
Mstep: Class 15 contains 11266 members 
Mstep: Class 16 contains 4256 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 13517 members 
Mstep: Class 19 contains 57329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48149828.000000 Penalty: 35647.949219
Iteration 38Q: 18 clusters Score -4.814983e+07 nChanged 2034
Entering ConstructFrom: 
Score: -48149828.000000 Penalty: 35647.949219
Entering ConstructFrom: 
Trying to split cluster 1 (3972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Entering Unmasked Estep 
Score: -428527.843750 Penalty: 1346.641602
	Iteration 0F: 2 clusters Score -428527.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -425266.125000 Penalty: 2693.283203
	Iteration 0F: 3 clusters Score -425266.1 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -426640.937500 Penalty: 2693.283203
	Iteration 1F: 3 clusters Score -426640.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -427179.187500 Penalty: 2693.283203
	Iteration 2F: 3 clusters Score -427179.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -427556.656250 Penalty: 2693.283203
	Iteration 3F: 3 clusters Score -427556.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -427848.812500 Penalty: 2693.283203
	Iteration 4F: 3 clusters Score -427848.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -428064.437500 Penalty: 2693.283203
	Iteration 5F: 3 clusters Score -428064.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -428224.875000 Penalty: 2693.283203
	Iteration 6Q: 3 clusters Score -428224.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -428330.031250 Penalty: 2693.283203
	Iteration 7Q: 3 clusters Score -428330 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -428407.625000 Penalty: 2693.283203
	Iteration 8Q: 3 clusters Score -428407.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -428475.718750 Penalty: 2693.283203
	Iteration 9Q: 3 clusters Score -428475.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -428527.625000 Penalty: 2693.283203
	Iteration 10Q: 3 clusters Score -428527.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -428556.875000 Penalty: 2693.283203
	Iteration 11Q: 3 clusters Score -428556.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -428573.687500 Penalty: 2693.283203
	Iteration 12Q: 3 clusters Score -428573.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -428583.656250 Penalty: 2693.283203
	Iteration 13Q: 3 clusters Score -428583.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -428589.250000 Penalty: 2693.283203
	Iteration 14Q: 3 clusters Score -428589.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -428590.125000 Penalty: 2693.283203
	Iteration 15Q: 3 clusters Score -428590.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -428593.906250 Penalty: 2693.283203
	Iteration 16Q: 3 clusters Score -428593.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -428596.968750 Penalty: 2693.283203
	Iteration 17Q: 3 clusters Score -428597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -428597.250000 Penalty: 2693.283203
	Iteration 18Q: 3 clusters Score -428597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -428598.093750 Penalty: 2693.283203
	Iteration 19Q: 3 clusters Score -428598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -428598.718750 Penalty: 2693.283203
	Iteration 20F: 3 clusters Score -428598.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -428600.343750 Penalty: 2693.283203
	Iteration 21Q: 3 clusters Score -428600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -428601.218750 Penalty: 2693.283203
	Iteration 22Q: 3 clusters Score -428601.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -428602.750000 Penalty: 2693.283203
	Iteration 23Q: 3 clusters Score -428602.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -428603.000000 Penalty: 2693.283203
	Iteration 24Q: 3 clusters Score -428603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -428602.125000 Penalty: 2693.283203
	Iteration 25Q: 3 clusters Score -428602.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -428602.125000 Penalty: 2693.283203
	Iteration 26F: 3 clusters Score -428602.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 74856 members 
Mstep: Class 4 contains 9935 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 709 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 52686 members 
Mstep: Class 10 contains 38368 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 10742 members 
Mstep: Class 14 contains 19969 members 
Mstep: Class 15 contains 11184 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 57305 members 
Entering Unmasked Estep 
Score: -48149404.000000 Penalty: 37744.886719
Splitting cluster 1 changes total score from -48149828.000000 to -48149404.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (64379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64379 members 
Entering Unmasked Estep 
Score: -7968759.500000 Penalty: 1799.288208
	Iteration 0F: 2 clusters Score -7968760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -7925894.500000 Penalty: 3598.576416
	Iteration 0F: 3 clusters Score -7925894 nChanged 30355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -7943212.000000 Penalty: 3598.576416
	Iteration 1F: 3 clusters Score -7943212 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -7943811.500000 Penalty: 3598.576416
	Iteration 2Q: 3 clusters Score -7943812 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33334 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -7944464.000000 Penalty: 3598.576416
	Iteration 3Q: 3 clusters Score -7944464 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -7945166.500000 Penalty: 3598.576416
	Iteration 4Q: 3 clusters Score -7945166 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -7945962.500000 Penalty: 3598.576416
	Iteration 5Q: 3 clusters Score -7945962 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -7946961.000000 Penalty: 3598.576416
	Iteration 6Q: 3 clusters Score -7946961 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -7948294.000000 Penalty: 3598.576416
	Iteration 7Q: 3 clusters Score -7948294 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -7950152.000000 Penalty: 3598.576416
	Iteration 8Q: 3 clusters Score -7950152 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -7952576.500000 Penalty: 3598.576416
	Iteration 9F: 3 clusters Score -7952576 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -7954941.500000 Penalty: 3598.576416
	Iteration 10F: 3 clusters Score -7954942 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -7956304.500000 Penalty: 3598.576416
	Iteration 11Q: 3 clusters Score -7956304 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -7956914.000000 Penalty: 3598.576416
	Iteration 12Q: 3 clusters Score -7956914 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -7957289.000000 Penalty: 3598.576416
	Iteration 13Q: 3 clusters Score -7957289 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -7957546.500000 Penalty: 3598.576416
	Iteration 14Q: 3 clusters Score -7957546 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -7957715.500000 Penalty: 3598.576416
	Iteration 15Q: 3 clusters Score -7957716 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -7957856.500000 Penalty: 3598.576416
	Iteration 16Q: 3 clusters Score -7957856 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -7957999.000000 Penalty: 3598.576416
	Iteration 17Q: 3 clusters Score -7957999 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -7958177.000000 Penalty: 3598.576416
	Iteration 18Q: 3 clusters Score -7958177 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -7958291.000000 Penalty: 3598.576416
	Iteration 19Q: 3 clusters Score -7958291 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -7958447.500000 Penalty: 3598.576416
	Iteration 20F: 3 clusters Score -7958448 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -7958577.500000 Penalty: 3598.576416
	Iteration 21Q: 3 clusters Score -7958578 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -7958725.000000 Penalty: 3598.576416
	Iteration 22Q: 3 clusters Score -7958725 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -7958869.500000 Penalty: 3598.576416
	Iteration 23Q: 3 clusters Score -7958870 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -7959022.500000 Penalty: 3598.576416
	Iteration 24Q: 3 clusters Score -7959022 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -7959237.000000 Penalty: 3598.576416
	Iteration 25Q: 3 clusters Score -7959237 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -7959416.500000 Penalty: 3598.576416
	Iteration 26Q: 3 clusters Score -7959416 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -7959667.500000 Penalty: 3598.576416
	Iteration 27Q: 3 clusters Score -7959668 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -7959916.500000 Penalty: 3598.576416
	Iteration 28Q: 3 clusters Score -7959916 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -7960220.000000 Penalty: 3598.576416
	Iteration 29Q: 3 clusters Score -7960220 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -7960532.000000 Penalty: 3598.576416
	Iteration 30Q: 3 clusters Score -7960532 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -7960881.000000 Penalty: 3598.576416
	Iteration 31Q: 3 clusters Score -7960881 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -7961275.500000 Penalty: 3598.576416
	Iteration 32Q: 3 clusters Score -7961276 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -7961786.500000 Penalty: 3598.576416
	Iteration 33Q: 3 clusters Score -7961786 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -7962326.000000 Penalty: 3598.576416
	Iteration 34Q: 3 clusters Score -7962326 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -7962985.000000 Penalty: 3598.576416
	Iteration 35Q: 3 clusters Score -7962985 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -7963695.500000 Penalty: 3598.576416
	Iteration 36Q: 3 clusters Score -7963696 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59117 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -7964454.500000 Penalty: 3598.576416
	Iteration 37Q: 3 clusters Score -7964454 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60228 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -7965154.000000 Penalty: 3598.576416
	Iteration 38Q: 3 clusters Score -7965154 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61188 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -7965777.500000 Penalty: 3598.576416
	Iteration 39Q: 3 clusters Score -7965778 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -7966243.500000 Penalty: 3598.576416
	Iteration 40F: 3 clusters Score -7966244 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7966569.000000 Penalty: 3598.576416
	Iteration 41Q: 3 clusters Score -7966569 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62845 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7966808.500000 Penalty: 3598.576416
	Iteration 42Q: 3 clusters Score -7966808 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63098 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -7966949.500000 Penalty: 3598.576416
	Iteration 43Q: 3 clusters Score -7966950 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63274 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -7967056.500000 Penalty: 3598.576416
	Iteration 44Q: 3 clusters Score -7967056 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63408 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7967121.500000 Penalty: 3598.576416
	Iteration 45Q: 3 clusters Score -7967122 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63507 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7967176.500000 Penalty: 3598.576416
	Iteration 46Q: 3 clusters Score -7967176 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7967231.000000 Penalty: 3598.576416
	Iteration 47Q: 3 clusters Score -7967231 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63657 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -7967275.000000 Penalty: 3598.576416
	Iteration 48Q: 3 clusters Score -7967275 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7967293.500000 Penalty: 3598.576416
	Iteration 49Q: 3 clusters Score -7967294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63731 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7967315.000000 Penalty: 3598.576416
	Iteration 50Q: 3 clusters Score -7967315 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63756 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7967328.500000 Penalty: 3598.576416
	Iteration 51Q: 3 clusters Score -7967328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63778 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7967335.500000 Penalty: 3598.576416
	Iteration 52Q: 3 clusters Score -7967336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63793 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7967355.000000 Penalty: 3598.576416
	Iteration 53Q: 3 clusters Score -7967355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7967358.500000 Penalty: 3598.576416
	Iteration 54Q: 3 clusters Score -7967358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63814 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7967374.500000 Penalty: 3598.576416
	Iteration 55Q: 3 clusters Score -7967374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -7967379.000000 Penalty: 3598.576416
	Iteration 56Q: 3 clusters Score -7967379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7967390.500000 Penalty: 3598.576416
	Iteration 57Q: 3 clusters Score -7967390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7967393.500000 Penalty: 3598.576416
	Iteration 58Q: 3 clusters Score -7967394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7967396.000000 Penalty: 3598.576416
	Iteration 59Q: 3 clusters Score -7967396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63844 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -7967403.500000 Penalty: 3598.576416
	Iteration 60F: 3 clusters Score -7967404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63845 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7967405.500000 Penalty: 3598.576416
	Iteration 61Q: 3 clusters Score -7967406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7967408.000000 Penalty: 3598.576416
	Iteration 62Q: 3 clusters Score -7967408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7967402.500000 Penalty: 3598.576416
	Iteration 63Q: 3 clusters Score -7967402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7967407.000000 Penalty: 3598.576416
	Iteration 64Q: 3 clusters Score -7967407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63848 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7967404.000000 Penalty: 3598.576416
	Iteration 65Q: 3 clusters Score -7967404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7967403.000000 Penalty: 3598.576416
	Iteration 66Q: 3 clusters Score -7967403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7967403.000000 Penalty: 3598.576416
	Iteration 67F: 3 clusters Score -7967403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (74856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74856 members 
Entering Unmasked Estep 
Score: -9177474.000000 Penalty: 1823.789795
	Iteration 0F: 2 clusters Score -9177474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -9129370.000000 Penalty: 3647.579590
	Iteration 0F: 3 clusters Score -9129370 nChanged 35598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -9149571.000000 Penalty: 3647.579590
	Iteration 1F: 3 clusters Score -9149571 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -9150456.000000 Penalty: 3647.579590
	Iteration 2Q: 3 clusters Score -9150456 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -9152086.000000 Penalty: 3647.579590
	Iteration 3Q: 3 clusters Score -9152086 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -9154798.000000 Penalty: 3647.579590
	Iteration 4F: 3 clusters Score -9154798 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -9159127.000000 Penalty: 3647.579590
	Iteration 5F: 3 clusters Score -9159127 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -9164256.000000 Penalty: 3647.579590
	Iteration 6F: 3 clusters Score -9164256 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54148 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -9168907.000000 Penalty: 3647.579590
	Iteration 7F: 3 clusters Score -9168907 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -9172719.000000 Penalty: 3647.579590
	Iteration 8F: 3 clusters Score -9172719 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -9176412.000000 Penalty: 3647.579590
	Iteration 9Q: 3 clusters Score -9176412 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -9179729.000000 Penalty: 3647.579590
	Iteration 10Q: 3 clusters Score -9179729 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60321 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -9182328.000000 Penalty: 3647.579590
	Iteration 11Q: 3 clusters Score -9182328 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60777 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -9183636.000000 Penalty: 3647.579590
	Iteration 12Q: 3 clusters Score -9183636 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -9184021.000000 Penalty: 3647.579590
	Iteration 13Q: 3 clusters Score -9184021 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61086 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -9184112.000000 Penalty: 3647.579590
	Iteration 14Q: 3 clusters Score -9184112 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -9184146.000000 Penalty: 3647.579590
	Iteration 15Q: 3 clusters Score -9184146 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61080 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -9184143.000000 Penalty: 3647.579590
	Iteration 16Q: 3 clusters Score -9184143 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -9184169.000000 Penalty: 3647.579590
	Iteration 17Q: 3 clusters Score -9184169 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61031 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -9184164.000000 Penalty: 3647.579590
	Iteration 18Q: 3 clusters Score -9184164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -9184180.000000 Penalty: 3647.579590
	Iteration 19Q: 3 clusters Score -9184180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -9184187.000000 Penalty: 3647.579590
	Iteration 20F: 3 clusters Score -9184187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -9184186.000000 Penalty: 3647.579590
	Iteration 21Q: 3 clusters Score -9184186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -9184196.000000 Penalty: 3647.579590
	Iteration 22Q: 3 clusters Score -9184196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60988 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -9184195.000000 Penalty: 3647.579590
	Iteration 23Q: 3 clusters Score -9184195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60982 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -9184199.000000 Penalty: 3647.579590
	Iteration 24Q: 3 clusters Score -9184199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -9184197.000000 Penalty: 3647.579590
	Iteration 25Q: 3 clusters Score -9184197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60969 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -9184200.000000 Penalty: 3647.579590
	Iteration 26Q: 3 clusters Score -9184200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60963 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -9184204.000000 Penalty: 3647.579590
	Iteration 27Q: 3 clusters Score -9184204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60961 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -9184200.000000 Penalty: 3647.579590
	Iteration 28Q: 3 clusters Score -9184200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -9184201.000000 Penalty: 3647.579590
	Iteration 29Q: 3 clusters Score -9184201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60949 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -9184202.000000 Penalty: 3647.579590
	Iteration 30Q: 3 clusters Score -9184202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -9184194.000000 Penalty: 3647.579590
	Iteration 31Q: 3 clusters Score -9184194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60940 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -9184206.000000 Penalty: 3647.579590
	Iteration 32Q: 3 clusters Score -9184206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -9184198.000000 Penalty: 3647.579590
	Iteration 33Q: 3 clusters Score -9184198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60938 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -9184198.000000 Penalty: 3647.579590
	Iteration 34F: 3 clusters Score -9184198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 60938 members 
Mstep: Class 4 contains 9935 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 52686 members 
Mstep: Class 10 contains 38368 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 10742 members 
Mstep: Class 14 contains 19969 members 
Mstep: Class 15 contains 11184 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 57305 members 
Entering Unmasked Estep 
Score: -48156460.000000 Penalty: 37744.886719
Splitting cluster 3 changes total score from -48149828.000000 to -48156460.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 4 (9935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Entering Unmasked Estep 
Score: -1210848.125000 Penalty: 1495.620605
	Iteration 0F: 2 clusters Score -1210848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1203780.625000 Penalty: 2991.241211
	Iteration 0F: 3 clusters Score -1203781 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1206051.750000 Penalty: 2991.241211
	Iteration 1F: 3 clusters Score -1206052 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1206279.875000 Penalty: 2991.241211
	Iteration 2F: 3 clusters Score -1206280 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1206494.000000 Penalty: 2991.241211
	Iteration 3F: 3 clusters Score -1206494 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1206717.875000 Penalty: 2991.241211
	Iteration 4Q: 3 clusters Score -1206718 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1206950.250000 Penalty: 2991.241211
	Iteration 5Q: 3 clusters Score -1206950 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1207191.500000 Penalty: 2991.241211
	Iteration 6Q: 3 clusters Score -1207192 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1207500.000000 Penalty: 2991.241211
	Iteration 7Q: 3 clusters Score -1207500 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1207936.125000 Penalty: 2991.241211
	Iteration 8F: 3 clusters Score -1207936 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1208545.125000 Penalty: 2991.241211
	Iteration 9F: 3 clusters Score -1208545 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1209347.875000 Penalty: 2991.241211
	Iteration 10F: 3 clusters Score -1209348 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1210122.750000 Penalty: 2991.241211
	Iteration 11F: 3 clusters Score -1210123 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1210787.500000 Penalty: 2991.241211
	Iteration 12F: 3 clusters Score -1210788 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1211267.250000 Penalty: 2991.241211
	Iteration 13Q: 3 clusters Score -1211267 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1211544.000000 Penalty: 2991.241211
	Iteration 14Q: 3 clusters Score -1211544 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1211750.375000 Penalty: 2991.241211
	Iteration 15Q: 3 clusters Score -1211750 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1211867.250000 Penalty: 2991.241211
	Iteration 16Q: 3 clusters Score -1211867 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1211930.125000 Penalty: 2991.241211
	Iteration 17Q: 3 clusters Score -1211930 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1211970.000000 Penalty: 2991.241211
	Iteration 18Q: 3 clusters Score -1211970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1212001.500000 Penalty: 2991.241211
	Iteration 19Q: 3 clusters Score -1212002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1212046.250000 Penalty: 2991.241211
	Iteration 20F: 3 clusters Score -1212046 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1212093.125000 Penalty: 2991.241211
	Iteration 21Q: 3 clusters Score -1212093 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1212161.125000 Penalty: 2991.241211
	Iteration 22Q: 3 clusters Score -1212161 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1212254.875000 Penalty: 2991.241211
	Iteration 23Q: 3 clusters Score -1212255 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1212342.000000 Penalty: 2991.241211
	Iteration 24Q: 3 clusters Score -1212342 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1212412.625000 Penalty: 2991.241211
	Iteration 25Q: 3 clusters Score -1212413 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1212460.875000 Penalty: 2991.241211
	Iteration 26Q: 3 clusters Score -1212461 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1212494.125000 Penalty: 2991.241211
	Iteration 27Q: 3 clusters Score -1212494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1212507.875000 Penalty: 2991.241211
	Iteration 28Q: 3 clusters Score -1212508 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1212531.000000 Penalty: 2991.241211
	Iteration 29Q: 3 clusters Score -1212531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1212539.875000 Penalty: 2991.241211
	Iteration 30Q: 3 clusters Score -1212540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1212544.000000 Penalty: 2991.241211
	Iteration 31Q: 3 clusters Score -1212544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1212544.500000 Penalty: 2991.241211
	Iteration 32Q: 3 clusters Score -1212544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1212542.125000 Penalty: 2991.241211
	Iteration 33Q: 3 clusters Score -1212542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1212543.500000 Penalty: 2991.241211
	Iteration 34Q: 3 clusters Score -1212544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1212543.500000 Penalty: 2991.241211
	Iteration 35Q: 3 clusters Score -1212544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1212544.000000 Penalty: 2991.241211
	Iteration 36Q: 3 clusters Score -1212544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1212544.000000 Penalty: 2991.241211
	Iteration 37F: 3 clusters Score -1212544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 60938 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 52686 members 
Mstep: Class 10 contains 38368 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 10742 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 19969 members 
Mstep: Class 15 contains 11184 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 57305 members 
Entering Unmasked Estep 
Score: -48157468.000000 Penalty: 39841.824219
Splitting cluster 4 changes total score from -48149828.000000 to -48157468.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 5 (19043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Entering Unmasked Estep 
Score: -2374688.500000 Penalty: 1601.348877
	Iteration 0F: 2 clusters Score -2374688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2361603.250000 Penalty: 3202.697754
	Iteration 0F: 3 clusters Score -2361603 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2366438.750000 Penalty: 3202.697754
	Iteration 1F: 3 clusters Score -2366439 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2367329.750000 Penalty: 3202.697754
	Iteration 2F: 3 clusters Score -2367330 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2368845.250000 Penalty: 3202.697754
	Iteration 3F: 3 clusters Score -2368845 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2370525.500000 Penalty: 3202.697754
	Iteration 4F: 3 clusters Score -2370526 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -2372291.000000 Penalty: 3202.697754
	Iteration 5F: 3 clusters Score -2372291 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2374288.750000 Penalty: 3202.697754
	Iteration 6F: 3 clusters Score -2374289 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -2376226.750000 Penalty: 3202.697754
	Iteration 7F: 3 clusters Score -2376227 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2378076.000000 Penalty: 3202.697754
	Iteration 8F: 3 clusters Score -2378076 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2379259.500000 Penalty: 3202.697754
	Iteration 9Q: 3 clusters Score -2379260 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2379821.000000 Penalty: 3202.697754
	Iteration 10Q: 3 clusters Score -2379821 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2380005.750000 Penalty: 3202.697754
	Iteration 11Q: 3 clusters Score -2380006 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2380047.750000 Penalty: 3202.697754
	Iteration 12Q: 3 clusters Score -2380048 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2380048.250000 Penalty: 3202.697754
	Iteration 13Q: 3 clusters Score -2380048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -2380051.250000 Penalty: 3202.697754
	Iteration 14Q: 3 clusters Score -2380051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -2380055.000000 Penalty: 3202.697754
	Iteration 15Q: 3 clusters Score -2380055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2380058.000000 Penalty: 3202.697754
	Iteration 16Q: 3 clusters Score -2380058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2380057.500000 Penalty: 3202.697754
	Iteration 17Q: 3 clusters Score -2380058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -2380059.500000 Penalty: 3202.697754
	Iteration 18Q: 3 clusters Score -2380060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -2380056.500000 Penalty: 3202.697754
	Iteration 19Q: 3 clusters Score -2380056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2380060.250000 Penalty: 3202.697754
	Iteration 20F: 3 clusters Score -2380060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2380059.250000 Penalty: 3202.697754
	Iteration 21Q: 3 clusters Score -2380059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2380061.000000 Penalty: 3202.697754
	Iteration 22Q: 3 clusters Score -2380061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2380059.000000 Penalty: 3202.697754
	Iteration 23Q: 3 clusters Score -2380059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2380059.000000 Penalty: 3202.697754
	Iteration 24F: 3 clusters Score -2380059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 60938 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 52686 members 
Mstep: Class 10 contains 38368 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 10742 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 19969 members 
Mstep: Class 15 contains 11184 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 57305 members 
Mstep: Class 20 contains 14902 members 
Entering Unmasked Estep 
Score: -48162488.000000 Penalty: 41938.761719
Splitting cluster 5 changes total score from -48149828.000000 to -48162488.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 7 (2860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Entering Unmasked Estep 
Score: -343360.312500 Penalty: 1293.268799
	Iteration 0F: 2 clusters Score -343360.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -340743.968750 Penalty: 2586.537598
	Iteration 0F: 3 clusters Score -340744 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -341460.375000 Penalty: 2586.537598
	Iteration 1F: 3 clusters Score -341460.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -341629.968750 Penalty: 2586.537598
	Iteration 2F: 3 clusters Score -341630 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -341730.343750 Penalty: 2586.537598
	Iteration 3F: 3 clusters Score -341730.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -341795.968750 Penalty: 2586.537598
	Iteration 4Q: 3 clusters Score -341796 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -341856.343750 Penalty: 2586.537598
	Iteration 5Q: 3 clusters Score -341856.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -341921.625000 Penalty: 2586.537598
	Iteration 6Q: 3 clusters Score -341921.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -341984.218750 Penalty: 2586.537598
	Iteration 7Q: 3 clusters Score -341984.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -342042.281250 Penalty: 2586.537598
	Iteration 8Q: 3 clusters Score -342042.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -342103.968750 Penalty: 2586.537598
	Iteration 9Q: 3 clusters Score -342104 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -342169.312500 Penalty: 2586.537598
	Iteration 10Q: 3 clusters Score -342169.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -342204.812500 Penalty: 2586.537598
	Iteration 11Q: 3 clusters Score -342204.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -342237.781250 Penalty: 2586.537598
	Iteration 12Q: 3 clusters Score -342237.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -342256.281250 Penalty: 2586.537598
	Iteration 13Q: 3 clusters Score -342256.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -342272.375000 Penalty: 2586.537598
	Iteration 14Q: 3 clusters Score -342272.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -342284.375000 Penalty: 2586.537598
	Iteration 15Q: 3 clusters Score -342284.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -342290.125000 Penalty: 2586.537598
	Iteration 16Q: 3 clusters Score -342290.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -342296.468750 Penalty: 2586.537598
	Iteration 17Q: 3 clusters Score -342296.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -342300.875000 Penalty: 2586.537598
	Iteration 18Q: 3 clusters Score -342300.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -342305.000000 Penalty: 2586.537598
	Iteration 19Q: 3 clusters Score -342305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -342311.343750 Penalty: 2586.537598
	Iteration 20F: 3 clusters Score -342311.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -342316.375000 Penalty: 2586.537598
	Iteration 21Q: 3 clusters Score -342316.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -342322.625000 Penalty: 2586.537598
	Iteration 22Q: 3 clusters Score -342322.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -342329.718750 Penalty: 2586.537598
	Iteration 23Q: 3 clusters Score -342329.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -342333.156250 Penalty: 2586.537598
	Iteration 24Q: 3 clusters Score -342333.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -342333.906250 Penalty: 2586.537598
	Iteration 25Q: 3 clusters Score -342333.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -342334.937500 Penalty: 2586.537598
	Iteration 26Q: 3 clusters Score -342334.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -342334.937500 Penalty: 2586.537598
	Iteration 27F: 3 clusters Score -342334.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Entering Unmasked Estep 
Score: -758836.437500 Penalty: 1418.605835
	Iteration 0F: 2 clusters Score -758836.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -754143.500000 Penalty: 2837.211670
	Iteration 0F: 3 clusters Score -754143.5 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -755481.625000 Penalty: 2837.211670
	Iteration 1F: 3 clusters Score -755481.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -755770.937500 Penalty: 2837.211670
	Iteration 2F: 3 clusters Score -755770.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -756031.937500 Penalty: 2837.211670
	Iteration 3F: 3 clusters Score -756031.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -756239.875000 Penalty: 2837.211670
	Iteration 4F: 3 clusters Score -756239.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -756417.062500 Penalty: 2837.211670
	Iteration 5F: 3 clusters Score -756417.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -756612.812500 Penalty: 2837.211670
	Iteration 6Q: 3 clusters Score -756612.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -756844.500000 Penalty: 2837.211670
	Iteration 7Q: 3 clusters Score -756844.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -757112.062500 Penalty: 2837.211670
	Iteration 8F: 3 clusters Score -757112.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -757371.562500 Penalty: 2837.211670
	Iteration 9F: 3 clusters Score -757371.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -757589.625000 Penalty: 2837.211670
	Iteration 10Q: 3 clusters Score -757589.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -757830.125000 Penalty: 2837.211670
	Iteration 11Q: 3 clusters Score -757830.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -758039.937500 Penalty: 2837.211670
	Iteration 12Q: 3 clusters Score -758039.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -758196.312500 Penalty: 2837.211670
	Iteration 13Q: 3 clusters Score -758196.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -758317.812500 Penalty: 2837.211670
	Iteration 14Q: 3 clusters Score -758317.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -758390.562500 Penalty: 2837.211670
	Iteration 15Q: 3 clusters Score -758390.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -758435.500000 Penalty: 2837.211670
	Iteration 16Q: 3 clusters Score -758435.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -758460.062500 Penalty: 2837.211670
	Iteration 17Q: 3 clusters Score -758460.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -758476.937500 Penalty: 2837.211670
	Iteration 18Q: 3 clusters Score -758476.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -758485.625000 Penalty: 2837.211670
	Iteration 19Q: 3 clusters Score -758485.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -758490.312500 Penalty: 2837.211670
	Iteration 20F: 3 clusters Score -758490.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -758491.937500 Penalty: 2837.211670
	Iteration 21Q: 3 clusters Score -758491.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -758493.812500 Penalty: 2837.211670
	Iteration 22Q: 3 clusters Score -758493.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -758496.562500 Penalty: 2837.211670
	Iteration 23Q: 3 clusters Score -758496.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -758499.437500 Penalty: 2837.211670
	Iteration 24Q: 3 clusters Score -758499.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -758499.625000 Penalty: 2837.211670
	Iteration 25Q: 3 clusters Score -758499.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -758501.500000 Penalty: 2837.211670
	Iteration 26Q: 3 clusters Score -758501.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -758503.062500 Penalty: 2837.211670
	Iteration 27Q: 3 clusters Score -758503.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -758503.937500 Penalty: 2837.211670
	Iteration 28Q: 3 clusters Score -758503.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -758503.937500 Penalty: 2837.211670
	Iteration 29F: 3 clusters Score -758503.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Entering Unmasked Estep 
Score: -6472837.000000 Penalty: 1766.717041
	Iteration 0F: 2 clusters Score -6472837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -6437777.000000 Penalty: 3533.434082
	Iteration 0F: 3 clusters Score -6437777 nChanged 24765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -6452006.000000 Penalty: 3533.434082
	Iteration 1F: 3 clusters Score -6452006 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -6452888.000000 Penalty: 3533.434082
	Iteration 2Q: 3 clusters Score -6452888 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -6454125.000000 Penalty: 3533.434082
	Iteration 3F: 3 clusters Score -6454125 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -6455896.500000 Penalty: 3533.434082
	Iteration 4F: 3 clusters Score -6455896 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -6458273.500000 Penalty: 3533.434082
	Iteration 5F: 3 clusters Score -6458274 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -6461200.000000 Penalty: 3533.434082
	Iteration 6F: 3 clusters Score -6461200 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -6464159.000000 Penalty: 3533.434082
	Iteration 7F: 3 clusters Score -6464159 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -6466736.500000 Penalty: 3533.434082
	Iteration 8F: 3 clusters Score -6466736 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -6468697.000000 Penalty: 3533.434082
	Iteration 9Q: 3 clusters Score -6468697 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -6469927.500000 Penalty: 3533.434082
	Iteration 10Q: 3 clusters Score -6469928 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -6470599.000000 Penalty: 3533.434082
	Iteration 11Q: 3 clusters Score -6470599 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6470932.500000 Penalty: 3533.434082
	Iteration 12Q: 3 clusters Score -6470932 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -6471154.000000 Penalty: 3533.434082
	Iteration 13Q: 3 clusters Score -6471154 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -6471277.000000 Penalty: 3533.434082
	Iteration 14Q: 3 clusters Score -6471277 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6471380.000000 Penalty: 3533.434082
	Iteration 15Q: 3 clusters Score -6471380 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6471425.500000 Penalty: 3533.434082
	Iteration 16Q: 3 clusters Score -6471426 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6471454.000000 Penalty: 3533.434082
	Iteration 17Q: 3 clusters Score -6471454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -6471471.000000 Penalty: 3533.434082
	Iteration 18Q: 3 clusters Score -6471471 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6471479.500000 Penalty: 3533.434082
	Iteration 19Q: 3 clusters Score -6471480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6471500.500000 Penalty: 3533.434082
	Iteration 20F: 3 clusters Score -6471500 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6471497.000000 Penalty: 3533.434082
	Iteration 21Q: 3 clusters Score -6471497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6471498.000000 Penalty: 3533.434082
	Iteration 22Q: 3 clusters Score -6471498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51360 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6471515.500000 Penalty: 3533.434082
	Iteration 23Q: 3 clusters Score -6471516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6471531.000000 Penalty: 3533.434082
	Iteration 24Q: 3 clusters Score -6471531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6471546.500000 Penalty: 3533.434082
	Iteration 25Q: 3 clusters Score -6471546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6471566.000000 Penalty: 3533.434082
	Iteration 26Q: 3 clusters Score -6471566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6471579.500000 Penalty: 3533.434082
	Iteration 27Q: 3 clusters Score -6471580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -6471588.500000 Penalty: 3533.434082
	Iteration 28Q: 3 clusters Score -6471588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6471589.000000 Penalty: 3533.434082
	Iteration 29Q: 3 clusters Score -6471589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6471594.000000 Penalty: 3533.434082
	Iteration 30Q: 3 clusters Score -6471594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6471597.000000 Penalty: 3533.434082
	Iteration 31Q: 3 clusters Score -6471597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -6471606.500000 Penalty: 3533.434082
	Iteration 32Q: 3 clusters Score -6471606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6471605.000000 Penalty: 3533.434082
	Iteration 33Q: 3 clusters Score -6471605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51566 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6471602.500000 Penalty: 3533.434082
	Iteration 34Q: 3 clusters Score -6471602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51573 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6471602.500000 Penalty: 3533.434082
	Iteration 35Q: 3 clusters Score -6471602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51583 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6471609.500000 Penalty: 3533.434082
	Iteration 36Q: 3 clusters Score -6471610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6471605.000000 Penalty: 3533.434082
	Iteration 37Q: 3 clusters Score -6471605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51601 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -6471613.500000 Penalty: 3533.434082
	Iteration 38Q: 3 clusters Score -6471614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6471617.000000 Penalty: 3533.434082
	Iteration 39Q: 3 clusters Score -6471617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6471623.000000 Penalty: 3533.434082
	Iteration 40F: 3 clusters Score -6471623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6471622.500000 Penalty: 3533.434082
	Iteration 41Q: 3 clusters Score -6471622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6471625.500000 Penalty: 3533.434082
	Iteration 42Q: 3 clusters Score -6471626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -6471633.000000 Penalty: 3533.434082
	Iteration 43Q: 3 clusters Score -6471633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6471637.500000 Penalty: 3533.434082
	Iteration 44Q: 3 clusters Score -6471638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6471638.000000 Penalty: 3533.434082
	Iteration 45Q: 3 clusters Score -6471638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6471636.500000 Penalty: 3533.434082
	Iteration 46Q: 3 clusters Score -6471636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51635 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -6471632.500000 Penalty: 3533.434082
	Iteration 47Q: 3 clusters Score -6471632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -6471628.500000 Penalty: 3533.434082
	Iteration 48Q: 3 clusters Score -6471628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6471630.000000 Penalty: 3533.434082
	Iteration 49Q: 3 clusters Score -6471630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51639 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6471629.500000 Penalty: 3533.434082
	Iteration 50Q: 3 clusters Score -6471630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6471633.000000 Penalty: 3533.434082
	Iteration 51Q: 3 clusters Score -6471633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -6471631.500000 Penalty: 3533.434082
	Iteration 52Q: 3 clusters Score -6471632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6471635.000000 Penalty: 3533.434082
	Iteration 53Q: 3 clusters Score -6471635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6471635.000000 Penalty: 3533.434082
	Iteration 54F: 3 clusters Score -6471635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Entering Unmasked Estep 
Score: -4709874.500000 Penalty: 1715.184082
	Iteration 0F: 2 clusters Score -4709874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -4684145.000000 Penalty: 3430.368164
	Iteration 0F: 3 clusters Score -4684145 nChanged 17842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -4694989.500000 Penalty: 3430.368164
	Iteration 1F: 3 clusters Score -4694990 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -4696673.500000 Penalty: 3430.368164
	Iteration 2F: 3 clusters Score -4696674 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -4699537.500000 Penalty: 3430.368164
	Iteration 3F: 3 clusters Score -4699538 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -4702989.000000 Penalty: 3430.368164
	Iteration 4F: 3 clusters Score -4702989 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -4705910.000000 Penalty: 3430.368164
	Iteration 5F: 3 clusters Score -4705910 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -4707765.000000 Penalty: 3430.368164
	Iteration 6F: 3 clusters Score -4707765 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -4708906.000000 Penalty: 3430.368164
	Iteration 7Q: 3 clusters Score -4708906 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -4709578.000000 Penalty: 3430.368164
	Iteration 8Q: 3 clusters Score -4709578 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -4709977.500000 Penalty: 3430.368164
	Iteration 9Q: 3 clusters Score -4709978 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -4710265.500000 Penalty: 3430.368164
	Iteration 10Q: 3 clusters Score -4710266 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -4710444.500000 Penalty: 3430.368164
	Iteration 11Q: 3 clusters Score -4710444 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -4710602.000000 Penalty: 3430.368164
	Iteration 12Q: 3 clusters Score -4710602 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -4710711.000000 Penalty: 3430.368164
	Iteration 13Q: 3 clusters Score -4710711 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -4710761.500000 Penalty: 3430.368164
	Iteration 14Q: 3 clusters Score -4710762 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -4710840.000000 Penalty: 3430.368164
	Iteration 15Q: 3 clusters Score -4710840 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -4710871.000000 Penalty: 3430.368164
	Iteration 16Q: 3 clusters Score -4710871 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -4710881.000000 Penalty: 3430.368164
	Iteration 17Q: 3 clusters Score -4710881 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -4710918.000000 Penalty: 3430.368164
	Iteration 18Q: 3 clusters Score -4710918 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -4710927.000000 Penalty: 3430.368164
	Iteration 19Q: 3 clusters Score -4710927 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -4710944.000000 Penalty: 3430.368164
	Iteration 20F: 3 clusters Score -4710944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31315 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -4710952.500000 Penalty: 3430.368164
	Iteration 21Q: 3 clusters Score -4710952 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -4710955.500000 Penalty: 3430.368164
	Iteration 22Q: 3 clusters Score -4710956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -4710965.000000 Penalty: 3430.368164
	Iteration 23Q: 3 clusters Score -4710965 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -4710958.000000 Penalty: 3430.368164
	Iteration 24Q: 3 clusters Score -4710958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -4710965.500000 Penalty: 3430.368164
	Iteration 25Q: 3 clusters Score -4710966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -4710974.500000 Penalty: 3430.368164
	Iteration 26Q: 3 clusters Score -4710974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -4710970.000000 Penalty: 3430.368164
	Iteration 27Q: 3 clusters Score -4710970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -4710979.000000 Penalty: 3430.368164
	Iteration 28Q: 3 clusters Score -4710979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -4710985.000000 Penalty: 3430.368164
	Iteration 29Q: 3 clusters Score -4710985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -4710985.500000 Penalty: 3430.368164
	Iteration 30Q: 3 clusters Score -4710986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -4710979.000000 Penalty: 3430.368164
	Iteration 31Q: 3 clusters Score -4710979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -4710978.500000 Penalty: 3430.368164
	Iteration 32Q: 3 clusters Score -4710978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -4710977.500000 Penalty: 3430.368164
	Iteration 33Q: 3 clusters Score -4710978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -4710977.000000 Penalty: 3430.368164
	Iteration 34Q: 3 clusters Score -4710977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -4710980.000000 Penalty: 3430.368164
	Iteration 35Q: 3 clusters Score -4710980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -4710980.500000 Penalty: 3430.368164
	Iteration 36Q: 3 clusters Score -4710980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -4710986.500000 Penalty: 3430.368164
	Iteration 37Q: 3 clusters Score -4710986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -4710981.000000 Penalty: 3430.368164
	Iteration 38Q: 3 clusters Score -4710981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -4710982.500000 Penalty: 3430.368164
	Iteration 39Q: 3 clusters Score -4710982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -4710982.500000 Penalty: 3430.368164
	Iteration 40F: 3 clusters Score -4710982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 60938 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 52686 members 
Mstep: Class 10 contains 31677 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 10742 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 19969 members 
Mstep: Class 15 contains 11184 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 57305 members 
Mstep: Class 20 contains 14902 members 
Mstep: Class 21 contains 6691 members 
Entering Unmasked Estep 
Score: -48162980.000000 Penalty: 44035.703125
Splitting cluster 10 changes total score from -48149828.000000 to -48162980.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (4671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Entering Unmasked Estep 
Score: -561922.500000 Penalty: 1372.983276
	Iteration 0F: 2 clusters Score -561922.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -558194.000000 Penalty: 2745.966553
	Iteration 0F: 3 clusters Score -558194 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -559573.687500 Penalty: 2745.966553
	Iteration 1F: 3 clusters Score -559573.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -560316.000000 Penalty: 2745.966553
	Iteration 2F: 3 clusters Score -560316 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -561081.375000 Penalty: 2745.966553
	Iteration 3F: 3 clusters Score -561081.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -561788.062500 Penalty: 2745.966553
	Iteration 4F: 3 clusters Score -561788.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -562270.500000 Penalty: 2745.966553
	Iteration 5F: 3 clusters Score -562270.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -562589.500000 Penalty: 2745.966553
	Iteration 6F: 3 clusters Score -562589.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -562965.562500 Penalty: 2745.966553
	Iteration 7Q: 3 clusters Score -562965.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -563673.812500 Penalty: 2745.966553
	Iteration 8Q: 3 clusters Score -563673.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -565023.687500 Penalty: 2745.966553
	Iteration 9Q: 3 clusters Score -565023.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -566302.625000 Penalty: 2745.966553
	Iteration 10F: 3 clusters Score -566302.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -568609.625000 Penalty: 2745.966553
	Iteration 11F: 3 clusters Score -568609.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -569556.125000 Penalty: 2745.966553
	Iteration 12Q: 3 clusters Score -569556.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -569629.812500 Penalty: 2745.966553
	Iteration 13Q: 3 clusters Score -569629.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -569691.812500 Penalty: 2745.966553
	Iteration 14Q: 3 clusters Score -569691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -569727.187500 Penalty: 2745.966553
	Iteration 15Q: 3 clusters Score -569727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -569746.750000 Penalty: 2745.966553
	Iteration 16Q: 3 clusters Score -569746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -569757.125000 Penalty: 2745.966553
	Iteration 17Q: 3 clusters Score -569757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -569760.187500 Penalty: 2745.966553
	Iteration 18Q: 3 clusters Score -569760.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -569805.625000 Penalty: 2745.966553
	Iteration 19F: 3 clusters Score -569805.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -569984.000000 Penalty: 2745.966553
	Iteration 20F: 3 clusters Score -569984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -570035.750000 Penalty: 2745.966553
	Iteration 21Q: 3 clusters Score -570035.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -570041.875000 Penalty: 2745.966553
	Iteration 22Q: 3 clusters Score -570041.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -570044.375000 Penalty: 2745.966553
	Iteration 23Q: 3 clusters Score -570044.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -570044.375000 Penalty: 2745.966553
	Iteration 24F: 3 clusters Score -570044.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 60938 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 52686 members 
Mstep: Class 10 contains 31677 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 10742 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 19969 members 
Mstep: Class 15 contains 11184 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 57305 members 
Mstep: Class 20 contains 14902 members 
Mstep: Class 21 contains 6691 members 
Mstep: Class 22 contains 2818 members 
Entering Unmasked Estep 
Score: -48170400.000000 Penalty: 46132.640625
Splitting cluster 11 changes total score from -48149828.000000 to -48170400.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (10742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Entering Unmasked Estep 
Score: -1257804.125000 Penalty: 1508.311401
	Iteration 0F: 2 clusters Score -1257804 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 5368 members 
Entering Unmasked Estep 
Score: -1250291.750000 Penalty: 3016.622803
	Iteration 0F: 3 clusters Score -1250292 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1253595.125000 Penalty: 3016.622803
	Iteration 1F: 3 clusters Score -1253595 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1255092.125000 Penalty: 3016.622803
	Iteration 2F: 3 clusters Score -1255092 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1257135.250000 Penalty: 3016.622803
	Iteration 3F: 3 clusters Score -1257135 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1258978.375000 Penalty: 3016.622803
	Iteration 4F: 3 clusters Score -1258978 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1259955.875000 Penalty: 3016.622803
	Iteration 5F: 3 clusters Score -1259956 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1260424.750000 Penalty: 3016.622803
	Iteration 6Q: 3 clusters Score -1260425 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1260760.125000 Penalty: 3016.622803
	Iteration 7Q: 3 clusters Score -1260760 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1260945.125000 Penalty: 3016.622803
	Iteration 8Q: 3 clusters Score -1260945 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1261046.625000 Penalty: 3016.622803
	Iteration 9Q: 3 clusters Score -1261047 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1261115.250000 Penalty: 3016.622803
	Iteration 10Q: 3 clusters Score -1261115 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1261162.500000 Penalty: 3016.622803
	Iteration 11Q: 3 clusters Score -1261162 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1261197.875000 Penalty: 3016.622803
	Iteration 12Q: 3 clusters Score -1261198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1261246.500000 Penalty: 3016.622803
	Iteration 13Q: 3 clusters Score -1261246 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1261308.250000 Penalty: 3016.622803
	Iteration 14Q: 3 clusters Score -1261308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1261405.875000 Penalty: 3016.622803
	Iteration 15Q: 3 clusters Score -1261406 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1261481.125000 Penalty: 3016.622803
	Iteration 16Q: 3 clusters Score -1261481 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1261519.250000 Penalty: 3016.622803
	Iteration 17Q: 3 clusters Score -1261519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1261532.750000 Penalty: 3016.622803
	Iteration 18Q: 3 clusters Score -1261533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1261543.125000 Penalty: 3016.622803
	Iteration 19Q: 3 clusters Score -1261543 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1261550.625000 Penalty: 3016.622803
	Iteration 20F: 3 clusters Score -1261551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1261550.375000 Penalty: 3016.622803
	Iteration 21Q: 3 clusters Score -1261550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1261550.125000 Penalty: 3016.622803
	Iteration 22Q: 3 clusters Score -1261550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1261551.000000 Penalty: 3016.622803
	Iteration 23Q: 3 clusters Score -1261551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1261551.250000 Penalty: 3016.622803
	Iteration 24Q: 3 clusters Score -1261551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1261551.250000 Penalty: 3016.622803
	Iteration 25F: 3 clusters Score -1261551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 60938 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 52686 members 
Mstep: Class 10 contains 31677 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 19969 members 
Mstep: Class 15 contains 11184 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 57305 members 
Mstep: Class 20 contains 14902 members 
Mstep: Class 21 contains 6691 members 
Mstep: Class 22 contains 2818 members 
Mstep: Class 23 contains 7419 members 
Entering Unmasked Estep 
Score: -48173756.000000 Penalty: 48229.578125
Splitting cluster 12 changes total score from -48149828.000000 to -48173756.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (19969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Entering Unmasked Estep 
Score: -2436639.250000 Penalty: 1609.064697
	Iteration 0F: 2 clusters Score -2436639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2423044.000000 Penalty: 3218.129395
	Iteration 0F: 3 clusters Score -2423044 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2430028.250000 Penalty: 3218.129395
	Iteration 1F: 3 clusters Score -2430028 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2432498.750000 Penalty: 3218.129395
	Iteration 2F: 3 clusters Score -2432499 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -2435284.500000 Penalty: 3218.129395
	Iteration 3F: 3 clusters Score -2435284 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2437662.250000 Penalty: 3218.129395
	Iteration 4F: 3 clusters Score -2437662 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -2438977.000000 Penalty: 3218.129395
	Iteration 5F: 3 clusters Score -2438977 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2439530.250000 Penalty: 3218.129395
	Iteration 6Q: 3 clusters Score -2439530 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2439816.000000 Penalty: 3218.129395
	Iteration 7Q: 3 clusters Score -2439816 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2440041.250000 Penalty: 3218.129395
	Iteration 8Q: 3 clusters Score -2440041 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2440251.000000 Penalty: 3218.129395
	Iteration 9Q: 3 clusters Score -2440251 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2440471.750000 Penalty: 3218.129395
	Iteration 10Q: 3 clusters Score -2440472 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2440686.500000 Penalty: 3218.129395
	Iteration 11Q: 3 clusters Score -2440686 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2440802.500000 Penalty: 3218.129395
	Iteration 12Q: 3 clusters Score -2440802 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2440830.500000 Penalty: 3218.129395
	Iteration 13Q: 3 clusters Score -2440830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -2440843.750000 Penalty: 3218.129395
	Iteration 14Q: 3 clusters Score -2440844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2440851.750000 Penalty: 3218.129395
	Iteration 15Q: 3 clusters Score -2440852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2440846.750000 Penalty: 3218.129395
	Iteration 16Q: 3 clusters Score -2440847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2440849.250000 Penalty: 3218.129395
	Iteration 17Q: 3 clusters Score -2440849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2440854.000000 Penalty: 3218.129395
	Iteration 18Q: 3 clusters Score -2440854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -2440850.250000 Penalty: 3218.129395
	Iteration 19Q: 3 clusters Score -2440850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2440851.000000 Penalty: 3218.129395
	Iteration 20F: 3 clusters Score -2440851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2440848.250000 Penalty: 3218.129395
	Iteration 21Q: 3 clusters Score -2440848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -2440849.500000 Penalty: 3218.129395
	Iteration 22Q: 3 clusters Score -2440850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -2440850.750000 Penalty: 3218.129395
	Iteration 23Q: 3 clusters Score -2440851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2440848.500000 Penalty: 3218.129395
	Iteration 24Q: 3 clusters Score -2440848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2440850.250000 Penalty: 3218.129395
	Iteration 25Q: 3 clusters Score -2440850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2440850.250000 Penalty: 3218.129395
	Iteration 26F: 3 clusters Score -2440850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 60938 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 52686 members 
Mstep: Class 10 contains 31677 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 16299 members 
Mstep: Class 15 contains 11184 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 57305 members 
Mstep: Class 20 contains 14902 members 
Mstep: Class 21 contains 6691 members 
Mstep: Class 22 contains 2818 members 
Mstep: Class 23 contains 7419 members 
Mstep: Class 24 contains 3670 members 
Entering Unmasked Estep 
Score: -48177416.000000 Penalty: 50326.515625
Splitting cluster 14 changes total score from -48149828.000000 to -48177416.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 15 (11184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Entering Unmasked Estep 
Score: -1271384.875000 Penalty: 1514.864014
	Iteration 0F: 2 clusters Score -1271385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1263402.250000 Penalty: 3029.728027
	Iteration 0F: 3 clusters Score -1263402 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1266396.000000 Penalty: 3029.728027
	Iteration 1F: 3 clusters Score -1266396 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1266915.375000 Penalty: 3029.728027
	Iteration 2F: 3 clusters Score -1266915 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1267408.375000 Penalty: 3029.728027
	Iteration 3F: 3 clusters Score -1267408 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1267973.000000 Penalty: 3029.728027
	Iteration 4F: 3 clusters Score -1267973 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1268536.625000 Penalty: 3029.728027
	Iteration 5F: 3 clusters Score -1268537 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1269169.625000 Penalty: 3029.728027
	Iteration 6F: 3 clusters Score -1269170 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1269837.750000 Penalty: 3029.728027
	Iteration 7F: 3 clusters Score -1269838 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1270393.000000 Penalty: 3029.728027
	Iteration 8F: 3 clusters Score -1270393 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1270833.500000 Penalty: 3029.728027
	Iteration 9Q: 3 clusters Score -1270834 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1271133.625000 Penalty: 3029.728027
	Iteration 10Q: 3 clusters Score -1271134 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1271334.875000 Penalty: 3029.728027
	Iteration 11Q: 3 clusters Score -1271335 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1271490.125000 Penalty: 3029.728027
	Iteration 12Q: 3 clusters Score -1271490 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1271657.625000 Penalty: 3029.728027
	Iteration 13Q: 3 clusters Score -1271658 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1271796.875000 Penalty: 3029.728027
	Iteration 14Q: 3 clusters Score -1271797 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1271925.875000 Penalty: 3029.728027
	Iteration 15Q: 3 clusters Score -1271926 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1272032.875000 Penalty: 3029.728027
	Iteration 16Q: 3 clusters Score -1272033 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1272123.625000 Penalty: 3029.728027
	Iteration 17Q: 3 clusters Score -1272124 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1272196.500000 Penalty: 3029.728027
	Iteration 18Q: 3 clusters Score -1272196 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1272295.375000 Penalty: 3029.728027
	Iteration 19Q: 3 clusters Score -1272295 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1272469.000000 Penalty: 3029.728027
	Iteration 20F: 3 clusters Score -1272469 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1272696.125000 Penalty: 3029.728027
	Iteration 21Q: 3 clusters Score -1272696 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1272899.875000 Penalty: 3029.728027
	Iteration 22Q: 3 clusters Score -1272900 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1273043.125000 Penalty: 3029.728027
	Iteration 23Q: 3 clusters Score -1273043 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1273164.375000 Penalty: 3029.728027
	Iteration 24Q: 3 clusters Score -1273164 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1273246.625000 Penalty: 3029.728027
	Iteration 25Q: 3 clusters Score -1273247 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1273306.000000 Penalty: 3029.728027
	Iteration 26Q: 3 clusters Score -1273306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1273348.125000 Penalty: 3029.728027
	Iteration 27Q: 3 clusters Score -1273348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1273374.750000 Penalty: 3029.728027
	Iteration 28Q: 3 clusters Score -1273375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1273387.500000 Penalty: 3029.728027
	Iteration 29Q: 3 clusters Score -1273388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1273396.375000 Penalty: 3029.728027
	Iteration 30Q: 3 clusters Score -1273396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1273400.750000 Penalty: 3029.728027
	Iteration 31Q: 3 clusters Score -1273401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1273402.000000 Penalty: 3029.728027
	Iteration 32Q: 3 clusters Score -1273402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1273403.250000 Penalty: 3029.728027
	Iteration 33Q: 3 clusters Score -1273403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1273407.625000 Penalty: 3029.728027
	Iteration 34Q: 3 clusters Score -1273408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1273406.625000 Penalty: 3029.728027
	Iteration 35Q: 3 clusters Score -1273407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1273409.375000 Penalty: 3029.728027
	Iteration 36Q: 3 clusters Score -1273409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1273408.000000 Penalty: 3029.728027
	Iteration 37Q: 3 clusters Score -1273408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1273409.875000 Penalty: 3029.728027
	Iteration 38Q: 3 clusters Score -1273410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1273409.875000 Penalty: 3029.728027
	Iteration 39F: 3 clusters Score -1273410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 60938 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 52686 members 
Mstep: Class 10 contains 31677 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 16299 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 4393 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 57305 members 
Mstep: Class 20 contains 14902 members 
Mstep: Class 21 contains 6691 members 
Mstep: Class 22 contains 2818 members 
Mstep: Class 23 contains 7419 members 
Mstep: Class 24 contains 3670 members 
Mstep: Class 25 contains 9828 members 
Entering Unmasked Estep 
Score: -48178768.000000 Penalty: 52423.453125
Splitting cluster 15 changes total score from -48149828.000000 to -48178768.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 16 (4393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Entering Unmasked Estep 
Score: -516829.437500 Penalty: 1363.012207
	Iteration 0F: 2 clusters Score -516829.4 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 2207 members 
Entering Unmasked Estep 
Score: -513565.343750 Penalty: 2726.024414
	Iteration 0F: 3 clusters Score -513565.3 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -518145.406250 Penalty: 2726.024414
	Iteration 1F: 3 clusters Score -518145.4 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -520085.062500 Penalty: 2726.024414
	Iteration 2F: 3 clusters Score -520085.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -520739.812500 Penalty: 2726.024414
	Iteration 3F: 3 clusters Score -520739.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -520878.468750 Penalty: 2726.024414
	Iteration 4Q: 3 clusters Score -520878.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -520929.125000 Penalty: 2726.024414
	Iteration 5Q: 3 clusters Score -520929.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -520944.250000 Penalty: 2726.024414
	Iteration 6Q: 3 clusters Score -520944.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -520948.593750 Penalty: 2726.024414
	Iteration 7Q: 3 clusters Score -520948.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -520949.468750 Penalty: 2726.024414
	Iteration 8Q: 3 clusters Score -520949.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -520951.531250 Penalty: 2726.024414
	Iteration 9Q: 3 clusters Score -520951.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -520954.968750 Penalty: 2726.024414
	Iteration 10Q: 3 clusters Score -520955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -520957.843750 Penalty: 2726.024414
	Iteration 11Q: 3 clusters Score -520957.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -520960.562500 Penalty: 2726.024414
	Iteration 12Q: 3 clusters Score -520960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -520962.562500 Penalty: 2726.024414
	Iteration 13Q: 3 clusters Score -520962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -520962.562500 Penalty: 2726.024414
	Iteration 14F: 3 clusters Score -520962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 60938 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 52686 members 
Mstep: Class 10 contains 31677 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 16299 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 8133 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 57305 members 
Mstep: Class 20 contains 14902 members 
Mstep: Class 21 contains 6691 members 
Mstep: Class 22 contains 2818 members 
Mstep: Class 23 contains 7419 members 
Mstep: Class 24 contains 3670 members 
Mstep: Class 25 contains 9828 members 
Mstep: Class 26 contains 4153 members 
Entering Unmasked Estep 
Score: -48182248.000000 Penalty: 54520.390625
Splitting cluster 16 changes total score from -48149828.000000 to -48182248.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (8133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Entering Unmasked Estep 
Score: -958898.187500 Penalty: 1463.098755
	Iteration 0F: 2 clusters Score -958898.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -952978.375000 Penalty: 2926.197510
	Iteration 0F: 3 clusters Score -952978.4 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -955296.187500 Penalty: 2926.197510
	Iteration 1F: 3 clusters Score -955296.2 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -956324.812500 Penalty: 2926.197510
	Iteration 2F: 3 clusters Score -956324.8 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -957767.500000 Penalty: 2926.197510
	Iteration 3F: 3 clusters Score -957767.5 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -958752.625000 Penalty: 2926.197510
	Iteration 4F: 3 clusters Score -958752.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -959273.062500 Penalty: 2926.197510
	Iteration 5F: 3 clusters Score -959273.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -959642.125000 Penalty: 2926.197510
	Iteration 6Q: 3 clusters Score -959642.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -959867.125000 Penalty: 2926.197510
	Iteration 7Q: 3 clusters Score -959867.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -960024.687500 Penalty: 2926.197510
	Iteration 8Q: 3 clusters Score -960024.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -960152.062500 Penalty: 2926.197510
	Iteration 9Q: 3 clusters Score -960152.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -960292.562500 Penalty: 2926.197510
	Iteration 10Q: 3 clusters Score -960292.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -960390.187500 Penalty: 2926.197510
	Iteration 11Q: 3 clusters Score -960390.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -960434.000000 Penalty: 2926.197510
	Iteration 12Q: 3 clusters Score -960434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -960460.812500 Penalty: 2926.197510
	Iteration 13Q: 3 clusters Score -960460.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -960480.437500 Penalty: 2926.197510
	Iteration 14Q: 3 clusters Score -960480.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -960498.500000 Penalty: 2926.197510
	Iteration 15Q: 3 clusters Score -960498.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -960512.250000 Penalty: 2926.197510
	Iteration 16Q: 3 clusters Score -960512.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -960523.875000 Penalty: 2926.197510
	Iteration 17Q: 3 clusters Score -960523.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -960537.687500 Penalty: 2926.197510
	Iteration 18Q: 3 clusters Score -960537.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -960544.250000 Penalty: 2926.197510
	Iteration 19Q: 3 clusters Score -960544.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -960553.500000 Penalty: 2926.197510
	Iteration 20F: 3 clusters Score -960553.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -960557.687500 Penalty: 2926.197510
	Iteration 21Q: 3 clusters Score -960557.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -960568.375000 Penalty: 2926.197510
	Iteration 22Q: 3 clusters Score -960568.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -960581.000000 Penalty: 2926.197510
	Iteration 23Q: 3 clusters Score -960581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -960593.625000 Penalty: 2926.197510
	Iteration 24Q: 3 clusters Score -960593.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -960603.500000 Penalty: 2926.197510
	Iteration 25Q: 3 clusters Score -960603.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -960610.187500 Penalty: 2926.197510
	Iteration 26Q: 3 clusters Score -960610.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -960617.687500 Penalty: 2926.197510
	Iteration 27Q: 3 clusters Score -960617.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -960623.750000 Penalty: 2926.197510
	Iteration 28Q: 3 clusters Score -960623.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -960630.687500 Penalty: 2926.197510
	Iteration 29Q: 3 clusters Score -960630.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -960636.437500 Penalty: 2926.197510
	Iteration 30Q: 3 clusters Score -960636.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -960645.437500 Penalty: 2926.197510
	Iteration 31Q: 3 clusters Score -960645.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -960656.562500 Penalty: 2926.197510
	Iteration 32Q: 3 clusters Score -960656.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -960664.875000 Penalty: 2926.197510
	Iteration 33Q: 3 clusters Score -960664.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -960675.187500 Penalty: 2926.197510
	Iteration 34Q: 3 clusters Score -960675.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -960681.812500 Penalty: 2926.197510
	Iteration 35Q: 3 clusters Score -960681.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -960689.250000 Penalty: 2926.197510
	Iteration 36Q: 3 clusters Score -960689.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -960695.625000 Penalty: 2926.197510
	Iteration 37Q: 3 clusters Score -960695.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -960705.312500 Penalty: 2926.197510
	Iteration 38Q: 3 clusters Score -960705.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -960706.000000 Penalty: 2926.197510
	Iteration 39Q: 3 clusters Score -960706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -960710.000000 Penalty: 2926.197510
	Iteration 40F: 3 clusters Score -960710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -960710.625000 Penalty: 2926.197510
	Iteration 41Q: 3 clusters Score -960710.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -960712.062500 Penalty: 2926.197510
	Iteration 42Q: 3 clusters Score -960712.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -960715.562500 Penalty: 2926.197510
	Iteration 43Q: 3 clusters Score -960715.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -960716.000000 Penalty: 2926.197510
	Iteration 44Q: 3 clusters Score -960716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -960721.187500 Penalty: 2926.197510
	Iteration 45Q: 3 clusters Score -960721.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -960723.937500 Penalty: 2926.197510
	Iteration 46Q: 3 clusters Score -960723.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -960728.562500 Penalty: 2926.197510
	Iteration 47Q: 3 clusters Score -960728.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -960737.750000 Penalty: 2926.197510
	Iteration 48Q: 3 clusters Score -960737.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -960741.937500 Penalty: 2926.197510
	Iteration 49Q: 3 clusters Score -960741.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -960745.187500 Penalty: 2926.197510
	Iteration 50Q: 3 clusters Score -960745.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -960750.500000 Penalty: 2926.197510
	Iteration 51Q: 3 clusters Score -960750.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -960755.062500 Penalty: 2926.197510
	Iteration 52Q: 3 clusters Score -960755.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -960760.750000 Penalty: 2926.197510
	Iteration 53Q: 3 clusters Score -960760.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -960764.625000 Penalty: 2926.197510
	Iteration 54Q: 3 clusters Score -960764.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -960768.937500 Penalty: 2926.197510
	Iteration 55Q: 3 clusters Score -960768.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -960773.937500 Penalty: 2926.197510
	Iteration 56Q: 3 clusters Score -960773.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -960776.187500 Penalty: 2926.197510
	Iteration 57Q: 3 clusters Score -960776.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -960780.875000 Penalty: 2926.197510
	Iteration 58Q: 3 clusters Score -960780.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -960786.375000 Penalty: 2926.197510
	Iteration 59Q: 3 clusters Score -960786.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -960787.937500 Penalty: 2926.197510
	Iteration 60F: 3 clusters Score -960787.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -960791.562500 Penalty: 2926.197510
	Iteration 61Q: 3 clusters Score -960791.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -960795.250000 Penalty: 2926.197510
	Iteration 62Q: 3 clusters Score -960795.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -960799.562500 Penalty: 2926.197510
	Iteration 63Q: 3 clusters Score -960799.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -960799.562500 Penalty: 2926.197510
	Iteration 64Q: 3 clusters Score -960799.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -960802.812500 Penalty: 2926.197510
	Iteration 65Q: 3 clusters Score -960802.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -960806.437500 Penalty: 2926.197510
	Iteration 66Q: 3 clusters Score -960806.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -960804.187500 Penalty: 2926.197510
	Iteration 67Q: 3 clusters Score -960804.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -960806.937500 Penalty: 2926.197510
	Iteration 68Q: 3 clusters Score -960806.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -960807.250000 Penalty: 2926.197510
	Iteration 69Q: 3 clusters Score -960807.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -960809.812500 Penalty: 2926.197510
	Iteration 70Q: 3 clusters Score -960809.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -960808.750000 Penalty: 2926.197510
	Iteration 71Q: 3 clusters Score -960808.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -960811.625000 Penalty: 2926.197510
	Iteration 72Q: 3 clusters Score -960811.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -960817.000000 Penalty: 2926.197510
	Iteration 73Q: 3 clusters Score -960817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -960818.812500 Penalty: 2926.197510
	Iteration 74Q: 3 clusters Score -960818.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -960824.312500 Penalty: 2926.197510
	Iteration 75Q: 3 clusters Score -960824.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -960829.125000 Penalty: 2926.197510
	Iteration 76Q: 3 clusters Score -960829.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -960831.875000 Penalty: 2926.197510
	Iteration 77Q: 3 clusters Score -960831.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -960830.937500 Penalty: 2926.197510
	Iteration 78Q: 3 clusters Score -960830.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -960831.375000 Penalty: 2926.197510
	Iteration 79Q: 3 clusters Score -960831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -960832.562500 Penalty: 2926.197510
	Iteration 80F: 3 clusters Score -960832.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -960832.937500 Penalty: 2926.197510
	Iteration 81Q: 3 clusters Score -960832.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -960834.125000 Penalty: 2926.197510
	Iteration 82Q: 3 clusters Score -960834.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -960834.687500 Penalty: 2926.197510
	Iteration 83Q: 3 clusters Score -960834.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -960833.750000 Penalty: 2926.197510
	Iteration 84Q: 3 clusters Score -960833.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -960834.687500 Penalty: 2926.197510
	Iteration 85Q: 3 clusters Score -960834.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -960835.125000 Penalty: 2926.197510
	Iteration 86Q: 3 clusters Score -960835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -960835.125000 Penalty: 2926.197510
	Iteration 87F: 3 clusters Score -960835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 60938 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 52686 members 
Mstep: Class 10 contains 31677 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 16299 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 57305 members 
Mstep: Class 20 contains 14902 members 
Mstep: Class 21 contains 6691 members 
Mstep: Class 22 contains 2818 members 
Mstep: Class 23 contains 7419 members 
Mstep: Class 24 contains 3670 members 
Mstep: Class 25 contains 9828 members 
Mstep: Class 26 contains 4153 members 
Mstep: Class 27 contains 3362 members 
Entering Unmasked Estep 
Score: -48183416.000000 Penalty: 56617.332031
Splitting cluster 17 changes total score from -48149828.000000 to -48183416.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (13310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Entering Unmasked Estep 
Score: -1645244.375000 Penalty: 1543.144043
	Iteration 0F: 2 clusters Score -1645244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1635975.000000 Penalty: 3086.288086
	Iteration 0F: 3 clusters Score -1635975 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1639091.625000 Penalty: 3086.288086
	Iteration 1F: 3 clusters Score -1639092 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1639401.375000 Penalty: 3086.288086
	Iteration 2F: 3 clusters Score -1639401 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1639644.000000 Penalty: 3086.288086
	Iteration 3F: 3 clusters Score -1639644 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1639843.125000 Penalty: 3086.288086
	Iteration 4Q: 3 clusters Score -1639843 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1640035.500000 Penalty: 3086.288086
	Iteration 5Q: 3 clusters Score -1640036 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1640239.375000 Penalty: 3086.288086
	Iteration 6Q: 3 clusters Score -1640239 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1640457.125000 Penalty: 3086.288086
	Iteration 7Q: 3 clusters Score -1640457 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1640679.375000 Penalty: 3086.288086
	Iteration 8Q: 3 clusters Score -1640679 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1640898.000000 Penalty: 3086.288086
	Iteration 9Q: 3 clusters Score -1640898 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1641114.625000 Penalty: 3086.288086
	Iteration 10Q: 3 clusters Score -1641115 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1641307.875000 Penalty: 3086.288086
	Iteration 11Q: 3 clusters Score -1641308 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1641483.500000 Penalty: 3086.288086
	Iteration 12Q: 3 clusters Score -1641484 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1641633.875000 Penalty: 3086.288086
	Iteration 13Q: 3 clusters Score -1641634 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1641770.875000 Penalty: 3086.288086
	Iteration 14Q: 3 clusters Score -1641771 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1641876.750000 Penalty: 3086.288086
	Iteration 15Q: 3 clusters Score -1641877 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1641977.875000 Penalty: 3086.288086
	Iteration 16Q: 3 clusters Score -1641978 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1642064.375000 Penalty: 3086.288086
	Iteration 17Q: 3 clusters Score -1642064 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1642144.750000 Penalty: 3086.288086
	Iteration 18Q: 3 clusters Score -1642145 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1642223.250000 Penalty: 3086.288086
	Iteration 19Q: 3 clusters Score -1642223 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1642286.750000 Penalty: 3086.288086
	Iteration 20F: 3 clusters Score -1642287 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1642356.875000 Penalty: 3086.288086
	Iteration 21Q: 3 clusters Score -1642357 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1642431.875000 Penalty: 3086.288086
	Iteration 22Q: 3 clusters Score -1642432 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1642496.125000 Penalty: 3086.288086
	Iteration 23Q: 3 clusters Score -1642496 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1642557.250000 Penalty: 3086.288086
	Iteration 24Q: 3 clusters Score -1642557 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1642633.500000 Penalty: 3086.288086
	Iteration 25Q: 3 clusters Score -1642634 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1642725.375000 Penalty: 3086.288086
	Iteration 26Q: 3 clusters Score -1642725 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1642810.750000 Penalty: 3086.288086
	Iteration 27Q: 3 clusters Score -1642811 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1642874.750000 Penalty: 3086.288086
	Iteration 28Q: 3 clusters Score -1642875 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1642951.250000 Penalty: 3086.288086
	Iteration 29Q: 3 clusters Score -1642951 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1643016.000000 Penalty: 3086.288086
	Iteration 30Q: 3 clusters Score -1643016 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1643070.375000 Penalty: 3086.288086
	Iteration 31Q: 3 clusters Score -1643070 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1643138.375000 Penalty: 3086.288086
	Iteration 32Q: 3 clusters Score -1643138 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1643204.250000 Penalty: 3086.288086
	Iteration 33Q: 3 clusters Score -1643204 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1643267.250000 Penalty: 3086.288086
	Iteration 34Q: 3 clusters Score -1643267 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1643321.625000 Penalty: 3086.288086
	Iteration 35Q: 3 clusters Score -1643322 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1643368.750000 Penalty: 3086.288086
	Iteration 36Q: 3 clusters Score -1643369 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1643410.000000 Penalty: 3086.288086
	Iteration 37Q: 3 clusters Score -1643410 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1643446.500000 Penalty: 3086.288086
	Iteration 38Q: 3 clusters Score -1643446 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1643490.625000 Penalty: 3086.288086
	Iteration 39Q: 3 clusters Score -1643491 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1643531.000000 Penalty: 3086.288086
	Iteration 40F: 3 clusters Score -1643531 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1643560.375000 Penalty: 3086.288086
	Iteration 41Q: 3 clusters Score -1643560 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1643589.875000 Penalty: 3086.288086
	Iteration 42Q: 3 clusters Score -1643590 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1643610.125000 Penalty: 3086.288086
	Iteration 43Q: 3 clusters Score -1643610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1643625.125000 Penalty: 3086.288086
	Iteration 44Q: 3 clusters Score -1643625 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1643642.250000 Penalty: 3086.288086
	Iteration 45Q: 3 clusters Score -1643642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1643664.000000 Penalty: 3086.288086
	Iteration 46Q: 3 clusters Score -1643664 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1643683.625000 Penalty: 3086.288086
	Iteration 47Q: 3 clusters Score -1643684 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1643694.875000 Penalty: 3086.288086
	Iteration 48Q: 3 clusters Score -1643695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1643701.750000 Penalty: 3086.288086
	Iteration 49Q: 3 clusters Score -1643702 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1643709.625000 Penalty: 3086.288086
	Iteration 50Q: 3 clusters Score -1643710 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1643721.750000 Penalty: 3086.288086
	Iteration 51Q: 3 clusters Score -1643722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1643732.375000 Penalty: 3086.288086
	Iteration 52Q: 3 clusters Score -1643732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1643741.500000 Penalty: 3086.288086
	Iteration 53Q: 3 clusters Score -1643742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1643748.875000 Penalty: 3086.288086
	Iteration 54Q: 3 clusters Score -1643749 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1643755.875000 Penalty: 3086.288086
	Iteration 55Q: 3 clusters Score -1643756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1643763.500000 Penalty: 3086.288086
	Iteration 56Q: 3 clusters Score -1643764 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1643771.750000 Penalty: 3086.288086
	Iteration 57Q: 3 clusters Score -1643772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1643779.000000 Penalty: 3086.288086
	Iteration 58Q: 3 clusters Score -1643779 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1643786.125000 Penalty: 3086.288086
	Iteration 59Q: 3 clusters Score -1643786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1643792.500000 Penalty: 3086.288086
	Iteration 60F: 3 clusters Score -1643792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1643799.000000 Penalty: 3086.288086
	Iteration 61Q: 3 clusters Score -1643799 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1643814.125000 Penalty: 3086.288086
	Iteration 62Q: 3 clusters Score -1643814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1643829.750000 Penalty: 3086.288086
	Iteration 63Q: 3 clusters Score -1643830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1643844.375000 Penalty: 3086.288086
	Iteration 64Q: 3 clusters Score -1643844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1643855.750000 Penalty: 3086.288086
	Iteration 65Q: 3 clusters Score -1643856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1643864.625000 Penalty: 3086.288086
	Iteration 66Q: 3 clusters Score -1643865 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1643876.500000 Penalty: 3086.288086
	Iteration 67Q: 3 clusters Score -1643876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1643879.750000 Penalty: 3086.288086
	Iteration 68Q: 3 clusters Score -1643880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1643885.625000 Penalty: 3086.288086
	Iteration 69Q: 3 clusters Score -1643886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1643891.000000 Penalty: 3086.288086
	Iteration 70Q: 3 clusters Score -1643891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1643896.625000 Penalty: 3086.288086
	Iteration 71Q: 3 clusters Score -1643897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1643898.500000 Penalty: 3086.288086
	Iteration 72Q: 3 clusters Score -1643898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1643903.875000 Penalty: 3086.288086
	Iteration 73Q: 3 clusters Score -1643904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1643906.250000 Penalty: 3086.288086
	Iteration 74Q: 3 clusters Score -1643906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1643904.500000 Penalty: 3086.288086
	Iteration 75Q: 3 clusters Score -1643904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1643909.875000 Penalty: 3086.288086
	Iteration 76Q: 3 clusters Score -1643910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1643907.375000 Penalty: 3086.288086
	Iteration 77Q: 3 clusters Score -1643907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1643911.250000 Penalty: 3086.288086
	Iteration 78Q: 3 clusters Score -1643911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1643909.750000 Penalty: 3086.288086
	Iteration 79Q: 3 clusters Score -1643910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1643910.125000 Penalty: 3086.288086
	Iteration 80F: 3 clusters Score -1643910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1643912.000000 Penalty: 3086.288086
	Iteration 81Q: 3 clusters Score -1643912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1643911.625000 Penalty: 3086.288086
	Iteration 82Q: 3 clusters Score -1643912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1643910.000000 Penalty: 3086.288086
	Iteration 83Q: 3 clusters Score -1643910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1643913.875000 Penalty: 3086.288086
	Iteration 84Q: 3 clusters Score -1643914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1643917.250000 Penalty: 3086.288086
	Iteration 85Q: 3 clusters Score -1643917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1643916.250000 Penalty: 3086.288086
	Iteration 86Q: 3 clusters Score -1643916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1643919.625000 Penalty: 3086.288086
	Iteration 87Q: 3 clusters Score -1643920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1643922.625000 Penalty: 3086.288086
	Iteration 88Q: 3 clusters Score -1643923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1643924.000000 Penalty: 3086.288086
	Iteration 89Q: 3 clusters Score -1643924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1643924.500000 Penalty: 3086.288086
	Iteration 90Q: 3 clusters Score -1643924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1643926.000000 Penalty: 3086.288086
	Iteration 91Q: 3 clusters Score -1643926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1643927.125000 Penalty: 3086.288086
	Iteration 92Q: 3 clusters Score -1643927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1643928.125000 Penalty: 3086.288086
	Iteration 93Q: 3 clusters Score -1643928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1643929.000000 Penalty: 3086.288086
	Iteration 94Q: 3 clusters Score -1643929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1643936.250000 Penalty: 3086.288086
	Iteration 95Q: 3 clusters Score -1643936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1643933.625000 Penalty: 3086.288086
	Iteration 96Q: 3 clusters Score -1643934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1643939.750000 Penalty: 3086.288086
	Iteration 97Q: 3 clusters Score -1643940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1643941.125000 Penalty: 3086.288086
	Iteration 98Q: 3 clusters Score -1643941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1643945.875000 Penalty: 3086.288086
	Iteration 99Q: 3 clusters Score -1643946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1643948.750000 Penalty: 3086.288086
	Iteration 100F: 3 clusters Score -1643949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1643950.250000 Penalty: 3086.288086
	Iteration 101Q: 3 clusters Score -1643950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1643954.125000 Penalty: 3086.288086
	Iteration 102Q: 3 clusters Score -1643954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1643954.625000 Penalty: 3086.288086
	Iteration 103Q: 3 clusters Score -1643955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1643957.875000 Penalty: 3086.288086
	Iteration 104Q: 3 clusters Score -1643958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1643953.500000 Penalty: 3086.288086
	Iteration 105Q: 3 clusters Score -1643954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1643952.750000 Penalty: 3086.288086
	Iteration 106Q: 3 clusters Score -1643953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1643954.250000 Penalty: 3086.288086
	Iteration 107Q: 3 clusters Score -1643954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1643953.625000 Penalty: 3086.288086
	Iteration 108Q: 3 clusters Score -1643954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1643953.625000 Penalty: 3086.288086
	Iteration 109F: 3 clusters Score -1643954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (57305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Entering Unmasked Estep 
Score: -7027198.500000 Penalty: 1780.373291
	Iteration 0F: 2 clusters Score -7027198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -6988988.000000 Penalty: 3560.746582
	Iteration 0F: 3 clusters Score -6988988 nChanged 26923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -7004810.000000 Penalty: 3560.746582
	Iteration 1F: 3 clusters Score -7004810 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -7006796.500000 Penalty: 3560.746582
	Iteration 2F: 3 clusters Score -7006796 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 29418 members 
Entering Unmasked Estep 
Score: -7010878.500000 Penalty: 3560.746582
	Iteration 3F: 3 clusters Score -7010878 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 30581 members 
Entering Unmasked Estep 
Score: -7017484.500000 Penalty: 3560.746582
	Iteration 4F: 3 clusters Score -7017484 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -7024137.000000 Penalty: 3560.746582
	Iteration 5F: 3 clusters Score -7024137 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -7027983.500000 Penalty: 3560.746582
	Iteration 6F: 3 clusters Score -7027984 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -7029951.000000 Penalty: 3560.746582
	Iteration 7F: 3 clusters Score -7029951 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -7031462.500000 Penalty: 3560.746582
	Iteration 8Q: 3 clusters Score -7031462 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -7032691.500000 Penalty: 3560.746582
	Iteration 9Q: 3 clusters Score -7032692 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -7033538.000000 Penalty: 3560.746582
	Iteration 10Q: 3 clusters Score -7033538 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -7034120.000000 Penalty: 3560.746582
	Iteration 11Q: 3 clusters Score -7034120 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -7034479.000000 Penalty: 3560.746582
	Iteration 12Q: 3 clusters Score -7034479 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -7034765.500000 Penalty: 3560.746582
	Iteration 13Q: 3 clusters Score -7034766 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -7034930.000000 Penalty: 3560.746582
	Iteration 14Q: 3 clusters Score -7034930 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -7035017.000000 Penalty: 3560.746582
	Iteration 15Q: 3 clusters Score -7035017 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -7035093.500000 Penalty: 3560.746582
	Iteration 16Q: 3 clusters Score -7035094 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -7035158.000000 Penalty: 3560.746582
	Iteration 17Q: 3 clusters Score -7035158 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -7035201.000000 Penalty: 3560.746582
	Iteration 18Q: 3 clusters Score -7035201 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -7035224.500000 Penalty: 3560.746582
	Iteration 19Q: 3 clusters Score -7035224 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -7035244.000000 Penalty: 3560.746582
	Iteration 20F: 3 clusters Score -7035244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -7035241.000000 Penalty: 3560.746582
	Iteration 21Q: 3 clusters Score -7035241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -7035234.500000 Penalty: 3560.746582
	Iteration 22Q: 3 clusters Score -7035234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -7035236.000000 Penalty: 3560.746582
	Iteration 23Q: 3 clusters Score -7035236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -7035235.000000 Penalty: 3560.746582
	Iteration 24Q: 3 clusters Score -7035235 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -7035234.500000 Penalty: 3560.746582
	Iteration 25Q: 3 clusters Score -7035234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -7035240.000000 Penalty: 3560.746582
	Iteration 26Q: 3 clusters Score -7035240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -7035245.000000 Penalty: 3560.746582
	Iteration 27Q: 3 clusters Score -7035245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -7035244.500000 Penalty: 3560.746582
	Iteration 28Q: 3 clusters Score -7035244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -7035241.500000 Penalty: 3560.746582
	Iteration 29Q: 3 clusters Score -7035242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -7035242.500000 Penalty: 3560.746582
	Iteration 30Q: 3 clusters Score -7035242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -7035243.500000 Penalty: 3560.746582
	Iteration 31Q: 3 clusters Score -7035244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -7035254.000000 Penalty: 3560.746582
	Iteration 32Q: 3 clusters Score -7035254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -7035252.000000 Penalty: 3560.746582
	Iteration 33Q: 3 clusters Score -7035252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -7035249.000000 Penalty: 3560.746582
	Iteration 34Q: 3 clusters Score -7035249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -7035253.000000 Penalty: 3560.746582
	Iteration 35Q: 3 clusters Score -7035253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -7035250.000000 Penalty: 3560.746582
	Iteration 36Q: 3 clusters Score -7035250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -7035251.000000 Penalty: 3560.746582
	Iteration 37Q: 3 clusters Score -7035251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -7035246.500000 Penalty: 3560.746582
	Iteration 38Q: 3 clusters Score -7035246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -7035246.500000 Penalty: 3560.746582
	Iteration 39F: 3 clusters Score -7035246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 60938 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 13918 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 52686 members 
Mstep: Class 10 contains 31677 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 13 contains 4706 members 
Mstep: Class 14 contains 16299 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 12885 members 
Mstep: Class 20 contains 14902 members 
Mstep: Class 21 contains 6691 members 
Mstep: Class 22 contains 2818 members 
Mstep: Class 23 contains 7419 members 
Mstep: Class 24 contains 3670 members 
Mstep: Class 25 contains 9828 members 
Mstep: Class 26 contains 4153 members 
Mstep: Class 27 contains 3362 members 
Mstep: Class 28 contains 44420 members 
Entering Unmasked Estep 
Score: -48190720.000000 Penalty: 58714.269531
Splitting cluster 19 changes total score from -48149828.000000 to -48190720.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 60938 members 
Mstep: Class 4 contains 5229 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 6185 members 
Mstep: Class 9 contains 52686 members 
Mstep: Class 10 contains 31677 members 
Mstep: Class 11 contains 1853 members 
Mstep: Class 12 contains 3323 members 
Mstep: Class 14 contains 16299 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 240 members 
Mstep: Class 17 contains 4771 members 
Mstep: Class 18 contains 13310 members 
Mstep: Class 19 contains 12885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48202356.000000 Penalty: 58714.269531
Iteration 39Q: 29 clusters Score -4.820236e+07 nChanged 15027
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 66437 members 
Mstep: Class 3 contains 60965 members 
Mstep: Class 4 contains 5733 members 
Mstep: Class 5 contains 4624 members 
Mstep: Class 6 contains 13074 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 53120 members 
Mstep: Class 10 contains 30923 members 
Mstep: Class 11 contains 1879 members 
Mstep: Class 12 contains 3223 members 
Mstep: Class 13 contains 4583 members 
Mstep: Class 14 contains 16628 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 344 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 13428 members 
Mstep: Class 19 contains 13214 members 
Mstep: Class 20 contains 14654 members 
Mstep: Class 21 contains 6304 members 
Mstep: Class 22 contains 2782 members 
Mstep: Class 23 contains 7170 members 
Mstep: Class 24 contains 3564 members 
Mstep: Class 25 contains 9420 members 
Mstep: Class 26 contains 4083 members 
Mstep: Class 27 contains 3259 members 
Mstep: Class 28 contains 42788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48214564.000000 Penalty: 58714.269531
Iteration 40F: 29 clusters Score -4.821456e+07 nChanged 12447
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 66681 members 
Mstep: Class 3 contains 60249 members 
Mstep: Class 4 contains 5961 members 
Mstep: Class 5 contains 4838 members 
Mstep: Class 6 contains 13033 members 
Mstep: Class 7 contains 2887 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 52897 members 
Mstep: Class 10 contains 30251 members 
Mstep: Class 11 contains 1922 members 
Mstep: Class 12 contains 3101 members 
Mstep: Class 13 contains 4560 members 
Mstep: Class 14 contains 16585 members 
Mstep: Class 15 contains 2176 members 
Mstep: Class 16 contains 419 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 18 contains 13346 members 
Mstep: Class 19 contains 13353 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 6265 members 
Mstep: Class 22 contains 2913 members 
Mstep: Class 23 contains 7177 members 
Mstep: Class 24 contains 3674 members 
Mstep: Class 25 contains 9965 members 
Mstep: Class 26 contains 4888 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 42629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48220324.000000 Penalty: 58714.269531
Iteration 41Q: 29 clusters Score -4.822032e+07 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 67208 members 
Mstep: Class 3 contains 59709 members 
Mstep: Class 4 contains 6143 members 
Mstep: Class 5 contains 5005 members 
Mstep: Class 6 contains 12896 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 52723 members 
Mstep: Class 10 contains 29762 members 
Mstep: Class 11 contains 1933 members 
Mstep: Class 12 contains 3034 members 
Mstep: Class 13 contains 4646 members 
Mstep: Class 14 contains 16522 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 502 members 
Mstep: Class 17 contains 4189 members 
Mstep: Class 18 contains 13227 members 
Mstep: Class 19 contains 13501 members 
Mstep: Class 20 contains 14678 members 
Mstep: Class 21 contains 6202 members 
Mstep: Class 22 contains 2954 members 
Mstep: Class 23 contains 7105 members 
Mstep: Class 24 contains 3740 members 
Mstep: Class 25 contains 10378 members 
Mstep: Class 26 contains 5552 members 
Mstep: Class 27 contains 3383 members 
Mstep: Class 28 contains 42193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48223460.000000 Penalty: 58714.269531
Iteration 42Q: 29 clusters Score -4.822346e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 67762 members 
Mstep: Class 3 contains 59332 members 
Mstep: Class 4 contains 6270 members 
Mstep: Class 5 contains 5101 members 
Mstep: Class 6 contains 12715 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 6044 members 
Mstep: Class 9 contains 52531 members 
Mstep: Class 10 contains 29409 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 3000 members 
Mstep: Class 13 contains 4791 members 
Mstep: Class 14 contains 16537 members 
Mstep: Class 15 contains 2349 members 
Mstep: Class 16 contains 567 members 
Mstep: Class 17 contains 4084 members 
Mstep: Class 18 contains 13102 members 
Mstep: Class 19 contains 13637 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 21 contains 6156 members 
Mstep: Class 22 contains 2968 members 
Mstep: Class 23 contains 7027 members 
Mstep: Class 24 contains 3779 members 
Mstep: Class 25 contains 10672 members 
Mstep: Class 26 contains 6117 members 
Mstep: Class 27 contains 3473 members 
Mstep: Class 28 contains 41629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48225900.000000 Penalty: 58714.269531
Iteration 43Q: 29 clusters Score -4.82259e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 68344 members 
Mstep: Class 3 contains 59055 members 
Mstep: Class 4 contains 6361 members 
Mstep: Class 5 contains 5162 members 
Mstep: Class 6 contains 12522 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 6044 members 
Mstep: Class 9 contains 52426 members 
Mstep: Class 10 contains 29143 members 
Mstep: Class 11 contains 1936 members 
Mstep: Class 12 contains 2986 members 
Mstep: Class 13 contains 4958 members 
Mstep: Class 14 contains 16546 members 
Mstep: Class 15 contains 2364 members 
Mstep: Class 16 contains 611 members 
Mstep: Class 17 contains 4011 members 
Mstep: Class 18 contains 12959 members 
Mstep: Class 19 contains 13758 members 
Mstep: Class 20 contains 14714 members 
Mstep: Class 21 contains 6099 members 
Mstep: Class 22 contains 2973 members 
Mstep: Class 23 contains 6944 members 
Mstep: Class 24 contains 3808 members 
Mstep: Class 25 contains 10871 members 
Mstep: Class 26 contains 6574 members 
Mstep: Class 27 contains 3590 members 
Mstep: Class 28 contains 41044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48227772.000000 Penalty: 58714.269531
Iteration 44Q: 29 clusters Score -4.822777e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 68900 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6403 members 
Mstep: Class 5 contains 5210 members 
Mstep: Class 6 contains 12315 members 
Mstep: Class 7 contains 2842 members 
Mstep: Class 8 contains 6034 members 
Mstep: Class 9 contains 52224 members 
Mstep: Class 10 contains 28984 members 
Mstep: Class 11 contains 1937 members 
Mstep: Class 12 contains 2966 members 
Mstep: Class 13 contains 5122 members 
Mstep: Class 14 contains 16617 members 
Mstep: Class 15 contains 2369 members 
Mstep: Class 16 contains 645 members 
Mstep: Class 17 contains 3943 members 
Mstep: Class 18 contains 12834 members 
Mstep: Class 19 contains 13845 members 
Mstep: Class 20 contains 14717 members 
Mstep: Class 21 contains 6051 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 6879 members 
Mstep: Class 24 contains 3850 members 
Mstep: Class 25 contains 11070 members 
Mstep: Class 26 contains 6973 members 
Mstep: Class 27 contains 3737 members 
Mstep: Class 28 contains 40521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48229124.000000 Penalty: 58714.269531
Iteration 45Q: 29 clusters Score -4.822912e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 69375 members 
Mstep: Class 3 contains 58698 members 
Mstep: Class 4 contains 6424 members 
Mstep: Class 5 contains 5252 members 
Mstep: Class 6 contains 12102 members 
Mstep: Class 7 contains 2840 members 
Mstep: Class 8 contains 6023 members 
Mstep: Class 9 contains 51993 members 
Mstep: Class 10 contains 28897 members 
Mstep: Class 11 contains 1940 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 5281 members 
Mstep: Class 14 contains 16673 members 
Mstep: Class 15 contains 2371 members 
Mstep: Class 16 contains 669 members 
Mstep: Class 17 contains 3881 members 
Mstep: Class 18 contains 12720 members 
Mstep: Class 19 contains 13914 members 
Mstep: Class 20 contains 14725 members 
Mstep: Class 21 contains 5996 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 6823 members 
Mstep: Class 24 contains 3886 members 
Mstep: Class 25 contains 11246 members 
Mstep: Class 26 contains 7321 members 
Mstep: Class 27 contains 3902 members 
Mstep: Class 28 contains 39975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48230408.000000 Penalty: 58714.269531
Iteration 46Q: 29 clusters Score -4.823041e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 69836 members 
Mstep: Class 3 contains 58699 members 
Mstep: Class 4 contains 6450 members 
Mstep: Class 5 contains 5288 members 
Mstep: Class 6 contains 11898 members 
Mstep: Class 7 contains 2835 members 
Mstep: Class 8 contains 6009 members 
Mstep: Class 9 contains 51655 members 
Mstep: Class 10 contains 28876 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 5436 members 
Mstep: Class 14 contains 16727 members 
Mstep: Class 15 contains 2372 members 
Mstep: Class 16 contains 683 members 
Mstep: Class 17 contains 3823 members 
Mstep: Class 18 contains 12626 members 
Mstep: Class 19 contains 13969 members 
Mstep: Class 20 contains 14727 members 
Mstep: Class 21 contains 5962 members 
Mstep: Class 22 contains 2980 members 
Mstep: Class 23 contains 6772 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 11435 members 
Mstep: Class 26 contains 7625 members 
Mstep: Class 27 contains 4049 members 
Mstep: Class 28 contains 39401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48230948.000000 Penalty: 58714.269531
Iteration 47Q: 29 clusters Score -4.823095e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 70289 members 
Mstep: Class 3 contains 58666 members 
Mstep: Class 4 contains 6455 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 11737 members 
Mstep: Class 7 contains 2830 members 
Mstep: Class 8 contains 6001 members 
Mstep: Class 9 contains 51386 members 
Mstep: Class 10 contains 28854 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 5558 members 
Mstep: Class 14 contains 16797 members 
Mstep: Class 15 contains 2377 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 12560 members 
Mstep: Class 19 contains 14010 members 
Mstep: Class 20 contains 14732 members 
Mstep: Class 21 contains 5933 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 6736 members 
Mstep: Class 24 contains 3949 members 
Mstep: Class 25 contains 11601 members 
Mstep: Class 26 contains 7833 members 
Mstep: Class 27 contains 4161 members 
Mstep: Class 28 contains 38898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48231524.000000 Penalty: 58714.269531
Iteration 48Q: 29 clusters Score -4.823152e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 70677 members 
Mstep: Class 3 contains 58656 members 
Mstep: Class 4 contains 6446 members 
Mstep: Class 5 contains 5344 members 
Mstep: Class 6 contains 11606 members 
Mstep: Class 7 contains 2824 members 
Mstep: Class 8 contains 5990 members 
Mstep: Class 9 contains 51127 members 
Mstep: Class 10 contains 28888 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 5654 members 
Mstep: Class 14 contains 16874 members 
Mstep: Class 15 contains 2379 members 
Mstep: Class 16 contains 696 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 12459 members 
Mstep: Class 19 contains 14051 members 
Mstep: Class 20 contains 14743 members 
Mstep: Class 21 contains 5905 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 6717 members 
Mstep: Class 24 contains 3972 members 
Mstep: Class 25 contains 11752 members 
Mstep: Class 26 contains 8001 members 
Mstep: Class 27 contains 4246 members 
Mstep: Class 28 contains 38468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48231940.000000 Penalty: 58714.269531
Iteration 49Q: 29 clusters Score -4.823194e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 71019 members 
Mstep: Class 3 contains 58624 members 
Mstep: Class 4 contains 6437 members 
Mstep: Class 5 contains 5362 members 
Mstep: Class 6 contains 11469 members 
Mstep: Class 7 contains 2822 members 
Mstep: Class 8 contains 5979 members 
Mstep: Class 9 contains 50808 members 
Mstep: Class 10 contains 29033 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2943 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 16969 members 
Mstep: Class 15 contains 2383 members 
Mstep: Class 16 contains 708 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 12372 members 
Mstep: Class 19 contains 14087 members 
Mstep: Class 20 contains 14746 members 
Mstep: Class 21 contains 5881 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 6700 members 
Mstep: Class 24 contains 4000 members 
Mstep: Class 25 contains 11869 members 
Mstep: Class 26 contains 8131 members 
Mstep: Class 27 contains 4313 members 
Mstep: Class 28 contains 38130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48232368.000000 Penalty: 58714.269531
Iteration 50Q: 29 clusters Score -4.823237e+07 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 71263 members 
Mstep: Class 3 contains 58617 members 
Mstep: Class 4 contains 6425 members 
Mstep: Class 5 contains 5365 members 
Mstep: Class 6 contains 11349 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 5963 members 
Mstep: Class 9 contains 50430 members 
Mstep: Class 10 contains 29260 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 13 contains 5785 members 
Mstep: Class 14 contains 17075 members 
Mstep: Class 15 contains 2384 members 
Mstep: Class 16 contains 728 members 
Mstep: Class 17 contains 3672 members 
Mstep: Class 18 contains 12304 members 
Mstep: Class 19 contains 14109 members 
Mstep: Class 20 contains 14749 members 
Mstep: Class 21 contains 5836 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 6690 members 
Mstep: Class 24 contains 4020 members 
Mstep: Class 25 contains 11997 members 
Mstep: Class 26 contains 8247 members 
Mstep: Class 27 contains 4370 members 
Mstep: Class 28 contains 37861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48232980.000000 Penalty: 58714.269531
Iteration 51Q: 29 clusters Score -4.823298e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 71440 members 
Mstep: Class 3 contains 58653 members 
Mstep: Class 4 contains 6412 members 
Mstep: Class 5 contains 5364 members 
Mstep: Class 6 contains 11235 members 
Mstep: Class 7 contains 2817 members 
Mstep: Class 8 contains 5956 members 
Mstep: Class 9 contains 50028 members 
Mstep: Class 10 contains 29554 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 5836 members 
Mstep: Class 14 contains 17191 members 
Mstep: Class 15 contains 2387 members 
Mstep: Class 16 contains 737 members 
Mstep: Class 17 contains 3663 members 
Mstep: Class 18 contains 12246 members 
Mstep: Class 19 contains 14120 members 
Mstep: Class 20 contains 14749 members 
Mstep: Class 21 contains 5773 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 6678 members 
Mstep: Class 24 contains 4037 members 
Mstep: Class 25 contains 12093 members 
Mstep: Class 26 contains 8343 members 
Mstep: Class 27 contains 4424 members 
Mstep: Class 28 contains 37620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48233380.000000 Penalty: 58714.269531
Iteration 52Q: 29 clusters Score -4.823338e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 71570 members 
Mstep: Class 3 contains 58691 members 
Mstep: Class 4 contains 6398 members 
Mstep: Class 5 contains 5365 members 
Mstep: Class 6 contains 11149 members 
Mstep: Class 7 contains 2811 members 
Mstep: Class 8 contains 5956 members 
Mstep: Class 9 contains 49589 members 
Mstep: Class 10 contains 29894 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 17314 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 743 members 
Mstep: Class 17 contains 3654 members 
Mstep: Class 18 contains 12203 members 
Mstep: Class 19 contains 14138 members 
Mstep: Class 20 contains 14749 members 
Mstep: Class 21 contains 5691 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 6670 members 
Mstep: Class 24 contains 4050 members 
Mstep: Class 25 contains 12185 members 
Mstep: Class 26 contains 8423 members 
Mstep: Class 27 contains 4479 members 
Mstep: Class 28 contains 37408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48233984.000000 Penalty: 58714.269531
Iteration 53Q: 29 clusters Score -4.823398e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 71664 members 
Mstep: Class 3 contains 58718 members 
Mstep: Class 4 contains 6383 members 
Mstep: Class 5 contains 5368 members 
Mstep: Class 6 contains 11078 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 5952 members 
Mstep: Class 9 contains 49180 members 
Mstep: Class 10 contains 30254 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2947 members 
Mstep: Class 13 contains 5874 members 
Mstep: Class 14 contains 17429 members 
Mstep: Class 15 contains 2392 members 
Mstep: Class 16 contains 752 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 12170 members 
Mstep: Class 19 contains 14150 members 
Mstep: Class 20 contains 14746 members 
Mstep: Class 21 contains 5610 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 6669 members 
Mstep: Class 24 contains 4066 members 
Mstep: Class 25 contains 12243 members 
Mstep: Class 26 contains 8490 members 
Mstep: Class 27 contains 4525 members 
Mstep: Class 28 contains 37231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48234304.000000 Penalty: 58714.269531
Iteration 54Q: 29 clusters Score -4.82343e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 71700 members 
Mstep: Class 3 contains 58718 members 
Mstep: Class 4 contains 6370 members 
Mstep: Class 5 contains 5370 members 
Mstep: Class 6 contains 11017 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 5951 members 
Mstep: Class 9 contains 48784 members 
Mstep: Class 10 contains 30621 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 13 contains 5879 members 
Mstep: Class 14 contains 17542 members 
Mstep: Class 15 contains 2395 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 3653 members 
Mstep: Class 18 contains 12135 members 
Mstep: Class 19 contains 14165 members 
Mstep: Class 20 contains 14746 members 
Mstep: Class 21 contains 5545 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 6663 members 
Mstep: Class 24 contains 4081 members 
Mstep: Class 25 contains 12316 members 
Mstep: Class 26 contains 8554 members 
Mstep: Class 27 contains 4557 members 
Mstep: Class 28 contains 37105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48234480.000000 Penalty: 58714.269531
Iteration 55Q: 29 clusters Score -4.823448e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 71723 members 
Mstep: Class 3 contains 58759 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 5372 members 
Mstep: Class 6 contains 10957 members 
Mstep: Class 7 contains 2809 members 
Mstep: Class 8 contains 5951 members 
Mstep: Class 9 contains 48391 members 
Mstep: Class 10 contains 30982 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2939 members 
Mstep: Class 13 contains 5874 members 
Mstep: Class 14 contains 17651 members 
Mstep: Class 15 contains 2401 members 
Mstep: Class 16 contains 762 members 
Mstep: Class 17 contains 3647 members 
Mstep: Class 18 contains 12106 members 
Mstep: Class 19 contains 14174 members 
Mstep: Class 20 contains 14744 members 
Mstep: Class 21 contains 5478 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 6658 members 
Mstep: Class 24 contains 4100 members 
Mstep: Class 25 contains 12355 members 
Mstep: Class 26 contains 8608 members 
Mstep: Class 27 contains 4584 members 
Mstep: Class 28 contains 37006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48234912.000000 Penalty: 58714.269531
Iteration 56Q: 29 clusters Score -4.823491e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 71736 members 
Mstep: Class 3 contains 58819 members 
Mstep: Class 4 contains 6337 members 
Mstep: Class 5 contains 5374 members 
Mstep: Class 6 contains 10900 members 
Mstep: Class 7 contains 2810 members 
Mstep: Class 8 contains 5953 members 
Mstep: Class 9 contains 48079 members 
Mstep: Class 10 contains 31283 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 13 contains 5857 members 
Mstep: Class 14 contains 17747 members 
Mstep: Class 15 contains 2407 members 
Mstep: Class 16 contains 771 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 12086 members 
Mstep: Class 19 contains 14188 members 
Mstep: Class 20 contains 14741 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 6654 members 
Mstep: Class 24 contains 4118 members 
Mstep: Class 25 contains 12399 members 
Mstep: Class 26 contains 8645 members 
Mstep: Class 27 contains 4597 members 
Mstep: Class 28 contains 36917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235144.000000 Penalty: 58714.269531
Iteration 57Q: 29 clusters Score -4.823514e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 71757 members 
Mstep: Class 3 contains 58867 members 
Mstep: Class 4 contains 6333 members 
Mstep: Class 5 contains 5376 members 
Mstep: Class 6 contains 10846 members 
Mstep: Class 7 contains 2808 members 
Mstep: Class 8 contains 5947 members 
Mstep: Class 9 contains 47831 members 
Mstep: Class 10 contains 31528 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2930 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 17821 members 
Mstep: Class 15 contains 2412 members 
Mstep: Class 16 contains 779 members 
Mstep: Class 17 contains 3646 members 
Mstep: Class 18 contains 12071 members 
Mstep: Class 19 contains 14201 members 
Mstep: Class 20 contains 14738 members 
Mstep: Class 21 contains 5355 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 6647 members 
Mstep: Class 24 contains 4126 members 
Mstep: Class 25 contains 12424 members 
Mstep: Class 26 contains 8677 members 
Mstep: Class 27 contains 4610 members 
Mstep: Class 28 contains 36827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235252.000000 Penalty: 58714.269531
Iteration 58Q: 29 clusters Score -4.823525e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 71774 members 
Mstep: Class 3 contains 58905 members 
Mstep: Class 4 contains 6328 members 
Mstep: Class 5 contains 5376 members 
Mstep: Class 6 contains 10809 members 
Mstep: Class 7 contains 2806 members 
Mstep: Class 8 contains 5940 members 
Mstep: Class 9 contains 47611 members 
Mstep: Class 10 contains 31746 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2929 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 17862 members 
Mstep: Class 15 contains 2417 members 
Mstep: Class 16 contains 788 members 
Mstep: Class 17 contains 3647 members 
Mstep: Class 18 contains 12069 members 
Mstep: Class 19 contains 14210 members 
Mstep: Class 20 contains 14738 members 
Mstep: Class 21 contains 5312 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 6646 members 
Mstep: Class 24 contains 4136 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 8697 members 
Mstep: Class 27 contains 4622 members 
Mstep: Class 28 contains 36755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235264.000000 Penalty: 58714.269531
Iteration 59Q: 29 clusters Score -4.823526e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 71797 members 
Mstep: Class 3 contains 58949 members 
Mstep: Class 4 contains 6320 members 
Mstep: Class 5 contains 5376 members 
Mstep: Class 6 contains 10778 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 5933 members 
Mstep: Class 9 contains 47427 members 
Mstep: Class 10 contains 31927 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2930 members 
Mstep: Class 13 contains 5854 members 
Mstep: Class 14 contains 17901 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 792 members 
Mstep: Class 17 contains 3653 members 
Mstep: Class 18 contains 12072 members 
Mstep: Class 19 contains 14218 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 5258 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 6640 members 
Mstep: Class 24 contains 4148 members 
Mstep: Class 25 contains 12469 members 
Mstep: Class 26 contains 8707 members 
Mstep: Class 27 contains 4631 members 
Mstep: Class 28 contains 36703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235440.000000 Penalty: 58714.269531
Iteration 60F: 29 clusters Score -4.823544e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 71801 members 
Mstep: Class 3 contains 58998 members 
Mstep: Class 4 contains 6318 members 
Mstep: Class 5 contains 5377 members 
Mstep: Class 6 contains 10754 members 
Mstep: Class 7 contains 2803 members 
Mstep: Class 8 contains 5932 members 
Mstep: Class 9 contains 47258 members 
Mstep: Class 10 contains 32103 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2930 members 
Mstep: Class 13 contains 5855 members 
Mstep: Class 14 contains 17929 members 
Mstep: Class 15 contains 2418 members 
Mstep: Class 16 contains 820 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 12086 members 
Mstep: Class 19 contains 14221 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 5195 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 6622 members 
Mstep: Class 24 contains 4153 members 
Mstep: Class 25 contains 12477 members 
Mstep: Class 26 contains 8716 members 
Mstep: Class 27 contains 4644 members 
Mstep: Class 28 contains 36666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235456.000000 Penalty: 58714.269531
Iteration 61Q: 29 clusters Score -4.823546e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 71808 members 
Mstep: Class 3 contains 59023 members 
Mstep: Class 4 contains 6310 members 
Mstep: Class 5 contains 5377 members 
Mstep: Class 6 contains 10731 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 5926 members 
Mstep: Class 9 contains 47120 members 
Mstep: Class 10 contains 32259 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2929 members 
Mstep: Class 13 contains 5862 members 
Mstep: Class 14 contains 17946 members 
Mstep: Class 15 contains 2418 members 
Mstep: Class 16 contains 837 members 
Mstep: Class 17 contains 3654 members 
Mstep: Class 18 contains 12107 members 
Mstep: Class 19 contains 14227 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 5142 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6611 members 
Mstep: Class 24 contains 4161 members 
Mstep: Class 25 contains 12480 members 
Mstep: Class 26 contains 8722 members 
Mstep: Class 27 contains 4659 members 
Mstep: Class 28 contains 36635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235460.000000 Penalty: 58714.269531
Iteration 62Q: 29 clusters Score -4.823546e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 71822 members 
Mstep: Class 3 contains 59054 members 
Mstep: Class 4 contains 6305 members 
Mstep: Class 5 contains 5379 members 
Mstep: Class 6 contains 10711 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 5922 members 
Mstep: Class 9 contains 47010 members 
Mstep: Class 10 contains 32378 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2929 members 
Mstep: Class 13 contains 5867 members 
Mstep: Class 14 contains 17957 members 
Mstep: Class 15 contains 2420 members 
Mstep: Class 16 contains 850 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 12125 members 
Mstep: Class 19 contains 14232 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 5087 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6604 members 
Mstep: Class 24 contains 4165 members 
Mstep: Class 25 contains 12487 members 
Mstep: Class 26 contains 8729 members 
Mstep: Class 27 contains 4675 members 
Mstep: Class 28 contains 36609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235476.000000 Penalty: 58714.269531
Iteration 63Q: 29 clusters Score -4.823548e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 59076 members 
Mstep: Class 4 contains 6296 members 
Mstep: Class 5 contains 5380 members 
Mstep: Class 6 contains 10697 members 
Mstep: Class 7 contains 2803 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 46911 members 
Mstep: Class 10 contains 32480 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2929 members 
Mstep: Class 13 contains 5863 members 
Mstep: Class 14 contains 17966 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 864 members 
Mstep: Class 17 contains 3651 members 
Mstep: Class 18 contains 12147 members 
Mstep: Class 19 contains 14240 members 
Mstep: Class 20 contains 14738 members 
Mstep: Class 21 contains 5037 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6591 members 
Mstep: Class 24 contains 4167 members 
Mstep: Class 25 contains 12497 members 
Mstep: Class 26 contains 8731 members 
Mstep: Class 27 contains 4684 members 
Mstep: Class 28 contains 36589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235516.000000 Penalty: 58714.269531
Iteration 64Q: 29 clusters Score -4.823552e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 71861 members 
Mstep: Class 3 contains 59104 members 
Mstep: Class 4 contains 6286 members 
Mstep: Class 5 contains 5381 members 
Mstep: Class 6 contains 10682 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 5917 members 
Mstep: Class 9 contains 46806 members 
Mstep: Class 10 contains 32567 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2928 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 17977 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 877 members 
Mstep: Class 17 contains 3644 members 
Mstep: Class 18 contains 12166 members 
Mstep: Class 19 contains 14247 members 
Mstep: Class 20 contains 14739 members 
Mstep: Class 21 contains 5008 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6583 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 12507 members 
Mstep: Class 26 contains 8734 members 
Mstep: Class 27 contains 4692 members 
Mstep: Class 28 contains 36570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235528.000000 Penalty: 58714.269531
Iteration 65Q: 29 clusters Score -4.823553e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 71886 members 
Mstep: Class 3 contains 59124 members 
Mstep: Class 4 contains 6284 members 
Mstep: Class 5 contains 5382 members 
Mstep: Class 6 contains 10670 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 5914 members 
Mstep: Class 9 contains 46716 members 
Mstep: Class 10 contains 32648 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2929 members 
Mstep: Class 13 contains 5860 members 
Mstep: Class 14 contains 17983 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 17 contains 3637 members 
Mstep: Class 18 contains 12167 members 
Mstep: Class 19 contains 14254 members 
Mstep: Class 20 contains 14739 members 
Mstep: Class 21 contains 4981 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6573 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 12521 members 
Mstep: Class 26 contains 8736 members 
Mstep: Class 27 contains 4703 members 
Mstep: Class 28 contains 36550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235484.000000 Penalty: 58714.269531
Iteration 66Q: 29 clusters Score -4.823548e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 71898 members 
Mstep: Class 3 contains 59150 members 
Mstep: Class 4 contains 6282 members 
Mstep: Class 5 contains 5383 members 
Mstep: Class 6 contains 10661 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 5912 members 
Mstep: Class 9 contains 46650 members 
Mstep: Class 10 contains 32714 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2931 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 17984 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 17 contains 3630 members 
Mstep: Class 18 contains 12164 members 
Mstep: Class 19 contains 14258 members 
Mstep: Class 20 contains 14740 members 
Mstep: Class 21 contains 4961 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6567 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 12525 members 
Mstep: Class 26 contains 8739 members 
Mstep: Class 27 contains 4712 members 
Mstep: Class 28 contains 36538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235512.000000 Penalty: 58714.269531
Iteration 67Q: 29 clusters Score -4.823551e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 71909 members 
Mstep: Class 3 contains 59161 members 
Mstep: Class 4 contains 6280 members 
Mstep: Class 5 contains 5384 members 
Mstep: Class 6 contains 10657 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 5913 members 
Mstep: Class 9 contains 46604 members 
Mstep: Class 10 contains 32776 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 17985 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 895 members 
Mstep: Class 17 contains 3628 members 
Mstep: Class 18 contains 12166 members 
Mstep: Class 19 contains 14262 members 
Mstep: Class 20 contains 14742 members 
Mstep: Class 21 contains 4938 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6567 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 12513 members 
Mstep: Class 26 contains 8741 members 
Mstep: Class 27 contains 4718 members 
Mstep: Class 28 contains 36527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235460.000000 Penalty: 58714.269531
Iteration 68Q: 29 clusters Score -4.823546e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 71925 members 
Mstep: Class 3 contains 59170 members 
Mstep: Class 4 contains 6281 members 
Mstep: Class 5 contains 5385 members 
Mstep: Class 6 contains 10652 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 5914 members 
Mstep: Class 9 contains 46552 members 
Mstep: Class 10 contains 32840 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2935 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 17985 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 3618 members 
Mstep: Class 18 contains 12165 members 
Mstep: Class 19 contains 14266 members 
Mstep: Class 20 contains 14743 members 
Mstep: Class 21 contains 4910 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6563 members 
Mstep: Class 24 contains 4171 members 
Mstep: Class 25 contains 12512 members 
Mstep: Class 26 contains 8744 members 
Mstep: Class 27 contains 4725 members 
Mstep: Class 28 contains 36515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235492.000000 Penalty: 58714.269531
Iteration 69Q: 29 clusters Score -4.823549e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 71927 members 
Mstep: Class 3 contains 59178 members 
Mstep: Class 4 contains 6281 members 
Mstep: Class 5 contains 5385 members 
Mstep: Class 6 contains 10647 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 5915 members 
Mstep: Class 9 contains 46510 members 
Mstep: Class 10 contains 32910 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 17986 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 904 members 
Mstep: Class 17 contains 3618 members 
Mstep: Class 18 contains 12162 members 
Mstep: Class 19 contains 14270 members 
Mstep: Class 20 contains 14742 members 
Mstep: Class 21 contains 4876 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6562 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 12514 members 
Mstep: Class 26 contains 8747 members 
Mstep: Class 27 contains 4732 members 
Mstep: Class 28 contains 36500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235536.000000 Penalty: 58714.269531
Iteration 70Q: 29 clusters Score -4.823554e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 71931 members 
Mstep: Class 3 contains 59171 members 
Mstep: Class 4 contains 6280 members 
Mstep: Class 5 contains 5385 members 
Mstep: Class 6 contains 10643 members 
Mstep: Class 7 contains 2804 members 
Mstep: Class 8 contains 5913 members 
Mstep: Class 9 contains 46492 members 
Mstep: Class 10 contains 32968 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 5862 members 
Mstep: Class 14 contains 17989 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 3618 members 
Mstep: Class 18 contains 12170 members 
Mstep: Class 19 contains 14272 members 
Mstep: Class 20 contains 14742 members 
Mstep: Class 21 contains 4829 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6560 members 
Mstep: Class 24 contains 4169 members 
Mstep: Class 25 contains 12515 members 
Mstep: Class 26 contains 8751 members 
Mstep: Class 27 contains 4735 members 
Mstep: Class 28 contains 36493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235540.000000 Penalty: 58714.269531
Iteration 71Q: 29 clusters Score -4.823554e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 71940 members 
Mstep: Class 3 contains 59171 members 
Mstep: Class 4 contains 6280 members 
Mstep: Class 5 contains 5386 members 
Mstep: Class 6 contains 10637 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 5912 members 
Mstep: Class 9 contains 46472 members 
Mstep: Class 10 contains 33006 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 5861 members 
Mstep: Class 14 contains 17991 members 
Mstep: Class 15 contains 2422 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 12172 members 
Mstep: Class 19 contains 14271 members 
Mstep: Class 20 contains 14744 members 
Mstep: Class 21 contains 4795 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6558 members 
Mstep: Class 24 contains 4170 members 
Mstep: Class 25 contains 12526 members 
Mstep: Class 26 contains 8757 members 
Mstep: Class 27 contains 4737 members 
Mstep: Class 28 contains 36488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235612.000000 Penalty: 58714.269531
Iteration 72Q: 29 clusters Score -4.823561e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 71944 members 
Mstep: Class 3 contains 59175 members 
Mstep: Class 4 contains 6279 members 
Mstep: Class 5 contains 5388 members 
Mstep: Class 6 contains 10634 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 5912 members 
Mstep: Class 9 contains 46449 members 
Mstep: Class 10 contains 33045 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 17993 members 
Mstep: Class 15 contains 2422 members 
Mstep: Class 16 contains 912 members 
Mstep: Class 17 contains 3609 members 
Mstep: Class 18 contains 12180 members 
Mstep: Class 19 contains 14270 members 
Mstep: Class 20 contains 14745 members 
Mstep: Class 21 contains 4761 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 6558 members 
Mstep: Class 24 contains 4171 members 
Mstep: Class 25 contains 12532 members 
Mstep: Class 26 contains 8758 members 
Mstep: Class 27 contains 4739 members 
Mstep: Class 28 contains 36484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235708.000000 Penalty: 58714.269531
Iteration 73Q: 29 clusters Score -4.823571e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 71942 members 
Mstep: Class 3 contains 59190 members 
Mstep: Class 4 contains 6277 members 
Mstep: Class 5 contains 5389 members 
Mstep: Class 6 contains 10632 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 5911 members 
Mstep: Class 9 contains 46432 members 
Mstep: Class 10 contains 33080 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 17993 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 916 members 
Mstep: Class 17 contains 3610 members 
Mstep: Class 18 contains 12186 members 
Mstep: Class 19 contains 14270 members 
Mstep: Class 20 contains 14745 members 
Mstep: Class 21 contains 4718 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 6556 members 
Mstep: Class 24 contains 4173 members 
Mstep: Class 25 contains 12541 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 4742 members 
Mstep: Class 28 contains 36479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235780.000000 Penalty: 58714.269531
Iteration 74Q: 29 clusters Score -4.823578e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 71956 members 
Mstep: Class 3 contains 59202 members 
Mstep: Class 4 contains 6276 members 
Mstep: Class 5 contains 5389 members 
Mstep: Class 6 contains 10628 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 5912 members 
Mstep: Class 9 contains 46406 members 
Mstep: Class 10 contains 33111 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2935 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 17995 members 
Mstep: Class 15 contains 2422 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 3607 members 
Mstep: Class 18 contains 12193 members 
Mstep: Class 19 contains 14270 members 
Mstep: Class 20 contains 14745 members 
Mstep: Class 21 contains 4682 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6554 members 
Mstep: Class 24 contains 4174 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 4744 members 
Mstep: Class 28 contains 36477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235836.000000 Penalty: 58714.269531
Iteration 75Q: 29 clusters Score -4.823584e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 71958 members 
Mstep: Class 3 contains 59210 members 
Mstep: Class 4 contains 6275 members 
Mstep: Class 5 contains 5389 members 
Mstep: Class 6 contains 10623 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 5909 members 
Mstep: Class 9 contains 46385 members 
Mstep: Class 10 contains 33149 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2935 members 
Mstep: Class 13 contains 5858 members 
Mstep: Class 14 contains 18002 members 
Mstep: Class 15 contains 2423 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 3605 members 
Mstep: Class 18 contains 12199 members 
Mstep: Class 19 contains 14267 members 
Mstep: Class 20 contains 14745 members 
Mstep: Class 21 contains 4655 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6552 members 
Mstep: Class 24 contains 4174 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 4745 members 
Mstep: Class 28 contains 36473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235832.000000 Penalty: 58714.269531
Iteration 76Q: 29 clusters Score -4.823583e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 71960 members 
Mstep: Class 3 contains 59207 members 
Mstep: Class 4 contains 6273 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 10620 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 5908 members 
Mstep: Class 9 contains 46366 members 
Mstep: Class 10 contains 33169 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 5860 members 
Mstep: Class 14 contains 18010 members 
Mstep: Class 15 contains 2424 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 3603 members 
Mstep: Class 18 contains 12210 members 
Mstep: Class 19 contains 14265 members 
Mstep: Class 20 contains 14743 members 
Mstep: Class 21 contains 4630 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6548 members 
Mstep: Class 24 contains 4176 members 
Mstep: Class 25 contains 12553 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 4749 members 
Mstep: Class 28 contains 36473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235828.000000 Penalty: 58714.269531
Iteration 77Q: 29 clusters Score -4.823583e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 71963 members 
Mstep: Class 3 contains 59217 members 
Mstep: Class 4 contains 6271 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 10618 members 
Mstep: Class 7 contains 2806 members 
Mstep: Class 8 contains 5909 members 
Mstep: Class 9 contains 46370 members 
Mstep: Class 10 contains 33184 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 18010 members 
Mstep: Class 15 contains 2424 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 14266 members 
Mstep: Class 20 contains 14743 members 
Mstep: Class 21 contains 4594 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6545 members 
Mstep: Class 24 contains 4178 members 
Mstep: Class 25 contains 12557 members 
Mstep: Class 26 contains 8760 members 
Mstep: Class 27 contains 4752 members 
Mstep: Class 28 contains 36468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235808.000000 Penalty: 58714.269531
Iteration 78Q: 29 clusters Score -4.823581e+07 nChanged 121
Entering ConstructFrom: 
Score: -48235808.000000 Penalty: 58714.269531
Entering ConstructFrom: 
Trying to split cluster 1 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -268125.156250 Penalty: 1271.082153
	Iteration 0F: 2 clusters Score -268125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -265791.125000 Penalty: 2542.164307
	Iteration 0F: 3 clusters Score -265791.1 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -266554.781250 Penalty: 2542.164307
	Iteration 1F: 3 clusters Score -266554.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -266790.000000 Penalty: 2542.164307
	Iteration 2F: 3 clusters Score -266790 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -267002.625000 Penalty: 2542.164307
	Iteration 3F: 3 clusters Score -267002.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -267177.062500 Penalty: 2542.164307
	Iteration 4F: 3 clusters Score -267177.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -267311.625000 Penalty: 2542.164307
	Iteration 5F: 3 clusters Score -267311.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -267408.375000 Penalty: 2542.164307
	Iteration 6Q: 3 clusters Score -267408.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -267480.625000 Penalty: 2542.164307
	Iteration 7Q: 3 clusters Score -267480.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -267548.000000 Penalty: 2542.164307
	Iteration 8Q: 3 clusters Score -267548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -267593.968750 Penalty: 2542.164307
	Iteration 9Q: 3 clusters Score -267594 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -267611.531250 Penalty: 2542.164307
	Iteration 10Q: 3 clusters Score -267611.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -267624.281250 Penalty: 2542.164307
	Iteration 11Q: 3 clusters Score -267624.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -267631.468750 Penalty: 2542.164307
	Iteration 12Q: 3 clusters Score -267631.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -267638.000000 Penalty: 2542.164307
	Iteration 13Q: 3 clusters Score -267638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -267649.468750 Penalty: 2542.164307
	Iteration 14Q: 3 clusters Score -267649.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -267657.781250 Penalty: 2542.164307
	Iteration 15Q: 3 clusters Score -267657.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -267662.625000 Penalty: 2542.164307
	Iteration 16Q: 3 clusters Score -267662.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -267667.843750 Penalty: 2542.164307
	Iteration 17Q: 3 clusters Score -267667.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -267671.750000 Penalty: 2542.164307
	Iteration 18Q: 3 clusters Score -267671.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -267673.593750 Penalty: 2542.164307
	Iteration 19Q: 3 clusters Score -267673.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -267674.750000 Penalty: 2542.164307
	Iteration 20F: 3 clusters Score -267674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -267676.062500 Penalty: 2542.164307
	Iteration 21Q: 3 clusters Score -267676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -267676.625000 Penalty: 2542.164307
	Iteration 22Q: 3 clusters Score -267676.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -267676.625000 Penalty: 2542.164307
	Iteration 23F: 3 clusters Score -267676.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (71964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Entering Unmasked Estep 
Score: -8902402.000000 Penalty: 1817.387085
	Iteration 0F: 2 clusters Score -8902402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -8854322.000000 Penalty: 3634.774170
	Iteration 0F: 3 clusters Score -8854322 nChanged 34048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -8874141.000000 Penalty: 3634.774170
	Iteration 1F: 3 clusters Score -8874141 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -8874678.000000 Penalty: 3634.774170
	Iteration 2Q: 3 clusters Score -8874678 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -8875307.000000 Penalty: 3634.774170
	Iteration 3Q: 3 clusters Score -8875307 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -8876013.000000 Penalty: 3634.774170
	Iteration 4Q: 3 clusters Score -8876013 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -8877025.000000 Penalty: 3634.774170
	Iteration 5Q: 3 clusters Score -8877025 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -8878518.000000 Penalty: 3634.774170
	Iteration 6Q: 3 clusters Score -8878518 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -8880555.000000 Penalty: 3634.774170
	Iteration 7Q: 3 clusters Score -8880555 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -8883336.000000 Penalty: 3634.774170
	Iteration 8F: 3 clusters Score -8883336 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -8885954.000000 Penalty: 3634.774170
	Iteration 9F: 3 clusters Score -8885954 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32533 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -8887552.000000 Penalty: 3634.774170
	Iteration 10Q: 3 clusters Score -8887552 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -8888198.000000 Penalty: 3634.774170
	Iteration 11Q: 3 clusters Score -8888198 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -8888497.000000 Penalty: 3634.774170
	Iteration 12Q: 3 clusters Score -8888497 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -8888612.000000 Penalty: 3634.774170
	Iteration 13Q: 3 clusters Score -8888612 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 40951 members 
Entering Unmasked Estep 
Score: -8888720.000000 Penalty: 3634.774170
	Iteration 14Q: 3 clusters Score -8888720 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -8888813.000000 Penalty: 3634.774170
	Iteration 15Q: 3 clusters Score -8888813 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -8888919.000000 Penalty: 3634.774170
	Iteration 16Q: 3 clusters Score -8888919 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -8888988.000000 Penalty: 3634.774170
	Iteration 17Q: 3 clusters Score -8888988 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 42878 members 
Entering Unmasked Estep 
Score: -8889096.000000 Penalty: 3634.774170
	Iteration 18Q: 3 clusters Score -8889096 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -8889189.000000 Penalty: 3634.774170
	Iteration 19Q: 3 clusters Score -8889189 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -8889379.000000 Penalty: 3634.774170
	Iteration 20F: 3 clusters Score -8889379 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -8889528.000000 Penalty: 3634.774170
	Iteration 21Q: 3 clusters Score -8889528 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -8889712.000000 Penalty: 3634.774170
	Iteration 22Q: 3 clusters Score -8889712 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -8889807.000000 Penalty: 3634.774170
	Iteration 23Q: 3 clusters Score -8889807 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -8890005.000000 Penalty: 3634.774170
	Iteration 24Q: 3 clusters Score -8890005 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 48012 members 
Entering Unmasked Estep 
Score: -8890187.000000 Penalty: 3634.774170
	Iteration 25Q: 3 clusters Score -8890187 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -8890355.000000 Penalty: 3634.774170
	Iteration 26Q: 3 clusters Score -8890355 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -8890581.000000 Penalty: 3634.774170
	Iteration 27Q: 3 clusters Score -8890581 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -8890836.000000 Penalty: 3634.774170
	Iteration 28Q: 3 clusters Score -8890836 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -8891187.000000 Penalty: 3634.774170
	Iteration 29Q: 3 clusters Score -8891187 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 53445 members 
Entering Unmasked Estep 
Score: -8891481.000000 Penalty: 3634.774170
	Iteration 30Q: 3 clusters Score -8891481 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 54753 members 
Entering Unmasked Estep 
Score: -8891903.000000 Penalty: 3634.774170
	Iteration 31Q: 3 clusters Score -8891903 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 56150 members 
Entering Unmasked Estep 
Score: -8892429.000000 Penalty: 3634.774170
	Iteration 32Q: 3 clusters Score -8892429 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 57618 members 
Entering Unmasked Estep 
Score: -8892999.000000 Penalty: 3634.774170
	Iteration 33Q: 3 clusters Score -8892999 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 59089 members 
Entering Unmasked Estep 
Score: -8893543.000000 Penalty: 3634.774170
	Iteration 34Q: 3 clusters Score -8893543 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 60485 members 
Entering Unmasked Estep 
Score: -8894105.000000 Penalty: 3634.774170
	Iteration 35Q: 3 clusters Score -8894105 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 61899 members 
Entering Unmasked Estep 
Score: -8894718.000000 Penalty: 3634.774170
	Iteration 36Q: 3 clusters Score -8894718 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 63290 members 
Entering Unmasked Estep 
Score: -8895373.000000 Penalty: 3634.774170
	Iteration 37Q: 3 clusters Score -8895373 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -8896100.000000 Penalty: 3634.774170
	Iteration 38Q: 3 clusters Score -8896100 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -8896802.000000 Penalty: 3634.774170
	Iteration 39Q: 3 clusters Score -8896802 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 67149 members 
Entering Unmasked Estep 
Score: -8897614.000000 Penalty: 3634.774170
	Iteration 40F: 3 clusters Score -8897614 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 68305 members 
Entering Unmasked Estep 
Score: -8898370.000000 Penalty: 3634.774170
	Iteration 41Q: 3 clusters Score -8898370 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -8899042.000000 Penalty: 3634.774170
	Iteration 42Q: 3 clusters Score -8899042 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 70060 members 
Entering Unmasked Estep 
Score: -8899659.000000 Penalty: 3634.774170
	Iteration 43Q: 3 clusters Score -8899659 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -8900101.000000 Penalty: 3634.774170
	Iteration 44Q: 3 clusters Score -8900101 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 71044 members 
Entering Unmasked Estep 
Score: -8900417.000000 Penalty: 3634.774170
	Iteration 45Q: 3 clusters Score -8900417 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 71300 members 
Entering Unmasked Estep 
Score: -8900598.000000 Penalty: 3634.774170
	Iteration 46Q: 3 clusters Score -8900598 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -8900709.000000 Penalty: 3634.774170
	Iteration 47Q: 3 clusters Score -8900709 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 71511 members 
Entering Unmasked Estep 
Score: -8900792.000000 Penalty: 3634.774170
	Iteration 48Q: 3 clusters Score -8900792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 71554 members 
Entering Unmasked Estep 
Score: -8900836.000000 Penalty: 3634.774170
	Iteration 49Q: 3 clusters Score -8900836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -8900872.000000 Penalty: 3634.774170
	Iteration 50Q: 3 clusters Score -8900872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 71600 members 
Entering Unmasked Estep 
Score: -8900885.000000 Penalty: 3634.774170
	Iteration 51Q: 3 clusters Score -8900885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 71607 members 
Entering Unmasked Estep 
Score: -8900899.000000 Penalty: 3634.774170
	Iteration 52Q: 3 clusters Score -8900899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -8900912.000000 Penalty: 3634.774170
	Iteration 53Q: 3 clusters Score -8900912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -8900924.000000 Penalty: 3634.774170
	Iteration 54Q: 3 clusters Score -8900924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 71632 members 
Entering Unmasked Estep 
Score: -8900941.000000 Penalty: 3634.774170
	Iteration 55Q: 3 clusters Score -8900941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -8900956.000000 Penalty: 3634.774170
	Iteration 56Q: 3 clusters Score -8900956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 71638 members 
Entering Unmasked Estep 
Score: -8900964.000000 Penalty: 3634.774170
	Iteration 57Q: 3 clusters Score -8900964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 71641 members 
Entering Unmasked Estep 
Score: -8900969.000000 Penalty: 3634.774170
	Iteration 58Q: 3 clusters Score -8900969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 71643 members 
Entering Unmasked Estep 
Score: -8900974.000000 Penalty: 3634.774170
	Iteration 59Q: 3 clusters Score -8900974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -8900974.000000 Penalty: 3634.774170
	Iteration 60F: 3 clusters Score -8900974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 71647 members 
Entering Unmasked Estep 
Score: -8900966.000000 Penalty: 3634.774170
	Iteration 61Q: 3 clusters Score -8900966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -8900974.000000 Penalty: 3634.774170
	Iteration 62Q: 3 clusters Score -8900974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -8900973.000000 Penalty: 3634.774170
	Iteration 63Q: 3 clusters Score -8900973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -8900982.000000 Penalty: 3634.774170
	Iteration 64Q: 3 clusters Score -8900982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 71650 members 
Entering Unmasked Estep 
Score: -8900983.000000 Penalty: 3634.774170
	Iteration 65Q: 3 clusters Score -8900983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -8900981.000000 Penalty: 3634.774170
	Iteration 66Q: 3 clusters Score -8900981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 71651 members 
Entering Unmasked Estep 
Score: -8900981.000000 Penalty: 3634.774170
	Iteration 67F: 3 clusters Score -8900981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59221 members 
Entering Unmasked Estep 
Score: -7307805.500000 Penalty: 1785.717651
	Iteration 0F: 2 clusters Score -7307806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -7269030.500000 Penalty: 3571.435303
	Iteration 0F: 3 clusters Score -7269030 nChanged 27834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -7285365.500000 Penalty: 3571.435303
	Iteration 1F: 3 clusters Score -7285366 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -7286105.500000 Penalty: 3571.435303
	Iteration 2Q: 3 clusters Score -7286106 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -7286882.500000 Penalty: 3571.435303
	Iteration 3Q: 3 clusters Score -7286882 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -7287958.000000 Penalty: 3571.435303
	Iteration 4Q: 3 clusters Score -7287958 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -7289363.000000 Penalty: 3571.435303
	Iteration 5Q: 3 clusters Score -7289363 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -7291106.000000 Penalty: 3571.435303
	Iteration 6F: 3 clusters Score -7291106 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -7293313.500000 Penalty: 3571.435303
	Iteration 7F: 3 clusters Score -7293314 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -7295852.000000 Penalty: 3571.435303
	Iteration 8F: 3 clusters Score -7295852 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -7298579.000000 Penalty: 3571.435303
	Iteration 9F: 3 clusters Score -7298579 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -7300999.000000 Penalty: 3571.435303
	Iteration 10F: 3 clusters Score -7300999 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -7303089.000000 Penalty: 3571.435303
	Iteration 11Q: 3 clusters Score -7303089 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -7304508.500000 Penalty: 3571.435303
	Iteration 12Q: 3 clusters Score -7304508 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 57156 members 
Entering Unmasked Estep 
Score: -7305400.000000 Penalty: 3571.435303
	Iteration 13Q: 3 clusters Score -7305400 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 57852 members 
Entering Unmasked Estep 
Score: -7305954.000000 Penalty: 3571.435303
	Iteration 14Q: 3 clusters Score -7305954 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 58232 members 
Entering Unmasked Estep 
Score: -7306291.000000 Penalty: 3571.435303
	Iteration 15Q: 3 clusters Score -7306291 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -7306525.500000 Penalty: 3571.435303
	Iteration 16Q: 3 clusters Score -7306526 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 58538 members 
Entering Unmasked Estep 
Score: -7306654.500000 Penalty: 3571.435303
	Iteration 17Q: 3 clusters Score -7306654 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -7306745.000000 Penalty: 3571.435303
	Iteration 18Q: 3 clusters Score -7306745 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 58619 members 
Entering Unmasked Estep 
Score: -7306801.500000 Penalty: 3571.435303
	Iteration 19Q: 3 clusters Score -7306802 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 58646 members 
Entering Unmasked Estep 
Score: -7306888.000000 Penalty: 3571.435303
	Iteration 20F: 3 clusters Score -7306888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -7306961.000000 Penalty: 3571.435303
	Iteration 21Q: 3 clusters Score -7306961 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -7307019.500000 Penalty: 3571.435303
	Iteration 22Q: 3 clusters Score -7307020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -7307045.500000 Penalty: 3571.435303
	Iteration 23Q: 3 clusters Score -7307046 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -7307072.000000 Penalty: 3571.435303
	Iteration 24Q: 3 clusters Score -7307072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -7307087.000000 Penalty: 3571.435303
	Iteration 25Q: 3 clusters Score -7307087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 58682 members 
Entering Unmasked Estep 
Score: -7307111.500000 Penalty: 3571.435303
	Iteration 26Q: 3 clusters Score -7307112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 58683 members 
Entering Unmasked Estep 
Score: -7307132.000000 Penalty: 3571.435303
	Iteration 27Q: 3 clusters Score -7307132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -7307139.500000 Penalty: 3571.435303
	Iteration 28Q: 3 clusters Score -7307140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -7307149.500000 Penalty: 3571.435303
	Iteration 29Q: 3 clusters Score -7307150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -7307161.500000 Penalty: 3571.435303
	Iteration 30Q: 3 clusters Score -7307162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
Score: -7307160.500000 Penalty: 3571.435303
	Iteration 31Q: 3 clusters Score -7307160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 58653 members 
Entering Unmasked Estep 
Score: -7307163.500000 Penalty: 3571.435303
	Iteration 32Q: 3 clusters Score -7307164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -7307169.500000 Penalty: 3571.435303
	Iteration 33Q: 3 clusters Score -7307170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 58650 members 
Entering Unmasked Estep 
Score: -7307174.500000 Penalty: 3571.435303
	Iteration 34Q: 3 clusters Score -7307174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 58648 members 
Entering Unmasked Estep 
Score: -7307172.500000 Penalty: 3571.435303
	Iteration 35Q: 3 clusters Score -7307172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -7307173.000000 Penalty: 3571.435303
	Iteration 36Q: 3 clusters Score -7307173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 58647 members 
Entering Unmasked Estep 
Score: -7307173.000000 Penalty: 3571.435303
	Iteration 37F: 3 clusters Score -7307173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Entering Unmasked Estep 
Score: -778953.937500 Penalty: 1420.772095
	Iteration 0F: 2 clusters Score -778953.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -774187.937500 Penalty: 2841.544189
	Iteration 0F: 3 clusters Score -774187.9 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -775553.125000 Penalty: 2841.544189
	Iteration 1F: 3 clusters Score -775553.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -775734.250000 Penalty: 2841.544189
	Iteration 2F: 3 clusters Score -775734.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -775870.812500 Penalty: 2841.544189
	Iteration 3Q: 3 clusters Score -775870.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -775984.875000 Penalty: 2841.544189
	Iteration 4Q: 3 clusters Score -775984.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -776093.062500 Penalty: 2841.544189
	Iteration 5Q: 3 clusters Score -776093.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -776181.750000 Penalty: 2841.544189
	Iteration 6Q: 3 clusters Score -776181.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -776288.125000 Penalty: 2841.544189
	Iteration 7Q: 3 clusters Score -776288.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -776431.500000 Penalty: 2841.544189
	Iteration 8Q: 3 clusters Score -776431.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -776616.375000 Penalty: 2841.544189
	Iteration 9Q: 3 clusters Score -776616.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -776811.687500 Penalty: 2841.544189
	Iteration 10Q: 3 clusters Score -776811.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -777021.625000 Penalty: 2841.544189
	Iteration 11Q: 3 clusters Score -777021.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -777212.937500 Penalty: 2841.544189
	Iteration 12Q: 3 clusters Score -777212.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -777366.187500 Penalty: 2841.544189
	Iteration 13Q: 3 clusters Score -777366.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -777489.062500 Penalty: 2841.544189
	Iteration 14Q: 3 clusters Score -777489.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -777580.750000 Penalty: 2841.544189
	Iteration 15Q: 3 clusters Score -777580.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -777620.000000 Penalty: 2841.544189
	Iteration 16Q: 3 clusters Score -777620 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -777648.062500 Penalty: 2841.544189
	Iteration 17Q: 3 clusters Score -777648.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -777673.250000 Penalty: 2841.544189
	Iteration 18Q: 3 clusters Score -777673.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -777683.875000 Penalty: 2841.544189
	Iteration 19Q: 3 clusters Score -777683.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -777695.062500 Penalty: 2841.544189
	Iteration 20F: 3 clusters Score -777695.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -777706.437500 Penalty: 2841.544189
	Iteration 21Q: 3 clusters Score -777706.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -777712.750000 Penalty: 2841.544189
	Iteration 22Q: 3 clusters Score -777712.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -777718.937500 Penalty: 2841.544189
	Iteration 23Q: 3 clusters Score -777718.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -777726.812500 Penalty: 2841.544189
	Iteration 24Q: 3 clusters Score -777726.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -777731.625000 Penalty: 2841.544189
	Iteration 25Q: 3 clusters Score -777731.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -777739.937500 Penalty: 2841.544189
	Iteration 26Q: 3 clusters Score -777739.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -777743.062500 Penalty: 2841.544189
	Iteration 27Q: 3 clusters Score -777743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -777744.875000 Penalty: 2841.544189
	Iteration 28Q: 3 clusters Score -777744.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -777744.750000 Penalty: 2841.544189
	Iteration 29Q: 3 clusters Score -777744.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -777744.750000 Penalty: 2841.544189
	Iteration 30F: 3 clusters Score -777744.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -667122.500000 Penalty: 1396.248779
	Iteration 0F: 2 clusters Score -667122.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -662866.687500 Penalty: 2792.497559
	Iteration 0F: 3 clusters Score -662866.7 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -664080.875000 Penalty: 2792.497559
	Iteration 1F: 3 clusters Score -664080.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -664266.562500 Penalty: 2792.497559
	Iteration 2F: 3 clusters Score -664266.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -664391.625000 Penalty: 2792.497559
	Iteration 3F: 3 clusters Score -664391.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -664486.187500 Penalty: 2792.497559
	Iteration 4Q: 3 clusters Score -664486.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -664584.812500 Penalty: 2792.497559
	Iteration 5Q: 3 clusters Score -664584.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -664662.125000 Penalty: 2792.497559
	Iteration 6Q: 3 clusters Score -664662.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -664744.000000 Penalty: 2792.497559
	Iteration 7Q: 3 clusters Score -664744 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -664807.562500 Penalty: 2792.497559
	Iteration 8Q: 3 clusters Score -664807.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -664860.375000 Penalty: 2792.497559
	Iteration 9Q: 3 clusters Score -664860.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -664916.875000 Penalty: 2792.497559
	Iteration 10Q: 3 clusters Score -664916.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -664986.437500 Penalty: 2792.497559
	Iteration 11Q: 3 clusters Score -664986.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -665078.375000 Penalty: 2792.497559
	Iteration 12Q: 3 clusters Score -665078.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -665194.375000 Penalty: 2792.497559
	Iteration 13Q: 3 clusters Score -665194.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -665304.812500 Penalty: 2792.497559
	Iteration 14Q: 3 clusters Score -665304.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -665400.437500 Penalty: 2792.497559
	Iteration 15Q: 3 clusters Score -665400.4 nChanged 137
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: -665495.750000 Penalty: 2792.497559
	Iteration 16Q: 3 clusters Score -665495.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -665593.375000 Penalty: 2792.497559
	Iteration 17Q: 3 clusters Score -665593.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -665667.375000 Penalty: 2792.497559
	Iteration 18Q: 3 clusters Score -665667.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -665724.062500 Penalty: 2792.497559
	Iteration 19Q: 3 clusters Score -665724.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -665768.500000 Penalty: 2792.497559
	Iteration 20F: 3 clusters Score -665768.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -665799.062500 Penalty: 2792.497559
	Iteration 21Q: 3 clusters Score -665799.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -665817.187500 Penalty: 2792.497559
	Iteration 22Q: 3 clusters Score -665817.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -665834.875000 Penalty: 2792.497559
	Iteration 23Q: 3 clusters Score -665834.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -665853.000000 Penalty: 2792.497559
	Iteration 24Q: 3 clusters Score -665853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -665866.875000 Penalty: 2792.497559
	Iteration 25Q: 3 clusters Score -665866.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -665878.562500 Penalty: 2792.497559
	Iteration 26Q: 3 clusters Score -665878.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -665891.500000 Penalty: 2792.497559
	Iteration 27Q: 3 clusters Score -665891.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -665900.500000 Penalty: 2792.497559
	Iteration 28Q: 3 clusters Score -665900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -665907.125000 Penalty: 2792.497559
	Iteration 29Q: 3 clusters Score -665907.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -665914.000000 Penalty: 2792.497559
	Iteration 30Q: 3 clusters Score -665914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -665918.062500 Penalty: 2792.497559
	Iteration 31Q: 3 clusters Score -665918.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -665918.375000 Penalty: 2792.497559
	Iteration 32Q: 3 clusters Score -665918.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -665922.000000 Penalty: 2792.497559
	Iteration 33Q: 3 clusters Score -665922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -665921.937500 Penalty: 2792.497559
	Iteration 34Q: 3 clusters Score -665921.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -665921.937500 Penalty: 2792.497559
	Iteration 35F: 3 clusters Score -665921.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Entering Unmasked Estep 
Score: -1322088.125000 Penalty: 1506.394165
	Iteration 0F: 2 clusters Score -1322088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1314466.250000 Penalty: 3012.788330
	Iteration 0F: 3 clusters Score -1314466 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1316973.500000 Penalty: 3012.788330
	Iteration 1F: 3 clusters Score -1316974 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1317191.875000 Penalty: 3012.788330
	Iteration 2F: 3 clusters Score -1317192 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1317396.750000 Penalty: 3012.788330
	Iteration 3Q: 3 clusters Score -1317397 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1317589.375000 Penalty: 3012.788330
	Iteration 4Q: 3 clusters Score -1317589 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1317790.875000 Penalty: 3012.788330
	Iteration 5Q: 3 clusters Score -1317791 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1318057.250000 Penalty: 3012.788330
	Iteration 6Q: 3 clusters Score -1318057 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1318387.750000 Penalty: 3012.788330
	Iteration 7F: 3 clusters Score -1318388 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1318856.625000 Penalty: 3012.788330
	Iteration 8F: 3 clusters Score -1318857 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1319412.875000 Penalty: 3012.788330
	Iteration 9F: 3 clusters Score -1319413 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1319916.375000 Penalty: 3012.788330
	Iteration 10F: 3 clusters Score -1319916 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1320266.500000 Penalty: 3012.788330
	Iteration 11Q: 3 clusters Score -1320266 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1320496.875000 Penalty: 3012.788330
	Iteration 12Q: 3 clusters Score -1320497 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1320642.375000 Penalty: 3012.788330
	Iteration 13Q: 3 clusters Score -1320642 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1320720.000000 Penalty: 3012.788330
	Iteration 14Q: 3 clusters Score -1320720 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1320758.625000 Penalty: 3012.788330
	Iteration 15Q: 3 clusters Score -1320759 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1320791.125000 Penalty: 3012.788330
	Iteration 16Q: 3 clusters Score -1320791 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1320813.250000 Penalty: 3012.788330
	Iteration 17Q: 3 clusters Score -1320813 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1320820.750000 Penalty: 3012.788330
	Iteration 18Q: 3 clusters Score -1320821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1320834.375000 Penalty: 3012.788330
	Iteration 19Q: 3 clusters Score -1320834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1320837.625000 Penalty: 3012.788330
	Iteration 20F: 3 clusters Score -1320838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1320848.500000 Penalty: 3012.788330
	Iteration 21Q: 3 clusters Score -1320848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1320858.875000 Penalty: 3012.788330
	Iteration 22Q: 3 clusters Score -1320859 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1320863.625000 Penalty: 3012.788330
	Iteration 23Q: 3 clusters Score -1320864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1320872.125000 Penalty: 3012.788330
	Iteration 24Q: 3 clusters Score -1320872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1320882.125000 Penalty: 3012.788330
	Iteration 25Q: 3 clusters Score -1320882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1320888.500000 Penalty: 3012.788330
	Iteration 26Q: 3 clusters Score -1320888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1320891.375000 Penalty: 3012.788330
	Iteration 27Q: 3 clusters Score -1320891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1320896.500000 Penalty: 3012.788330
	Iteration 28Q: 3 clusters Score -1320896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1320901.000000 Penalty: 3012.788330
	Iteration 29Q: 3 clusters Score -1320901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1320902.000000 Penalty: 3012.788330
	Iteration 30Q: 3 clusters Score -1320902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1320904.375000 Penalty: 3012.788330
	Iteration 31Q: 3 clusters Score -1320904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1320907.500000 Penalty: 3012.788330
	Iteration 32Q: 3 clusters Score -1320908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1320907.000000 Penalty: 3012.788330
	Iteration 33Q: 3 clusters Score -1320907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1320908.125000 Penalty: 3012.788330
	Iteration 34Q: 3 clusters Score -1320908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1320907.875000 Penalty: 3012.788330
	Iteration 35Q: 3 clusters Score -1320908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1320907.875000 Penalty: 3012.788330
	Iteration 36F: 3 clusters Score -1320908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Entering Unmasked Estep 
Score: -336244.656250 Penalty: 1290.171265
	Iteration 0F: 2 clusters Score -336244.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -333693.500000 Penalty: 2580.342529
	Iteration 0F: 3 clusters Score -333693.5 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -334321.187500 Penalty: 2580.342529
	Iteration 1F: 3 clusters Score -334321.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -334495.593750 Penalty: 2580.342529
	Iteration 2F: 3 clusters Score -334495.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -334595.843750 Penalty: 2580.342529
	Iteration 3F: 3 clusters Score -334595.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -334667.000000 Penalty: 2580.342529
	Iteration 4Q: 3 clusters Score -334667 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -334732.687500 Penalty: 2580.342529
	Iteration 5Q: 3 clusters Score -334732.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -334783.156250 Penalty: 2580.342529
	Iteration 6Q: 3 clusters Score -334783.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -334826.843750 Penalty: 2580.342529
	Iteration 7Q: 3 clusters Score -334826.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -334863.281250 Penalty: 2580.342529
	Iteration 8Q: 3 clusters Score -334863.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -334889.343750 Penalty: 2580.342529
	Iteration 9Q: 3 clusters Score -334889.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -334921.000000 Penalty: 2580.342529
	Iteration 10Q: 3 clusters Score -334921 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -334960.625000 Penalty: 2580.342529
	Iteration 11Q: 3 clusters Score -334960.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -334986.000000 Penalty: 2580.342529
	Iteration 12Q: 3 clusters Score -334986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -335006.593750 Penalty: 2580.342529
	Iteration 13Q: 3 clusters Score -335006.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -335022.468750 Penalty: 2580.342529
	Iteration 14Q: 3 clusters Score -335022.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -335049.156250 Penalty: 2580.342529
	Iteration 15Q: 3 clusters Score -335049.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -335079.406250 Penalty: 2580.342529
	Iteration 16Q: 3 clusters Score -335079.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -335103.531250 Penalty: 2580.342529
	Iteration 17Q: 3 clusters Score -335103.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -335121.375000 Penalty: 2580.342529
	Iteration 18Q: 3 clusters Score -335121.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -335136.625000 Penalty: 2580.342529
	Iteration 19Q: 3 clusters Score -335136.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -335153.625000 Penalty: 2580.342529
	Iteration 20F: 3 clusters Score -335153.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -335170.250000 Penalty: 2580.342529
	Iteration 21Q: 3 clusters Score -335170.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -335183.343750 Penalty: 2580.342529
	Iteration 22Q: 3 clusters Score -335183.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -335190.281250 Penalty: 2580.342529
	Iteration 23Q: 3 clusters Score -335190.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -335192.687500 Penalty: 2580.342529
	Iteration 24Q: 3 clusters Score -335192.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -335196.000000 Penalty: 2580.342529
	Iteration 25Q: 3 clusters Score -335196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -335199.406250 Penalty: 2580.342529
	Iteration 26Q: 3 clusters Score -335199.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -335202.625000 Penalty: 2580.342529
	Iteration 27Q: 3 clusters Score -335202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -335203.843750 Penalty: 2580.342529
	Iteration 28Q: 3 clusters Score -335203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -335204.687500 Penalty: 2580.342529
	Iteration 29Q: 3 clusters Score -335204.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -335206.250000 Penalty: 2580.342529
	Iteration 30Q: 3 clusters Score -335206.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -335209.781250 Penalty: 2580.342529
	Iteration 31Q: 3 clusters Score -335209.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -335213.687500 Penalty: 2580.342529
	Iteration 32Q: 3 clusters Score -335213.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -335219.968750 Penalty: 2580.342529
	Iteration 33Q: 3 clusters Score -335220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -335228.968750 Penalty: 2580.342529
	Iteration 34Q: 3 clusters Score -335229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -335231.750000 Penalty: 2580.342529
	Iteration 35Q: 3 clusters Score -335231.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -335234.062500 Penalty: 2580.342529
	Iteration 36Q: 3 clusters Score -335234.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -335235.125000 Penalty: 2580.342529
	Iteration 37Q: 3 clusters Score -335235.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -335235.218750 Penalty: 2580.342529
	Iteration 38Q: 3 clusters Score -335235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -335236.125000 Penalty: 2580.342529
	Iteration 39Q: 3 clusters Score -335236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -335237.812500 Penalty: 2580.342529
	Iteration 40F: 3 clusters Score -335237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -335238.937500 Penalty: 2580.342529
	Iteration 41Q: 3 clusters Score -335238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -335240.000000 Penalty: 2580.342529
	Iteration 42Q: 3 clusters Score -335240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -335240.656250 Penalty: 2580.342529
	Iteration 43Q: 3 clusters Score -335240.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -335241.437500 Penalty: 2580.342529
	Iteration 44Q: 3 clusters Score -335241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -335241.468750 Penalty: 2580.342529
	Iteration 45Q: 3 clusters Score -335241.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -335241.218750 Penalty: 2580.342529
	Iteration 46Q: 3 clusters Score -335241.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -335241.625000 Penalty: 2580.342529
	Iteration 47Q: 3 clusters Score -335241.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -335242.468750 Penalty: 2580.342529
	Iteration 48Q: 3 clusters Score -335242.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -335242.656250 Penalty: 2580.342529
	Iteration 49Q: 3 clusters Score -335242.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -335243.031250 Penalty: 2580.342529
	Iteration 50Q: 3 clusters Score -335243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -335243.593750 Penalty: 2580.342529
	Iteration 51Q: 3 clusters Score -335243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -335244.000000 Penalty: 2580.342529
	Iteration 52Q: 3 clusters Score -335244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -335244.000000 Penalty: 2580.342529
	Iteration 53F: 3 clusters Score -335244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Entering Unmasked Estep 
Score: -724869.812500 Penalty: 1411.132690
	Iteration 0F: 2 clusters Score -724869.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -720303.625000 Penalty: 2822.265381
	Iteration 0F: 3 clusters Score -720303.6 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -721860.375000 Penalty: 2822.265381
	Iteration 1F: 3 clusters Score -721860.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -722281.375000 Penalty: 2822.265381
	Iteration 2F: 3 clusters Score -722281.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -722613.562500 Penalty: 2822.265381
	Iteration 3F: 3 clusters Score -722613.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -722887.375000 Penalty: 2822.265381
	Iteration 4F: 3 clusters Score -722887.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -723096.187500 Penalty: 2822.265381
	Iteration 5F: 3 clusters Score -723096.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -723299.187500 Penalty: 2822.265381
	Iteration 6Q: 3 clusters Score -723299.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -723505.312500 Penalty: 2822.265381
	Iteration 7Q: 3 clusters Score -723505.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -723694.812500 Penalty: 2822.265381
	Iteration 8Q: 3 clusters Score -723694.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -723940.750000 Penalty: 2822.265381
	Iteration 9Q: 3 clusters Score -723940.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -724121.375000 Penalty: 2822.265381
	Iteration 10Q: 3 clusters Score -724121.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -724221.812500 Penalty: 2822.265381
	Iteration 11Q: 3 clusters Score -724221.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -724274.312500 Penalty: 2822.265381
	Iteration 12Q: 3 clusters Score -724274.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -724302.812500 Penalty: 2822.265381
	Iteration 13Q: 3 clusters Score -724302.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -724315.062500 Penalty: 2822.265381
	Iteration 14Q: 3 clusters Score -724315.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -724326.125000 Penalty: 2822.265381
	Iteration 15Q: 3 clusters Score -724326.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -724334.562500 Penalty: 2822.265381
	Iteration 16Q: 3 clusters Score -724334.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -724339.250000 Penalty: 2822.265381
	Iteration 17Q: 3 clusters Score -724339.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -724341.625000 Penalty: 2822.265381
	Iteration 18Q: 3 clusters Score -724341.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -724340.375000 Penalty: 2822.265381
	Iteration 19Q: 3 clusters Score -724340.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -724341.562500 Penalty: 2822.265381
	Iteration 20F: 3 clusters Score -724341.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -724341.312500 Penalty: 2822.265381
	Iteration 21Q: 3 clusters Score -724341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -724344.187500 Penalty: 2822.265381
	Iteration 22Q: 3 clusters Score -724344.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -724344.437500 Penalty: 2822.265381
	Iteration 23Q: 3 clusters Score -724344.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -724346.312500 Penalty: 2822.265381
	Iteration 24Q: 3 clusters Score -724346.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -724345.937500 Penalty: 2822.265381
	Iteration 25Q: 3 clusters Score -724345.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -724347.875000 Penalty: 2822.265381
	Iteration 26Q: 3 clusters Score -724347.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -724348.562500 Penalty: 2822.265381
	Iteration 27Q: 3 clusters Score -724348.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -724348.687500 Penalty: 2822.265381
	Iteration 28Q: 3 clusters Score -724348.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -724348.687500 Penalty: 2822.265381
	Iteration 29F: 3 clusters Score -724348.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Entering Unmasked Estep 
Score: -5710200.000000 Penalty: 1745.990845
	Iteration 0F: 2 clusters Score -5710200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -5679249.500000 Penalty: 3491.981689
	Iteration 0F: 3 clusters Score -5679250 nChanged 21785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -5691849.500000 Penalty: 3491.981689
	Iteration 1F: 3 clusters Score -5691850 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -5692455.000000 Penalty: 3491.981689
	Iteration 2Q: 3 clusters Score -5692455 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -5693258.500000 Penalty: 3491.981689
	Iteration 3Q: 3 clusters Score -5693258 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -5694223.500000 Penalty: 3491.981689
	Iteration 4Q: 3 clusters Score -5694224 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -5695572.500000 Penalty: 3491.981689
	Iteration 5F: 3 clusters Score -5695572 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -5697486.500000 Penalty: 3491.981689
	Iteration 6F: 3 clusters Score -5697486 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -5699847.500000 Penalty: 3491.981689
	Iteration 7F: 3 clusters Score -5699848 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -5702589.500000 Penalty: 3491.981689
	Iteration 8F: 3 clusters Score -5702590 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -5705088.000000 Penalty: 3491.981689
	Iteration 9F: 3 clusters Score -5705088 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -5706787.500000 Penalty: 3491.981689
	Iteration 10Q: 3 clusters Score -5706788 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -5707753.000000 Penalty: 3491.981689
	Iteration 11Q: 3 clusters Score -5707753 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -5708279.500000 Penalty: 3491.981689
	Iteration 12Q: 3 clusters Score -5708280 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -5708470.000000 Penalty: 3491.981689
	Iteration 13Q: 3 clusters Score -5708470 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -5708583.500000 Penalty: 3491.981689
	Iteration 14Q: 3 clusters Score -5708584 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -5708636.500000 Penalty: 3491.981689
	Iteration 15Q: 3 clusters Score -5708636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -5708649.000000 Penalty: 3491.981689
	Iteration 16Q: 3 clusters Score -5708649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -5708664.500000 Penalty: 3491.981689
	Iteration 17Q: 3 clusters Score -5708664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -5708668.000000 Penalty: 3491.981689
	Iteration 18Q: 3 clusters Score -5708668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -5708668.000000 Penalty: 3491.981689
	Iteration 19F: 3 clusters Score -5708668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Entering Unmasked Estep 
Score: -4094655.250000 Penalty: 1691.679565
	Iteration 0F: 2 clusters Score -4094655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -4072470.750000 Penalty: 3383.359131
	Iteration 0F: 3 clusters Score -4072471 nChanged 15223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4080895.750000 Penalty: 3383.359131
	Iteration 1F: 3 clusters Score -4080896 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -4081372.250000 Penalty: 3383.359131
	Iteration 2Q: 3 clusters Score -4081372 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4081899.500000 Penalty: 3383.359131
	Iteration 3Q: 3 clusters Score -4081900 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4082640.250000 Penalty: 3383.359131
	Iteration 4Q: 3 clusters Score -4082640 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4083734.750000 Penalty: 3383.359131
	Iteration 5F: 3 clusters Score -4083735 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -4085275.000000 Penalty: 3383.359131
	Iteration 6F: 3 clusters Score -4085275 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -4087185.750000 Penalty: 3383.359131
	Iteration 7F: 3 clusters Score -4087186 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -4088940.750000 Penalty: 3383.359131
	Iteration 8F: 3 clusters Score -4088941 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -4090301.000000 Penalty: 3383.359131
	Iteration 9F: 3 clusters Score -4090301 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -4091197.500000 Penalty: 3383.359131
	Iteration 10Q: 3 clusters Score -4091198 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -4091834.500000 Penalty: 3383.359131
	Iteration 11Q: 3 clusters Score -4091834 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -4092287.500000 Penalty: 3383.359131
	Iteration 12Q: 3 clusters Score -4092288 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -4092607.250000 Penalty: 3383.359131
	Iteration 13Q: 3 clusters Score -4092607 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -4092835.250000 Penalty: 3383.359131
	Iteration 14Q: 3 clusters Score -4092835 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4092992.250000 Penalty: 3383.359131
	Iteration 15Q: 3 clusters Score -4092992 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -4093089.750000 Penalty: 3383.359131
	Iteration 16Q: 3 clusters Score -4093090 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -4093142.250000 Penalty: 3383.359131
	Iteration 17Q: 3 clusters Score -4093142 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 31944 members 
Entering Unmasked Estep 
Score: -4093187.250000 Penalty: 3383.359131
	Iteration 18Q: 3 clusters Score -4093187 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -4093222.500000 Penalty: 3383.359131
	Iteration 19Q: 3 clusters Score -4093222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -4093256.500000 Penalty: 3383.359131
	Iteration 20F: 3 clusters Score -4093256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -4093275.000000 Penalty: 3383.359131
	Iteration 21Q: 3 clusters Score -4093275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -4093276.000000 Penalty: 3383.359131
	Iteration 22Q: 3 clusters Score -4093276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -4093290.000000 Penalty: 3383.359131
	Iteration 23Q: 3 clusters Score -4093290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -4093295.750000 Penalty: 3383.359131
	Iteration 24Q: 3 clusters Score -4093296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -4093302.000000 Penalty: 3383.359131
	Iteration 25Q: 3 clusters Score -4093302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -4093308.000000 Penalty: 3383.359131
	Iteration 26Q: 3 clusters Score -4093308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -4093314.000000 Penalty: 3383.359131
	Iteration 27Q: 3 clusters Score -4093314 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4093321.750000 Penalty: 3383.359131
	Iteration 28Q: 3 clusters Score -4093322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -4093332.000000 Penalty: 3383.359131
	Iteration 29Q: 3 clusters Score -4093332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -4093346.500000 Penalty: 3383.359131
	Iteration 30Q: 3 clusters Score -4093346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -4093347.500000 Penalty: 3383.359131
	Iteration 31Q: 3 clusters Score -4093348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4093354.250000 Penalty: 3383.359131
	Iteration 32Q: 3 clusters Score -4093354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -4093356.750000 Penalty: 3383.359131
	Iteration 33Q: 3 clusters Score -4093357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -4093366.250000 Penalty: 3383.359131
	Iteration 34Q: 3 clusters Score -4093366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -4093373.500000 Penalty: 3383.359131
	Iteration 35Q: 3 clusters Score -4093374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 32223 members 
Entering Unmasked Estep 
Score: -4093380.250000 Penalty: 3383.359131
	Iteration 36Q: 3 clusters Score -4093380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -4093391.500000 Penalty: 3383.359131
	Iteration 37Q: 3 clusters Score -4093392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -4093395.250000 Penalty: 3383.359131
	Iteration 38Q: 3 clusters Score -4093395 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -4093396.750000 Penalty: 3383.359131
	Iteration 39Q: 3 clusters Score -4093397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -4093403.750000 Penalty: 3383.359131
	Iteration 40F: 3 clusters Score -4093404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -4093403.500000 Penalty: 3383.359131
	Iteration 41Q: 3 clusters Score -4093404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -4093406.500000 Penalty: 3383.359131
	Iteration 42Q: 3 clusters Score -4093406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -4093405.250000 Penalty: 3383.359131
	Iteration 43Q: 3 clusters Score -4093405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -4093417.750000 Penalty: 3383.359131
	Iteration 44Q: 3 clusters Score -4093418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4093418.750000 Penalty: 3383.359131
	Iteration 45Q: 3 clusters Score -4093419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4093419.250000 Penalty: 3383.359131
	Iteration 46Q: 3 clusters Score -4093419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -4093423.500000 Penalty: 3383.359131
	Iteration 47Q: 3 clusters Score -4093424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4093422.750000 Penalty: 3383.359131
	Iteration 48Q: 3 clusters Score -4093423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4093428.000000 Penalty: 3383.359131
	Iteration 49Q: 3 clusters Score -4093428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -4093428.750000 Penalty: 3383.359131
	Iteration 50Q: 3 clusters Score -4093429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -4093430.000000 Penalty: 3383.359131
	Iteration 51Q: 3 clusters Score -4093430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -4093429.500000 Penalty: 3383.359131
	Iteration 52Q: 3 clusters Score -4093430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4093427.500000 Penalty: 3383.359131
	Iteration 53Q: 3 clusters Score -4093428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4093424.500000 Penalty: 3383.359131
	Iteration 54Q: 3 clusters Score -4093424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4093423.750000 Penalty: 3383.359131
	Iteration 55Q: 3 clusters Score -4093424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4093424.000000 Penalty: 3383.359131
	Iteration 56Q: 3 clusters Score -4093424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4093424.000000 Penalty: 3383.359131
	Iteration 57F: 3 clusters Score -4093424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Entering Unmasked Estep 
Score: -237095.750000 Penalty: 1230.280762
	Iteration 0F: 2 clusters Score -237095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -235022.296875 Penalty: 2460.561523
	Iteration 0F: 3 clusters Score -235022.3 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -235492.968750 Penalty: 2460.561523
	Iteration 1F: 3 clusters Score -235493 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -235632.203125 Penalty: 2460.561523
	Iteration 2F: 3 clusters Score -235632.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -235728.078125 Penalty: 2460.561523
	Iteration 3F: 3 clusters Score -235728.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -235817.093750 Penalty: 2460.561523
	Iteration 4Q: 3 clusters Score -235817.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -235874.921875 Penalty: 2460.561523
	Iteration 5Q: 3 clusters Score -235874.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -235932.593750 Penalty: 2460.561523
	Iteration 6Q: 3 clusters Score -235932.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -235971.671875 Penalty: 2460.561523
	Iteration 7Q: 3 clusters Score -235971.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -236022.015625 Penalty: 2460.561523
	Iteration 8Q: 3 clusters Score -236022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -236054.781250 Penalty: 2460.561523
	Iteration 9Q: 3 clusters Score -236054.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -236092.156250 Penalty: 2460.561523
	Iteration 10Q: 3 clusters Score -236092.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -236121.234375 Penalty: 2460.561523
	Iteration 11Q: 3 clusters Score -236121.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -236140.078125 Penalty: 2460.561523
	Iteration 12Q: 3 clusters Score -236140.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -236155.781250 Penalty: 2460.561523
	Iteration 13Q: 3 clusters Score -236155.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -236170.484375 Penalty: 2460.561523
	Iteration 14Q: 3 clusters Score -236170.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -236179.609375 Penalty: 2460.561523
	Iteration 15Q: 3 clusters Score -236179.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -236183.062500 Penalty: 2460.561523
	Iteration 16Q: 3 clusters Score -236183.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -236183.968750 Penalty: 2460.561523
	Iteration 17Q: 3 clusters Score -236184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -236184.734375 Penalty: 2460.561523
	Iteration 18Q: 3 clusters Score -236184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -236188.031250 Penalty: 2460.561523
	Iteration 19Q: 3 clusters Score -236188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -236190.750000 Penalty: 2460.561523
	Iteration 20F: 3 clusters Score -236190.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -236192.984375 Penalty: 2460.561523
	Iteration 21Q: 3 clusters Score -236193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -236194.515625 Penalty: 2460.561523
	Iteration 22Q: 3 clusters Score -236194.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -236194.515625 Penalty: 2460.561523
	Iteration 23F: 3 clusters Score -236194.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Entering Unmasked Estep 
Score: -347172.531250 Penalty: 1297.585938
	Iteration 0F: 2 clusters Score -347172.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -344494.906250 Penalty: 2595.171875
	Iteration 0F: 3 clusters Score -344494.9 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -345514.937500 Penalty: 2595.171875
	Iteration 1F: 3 clusters Score -345514.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -346052.937500 Penalty: 2595.171875
	Iteration 2F: 3 clusters Score -346052.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -346403.875000 Penalty: 2595.171875
	Iteration 3F: 3 clusters Score -346403.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -346683.125000 Penalty: 2595.171875
	Iteration 4F: 3 clusters Score -346683.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -346856.906250 Penalty: 2595.171875
	Iteration 5F: 3 clusters Score -346856.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -346989.218750 Penalty: 2595.171875
	Iteration 6Q: 3 clusters Score -346989.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -347075.687500 Penalty: 2595.171875
	Iteration 7Q: 3 clusters Score -347075.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -347125.656250 Penalty: 2595.171875
	Iteration 8Q: 3 clusters Score -347125.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -347146.687500 Penalty: 2595.171875
	Iteration 9Q: 3 clusters Score -347146.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -347154.000000 Penalty: 2595.171875
	Iteration 10Q: 3 clusters Score -347154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -347159.843750 Penalty: 2595.171875
	Iteration 11Q: 3 clusters Score -347159.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -347163.406250 Penalty: 2595.171875
	Iteration 12Q: 3 clusters Score -347163.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -347167.562500 Penalty: 2595.171875
	Iteration 13Q: 3 clusters Score -347167.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -347171.000000 Penalty: 2595.171875
	Iteration 14Q: 3 clusters Score -347171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -347172.906250 Penalty: 2595.171875
	Iteration 15Q: 3 clusters Score -347172.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -347173.031250 Penalty: 2595.171875
	Iteration 16Q: 3 clusters Score -347173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -347173.375000 Penalty: 2595.171875
	Iteration 17Q: 3 clusters Score -347173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -347173.375000 Penalty: 2595.171875
	Iteration 18F: 3 clusters Score -347173.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 71964 members 
Mstep: Class 3 contains 59221 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 2806 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 46377 members 
Mstep: Class 10 contains 33201 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2170 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 12220 members 
Mstep: Class 19 contains 14266 members 
Mstep: Class 20 contains 14742 members 
Mstep: Class 21 contains 4565 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6543 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 4755 members 
Mstep: Class 28 contains 36464 members 
Mstep: Class 29 contains 767 members 
Entering Unmasked Estep 
Score: -48234956.000000 Penalty: 60811.207031
Splitting cluster 12 changes total score from -48235808.000000 to -48234956.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (5859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Entering Unmasked Estep 
Score: -709745.125000 Penalty: 1409.806885
	Iteration 0F: 2 clusters Score -709745.1 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 2989 members 
Entering Unmasked Estep 
Score: -705175.812500 Penalty: 2819.613770
	Iteration 0F: 3 clusters Score -705175.8 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -706583.062500 Penalty: 2819.613770
	Iteration 1F: 3 clusters Score -706583.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -706879.062500 Penalty: 2819.613770
	Iteration 2F: 3 clusters Score -706879.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -707186.625000 Penalty: 2819.613770
	Iteration 3F: 3 clusters Score -707186.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -707508.500000 Penalty: 2819.613770
	Iteration 4F: 3 clusters Score -707508.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -707791.000000 Penalty: 2819.613770
	Iteration 5F: 3 clusters Score -707791 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -708067.687500 Penalty: 2819.613770
	Iteration 6F: 3 clusters Score -708067.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -708333.375000 Penalty: 2819.613770
	Iteration 7F: 3 clusters Score -708333.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -708568.562500 Penalty: 2819.613770
	Iteration 8Q: 3 clusters Score -708568.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -708794.875000 Penalty: 2819.613770
	Iteration 9Q: 3 clusters Score -708794.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -709004.750000 Penalty: 2819.613770
	Iteration 10Q: 3 clusters Score -709004.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -709180.062500 Penalty: 2819.613770
	Iteration 11Q: 3 clusters Score -709180.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -709345.375000 Penalty: 2819.613770
	Iteration 12Q: 3 clusters Score -709345.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -709443.375000 Penalty: 2819.613770
	Iteration 13Q: 3 clusters Score -709443.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -709481.750000 Penalty: 2819.613770
	Iteration 14Q: 3 clusters Score -709481.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -709500.125000 Penalty: 2819.613770
	Iteration 15Q: 3 clusters Score -709500.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -709515.312500 Penalty: 2819.613770
	Iteration 16Q: 3 clusters Score -709515.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -709523.250000 Penalty: 2819.613770
	Iteration 17Q: 3 clusters Score -709523.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -709527.125000 Penalty: 2819.613770
	Iteration 18Q: 3 clusters Score -709527.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -709530.687500 Penalty: 2819.613770
	Iteration 19Q: 3 clusters Score -709530.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -709532.125000 Penalty: 2819.613770
	Iteration 20F: 3 clusters Score -709532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -709533.500000 Penalty: 2819.613770
	Iteration 21Q: 3 clusters Score -709533.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -709532.375000 Penalty: 2819.613770
	Iteration 22Q: 3 clusters Score -709532.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -709532.375000 Penalty: 2819.613770
	Iteration 23F: 3 clusters Score -709532.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Entering Unmasked Estep 
Score: -2220265.000000 Penalty: 1592.294800
	Iteration 0F: 2 clusters Score -2220265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2208023.250000 Penalty: 3184.589600
	Iteration 0F: 3 clusters Score -2208023 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2212308.750000 Penalty: 3184.589600
	Iteration 1F: 3 clusters Score -2212309 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2212624.750000 Penalty: 3184.589600
	Iteration 2Q: 3 clusters Score -2212625 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2212936.250000 Penalty: 3184.589600
	Iteration 3Q: 3 clusters Score -2212936 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2213341.000000 Penalty: 3184.589600
	Iteration 4Q: 3 clusters Score -2213341 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2213842.000000 Penalty: 3184.589600
	Iteration 5F: 3 clusters Score -2213842 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2214423.000000 Penalty: 3184.589600
	Iteration 6F: 3 clusters Score -2214423 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2215123.000000 Penalty: 3184.589600
	Iteration 7F: 3 clusters Score -2215123 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2216106.250000 Penalty: 3184.589600
	Iteration 8F: 3 clusters Score -2216106 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2217359.500000 Penalty: 3184.589600
	Iteration 9F: 3 clusters Score -2217360 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2218552.250000 Penalty: 3184.589600
	Iteration 10F: 3 clusters Score -2218552 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2219275.750000 Penalty: 3184.589600
	Iteration 11Q: 3 clusters Score -2219276 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2219687.250000 Penalty: 3184.589600
	Iteration 12Q: 3 clusters Score -2219687 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2219826.750000 Penalty: 3184.589600
	Iteration 13Q: 3 clusters Score -2219827 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2219909.250000 Penalty: 3184.589600
	Iteration 14Q: 3 clusters Score -2219909 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2219956.500000 Penalty: 3184.589600
	Iteration 15Q: 3 clusters Score -2219956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2219979.000000 Penalty: 3184.589600
	Iteration 16Q: 3 clusters Score -2219979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2219995.000000 Penalty: 3184.589600
	Iteration 17Q: 3 clusters Score -2219995 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2219999.250000 Penalty: 3184.589600
	Iteration 18Q: 3 clusters Score -2219999 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2220010.250000 Penalty: 3184.589600
	Iteration 19Q: 3 clusters Score -2220010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2220016.000000 Penalty: 3184.589600
	Iteration 20F: 3 clusters Score -2220016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -2220019.500000 Penalty: 3184.589600
	Iteration 21Q: 3 clusters Score -2220020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2220024.250000 Penalty: 3184.589600
	Iteration 22Q: 3 clusters Score -2220024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2220028.750000 Penalty: 3184.589600
	Iteration 23Q: 3 clusters Score -2220029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2220030.000000 Penalty: 3184.589600
	Iteration 24Q: 3 clusters Score -2220030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2220029.500000 Penalty: 3184.589600
	Iteration 25Q: 3 clusters Score -2220030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2220026.750000 Penalty: 3184.589600
	Iteration 26Q: 3 clusters Score -2220027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2220026.750000 Penalty: 3184.589600
	Iteration 27Q: 3 clusters Score -2220027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -2220029.750000 Penalty: 3184.589600
	Iteration 28Q: 3 clusters Score -2220030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -2220029.500000 Penalty: 3184.589600
	Iteration 29Q: 3 clusters Score -2220030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -2220030.500000 Penalty: 3184.589600
	Iteration 30Q: 3 clusters Score -2220030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2220030.250000 Penalty: 3184.589600
	Iteration 31Q: 3 clusters Score -2220030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2220029.000000 Penalty: 3184.589600
	Iteration 32Q: 3 clusters Score -2220029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -2220029.750000 Penalty: 3184.589600
	Iteration 33Q: 3 clusters Score -2220030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2220031.000000 Penalty: 3184.589600
	Iteration 34Q: 3 clusters Score -2220031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2220031.000000 Penalty: 3184.589600
	Iteration 35F: 3 clusters Score -2220031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -296007.906250 Penalty: 1266.591797
	Iteration 0F: 2 clusters Score -296007.9 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 1172 members 
Entering Unmasked Estep 
Score: -293654.187500 Penalty: 2533.183594
	Iteration 0F: 3 clusters Score -293654.2 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -294210.093750 Penalty: 2533.183594
	Iteration 1F: 3 clusters Score -294210.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -294323.593750 Penalty: 2533.183594
	Iteration 2F: 3 clusters Score -294323.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -294395.375000 Penalty: 2533.183594
	Iteration 3Q: 3 clusters Score -294395.4 nChanged 76
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: -294437.718750 Penalty: 2533.183594
	Iteration 4Q: 3 clusters Score -294437.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -294463.187500 Penalty: 2533.183594
	Iteration 5Q: 3 clusters Score -294463.2 nChanged 52
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: -294486.187500 Penalty: 2533.183594
	Iteration 6Q: 3 clusters Score -294486.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -294505.218750 Penalty: 2533.183594
	Iteration 7Q: 3 clusters Score -294505.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -294520.906250 Penalty: 2533.183594
	Iteration 8Q: 3 clusters Score -294520.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -294543.687500 Penalty: 2533.183594
	Iteration 9Q: 3 clusters Score -294543.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -294564.187500 Penalty: 2533.183594
	Iteration 10Q: 3 clusters Score -294564.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -294592.218750 Penalty: 2533.183594
	Iteration 11Q: 3 clusters Score -294592.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -294615.656250 Penalty: 2533.183594
	Iteration 12Q: 3 clusters Score -294615.7 nChanged 44
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: -294644.343750 Penalty: 2533.183594
	Iteration 13Q: 3 clusters Score -294644.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -294671.312500 Penalty: 2533.183594
	Iteration 14Q: 3 clusters Score -294671.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -294700.000000 Penalty: 2533.183594
	Iteration 15Q: 3 clusters Score -294700 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -294727.218750 Penalty: 2533.183594
	Iteration 16Q: 3 clusters Score -294727.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -294750.718750 Penalty: 2533.183594
	Iteration 17Q: 3 clusters Score -294750.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -294780.187500 Penalty: 2533.183594
	Iteration 18Q: 3 clusters Score -294780.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -294802.125000 Penalty: 2533.183594
	Iteration 19Q: 3 clusters Score -294802.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -294824.031250 Penalty: 2533.183594
	Iteration 20F: 3 clusters Score -294824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -294838.250000 Penalty: 2533.183594
	Iteration 21Q: 3 clusters Score -294838.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -294849.687500 Penalty: 2533.183594
	Iteration 22Q: 3 clusters Score -294849.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -294859.968750 Penalty: 2533.183594
	Iteration 23Q: 3 clusters Score -294860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -294869.437500 Penalty: 2533.183594
	Iteration 24Q: 3 clusters Score -294869.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -294880.875000 Penalty: 2533.183594
	Iteration 25Q: 3 clusters Score -294880.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -294890.687500 Penalty: 2533.183594
	Iteration 26Q: 3 clusters Score -294890.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -294904.718750 Penalty: 2533.183594
	Iteration 27Q: 3 clusters Score -294904.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -294911.843750 Penalty: 2533.183594
	Iteration 28Q: 3 clusters Score -294911.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -294916.281250 Penalty: 2533.183594
	Iteration 29Q: 3 clusters Score -294916.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -294919.687500 Penalty: 2533.183594
	Iteration 30Q: 3 clusters Score -294919.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -294922.906250 Penalty: 2533.183594
	Iteration 31Q: 3 clusters Score -294922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -294926.000000 Penalty: 2533.183594
	Iteration 32Q: 3 clusters Score -294926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -294928.812500 Penalty: 2533.183594
	Iteration 33Q: 3 clusters Score -294928.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -294930.125000 Penalty: 2533.183594
	Iteration 34Q: 3 clusters Score -294930.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -294934.343750 Penalty: 2533.183594
	Iteration 35Q: 3 clusters Score -294934.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -294936.281250 Penalty: 2533.183594
	Iteration 36Q: 3 clusters Score -294936.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -294940.156250 Penalty: 2533.183594
	Iteration 37Q: 3 clusters Score -294940.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -294942.062500 Penalty: 2533.183594
	Iteration 38Q: 3 clusters Score -294942.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -294943.875000 Penalty: 2533.183594
	Iteration 39Q: 3 clusters Score -294943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -294946.812500 Penalty: 2533.183594
	Iteration 40F: 3 clusters Score -294946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -294948.187500 Penalty: 2533.183594
	Iteration 41Q: 3 clusters Score -294948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -294950.656250 Penalty: 2533.183594
	Iteration 42Q: 3 clusters Score -294950.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -294952.156250 Penalty: 2533.183594
	Iteration 43Q: 3 clusters Score -294952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -294954.062500 Penalty: 2533.183594
	Iteration 44Q: 3 clusters Score -294954.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -294955.125000 Penalty: 2533.183594
	Iteration 45Q: 3 clusters Score -294955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -294957.187500 Penalty: 2533.183594
	Iteration 46Q: 3 clusters Score -294957.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -294957.531250 Penalty: 2533.183594
	Iteration 47Q: 3 clusters Score -294957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -294959.000000 Penalty: 2533.183594
	Iteration 48Q: 3 clusters Score -294959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -294960.156250 Penalty: 2533.183594
	Iteration 49Q: 3 clusters Score -294960.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -294960.156250 Penalty: 2533.183594
	Iteration 50F: 3 clusters Score -294960.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Entering Unmasked Estep 
Score: -100786.664062 Penalty: 1111.762573
	Iteration 0F: 2 clusters Score -100786.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -99440.812500 Penalty: 2223.525146
	Iteration 0F: 3 clusters Score -99440.81 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -99744.015625 Penalty: 2223.525146
	Iteration 1F: 3 clusters Score -99744.02 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99899.367188 Penalty: 2223.525146
	Iteration 2F: 3 clusters Score -99899.37 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -100024.578125 Penalty: 2223.525146
	Iteration 3F: 3 clusters Score -100024.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100152.546875 Penalty: 2223.525146
	Iteration 4F: 3 clusters Score -100152.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -100249.921875 Penalty: 2223.525146
	Iteration 5Q: 3 clusters Score -100249.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -100325.117188 Penalty: 2223.525146
	Iteration 6Q: 3 clusters Score -100325.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -100423.593750 Penalty: 2223.525146
	Iteration 7Q: 3 clusters Score -100423.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100560.367188 Penalty: 2223.525146
	Iteration 8Q: 3 clusters Score -100560.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -100681.953125 Penalty: 2223.525146
	Iteration 9Q: 3 clusters Score -100682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -100807.414062 Penalty: 2223.525146
	Iteration 10Q: 3 clusters Score -100807.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -100895.031250 Penalty: 2223.525146
	Iteration 11Q: 3 clusters Score -100895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -100941.617188 Penalty: 2223.525146
	Iteration 12Q: 3 clusters Score -100941.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -100980.781250 Penalty: 2223.525146
	Iteration 13Q: 3 clusters Score -100980.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101005.039062 Penalty: 2223.525146
	Iteration 14Q: 3 clusters Score -101005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101016.539062 Penalty: 2223.525146
	Iteration 15Q: 3 clusters Score -101016.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -101024.031250 Penalty: 2223.525146
	Iteration 16Q: 3 clusters Score -101024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101025.968750 Penalty: 2223.525146
	Iteration 17Q: 3 clusters Score -101026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -101028.117188 Penalty: 2223.525146
	Iteration 18Q: 3 clusters Score -101028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101030.398438 Penalty: 2223.525146
	Iteration 19Q: 3 clusters Score -101030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101035.500000 Penalty: 2223.525146
	Iteration 20F: 3 clusters Score -101035.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101058.523438 Penalty: 2223.525146
	Iteration 21Q: 3 clusters Score -101058.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -101062.562500 Penalty: 2223.525146
	Iteration 22Q: 3 clusters Score -101062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101065.062500 Penalty: 2223.525146
	Iteration 23Q: 3 clusters Score -101065.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101067.281250 Penalty: 2223.525146
	Iteration 24Q: 3 clusters Score -101067.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101069.687500 Penalty: 2223.525146
	Iteration 25Q: 3 clusters Score -101069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -101071.656250 Penalty: 2223.525146
	Iteration 26Q: 3 clusters Score -101071.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -101076.148438 Penalty: 2223.525146
	Iteration 27Q: 3 clusters Score -101076.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -101078.992188 Penalty: 2223.525146
	Iteration 28Q: 3 clusters Score -101079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -101079.664062 Penalty: 2223.525146
	Iteration 29Q: 3 clusters Score -101079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101080.867188 Penalty: 2223.525146
	Iteration 30Q: 3 clusters Score -101080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -101080.867188 Penalty: 2223.525146
	Iteration 31F: 3 clusters Score -101080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 71964 members 
Mstep: Class 3 contains 59221 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 2806 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 46377 members 
Mstep: Class 10 contains 33201 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 458 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 12220 members 
Mstep: Class 19 contains 14266 members 
Mstep: Class 20 contains 14742 members 
Mstep: Class 21 contains 4565 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 6543 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 4755 members 
Mstep: Class 28 contains 36464 members 
Mstep: Class 29 contains 478 members 
Entering Unmasked Estep 
Score: -48235044.000000 Penalty: 60811.207031
Splitting cluster 16 changes total score from -48235808.000000 to -48235044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -410646.843750 Penalty: 1330.752197
	Iteration 0F: 2 clusters Score -410646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -407561.812500 Penalty: 2661.504395
	Iteration 0F: 3 clusters Score -407561.8 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -408473.187500 Penalty: 2661.504395
	Iteration 1F: 3 clusters Score -408473.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -408716.406250 Penalty: 2661.504395
	Iteration 2F: 3 clusters Score -408716.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -408879.687500 Penalty: 2661.504395
	Iteration 3F: 3 clusters Score -408879.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -409026.312500 Penalty: 2661.504395
	Iteration 4F: 3 clusters Score -409026.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -409133.906250 Penalty: 2661.504395
	Iteration 5Q: 3 clusters Score -409133.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -409213.906250 Penalty: 2661.504395
	Iteration 6Q: 3 clusters Score -409213.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -409300.093750 Penalty: 2661.504395
	Iteration 7Q: 3 clusters Score -409300.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -409368.687500 Penalty: 2661.504395
	Iteration 8Q: 3 clusters Score -409368.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -409436.406250 Penalty: 2661.504395
	Iteration 9Q: 3 clusters Score -409436.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -409500.031250 Penalty: 2661.504395
	Iteration 10Q: 3 clusters Score -409500 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -409570.375000 Penalty: 2661.504395
	Iteration 11Q: 3 clusters Score -409570.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -409638.656250 Penalty: 2661.504395
	Iteration 12Q: 3 clusters Score -409638.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -409703.343750 Penalty: 2661.504395
	Iteration 13Q: 3 clusters Score -409703.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -409748.062500 Penalty: 2661.504395
	Iteration 14Q: 3 clusters Score -409748.1 nChanged 60
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: -409784.937500 Penalty: 2661.504395
	Iteration 15Q: 3 clusters Score -409784.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -409822.000000 Penalty: 2661.504395
	Iteration 16Q: 3 clusters Score -409822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -409859.125000 Penalty: 2661.504395
	Iteration 17Q: 3 clusters Score -409859.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -409896.125000 Penalty: 2661.504395
	Iteration 18Q: 3 clusters Score -409896.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -409922.218750 Penalty: 2661.504395
	Iteration 19Q: 3 clusters Score -409922.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -409955.843750 Penalty: 2661.504395
	Iteration 20F: 3 clusters Score -409955.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -409976.250000 Penalty: 2661.504395
	Iteration 21Q: 3 clusters Score -409976.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -409989.250000 Penalty: 2661.504395
	Iteration 22Q: 3 clusters Score -409989.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -409999.500000 Penalty: 2661.504395
	Iteration 23Q: 3 clusters Score -409999.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -410004.343750 Penalty: 2661.504395
	Iteration 24Q: 3 clusters Score -410004.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -410008.781250 Penalty: 2661.504395
	Iteration 25Q: 3 clusters Score -410008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -410011.375000 Penalty: 2661.504395
	Iteration 26Q: 3 clusters Score -410011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -410011.625000 Penalty: 2661.504395
	Iteration 27Q: 3 clusters Score -410011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -410012.312500 Penalty: 2661.504395
	Iteration 28Q: 3 clusters Score -410012.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -410012.312500 Penalty: 2661.504395
	Iteration 29F: 3 clusters Score -410012.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Entering Unmasked Estep 
Score: -1510004.625000 Penalty: 1529.259766
	Iteration 0F: 2 clusters Score -1510005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1501429.375000 Penalty: 3058.519531
	Iteration 0F: 3 clusters Score -1501429 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1504439.750000 Penalty: 3058.519531
	Iteration 1F: 3 clusters Score -1504440 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1504874.875000 Penalty: 3058.519531
	Iteration 2F: 3 clusters Score -1504875 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1505322.750000 Penalty: 3058.519531
	Iteration 3F: 3 clusters Score -1505323 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1505823.625000 Penalty: 3058.519531
	Iteration 4F: 3 clusters Score -1505824 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1506317.125000 Penalty: 3058.519531
	Iteration 5F: 3 clusters Score -1506317 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1506726.125000 Penalty: 3058.519531
	Iteration 6F: 3 clusters Score -1506726 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1507047.500000 Penalty: 3058.519531
	Iteration 7Q: 3 clusters Score -1507048 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1507295.000000 Penalty: 3058.519531
	Iteration 8Q: 3 clusters Score -1507295 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1507495.375000 Penalty: 3058.519531
	Iteration 9Q: 3 clusters Score -1507495 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1507653.750000 Penalty: 3058.519531
	Iteration 10Q: 3 clusters Score -1507654 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1507783.375000 Penalty: 3058.519531
	Iteration 11Q: 3 clusters Score -1507783 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1507908.875000 Penalty: 3058.519531
	Iteration 12Q: 3 clusters Score -1507909 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1508015.625000 Penalty: 3058.519531
	Iteration 13Q: 3 clusters Score -1508016 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1508105.375000 Penalty: 3058.519531
	Iteration 14Q: 3 clusters Score -1508105 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1508193.500000 Penalty: 3058.519531
	Iteration 15Q: 3 clusters Score -1508194 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1508267.500000 Penalty: 3058.519531
	Iteration 16Q: 3 clusters Score -1508268 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1508318.000000 Penalty: 3058.519531
	Iteration 17Q: 3 clusters Score -1508318 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1508358.875000 Penalty: 3058.519531
	Iteration 18Q: 3 clusters Score -1508359 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1508391.625000 Penalty: 3058.519531
	Iteration 19Q: 3 clusters Score -1508392 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1508425.875000 Penalty: 3058.519531
	Iteration 20F: 3 clusters Score -1508426 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1508442.500000 Penalty: 3058.519531
	Iteration 21Q: 3 clusters Score -1508442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1508459.750000 Penalty: 3058.519531
	Iteration 22Q: 3 clusters Score -1508460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1508475.750000 Penalty: 3058.519531
	Iteration 23Q: 3 clusters Score -1508476 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1508490.125000 Penalty: 3058.519531
	Iteration 24Q: 3 clusters Score -1508490 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1508502.750000 Penalty: 3058.519531
	Iteration 25Q: 3 clusters Score -1508503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1508510.625000 Penalty: 3058.519531
	Iteration 26Q: 3 clusters Score -1508511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1508515.375000 Penalty: 3058.519531
	Iteration 27Q: 3 clusters Score -1508515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1508522.000000 Penalty: 3058.519531
	Iteration 28Q: 3 clusters Score -1508522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1508530.125000 Penalty: 3058.519531
	Iteration 29Q: 3 clusters Score -1508530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1508537.500000 Penalty: 3058.519531
	Iteration 30Q: 3 clusters Score -1508538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1508541.250000 Penalty: 3058.519531
	Iteration 31Q: 3 clusters Score -1508541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1508543.250000 Penalty: 3058.519531
	Iteration 32Q: 3 clusters Score -1508543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1508547.750000 Penalty: 3058.519531
	Iteration 33Q: 3 clusters Score -1508548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1508550.250000 Penalty: 3058.519531
	Iteration 34Q: 3 clusters Score -1508550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1508551.875000 Penalty: 3058.519531
	Iteration 35Q: 3 clusters Score -1508552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1508555.625000 Penalty: 3058.519531
	Iteration 36Q: 3 clusters Score -1508556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1508557.250000 Penalty: 3058.519531
	Iteration 37Q: 3 clusters Score -1508557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1508558.750000 Penalty: 3058.519531
	Iteration 38Q: 3 clusters Score -1508559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1508560.250000 Penalty: 3058.519531
	Iteration 39Q: 3 clusters Score -1508560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1508560.000000 Penalty: 3058.519531
	Iteration 40F: 3 clusters Score -1508560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1508560.875000 Penalty: 3058.519531
	Iteration 41Q: 3 clusters Score -1508561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1508565.750000 Penalty: 3058.519531
	Iteration 42Q: 3 clusters Score -1508566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1508567.500000 Penalty: 3058.519531
	Iteration 43Q: 3 clusters Score -1508568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1508568.250000 Penalty: 3058.519531
	Iteration 44Q: 3 clusters Score -1508568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1508565.750000 Penalty: 3058.519531
	Iteration 45Q: 3 clusters Score -1508566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1508572.000000 Penalty: 3058.519531
	Iteration 46Q: 3 clusters Score -1508572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1508573.500000 Penalty: 3058.519531
	Iteration 47Q: 3 clusters Score -1508574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1508574.000000 Penalty: 3058.519531
	Iteration 48Q: 3 clusters Score -1508574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1508573.625000 Penalty: 3058.519531
	Iteration 49Q: 3 clusters Score -1508574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1508574.125000 Penalty: 3058.519531
	Iteration 50Q: 3 clusters Score -1508574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1508576.750000 Penalty: 3058.519531
	Iteration 51Q: 3 clusters Score -1508577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1508577.750000 Penalty: 3058.519531
	Iteration 52Q: 3 clusters Score -1508578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1508576.750000 Penalty: 3058.519531
	Iteration 53Q: 3 clusters Score -1508577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1508577.500000 Penalty: 3058.519531
	Iteration 54Q: 3 clusters Score -1508578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1508577.500000 Penalty: 3058.519531
	Iteration 55F: 3 clusters Score -1508578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Entering Unmasked Estep 
Score: -1758412.125000 Penalty: 1554.415649
	Iteration 0F: 2 clusters Score -1758412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1748527.250000 Penalty: 3108.831299
	Iteration 0F: 3 clusters Score -1748527 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1751839.125000 Penalty: 3108.831299
	Iteration 1F: 3 clusters Score -1751839 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1752072.250000 Penalty: 3108.831299
	Iteration 2F: 3 clusters Score -1752072 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1752263.125000 Penalty: 3108.831299
	Iteration 3Q: 3 clusters Score -1752263 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1752424.250000 Penalty: 3108.831299
	Iteration 4Q: 3 clusters Score -1752424 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1752582.125000 Penalty: 3108.831299
	Iteration 5Q: 3 clusters Score -1752582 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1752758.750000 Penalty: 3108.831299
	Iteration 6Q: 3 clusters Score -1752759 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1752995.625000 Penalty: 3108.831299
	Iteration 7Q: 3 clusters Score -1752996 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1753330.625000 Penalty: 3108.831299
	Iteration 8Q: 3 clusters Score -1753331 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1753812.500000 Penalty: 3108.831299
	Iteration 9F: 3 clusters Score -1753812 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1754413.500000 Penalty: 3108.831299
	Iteration 10F: 3 clusters Score -1754414 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1755148.875000 Penalty: 3108.831299
	Iteration 11F: 3 clusters Score -1755149 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1755843.250000 Penalty: 3108.831299
	Iteration 12F: 3 clusters Score -1755843 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1756339.000000 Penalty: 3108.831299
	Iteration 13Q: 3 clusters Score -1756339 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1756642.000000 Penalty: 3108.831299
	Iteration 14Q: 3 clusters Score -1756642 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1756820.125000 Penalty: 3108.831299
	Iteration 15Q: 3 clusters Score -1756820 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1756905.000000 Penalty: 3108.831299
	Iteration 16Q: 3 clusters Score -1756905 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1756973.000000 Penalty: 3108.831299
	Iteration 17Q: 3 clusters Score -1756973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1757011.250000 Penalty: 3108.831299
	Iteration 18Q: 3 clusters Score -1757011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1757040.375000 Penalty: 3108.831299
	Iteration 19Q: 3 clusters Score -1757040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1757047.750000 Penalty: 3108.831299
	Iteration 20F: 3 clusters Score -1757048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1757054.875000 Penalty: 3108.831299
	Iteration 21Q: 3 clusters Score -1757055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1757057.750000 Penalty: 3108.831299
	Iteration 22Q: 3 clusters Score -1757058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1757058.500000 Penalty: 3108.831299
	Iteration 23Q: 3 clusters Score -1757058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1757060.125000 Penalty: 3108.831299
	Iteration 24Q: 3 clusters Score -1757060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1757062.500000 Penalty: 3108.831299
	Iteration 25Q: 3 clusters Score -1757062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1757062.500000 Penalty: 3108.831299
	Iteration 26F: 3 clusters Score -1757062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Entering Unmasked Estep 
Score: -1852183.125000 Penalty: 1559.749023
	Iteration 0F: 2 clusters Score -1852183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1841868.125000 Penalty: 3119.498047
	Iteration 0F: 3 clusters Score -1841868 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1845458.250000 Penalty: 3119.498047
	Iteration 1F: 3 clusters Score -1845458 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1845974.125000 Penalty: 3119.498047
	Iteration 2F: 3 clusters Score -1845974 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1846633.000000 Penalty: 3119.498047
	Iteration 3F: 3 clusters Score -1846633 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1847439.250000 Penalty: 3119.498047
	Iteration 4F: 3 clusters Score -1847439 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1848186.750000 Penalty: 3119.498047
	Iteration 5F: 3 clusters Score -1848187 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1848721.125000 Penalty: 3119.498047
	Iteration 6F: 3 clusters Score -1848721 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1849051.500000 Penalty: 3119.498047
	Iteration 7Q: 3 clusters Score -1849052 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1849300.500000 Penalty: 3119.498047
	Iteration 8Q: 3 clusters Score -1849300 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1849492.000000 Penalty: 3119.498047
	Iteration 9Q: 3 clusters Score -1849492 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1849681.875000 Penalty: 3119.498047
	Iteration 10Q: 3 clusters Score -1849682 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1849849.625000 Penalty: 3119.498047
	Iteration 11Q: 3 clusters Score -1849850 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1850022.875000 Penalty: 3119.498047
	Iteration 12Q: 3 clusters Score -1850023 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1850194.125000 Penalty: 3119.498047
	Iteration 13Q: 3 clusters Score -1850194 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1850329.375000 Penalty: 3119.498047
	Iteration 14Q: 3 clusters Score -1850329 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1850421.625000 Penalty: 3119.498047
	Iteration 15Q: 3 clusters Score -1850422 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1850498.625000 Penalty: 3119.498047
	Iteration 16Q: 3 clusters Score -1850499 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1850565.500000 Penalty: 3119.498047
	Iteration 17Q: 3 clusters Score -1850566 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1850607.125000 Penalty: 3119.498047
	Iteration 18Q: 3 clusters Score -1850607 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1850645.375000 Penalty: 3119.498047
	Iteration 19Q: 3 clusters Score -1850645 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1850676.250000 Penalty: 3119.498047
	Iteration 20F: 3 clusters Score -1850676 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1850696.125000 Penalty: 3119.498047
	Iteration 21Q: 3 clusters Score -1850696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1850719.875000 Penalty: 3119.498047
	Iteration 22Q: 3 clusters Score -1850720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1850741.625000 Penalty: 3119.498047
	Iteration 23Q: 3 clusters Score -1850742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1850764.125000 Penalty: 3119.498047
	Iteration 24Q: 3 clusters Score -1850764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1850776.125000 Penalty: 3119.498047
	Iteration 25Q: 3 clusters Score -1850776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1850792.375000 Penalty: 3119.498047
	Iteration 26Q: 3 clusters Score -1850792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1850804.250000 Penalty: 3119.498047
	Iteration 27Q: 3 clusters Score -1850804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1850814.625000 Penalty: 3119.498047
	Iteration 28Q: 3 clusters Score -1850815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1850820.125000 Penalty: 3119.498047
	Iteration 29Q: 3 clusters Score -1850820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1850827.875000 Penalty: 3119.498047
	Iteration 30Q: 3 clusters Score -1850828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1850831.375000 Penalty: 3119.498047
	Iteration 31Q: 3 clusters Score -1850831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1850836.875000 Penalty: 3119.498047
	Iteration 32Q: 3 clusters Score -1850837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1850846.250000 Penalty: 3119.498047
	Iteration 33Q: 3 clusters Score -1850846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1850844.250000 Penalty: 3119.498047
	Iteration 34Q: 3 clusters Score -1850844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1850846.125000 Penalty: 3119.498047
	Iteration 35Q: 3 clusters Score -1850846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1850845.125000 Penalty: 3119.498047
	Iteration 36Q: 3 clusters Score -1850845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1850844.500000 Penalty: 3119.498047
	Iteration 37Q: 3 clusters Score -1850844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1850848.750000 Penalty: 3119.498047
	Iteration 38Q: 3 clusters Score -1850849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1850849.500000 Penalty: 3119.498047
	Iteration 39Q: 3 clusters Score -1850850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1850854.500000 Penalty: 3119.498047
	Iteration 40F: 3 clusters Score -1850854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1850857.125000 Penalty: 3119.498047
	Iteration 41Q: 3 clusters Score -1850857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1850856.625000 Penalty: 3119.498047
	Iteration 42Q: 3 clusters Score -1850857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1850860.500000 Penalty: 3119.498047
	Iteration 43Q: 3 clusters Score -1850860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1850859.875000 Penalty: 3119.498047
	Iteration 44Q: 3 clusters Score -1850860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1850860.125000 Penalty: 3119.498047
	Iteration 45Q: 3 clusters Score -1850860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1850862.875000 Penalty: 3119.498047
	Iteration 46Q: 3 clusters Score -1850863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1850865.125000 Penalty: 3119.498047
	Iteration 47Q: 3 clusters Score -1850865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1850865.250000 Penalty: 3119.498047
	Iteration 48Q: 3 clusters Score -1850865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1850863.375000 Penalty: 3119.498047
	Iteration 49Q: 3 clusters Score -1850863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1850863.375000 Penalty: 3119.498047
	Iteration 50F: 3 clusters Score -1850863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Entering Unmasked Estep 
Score: -562488.625000 Penalty: 1369.253296
	Iteration 0F: 2 clusters Score -562488.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -558829.500000 Penalty: 2738.506592
	Iteration 0F: 3 clusters Score -558829.5 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -559781.437500 Penalty: 2738.506592
	Iteration 1F: 3 clusters Score -559781.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -559937.562500 Penalty: 2738.506592
	Iteration 2F: 3 clusters Score -559937.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -560054.125000 Penalty: 2738.506592
	Iteration 3F: 3 clusters Score -560054.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -560138.500000 Penalty: 2738.506592
	Iteration 4Q: 3 clusters Score -560138.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -560203.062500 Penalty: 2738.506592
	Iteration 5Q: 3 clusters Score -560203.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -560262.187500 Penalty: 2738.506592
	Iteration 6Q: 3 clusters Score -560262.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -560329.500000 Penalty: 2738.506592
	Iteration 7Q: 3 clusters Score -560329.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -560389.437500 Penalty: 2738.506592
	Iteration 8Q: 3 clusters Score -560389.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -560458.062500 Penalty: 2738.506592
	Iteration 9Q: 3 clusters Score -560458.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -560535.062500 Penalty: 2738.506592
	Iteration 10Q: 3 clusters Score -560535.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -560605.875000 Penalty: 2738.506592
	Iteration 11Q: 3 clusters Score -560605.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -560688.500000 Penalty: 2738.506592
	Iteration 12Q: 3 clusters Score -560688.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -560772.312500 Penalty: 2738.506592
	Iteration 13Q: 3 clusters Score -560772.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -560837.062500 Penalty: 2738.506592
	Iteration 14Q: 3 clusters Score -560837.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -560903.125000 Penalty: 2738.506592
	Iteration 15Q: 3 clusters Score -560903.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -560968.562500 Penalty: 2738.506592
	Iteration 16Q: 3 clusters Score -560968.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -561023.062500 Penalty: 2738.506592
	Iteration 17Q: 3 clusters Score -561023.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -561072.250000 Penalty: 2738.506592
	Iteration 18Q: 3 clusters Score -561072.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -561123.125000 Penalty: 2738.506592
	Iteration 19Q: 3 clusters Score -561123.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -561189.375000 Penalty: 2738.506592
	Iteration 20F: 3 clusters Score -561189.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -561248.625000 Penalty: 2738.506592
	Iteration 21Q: 3 clusters Score -561248.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -561288.125000 Penalty: 2738.506592
	Iteration 22Q: 3 clusters Score -561288.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -561330.875000 Penalty: 2738.506592
	Iteration 23Q: 3 clusters Score -561330.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -561351.375000 Penalty: 2738.506592
	Iteration 24Q: 3 clusters Score -561351.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -561371.000000 Penalty: 2738.506592
	Iteration 25Q: 3 clusters Score -561371 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -561384.875000 Penalty: 2738.506592
	Iteration 26Q: 3 clusters Score -561384.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -561390.875000 Penalty: 2738.506592
	Iteration 27Q: 3 clusters Score -561390.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -561396.687500 Penalty: 2738.506592
	Iteration 28Q: 3 clusters Score -561396.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -561400.500000 Penalty: 2738.506592
	Iteration 29Q: 3 clusters Score -561400.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -561400.687500 Penalty: 2738.506592
	Iteration 30Q: 3 clusters Score -561400.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -561402.687500 Penalty: 2738.506592
	Iteration 31Q: 3 clusters Score -561402.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -561404.000000 Penalty: 2738.506592
	Iteration 32Q: 3 clusters Score -561404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -561405.437500 Penalty: 2738.506592
	Iteration 33Q: 3 clusters Score -561405.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -561407.687500 Penalty: 2738.506592
	Iteration 34Q: 3 clusters Score -561407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -561407.687500 Penalty: 2738.506592
	Iteration 35F: 3 clusters Score -561407.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Entering Unmasked Estep 
Score: -367837.750000 Penalty: 1299.893188
	Iteration 0F: 2 clusters Score -367837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -365133.625000 Penalty: 2599.786377
	Iteration 0F: 3 clusters Score -365133.6 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -365827.312500 Penalty: 2599.786377
	Iteration 1F: 3 clusters Score -365827.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -366007.500000 Penalty: 2599.786377
	Iteration 2F: 3 clusters Score -366007.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -366124.625000 Penalty: 2599.786377
	Iteration 3F: 3 clusters Score -366124.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -366201.125000 Penalty: 2599.786377
	Iteration 4Q: 3 clusters Score -366201.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -366258.250000 Penalty: 2599.786377
	Iteration 5Q: 3 clusters Score -366258.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -366304.875000 Penalty: 2599.786377
	Iteration 6Q: 3 clusters Score -366304.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -366341.062500 Penalty: 2599.786377
	Iteration 7Q: 3 clusters Score -366341.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -366370.937500 Penalty: 2599.786377
	Iteration 8Q: 3 clusters Score -366370.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -366392.812500 Penalty: 2599.786377
	Iteration 9Q: 3 clusters Score -366392.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -366408.718750 Penalty: 2599.786377
	Iteration 10Q: 3 clusters Score -366408.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -366423.843750 Penalty: 2599.786377
	Iteration 11Q: 3 clusters Score -366423.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -366437.718750 Penalty: 2599.786377
	Iteration 12Q: 3 clusters Score -366437.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -366452.625000 Penalty: 2599.786377
	Iteration 13Q: 3 clusters Score -366452.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -366467.375000 Penalty: 2599.786377
	Iteration 14Q: 3 clusters Score -366467.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -366477.625000 Penalty: 2599.786377
	Iteration 15Q: 3 clusters Score -366477.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -366494.687500 Penalty: 2599.786377
	Iteration 16Q: 3 clusters Score -366494.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -366515.843750 Penalty: 2599.786377
	Iteration 17Q: 3 clusters Score -366515.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -366535.281250 Penalty: 2599.786377
	Iteration 18Q: 3 clusters Score -366535.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -366545.843750 Penalty: 2599.786377
	Iteration 19Q: 3 clusters Score -366545.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -366554.468750 Penalty: 2599.786377
	Iteration 20F: 3 clusters Score -366554.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -366561.250000 Penalty: 2599.786377
	Iteration 21Q: 3 clusters Score -366561.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -366567.343750 Penalty: 2599.786377
	Iteration 22Q: 3 clusters Score -366567.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -366574.718750 Penalty: 2599.786377
	Iteration 23Q: 3 clusters Score -366574.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -366586.531250 Penalty: 2599.786377
	Iteration 24Q: 3 clusters Score -366586.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -366592.375000 Penalty: 2599.786377
	Iteration 25Q: 3 clusters Score -366592.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -366600.375000 Penalty: 2599.786377
	Iteration 26Q: 3 clusters Score -366600.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -366609.187500 Penalty: 2599.786377
	Iteration 27Q: 3 clusters Score -366609.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -366618.625000 Penalty: 2599.786377
	Iteration 28Q: 3 clusters Score -366618.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -366627.375000 Penalty: 2599.786377
	Iteration 29Q: 3 clusters Score -366627.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -366636.718750 Penalty: 2599.786377
	Iteration 30Q: 3 clusters Score -366636.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -366642.250000 Penalty: 2599.786377
	Iteration 31Q: 3 clusters Score -366642.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -366648.375000 Penalty: 2599.786377
	Iteration 32Q: 3 clusters Score -366648.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -366655.062500 Penalty: 2599.786377
	Iteration 33Q: 3 clusters Score -366655.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -366662.343750 Penalty: 2599.786377
	Iteration 34Q: 3 clusters Score -366662.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -366668.968750 Penalty: 2599.786377
	Iteration 35Q: 3 clusters Score -366669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -366672.000000 Penalty: 2599.786377
	Iteration 36Q: 3 clusters Score -366672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -366673.593750 Penalty: 2599.786377
	Iteration 37Q: 3 clusters Score -366673.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -366677.875000 Penalty: 2599.786377
	Iteration 38Q: 3 clusters Score -366677.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -366681.468750 Penalty: 2599.786377
	Iteration 39Q: 3 clusters Score -366681.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -366684.343750 Penalty: 2599.786377
	Iteration 40F: 3 clusters Score -366684.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -366685.968750 Penalty: 2599.786377
	Iteration 41Q: 3 clusters Score -366686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -366688.625000 Penalty: 2599.786377
	Iteration 42Q: 3 clusters Score -366688.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -366690.062500 Penalty: 2599.786377
	Iteration 43Q: 3 clusters Score -366690.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -366690.687500 Penalty: 2599.786377
	Iteration 44Q: 3 clusters Score -366690.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -366690.687500 Penalty: 2599.786377
	Iteration 45F: 3 clusters Score -366690.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Entering Unmasked Estep 
Score: -778162.437500 Penalty: 1427.749512
	Iteration 0F: 2 clusters Score -778162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -773341.250000 Penalty: 2855.499023
	Iteration 0F: 3 clusters Score -773341.2 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -776270.375000 Penalty: 2855.499023
	Iteration 1F: 3 clusters Score -776270.4 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -778257.812500 Penalty: 2855.499023
	Iteration 2F: 3 clusters Score -778257.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -779939.562500 Penalty: 2855.499023
	Iteration 3F: 3 clusters Score -779939.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -780669.562500 Penalty: 2855.499023
	Iteration 4F: 3 clusters Score -780669.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -780864.187500 Penalty: 2855.499023
	Iteration 5Q: 3 clusters Score -780864.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -780903.687500 Penalty: 2855.499023
	Iteration 6Q: 3 clusters Score -780903.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -780911.625000 Penalty: 2855.499023
	Iteration 7Q: 3 clusters Score -780911.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -780918.375000 Penalty: 2855.499023
	Iteration 8Q: 3 clusters Score -780918.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -780918.562500 Penalty: 2855.499023
	Iteration 9Q: 3 clusters Score -780918.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -780918.250000 Penalty: 2855.499023
	Iteration 10Q: 3 clusters Score -780918.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -780918.062500 Penalty: 2855.499023
	Iteration 11Q: 3 clusters Score -780918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -780918.062500 Penalty: 2855.499023
	Iteration 12F: 3 clusters Score -780918.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 71964 members 
Mstep: Class 3 contains 59221 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 2806 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 46377 members 
Mstep: Class 10 contains 33201 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 12220 members 
Mstep: Class 19 contains 14266 members 
Mstep: Class 20 contains 14742 members 
Mstep: Class 21 contains 4565 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 2263 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 4755 members 
Mstep: Class 28 contains 36464 members 
Mstep: Class 29 contains 4280 members 
Entering Unmasked Estep 
Score: -48237812.000000 Penalty: 60811.207031
Splitting cluster 23 changes total score from -48235808.000000 to -48237812.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 24 (4181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Entering Unmasked Estep 
Score: -506882.156250 Penalty: 1354.974609
	Iteration 0F: 2 clusters Score -506882.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -503490.437500 Penalty: 2709.949219
	Iteration 0F: 3 clusters Score -503490.4 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -504379.125000 Penalty: 2709.949219
	Iteration 1F: 3 clusters Score -504379.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -504561.312500 Penalty: 2709.949219
	Iteration 2F: 3 clusters Score -504561.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -504699.781250 Penalty: 2709.949219
	Iteration 3F: 3 clusters Score -504699.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -504807.843750 Penalty: 2709.949219
	Iteration 4Q: 3 clusters Score -504807.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -504885.062500 Penalty: 2709.949219
	Iteration 5Q: 3 clusters Score -504885.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -504953.968750 Penalty: 2709.949219
	Iteration 6Q: 3 clusters Score -504954 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -505019.000000 Penalty: 2709.949219
	Iteration 7Q: 3 clusters Score -505019 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -505081.500000 Penalty: 2709.949219
	Iteration 8Q: 3 clusters Score -505081.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -505160.750000 Penalty: 2709.949219
	Iteration 9Q: 3 clusters Score -505160.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -505253.531250 Penalty: 2709.949219
	Iteration 10Q: 3 clusters Score -505253.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -505361.468750 Penalty: 2709.949219
	Iteration 11Q: 3 clusters Score -505361.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -505465.531250 Penalty: 2709.949219
	Iteration 12Q: 3 clusters Score -505465.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -505542.312500 Penalty: 2709.949219
	Iteration 13Q: 3 clusters Score -505542.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -505596.437500 Penalty: 2709.949219
	Iteration 14Q: 3 clusters Score -505596.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -505627.250000 Penalty: 2709.949219
	Iteration 15Q: 3 clusters Score -505627.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -505655.343750 Penalty: 2709.949219
	Iteration 16Q: 3 clusters Score -505655.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -505676.437500 Penalty: 2709.949219
	Iteration 17Q: 3 clusters Score -505676.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -505696.281250 Penalty: 2709.949219
	Iteration 18Q: 3 clusters Score -505696.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -505710.593750 Penalty: 2709.949219
	Iteration 19Q: 3 clusters Score -505710.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -505718.187500 Penalty: 2709.949219
	Iteration 20F: 3 clusters Score -505718.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -505724.593750 Penalty: 2709.949219
	Iteration 21Q: 3 clusters Score -505724.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -505731.906250 Penalty: 2709.949219
	Iteration 22Q: 3 clusters Score -505731.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -505740.343750 Penalty: 2709.949219
	Iteration 23Q: 3 clusters Score -505740.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -505745.468750 Penalty: 2709.949219
	Iteration 24Q: 3 clusters Score -505745.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -505752.093750 Penalty: 2709.949219
	Iteration 25Q: 3 clusters Score -505752.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -505756.687500 Penalty: 2709.949219
	Iteration 26Q: 3 clusters Score -505756.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -505760.093750 Penalty: 2709.949219
	Iteration 27Q: 3 clusters Score -505760.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -505763.031250 Penalty: 2709.949219
	Iteration 28Q: 3 clusters Score -505763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -505764.843750 Penalty: 2709.949219
	Iteration 29Q: 3 clusters Score -505764.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -505766.500000 Penalty: 2709.949219
	Iteration 30Q: 3 clusters Score -505766.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -505766.656250 Penalty: 2709.949219
	Iteration 31Q: 3 clusters Score -505766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -505767.906250 Penalty: 2709.949219
	Iteration 32Q: 3 clusters Score -505767.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -505769.156250 Penalty: 2709.949219
	Iteration 33Q: 3 clusters Score -505769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -505769.343750 Penalty: 2709.949219
	Iteration 34Q: 3 clusters Score -505769.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -505770.343750 Penalty: 2709.949219
	Iteration 35Q: 3 clusters Score -505770.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -505769.968750 Penalty: 2709.949219
	Iteration 36Q: 3 clusters Score -505770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -505770.625000 Penalty: 2709.949219
	Iteration 37Q: 3 clusters Score -505770.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -505770.406250 Penalty: 2709.949219
	Iteration 38Q: 3 clusters Score -505770.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -505770.406250 Penalty: 2709.949219
	Iteration 39F: 3 clusters Score -505770.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Entering Unmasked Estep 
Score: -1430409.500000 Penalty: 1533.693359
	Iteration 0F: 2 clusters Score -1430410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1421590.375000 Penalty: 3067.386719
	Iteration 0F: 3 clusters Score -1421590 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1424795.250000 Penalty: 3067.386719
	Iteration 1F: 3 clusters Score -1424795 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1425191.750000 Penalty: 3067.386719
	Iteration 2F: 3 clusters Score -1425192 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1425631.375000 Penalty: 3067.386719
	Iteration 3F: 3 clusters Score -1425631 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1426096.125000 Penalty: 3067.386719
	Iteration 4F: 3 clusters Score -1426096 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1426518.625000 Penalty: 3067.386719
	Iteration 5F: 3 clusters Score -1426519 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1426903.000000 Penalty: 3067.386719
	Iteration 6F: 3 clusters Score -1426903 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1427230.125000 Penalty: 3067.386719
	Iteration 7Q: 3 clusters Score -1427230 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1427520.375000 Penalty: 3067.386719
	Iteration 8Q: 3 clusters Score -1427520 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1427821.500000 Penalty: 3067.386719
	Iteration 9Q: 3 clusters Score -1427822 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1428105.875000 Penalty: 3067.386719
	Iteration 10Q: 3 clusters Score -1428106 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1428292.875000 Penalty: 3067.386719
	Iteration 11Q: 3 clusters Score -1428293 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1428442.875000 Penalty: 3067.386719
	Iteration 12Q: 3 clusters Score -1428443 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1428575.000000 Penalty: 3067.386719
	Iteration 13Q: 3 clusters Score -1428575 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1428691.750000 Penalty: 3067.386719
	Iteration 14Q: 3 clusters Score -1428692 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1428777.250000 Penalty: 3067.386719
	Iteration 15Q: 3 clusters Score -1428777 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1428873.250000 Penalty: 3067.386719
	Iteration 16Q: 3 clusters Score -1428873 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1428976.625000 Penalty: 3067.386719
	Iteration 17Q: 3 clusters Score -1428977 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1429058.750000 Penalty: 3067.386719
	Iteration 18Q: 3 clusters Score -1429059 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1429133.500000 Penalty: 3067.386719
	Iteration 19Q: 3 clusters Score -1429134 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1429203.875000 Penalty: 3067.386719
	Iteration 20F: 3 clusters Score -1429204 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1429251.500000 Penalty: 3067.386719
	Iteration 21Q: 3 clusters Score -1429252 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1429291.250000 Penalty: 3067.386719
	Iteration 22Q: 3 clusters Score -1429291 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1429347.750000 Penalty: 3067.386719
	Iteration 23Q: 3 clusters Score -1429348 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1429389.875000 Penalty: 3067.386719
	Iteration 24Q: 3 clusters Score -1429390 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1429416.875000 Penalty: 3067.386719
	Iteration 25Q: 3 clusters Score -1429417 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1429436.250000 Penalty: 3067.386719
	Iteration 26Q: 3 clusters Score -1429436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1429450.625000 Penalty: 3067.386719
	Iteration 27Q: 3 clusters Score -1429451 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1429459.500000 Penalty: 3067.386719
	Iteration 28Q: 3 clusters Score -1429460 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1429474.125000 Penalty: 3067.386719
	Iteration 29Q: 3 clusters Score -1429474 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1429488.000000 Penalty: 3067.386719
	Iteration 30Q: 3 clusters Score -1429488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1429503.750000 Penalty: 3067.386719
	Iteration 31Q: 3 clusters Score -1429504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1429509.125000 Penalty: 3067.386719
	Iteration 32Q: 3 clusters Score -1429509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1429517.625000 Penalty: 3067.386719
	Iteration 33Q: 3 clusters Score -1429518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1429523.625000 Penalty: 3067.386719
	Iteration 34Q: 3 clusters Score -1429524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1429529.375000 Penalty: 3067.386719
	Iteration 35Q: 3 clusters Score -1429529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1429541.625000 Penalty: 3067.386719
	Iteration 36Q: 3 clusters Score -1429542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1429549.000000 Penalty: 3067.386719
	Iteration 37Q: 3 clusters Score -1429549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1429547.500000 Penalty: 3067.386719
	Iteration 38Q: 3 clusters Score -1429548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1429556.125000 Penalty: 3067.386719
	Iteration 39Q: 3 clusters Score -1429556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1429559.375000 Penalty: 3067.386719
	Iteration 40F: 3 clusters Score -1429559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1429568.875000 Penalty: 3067.386719
	Iteration 41Q: 3 clusters Score -1429569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1429570.875000 Penalty: 3067.386719
	Iteration 42Q: 3 clusters Score -1429571 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1429579.750000 Penalty: 3067.386719
	Iteration 43Q: 3 clusters Score -1429580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1429582.625000 Penalty: 3067.386719
	Iteration 44Q: 3 clusters Score -1429583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1429582.875000 Penalty: 3067.386719
	Iteration 45Q: 3 clusters Score -1429583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1429582.625000 Penalty: 3067.386719
	Iteration 46Q: 3 clusters Score -1429583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1429583.500000 Penalty: 3067.386719
	Iteration 47Q: 3 clusters Score -1429584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1429585.375000 Penalty: 3067.386719
	Iteration 48Q: 3 clusters Score -1429585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1429588.375000 Penalty: 3067.386719
	Iteration 49Q: 3 clusters Score -1429588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1429588.000000 Penalty: 3067.386719
	Iteration 50Q: 3 clusters Score -1429588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1429589.625000 Penalty: 3067.386719
	Iteration 51Q: 3 clusters Score -1429590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1429589.750000 Penalty: 3067.386719
	Iteration 52Q: 3 clusters Score -1429590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1429593.500000 Penalty: 3067.386719
	Iteration 53Q: 3 clusters Score -1429594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1429593.375000 Penalty: 3067.386719
	Iteration 54Q: 3 clusters Score -1429593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1429594.375000 Penalty: 3067.386719
	Iteration 55Q: 3 clusters Score -1429594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1429597.250000 Penalty: 3067.386719
	Iteration 56Q: 3 clusters Score -1429597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1429598.500000 Penalty: 3067.386719
	Iteration 57Q: 3 clusters Score -1429598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1429598.750000 Penalty: 3067.386719
	Iteration 58Q: 3 clusters Score -1429599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1429597.875000 Penalty: 3067.386719
	Iteration 59Q: 3 clusters Score -1429598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1429603.000000 Penalty: 3067.386719
	Iteration 60F: 3 clusters Score -1429603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1429600.375000 Penalty: 3067.386719
	Iteration 61Q: 3 clusters Score -1429600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1429603.500000 Penalty: 3067.386719
	Iteration 62Q: 3 clusters Score -1429604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1429607.625000 Penalty: 3067.386719
	Iteration 63Q: 3 clusters Score -1429608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1429602.000000 Penalty: 3067.386719
	Iteration 64Q: 3 clusters Score -1429602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1429605.625000 Penalty: 3067.386719
	Iteration 65Q: 3 clusters Score -1429606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1429603.375000 Penalty: 3067.386719
	Iteration 66Q: 3 clusters Score -1429603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1429601.875000 Penalty: 3067.386719
	Iteration 67Q: 3 clusters Score -1429602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1429604.750000 Penalty: 3067.386719
	Iteration 68Q: 3 clusters Score -1429605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1429605.375000 Penalty: 3067.386719
	Iteration 69Q: 3 clusters Score -1429605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1429606.500000 Penalty: 3067.386719
	Iteration 70Q: 3 clusters Score -1429606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1429606.500000 Penalty: 3067.386719
	Iteration 71Q: 3 clusters Score -1429606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1429607.000000 Penalty: 3067.386719
	Iteration 72Q: 3 clusters Score -1429607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1429607.500000 Penalty: 3067.386719
	Iteration 73Q: 3 clusters Score -1429608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1429606.250000 Penalty: 3067.386719
	Iteration 74Q: 3 clusters Score -1429606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1429607.000000 Penalty: 3067.386719
	Iteration 75Q: 3 clusters Score -1429607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1429607.000000 Penalty: 3067.386719
	Iteration 76Q: 3 clusters Score -1429607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1429605.750000 Penalty: 3067.386719
	Iteration 77Q: 3 clusters Score -1429606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1429605.750000 Penalty: 3067.386719
	Iteration 78F: 3 clusters Score -1429606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Entering Unmasked Estep 
Score: -1060603.125000 Penalty: 1475.185547
	Iteration 0F: 2 clusters Score -1060603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1054327.625000 Penalty: 2950.371094
	Iteration 0F: 3 clusters Score -1054328 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1056538.250000 Penalty: 2950.371094
	Iteration 1F: 3 clusters Score -1056538 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1057372.250000 Penalty: 2950.371094
	Iteration 2F: 3 clusters Score -1057372 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1058219.375000 Penalty: 2950.371094
	Iteration 3F: 3 clusters Score -1058219 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1058940.625000 Penalty: 2950.371094
	Iteration 4F: 3 clusters Score -1058941 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1059496.750000 Penalty: 2950.371094
	Iteration 5F: 3 clusters Score -1059497 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1059867.250000 Penalty: 2950.371094
	Iteration 6F: 3 clusters Score -1059867 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1060075.375000 Penalty: 2950.371094
	Iteration 7Q: 3 clusters Score -1060075 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1060177.250000 Penalty: 2950.371094
	Iteration 8Q: 3 clusters Score -1060177 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1060242.000000 Penalty: 2950.371094
	Iteration 9Q: 3 clusters Score -1060242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1060288.375000 Penalty: 2950.371094
	Iteration 10Q: 3 clusters Score -1060288 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1060335.875000 Penalty: 2950.371094
	Iteration 11Q: 3 clusters Score -1060336 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1060373.125000 Penalty: 2950.371094
	Iteration 12Q: 3 clusters Score -1060373 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1060401.250000 Penalty: 2950.371094
	Iteration 13Q: 3 clusters Score -1060401 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1060419.125000 Penalty: 2950.371094
	Iteration 14Q: 3 clusters Score -1060419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1060443.000000 Penalty: 2950.371094
	Iteration 15Q: 3 clusters Score -1060443 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1060464.250000 Penalty: 2950.371094
	Iteration 16Q: 3 clusters Score -1060464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1060476.500000 Penalty: 2950.371094
	Iteration 17Q: 3 clusters Score -1060476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1060485.875000 Penalty: 2950.371094
	Iteration 18Q: 3 clusters Score -1060486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1060496.000000 Penalty: 2950.371094
	Iteration 19Q: 3 clusters Score -1060496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1060503.375000 Penalty: 2950.371094
	Iteration 20F: 3 clusters Score -1060503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1060514.250000 Penalty: 2950.371094
	Iteration 21Q: 3 clusters Score -1060514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1060524.625000 Penalty: 2950.371094
	Iteration 22Q: 3 clusters Score -1060525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1060527.625000 Penalty: 2950.371094
	Iteration 23Q: 3 clusters Score -1060528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1060534.250000 Penalty: 2950.371094
	Iteration 24Q: 3 clusters Score -1060534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1060541.000000 Penalty: 2950.371094
	Iteration 25Q: 3 clusters Score -1060541 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1060543.875000 Penalty: 2950.371094
	Iteration 26Q: 3 clusters Score -1060544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1060545.000000 Penalty: 2950.371094
	Iteration 27Q: 3 clusters Score -1060545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1060546.625000 Penalty: 2950.371094
	Iteration 28Q: 3 clusters Score -1060547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1060547.000000 Penalty: 2950.371094
	Iteration 29Q: 3 clusters Score -1060547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1060548.500000 Penalty: 2950.371094
	Iteration 30Q: 3 clusters Score -1060548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1060546.875000 Penalty: 2950.371094
	Iteration 31Q: 3 clusters Score -1060547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1060547.875000 Penalty: 2950.371094
	Iteration 32Q: 3 clusters Score -1060548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1060547.125000 Penalty: 2950.371094
	Iteration 33Q: 3 clusters Score -1060547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1060547.125000 Penalty: 2950.371094
	Iteration 34Q: 3 clusters Score -1060547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1060547.125000 Penalty: 2950.371094
	Iteration 35F: 3 clusters Score -1060547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (4755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Entering Unmasked Estep 
Score: -583709.062500 Penalty: 1375.879761
	Iteration 0F: 2 clusters Score -583709.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -579844.625000 Penalty: 2751.759521
	Iteration 0F: 3 clusters Score -579844.6 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -581035.062500 Penalty: 2751.759521
	Iteration 1F: 3 clusters Score -581035.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -581486.562500 Penalty: 2751.759521
	Iteration 2F: 3 clusters Score -581486.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -581921.250000 Penalty: 2751.759521
	Iteration 3F: 3 clusters Score -581921.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -582377.125000 Penalty: 2751.759521
	Iteration 4F: 3 clusters Score -582377.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -582916.437500 Penalty: 2751.759521
	Iteration 5F: 3 clusters Score -582916.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -583457.875000 Penalty: 2751.759521
	Iteration 6F: 3 clusters Score -583457.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -583758.437500 Penalty: 2751.759521
	Iteration 7F: 3 clusters Score -583758.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -583934.437500 Penalty: 2751.759521
	Iteration 8Q: 3 clusters Score -583934.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -584074.937500 Penalty: 2751.759521
	Iteration 9Q: 3 clusters Score -584074.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -584181.687500 Penalty: 2751.759521
	Iteration 10Q: 3 clusters Score -584181.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -584262.687500 Penalty: 2751.759521
	Iteration 11Q: 3 clusters Score -584262.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -584332.500000 Penalty: 2751.759521
	Iteration 12Q: 3 clusters Score -584332.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -584397.437500 Penalty: 2751.759521
	Iteration 13Q: 3 clusters Score -584397.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -584439.062500 Penalty: 2751.759521
	Iteration 14Q: 3 clusters Score -584439.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -584481.562500 Penalty: 2751.759521
	Iteration 15Q: 3 clusters Score -584481.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -584493.812500 Penalty: 2751.759521
	Iteration 16Q: 3 clusters Score -584493.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -584500.687500 Penalty: 2751.759521
	Iteration 17Q: 3 clusters Score -584500.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -584505.125000 Penalty: 2751.759521
	Iteration 18Q: 3 clusters Score -584505.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -584508.062500 Penalty: 2751.759521
	Iteration 19Q: 3 clusters Score -584508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -584509.687500 Penalty: 2751.759521
	Iteration 20F: 3 clusters Score -584509.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -584512.812500 Penalty: 2751.759521
	Iteration 21Q: 3 clusters Score -584512.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -584513.500000 Penalty: 2751.759521
	Iteration 22Q: 3 clusters Score -584513.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -584513.750000 Penalty: 2751.759521
	Iteration 23Q: 3 clusters Score -584513.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -584514.625000 Penalty: 2751.759521
	Iteration 24Q: 3 clusters Score -584514.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -584514.625000 Penalty: 2751.759521
	Iteration 25F: 3 clusters Score -584514.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 71964 members 
Mstep: Class 3 contains 59221 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 2806 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 46377 members 
Mstep: Class 10 contains 33201 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 12220 members 
Mstep: Class 19 contains 14266 members 
Mstep: Class 20 contains 14742 members 
Mstep: Class 21 contains 4565 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 2263 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 2984 members 
Mstep: Class 28 contains 36464 members 
Mstep: Class 29 contains 4280 members 
Mstep: Class 30 contains 1771 members 
Entering Unmasked Estep 
Score: -48237992.000000 Penalty: 62908.144531
Splitting cluster 27 changes total score from -48235808.000000 to -48237992.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 28 (36464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Entering Unmasked Estep 
Score: -4514673.000000 Penalty: 1706.913086
	Iteration 0F: 2 clusters Score -4514673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4490295.500000 Penalty: 3413.826172
	Iteration 0F: 3 clusters Score -4490296 nChanged 16919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4499766.500000 Penalty: 3413.826172
	Iteration 1F: 3 clusters Score -4499766 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -4500241.000000 Penalty: 3413.826172
	Iteration 2Q: 3 clusters Score -4500241 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -4500872.500000 Penalty: 3413.826172
	Iteration 3Q: 3 clusters Score -4500872 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -4501850.000000 Penalty: 3413.826172
	Iteration 4Q: 3 clusters Score -4501850 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -4503495.500000 Penalty: 3413.826172
	Iteration 5F: 3 clusters Score -4503496 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -4505835.500000 Penalty: 3413.826172
	Iteration 6F: 3 clusters Score -4505836 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4508554.000000 Penalty: 3413.826172
	Iteration 7F: 3 clusters Score -4508554 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -4510833.000000 Penalty: 3413.826172
	Iteration 8F: 3 clusters Score -4510833 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -4512814.000000 Penalty: 3413.826172
	Iteration 9F: 3 clusters Score -4512814 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -4514461.500000 Penalty: 3413.826172
	Iteration 10Q: 3 clusters Score -4514462 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -4515398.500000 Penalty: 3413.826172
	Iteration 11Q: 3 clusters Score -4515398 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -4515788.000000 Penalty: 3413.826172
	Iteration 12Q: 3 clusters Score -4515788 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -4515939.500000 Penalty: 3413.826172
	Iteration 13Q: 3 clusters Score -4515940 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -4516008.000000 Penalty: 3413.826172
	Iteration 14Q: 3 clusters Score -4516008 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -4516049.500000 Penalty: 3413.826172
	Iteration 15Q: 3 clusters Score -4516050 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -4516045.000000 Penalty: 3413.826172
	Iteration 16Q: 3 clusters Score -4516045 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -4516071.500000 Penalty: 3413.826172
	Iteration 17Q: 3 clusters Score -4516072 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -4516081.000000 Penalty: 3413.826172
	Iteration 18Q: 3 clusters Score -4516081 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -4516091.000000 Penalty: 3413.826172
	Iteration 19Q: 3 clusters Score -4516091 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -4516098.500000 Penalty: 3413.826172
	Iteration 20F: 3 clusters Score -4516098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -4516108.500000 Penalty: 3413.826172
	Iteration 21Q: 3 clusters Score -4516108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -4516119.000000 Penalty: 3413.826172
	Iteration 22Q: 3 clusters Score -4516119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -4516113.500000 Penalty: 3413.826172
	Iteration 23Q: 3 clusters Score -4516114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -4516112.000000 Penalty: 3413.826172
	Iteration 24Q: 3 clusters Score -4516112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -4516122.000000 Penalty: 3413.826172
	Iteration 25Q: 3 clusters Score -4516122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -4516122.000000 Penalty: 3413.826172
	Iteration 26Q: 3 clusters Score -4516122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -4516122.000000 Penalty: 3413.826172
	Iteration 27Q: 3 clusters Score -4516122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -4516115.500000 Penalty: 3413.826172
	Iteration 28Q: 3 clusters Score -4516116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -4516117.000000 Penalty: 3413.826172
	Iteration 29Q: 3 clusters Score -4516117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -4516131.500000 Penalty: 3413.826172
	Iteration 30Q: 3 clusters Score -4516132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -4516128.000000 Penalty: 3413.826172
	Iteration 31Q: 3 clusters Score -4516128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -4516123.000000 Penalty: 3413.826172
	Iteration 32Q: 3 clusters Score -4516123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -4516125.000000 Penalty: 3413.826172
	Iteration 33Q: 3 clusters Score -4516125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4516127.500000 Penalty: 3413.826172
	Iteration 34Q: 3 clusters Score -4516128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -4516123.500000 Penalty: 3413.826172
	Iteration 35Q: 3 clusters Score -4516124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -4516125.000000 Penalty: 3413.826172
	Iteration 36Q: 3 clusters Score -4516125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -4516124.000000 Penalty: 3413.826172
	Iteration 37Q: 3 clusters Score -4516124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -4516122.500000 Penalty: 3413.826172
	Iteration 38Q: 3 clusters Score -4516122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4516121.000000 Penalty: 3413.826172
	Iteration 39Q: 3 clusters Score -4516121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4516121.000000 Penalty: 3413.826172
	Iteration 40F: 3 clusters Score -4516121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 71964 members 
Mstep: Class 3 contains 59221 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 2806 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 46377 members 
Mstep: Class 10 contains 33201 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 12220 members 
Mstep: Class 19 contains 14266 members 
Mstep: Class 20 contains 14742 members 
Mstep: Class 21 contains 4565 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 2263 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 2984 members 
Mstep: Class 28 contains 8207 members 
Mstep: Class 29 contains 4280 members 
Mstep: Class 30 contains 1771 members 
Mstep: Class 31 contains 28257 members 
Entering Unmasked Estep 
Score: -48238868.000000 Penalty: 65005.082031
Splitting cluster 28 changes total score from -48235808.000000 to -48238868.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 71964 members 
Mstep: Class 3 contains 59221 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 5390 members 
Mstep: Class 6 contains 10616 members 
Mstep: Class 7 contains 2806 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 46377 members 
Mstep: Class 10 contains 33201 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2937 members 
Mstep: Class 13 contains 5859 members 
Mstep: Class 14 contains 18011 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 12220 members 
Mstep: Class 19 contains 14266 members 
Mstep: Class 20 contains 14742 members 
Mstep: Class 21 contains 4565 members 
Mstep: Class 22 contains 2979 members 
Mstep: Class 23 contains 2263 members 
Mstep: Class 24 contains 4181 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 2984 members 
Mstep: Class 28 contains 8207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240840.000000 Penalty: 65005.082031
Iteration 79Q: 32 clusters Score -4.824084e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 71923 members 
Mstep: Class 3 contains 59659 members 
Mstep: Class 4 contains 6340 members 
Mstep: Class 5 contains 5426 members 
Mstep: Class 6 contains 10612 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 5937 members 
Mstep: Class 9 contains 46388 members 
Mstep: Class 10 contains 33243 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2960 members 
Mstep: Class 13 contains 5957 members 
Mstep: Class 14 contains 18026 members 
Mstep: Class 15 contains 2419 members 
Mstep: Class 16 contains 804 members 
Mstep: Class 17 contains 3557 members 
Mstep: Class 18 contains 12255 members 
Mstep: Class 19 contains 14335 members 
Mstep: Class 20 contains 14715 members 
Mstep: Class 21 contains 4545 members 
Mstep: Class 22 contains 2978 members 
Mstep: Class 23 contains 2362 members 
Mstep: Class 24 contains 4179 members 
Mstep: Class 25 contains 12705 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 3107 members 
Mstep: Class 28 contains 8321 members 
Mstep: Class 29 contains 4122 members 
Mstep: Class 30 contains 1569 members 
Mstep: Class 31 contains 27490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242520.000000 Penalty: 65005.082031
Iteration 80F: 32 clusters Score -4.824252e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 71904 members 
Mstep: Class 3 contains 59495 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 5439 members 
Mstep: Class 6 contains 10610 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 5911 members 
Mstep: Class 9 contains 46365 members 
Mstep: Class 10 contains 33264 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2860 members 
Mstep: Class 13 contains 5959 members 
Mstep: Class 14 contains 18031 members 
Mstep: Class 15 contains 2422 members 
Mstep: Class 16 contains 760 members 
Mstep: Class 17 contains 3475 members 
Mstep: Class 18 contains 12254 members 
Mstep: Class 19 contains 14241 members 
Mstep: Class 20 contains 14704 members 
Mstep: Class 21 contains 4522 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 2399 members 
Mstep: Class 24 contains 4176 members 
Mstep: Class 25 contains 12690 members 
Mstep: Class 26 contains 8762 members 
Mstep: Class 27 contains 3186 members 
Mstep: Class 28 contains 8324 members 
Mstep: Class 29 contains 4365 members 
Mstep: Class 30 contains 1581 members 
Mstep: Class 31 contains 27716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243172.000000 Penalty: 65005.082031
Iteration 81Q: 32 clusters Score -4.824317e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 71892 members 
Mstep: Class 3 contains 59361 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 5456 members 
Mstep: Class 6 contains 10607 members 
Mstep: Class 7 contains 2844 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 46360 members 
Mstep: Class 10 contains 33289 members 
Mstep: Class 11 contains 1941 members 
Mstep: Class 12 contains 2790 members 
Mstep: Class 13 contains 5967 members 
Mstep: Class 14 contains 18054 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 730 members 
Mstep: Class 17 contains 3414 members 
Mstep: Class 18 contains 12242 members 
Mstep: Class 19 contains 14181 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 21 contains 4499 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 2431 members 
Mstep: Class 24 contains 4176 members 
Mstep: Class 25 contains 12719 members 
Mstep: Class 26 contains 8762 members 
Mstep: Class 27 contains 3238 members 
Mstep: Class 28 contains 8353 members 
Mstep: Class 29 contains 4486 members 
Mstep: Class 30 contains 1584 members 
Mstep: Class 31 contains 27833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243568.000000 Penalty: 65005.082031
Iteration 82Q: 32 clusters Score -4.824357e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 71882 members 
Mstep: Class 3 contains 59266 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 5475 members 
Mstep: Class 6 contains 10604 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 46349 members 
Mstep: Class 10 contains 33307 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 2726 members 
Mstep: Class 13 contains 5982 members 
Mstep: Class 14 contains 18070 members 
Mstep: Class 15 contains 2429 members 
Mstep: Class 16 contains 704 members 
Mstep: Class 17 contains 3377 members 
Mstep: Class 18 contains 12240 members 
Mstep: Class 19 contains 14145 members 
Mstep: Class 20 contains 14676 members 
Mstep: Class 21 contains 4483 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 2450 members 
Mstep: Class 24 contains 4178 members 
Mstep: Class 25 contains 12763 members 
Mstep: Class 26 contains 8762 members 
Mstep: Class 27 contains 3267 members 
Mstep: Class 28 contains 8370 members 
Mstep: Class 29 contains 4579 members 
Mstep: Class 30 contains 1589 members 
Mstep: Class 31 contains 27907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243772.000000 Penalty: 65005.082031
Iteration 83Q: 32 clusters Score -4.824377e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 71880 members 
Mstep: Class 3 contains 59194 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5491 members 
Mstep: Class 6 contains 10597 members 
Mstep: Class 7 contains 2842 members 
Mstep: Class 8 contains 5890 members 
Mstep: Class 9 contains 46344 members 
Mstep: Class 10 contains 33319 members 
Mstep: Class 11 contains 1942 members 
Mstep: Class 12 contains 2671 members 
Mstep: Class 13 contains 5997 members 
Mstep: Class 14 contains 18085 members 
Mstep: Class 15 contains 2431 members 
Mstep: Class 16 contains 686 members 
Mstep: Class 17 contains 3351 members 
Mstep: Class 18 contains 12227 members 
Mstep: Class 19 contains 14132 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 4472 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 2459 members 
Mstep: Class 24 contains 4178 members 
Mstep: Class 25 contains 12796 members 
Mstep: Class 26 contains 8765 members 
Mstep: Class 27 contains 3297 members 
Mstep: Class 28 contains 8380 members 
Mstep: Class 29 contains 4661 members 
Mstep: Class 30 contains 1591 members 
Mstep: Class 31 contains 27955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243696.000000 Penalty: 65005.082031
Iteration 84Q: 32 clusters Score -4.82437e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 71874 members 
Mstep: Class 3 contains 59138 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5499 members 
Mstep: Class 6 contains 10589 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 5882 members 
Mstep: Class 9 contains 46328 members 
Mstep: Class 10 contains 33340 members 
Mstep: Class 11 contains 1943 members 
Mstep: Class 12 contains 2609 members 
Mstep: Class 13 contains 5999 members 
Mstep: Class 14 contains 18099 members 
Mstep: Class 15 contains 2430 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 3328 members 
Mstep: Class 18 contains 12228 members 
Mstep: Class 19 contains 14118 members 
Mstep: Class 20 contains 14659 members 
Mstep: Class 21 contains 4462 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 2470 members 
Mstep: Class 24 contains 4177 members 
Mstep: Class 25 contains 12827 members 
Mstep: Class 26 contains 8764 members 
Mstep: Class 27 contains 3316 members 
Mstep: Class 28 contains 8393 members 
Mstep: Class 29 contains 4735 members 
Mstep: Class 30 contains 1593 members 
Mstep: Class 31 contains 28000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243812.000000 Penalty: 65005.082031
Iteration 85Q: 32 clusters Score -4.824381e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 71871 members 
Mstep: Class 3 contains 59092 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5503 members 
Mstep: Class 6 contains 10583 members 
Mstep: Class 7 contains 2845 members 
Mstep: Class 8 contains 5874 members 
Mstep: Class 9 contains 46307 members 
Mstep: Class 10 contains 33355 members 
Mstep: Class 11 contains 1944 members 
Mstep: Class 12 contains 2550 members 
Mstep: Class 13 contains 6006 members 
Mstep: Class 14 contains 18110 members 
Mstep: Class 15 contains 2433 members 
Mstep: Class 16 contains 670 members 
Mstep: Class 17 contains 3323 members 
Mstep: Class 18 contains 12230 members 
Mstep: Class 19 contains 14107 members 
Mstep: Class 20 contains 14658 members 
Mstep: Class 21 contains 4457 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 2468 members 
Mstep: Class 24 contains 4179 members 
Mstep: Class 25 contains 12850 members 
Mstep: Class 26 contains 8765 members 
Mstep: Class 27 contains 3324 members 
Mstep: Class 28 contains 8408 members 
Mstep: Class 29 contains 4805 members 
Mstep: Class 30 contains 1592 members 
Mstep: Class 31 contains 28034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244012.000000 Penalty: 65005.082031
Iteration 86Q: 32 clusters Score -4.824401e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 71870 members 
Mstep: Class 3 contains 59046 members 
Mstep: Class 4 contains 6352 members 
Mstep: Class 5 contains 5507 members 
Mstep: Class 6 contains 10574 members 
Mstep: Class 7 contains 2847 members 
Mstep: Class 8 contains 5865 members 
Mstep: Class 9 contains 46292 members 
Mstep: Class 10 contains 33369 members 
Mstep: Class 11 contains 1946 members 
Mstep: Class 12 contains 2495 members 
Mstep: Class 13 contains 6011 members 
Mstep: Class 14 contains 18119 members 
Mstep: Class 15 contains 2438 members 
Mstep: Class 16 contains 663 members 
Mstep: Class 17 contains 3309 members 
Mstep: Class 18 contains 12233 members 
Mstep: Class 19 contains 14094 members 
Mstep: Class 20 contains 14659 members 
Mstep: Class 21 contains 4452 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 2471 members 
Mstep: Class 24 contains 4180 members 
Mstep: Class 25 contains 12882 members 
Mstep: Class 26 contains 8765 members 
Mstep: Class 27 contains 3332 members 
Mstep: Class 28 contains 8421 members 
Mstep: Class 29 contains 4857 members 
Mstep: Class 30 contains 1593 members 
Mstep: Class 31 contains 28057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244044.000000 Penalty: 65005.082031
Iteration 87Q: 32 clusters Score -4.824404e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 71871 members 
Mstep: Class 3 contains 59008 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5511 members 
Mstep: Class 6 contains 10569 members 
Mstep: Class 7 contains 2851 members 
Mstep: Class 8 contains 5862 members 
Mstep: Class 9 contains 46286 members 
Mstep: Class 10 contains 33379 members 
Mstep: Class 11 contains 1948 members 
Mstep: Class 12 contains 2444 members 
Mstep: Class 13 contains 6015 members 
Mstep: Class 14 contains 18128 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 661 members 
Mstep: Class 17 contains 3294 members 
Mstep: Class 18 contains 12231 members 
Mstep: Class 19 contains 14081 members 
Mstep: Class 20 contains 14659 members 
Mstep: Class 21 contains 4452 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 2472 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 12903 members 
Mstep: Class 26 contains 8765 members 
Mstep: Class 27 contains 3337 members 
Mstep: Class 28 contains 8420 members 
Mstep: Class 29 contains 4912 members 
Mstep: Class 30 contains 1593 members 
Mstep: Class 31 contains 28073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244056.000000 Penalty: 65005.082031
Iteration 88Q: 32 clusters Score -4.824406e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 71868 members 
Mstep: Class 3 contains 58991 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 5512 members 
Mstep: Class 6 contains 10563 members 
Mstep: Class 7 contains 2851 members 
Mstep: Class 8 contains 5862 members 
Mstep: Class 9 contains 46282 members 
Mstep: Class 10 contains 33392 members 
Mstep: Class 11 contains 1952 members 
Mstep: Class 12 contains 2400 members 
Mstep: Class 13 contains 6012 members 
Mstep: Class 14 contains 18134 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 3284 members 
Mstep: Class 18 contains 12227 members 
Mstep: Class 19 contains 14077 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2476 members 
Mstep: Class 24 contains 4184 members 
Mstep: Class 25 contains 12917 members 
Mstep: Class 26 contains 8767 members 
Mstep: Class 27 contains 3340 members 
Mstep: Class 28 contains 8426 members 
Mstep: Class 29 contains 4958 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244180.000000 Penalty: 65005.082031
Iteration 89Q: 32 clusters Score -4.824418e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 71866 members 
Mstep: Class 3 contains 58970 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5512 members 
Mstep: Class 6 contains 10561 members 
Mstep: Class 7 contains 2852 members 
Mstep: Class 8 contains 5862 members 
Mstep: Class 9 contains 46278 members 
Mstep: Class 10 contains 33397 members 
Mstep: Class 11 contains 1955 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 6013 members 
Mstep: Class 14 contains 18137 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 3273 members 
Mstep: Class 18 contains 12222 members 
Mstep: Class 19 contains 14075 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 4448 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2477 members 
Mstep: Class 24 contains 4185 members 
Mstep: Class 25 contains 12937 members 
Mstep: Class 26 contains 8769 members 
Mstep: Class 27 contains 3343 members 
Mstep: Class 28 contains 8432 members 
Mstep: Class 29 contains 5011 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244224.000000 Penalty: 65005.082031
Iteration 90Q: 32 clusters Score -4.824422e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 71867 members 
Mstep: Class 3 contains 58947 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 5512 members 
Mstep: Class 6 contains 10560 members 
Mstep: Class 7 contains 2855 members 
Mstep: Class 8 contains 5865 members 
Mstep: Class 9 contains 46281 members 
Mstep: Class 10 contains 33394 members 
Mstep: Class 11 contains 1957 members 
Mstep: Class 12 contains 2321 members 
Mstep: Class 13 contains 6013 members 
Mstep: Class 14 contains 18143 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 3264 members 
Mstep: Class 18 contains 12218 members 
Mstep: Class 19 contains 14063 members 
Mstep: Class 20 contains 14665 members 
Mstep: Class 21 contains 4449 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2473 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 12951 members 
Mstep: Class 26 contains 8770 members 
Mstep: Class 27 contains 3347 members 
Mstep: Class 28 contains 8436 members 
Mstep: Class 29 contains 5057 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244288.000000 Penalty: 65005.082031
Iteration 91Q: 32 clusters Score -4.824429e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 71868 members 
Mstep: Class 3 contains 58923 members 
Mstep: Class 4 contains 6352 members 
Mstep: Class 5 contains 5512 members 
Mstep: Class 6 contains 10559 members 
Mstep: Class 7 contains 2854 members 
Mstep: Class 8 contains 5863 members 
Mstep: Class 9 contains 46283 members 
Mstep: Class 10 contains 33401 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 2284 members 
Mstep: Class 13 contains 6016 members 
Mstep: Class 14 contains 18148 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 3260 members 
Mstep: Class 18 contains 12216 members 
Mstep: Class 19 contains 14054 members 
Mstep: Class 20 contains 14665 members 
Mstep: Class 21 contains 4445 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2472 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 12966 members 
Mstep: Class 26 contains 8770 members 
Mstep: Class 27 contains 3352 members 
Mstep: Class 28 contains 8433 members 
Mstep: Class 29 contains 5107 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244288.000000 Penalty: 65005.082031
Iteration 92Q: 32 clusters Score -4.824429e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 71866 members 
Mstep: Class 3 contains 58908 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 10559 members 
Mstep: Class 7 contains 2854 members 
Mstep: Class 8 contains 5865 members 
Mstep: Class 9 contains 46282 members 
Mstep: Class 10 contains 33407 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 2259 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 18152 members 
Mstep: Class 15 contains 2443 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 3258 members 
Mstep: Class 18 contains 12215 members 
Mstep: Class 19 contains 14046 members 
Mstep: Class 20 contains 14665 members 
Mstep: Class 21 contains 4443 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2473 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 12971 members 
Mstep: Class 26 contains 8770 members 
Mstep: Class 27 contains 3357 members 
Mstep: Class 28 contains 8432 members 
Mstep: Class 29 contains 5138 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244296.000000 Penalty: 65005.082031
Iteration 93Q: 32 clusters Score -4.82443e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 71862 members 
Mstep: Class 3 contains 58894 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 10558 members 
Mstep: Class 7 contains 2855 members 
Mstep: Class 8 contains 5861 members 
Mstep: Class 9 contains 46276 members 
Mstep: Class 10 contains 33413 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 2226 members 
Mstep: Class 13 contains 6023 members 
Mstep: Class 14 contains 18156 members 
Mstep: Class 15 contains 2444 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 3255 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 14042 members 
Mstep: Class 20 contains 14665 members 
Mstep: Class 21 contains 4442 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2472 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 12976 members 
Mstep: Class 26 contains 8770 members 
Mstep: Class 27 contains 3364 members 
Mstep: Class 28 contains 8431 members 
Mstep: Class 29 contains 5172 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244268.000000 Penalty: 65005.082031
Iteration 94Q: 32 clusters Score -4.824427e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 71862 members 
Mstep: Class 3 contains 58879 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 10556 members 
Mstep: Class 7 contains 2851 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46278 members 
Mstep: Class 10 contains 33415 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 13 contains 6029 members 
Mstep: Class 14 contains 18155 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 3250 members 
Mstep: Class 18 contains 12215 members 
Mstep: Class 19 contains 14038 members 
Mstep: Class 20 contains 14665 members 
Mstep: Class 21 contains 4440 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2469 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 12985 members 
Mstep: Class 26 contains 8770 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 8431 members 
Mstep: Class 29 contains 5198 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244280.000000 Penalty: 65005.082031
Iteration 95Q: 32 clusters Score -4.824428e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 71863 members 
Mstep: Class 3 contains 58870 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 5513 members 
Mstep: Class 6 contains 10555 members 
Mstep: Class 7 contains 2851 members 
Mstep: Class 8 contains 5859 members 
Mstep: Class 9 contains 46277 members 
Mstep: Class 10 contains 33418 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 2202 members 
Mstep: Class 13 contains 6031 members 
Mstep: Class 14 contains 18155 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 655 members 
Mstep: Class 17 contains 3248 members 
Mstep: Class 18 contains 12214 members 
Mstep: Class 19 contains 14036 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 4439 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2468 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 12988 members 
Mstep: Class 26 contains 8770 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 8431 members 
Mstep: Class 29 contains 5215 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244300.000000 Penalty: 65005.082031
Iteration 96Q: 32 clusters Score -4.82443e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 71863 members 
Mstep: Class 3 contains 58861 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10555 members 
Mstep: Class 7 contains 2851 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 46277 members 
Mstep: Class 10 contains 33423 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 6030 members 
Mstep: Class 14 contains 18156 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 3243 members 
Mstep: Class 18 contains 12213 members 
Mstep: Class 19 contains 14035 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2470 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 12997 members 
Mstep: Class 26 contains 8770 members 
Mstep: Class 27 contains 3369 members 
Mstep: Class 28 contains 8431 members 
Mstep: Class 29 contains 5222 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244300.000000 Penalty: 65005.082031
Iteration 97Q: 32 clusters Score -4.82443e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 71864 members 
Mstep: Class 3 contains 58857 members 
Mstep: Class 4 contains 6356 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10554 members 
Mstep: Class 7 contains 2852 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 46276 members 
Mstep: Class 10 contains 33428 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 2192 members 
Mstep: Class 13 contains 6030 members 
Mstep: Class 14 contains 18156 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 3240 members 
Mstep: Class 18 contains 12212 members 
Mstep: Class 19 contains 14034 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2472 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 12999 members 
Mstep: Class 26 contains 8770 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8432 members 
Mstep: Class 29 contains 5228 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244316.000000 Penalty: 65005.082031
Iteration 98Q: 32 clusters Score -4.824432e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 71866 members 
Mstep: Class 3 contains 58851 members 
Mstep: Class 4 contains 6355 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2851 members 
Mstep: Class 8 contains 5859 members 
Mstep: Class 9 contains 46273 members 
Mstep: Class 10 contains 33430 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 2188 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 18156 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 3239 members 
Mstep: Class 18 contains 12211 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2476 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13002 members 
Mstep: Class 26 contains 8770 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8432 members 
Mstep: Class 29 contains 5238 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244368.000000 Penalty: 65005.082031
Iteration 99Q: 32 clusters Score -4.824437e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 71868 members 
Mstep: Class 3 contains 58843 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2851 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 46273 members 
Mstep: Class 10 contains 33432 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 6024 members 
Mstep: Class 14 contains 18156 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 3238 members 
Mstep: Class 18 contains 12211 members 
Mstep: Class 19 contains 14033 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4437 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2480 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13005 members 
Mstep: Class 26 contains 8770 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8433 members 
Mstep: Class 29 contains 5242 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244380.000000 Penalty: 65005.082031
Iteration 100F: 32 clusters Score -4.824438e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 71870 members 
Mstep: Class 3 contains 58840 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2849 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 46269 members 
Mstep: Class 10 contains 33436 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 2171 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 18156 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 654 members 
Mstep: Class 17 contains 3237 members 
Mstep: Class 18 contains 12208 members 
Mstep: Class 19 contains 14027 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2483 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13010 members 
Mstep: Class 26 contains 8766 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8434 members 
Mstep: Class 29 contains 5261 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244420.000000 Penalty: 65005.082031
Iteration 101Q: 32 clusters Score -4.824442e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 71865 members 
Mstep: Class 3 contains 58840 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2850 members 
Mstep: Class 8 contains 5856 members 
Mstep: Class 9 contains 46268 members 
Mstep: Class 10 contains 33440 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2159 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 18156 members 
Mstep: Class 15 contains 2447 members 
Mstep: Class 16 contains 652 members 
Mstep: Class 17 contains 3236 members 
Mstep: Class 18 contains 12202 members 
Mstep: Class 19 contains 14024 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4436 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2492 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13017 members 
Mstep: Class 26 contains 8767 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8435 members 
Mstep: Class 29 contains 5274 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244456.000000 Penalty: 65005.082031
Iteration 102Q: 32 clusters Score -4.824446e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 71858 members 
Mstep: Class 3 contains 58837 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2851 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 46264 members 
Mstep: Class 10 contains 33445 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 6021 members 
Mstep: Class 14 contains 18156 members 
Mstep: Class 15 contains 2448 members 
Mstep: Class 16 contains 647 members 
Mstep: Class 17 contains 3238 members 
Mstep: Class 18 contains 12200 members 
Mstep: Class 19 contains 14020 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2499 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13021 members 
Mstep: Class 26 contains 8772 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8437 members 
Mstep: Class 29 contains 5291 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244380.000000 Penalty: 65005.082031
Iteration 103Q: 32 clusters Score -4.824438e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 71851 members 
Mstep: Class 3 contains 58832 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2853 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 46260 members 
Mstep: Class 10 contains 33449 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2144 members 
Mstep: Class 13 contains 6019 members 
Mstep: Class 14 contains 18155 members 
Mstep: Class 15 contains 2448 members 
Mstep: Class 16 contains 645 members 
Mstep: Class 17 contains 3235 members 
Mstep: Class 18 contains 12198 members 
Mstep: Class 19 contains 14017 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2503 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13025 members 
Mstep: Class 26 contains 8784 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 5302 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244396.000000 Penalty: 65005.082031
Iteration 104Q: 32 clusters Score -4.82444e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 71850 members 
Mstep: Class 3 contains 58821 members 
Mstep: Class 4 contains 6353 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2854 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 46257 members 
Mstep: Class 10 contains 33455 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2142 members 
Mstep: Class 13 contains 6021 members 
Mstep: Class 14 contains 18154 members 
Mstep: Class 15 contains 2448 members 
Mstep: Class 16 contains 644 members 
Mstep: Class 17 contains 3233 members 
Mstep: Class 18 contains 12198 members 
Mstep: Class 19 contains 14013 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4433 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2505 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13025 members 
Mstep: Class 26 contains 8791 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244424.000000 Penalty: 65005.082031
Iteration 105Q: 32 clusters Score -4.824442e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 71849 members 
Mstep: Class 3 contains 58820 members 
Mstep: Class 4 contains 6352 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 46249 members 
Mstep: Class 10 contains 33459 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2142 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 18154 members 
Mstep: Class 15 contains 2448 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 3228 members 
Mstep: Class 18 contains 12197 members 
Mstep: Class 19 contains 14010 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2505 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13035 members 
Mstep: Class 26 contains 8793 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8443 members 
Mstep: Class 29 contains 5313 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244424.000000 Penalty: 65005.082031
Iteration 106Q: 32 clusters Score -4.824442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 71851 members 
Mstep: Class 3 contains 58821 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2856 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 46242 members 
Mstep: Class 10 contains 33462 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2142 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 18154 members 
Mstep: Class 15 contains 2448 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2507 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13040 members 
Mstep: Class 26 contains 8794 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8444 members 
Mstep: Class 29 contains 5312 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244408.000000 Penalty: 65005.082031
Iteration 107Q: 32 clusters Score -4.824441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 71851 members 
Mstep: Class 3 contains 58821 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2857 members 
Mstep: Class 8 contains 5859 members 
Mstep: Class 9 contains 46241 members 
Mstep: Class 10 contains 33463 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2142 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 18154 members 
Mstep: Class 15 contains 2448 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2510 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13042 members 
Mstep: Class 26 contains 8794 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8443 members 
Mstep: Class 29 contains 5309 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244376.000000 Penalty: 65005.082031
Iteration 108Q: 32 clusters Score -4.824438e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 71851 members 
Mstep: Class 3 contains 58821 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2858 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46241 members 
Mstep: Class 10 contains 33465 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2141 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 18153 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12194 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2512 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13042 members 
Mstep: Class 26 contains 8794 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8441 members 
Mstep: Class 29 contains 5310 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244372.000000 Penalty: 65005.082031
Iteration 109Q: 32 clusters Score -4.824437e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 71852 members 
Mstep: Class 3 contains 58820 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2858 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46242 members 
Mstep: Class 10 contains 33464 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2139 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 18152 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12193 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2515 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13043 members 
Mstep: Class 26 contains 8794 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5311 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244368.000000 Penalty: 65005.082031
Iteration 110Q: 32 clusters Score -4.824437e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 71852 members 
Mstep: Class 3 contains 58819 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2858 members 
Mstep: Class 8 contains 5861 members 
Mstep: Class 9 contains 46240 members 
Mstep: Class 10 contains 33466 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2136 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 18152 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12193 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2517 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13042 members 
Mstep: Class 26 contains 8794 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5315 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244364.000000 Penalty: 65005.082031
Iteration 111Q: 32 clusters Score -4.824436e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 71853 members 
Mstep: Class 3 contains 58819 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2858 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46237 members 
Mstep: Class 10 contains 33469 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2135 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 18152 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12191 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2519 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13043 members 
Mstep: Class 26 contains 8794 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5316 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244372.000000 Penalty: 65005.082031
Iteration 112Q: 32 clusters Score -4.824437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 71853 members 
Mstep: Class 3 contains 58819 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2860 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46234 members 
Mstep: Class 10 contains 33471 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 18152 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2520 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13044 members 
Mstep: Class 26 contains 8794 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5314 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244372.000000 Penalty: 65005.082031
Iteration 113Q: 32 clusters Score -4.824437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 58818 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46233 members 
Mstep: Class 10 contains 33469 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 18152 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13044 members 
Mstep: Class 26 contains 8794 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5313 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244428.000000 Penalty: 65005.082031
Iteration 114Q: 32 clusters Score -4.824443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 71854 members 
Mstep: Class 3 contains 58816 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2861 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46234 members 
Mstep: Class 10 contains 33468 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 18153 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2523 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13044 members 
Mstep: Class 26 contains 8795 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5312 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244412.000000 Penalty: 65005.082031
Iteration 115Q: 32 clusters Score -4.824441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 71856 members 
Mstep: Class 3 contains 58814 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2863 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46233 members 
Mstep: Class 10 contains 33468 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2134 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 18154 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2526 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13044 members 
Mstep: Class 26 contains 8795 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5307 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244396.000000 Penalty: 65005.082031
Iteration 116Q: 32 clusters Score -4.82444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 71857 members 
Mstep: Class 3 contains 58810 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46233 members 
Mstep: Class 10 contains 33468 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2133 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 18155 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2532 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13046 members 
Mstep: Class 26 contains 8795 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5299 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244392.000000 Penalty: 65005.082031
Iteration 117Q: 32 clusters Score -4.824439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 71860 members 
Mstep: Class 3 contains 58807 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46230 members 
Mstep: Class 10 contains 33468 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2133 members 
Mstep: Class 13 contains 6017 members 
Mstep: Class 14 contains 18157 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13047 members 
Mstep: Class 26 contains 8795 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5294 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244384.000000 Penalty: 65005.082031
Iteration 118Q: 32 clusters Score -4.824438e+07 nChanged 19
Entering ConstructFrom: 
Score: -48244384.000000 Penalty: 65005.082031
Entering ConstructFrom: 
Trying to split cluster 1 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -239054.203125 Penalty: 1252.835449
	Iteration 0F: 2 clusters Score -239054.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -236887.812500 Penalty: 2505.670898
	Iteration 0F: 3 clusters Score -236887.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -237515.078125 Penalty: 2505.670898
	Iteration 1F: 3 clusters Score -237515.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -237761.734375 Penalty: 2505.670898
	Iteration 2F: 3 clusters Score -237761.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -237919.593750 Penalty: 2505.670898
	Iteration 3F: 3 clusters Score -237919.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -238025.187500 Penalty: 2505.670898
	Iteration 4F: 3 clusters Score -238025.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -238091.015625 Penalty: 2505.670898
	Iteration 5Q: 3 clusters Score -238091 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -238140.187500 Penalty: 2505.670898
	Iteration 6Q: 3 clusters Score -238140.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -238178.515625 Penalty: 2505.670898
	Iteration 7Q: 3 clusters Score -238178.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -238210.093750 Penalty: 2505.670898
	Iteration 8Q: 3 clusters Score -238210.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -238228.656250 Penalty: 2505.670898
	Iteration 9Q: 3 clusters Score -238228.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -238239.187500 Penalty: 2505.670898
	Iteration 10Q: 3 clusters Score -238239.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -238251.859375 Penalty: 2505.670898
	Iteration 11Q: 3 clusters Score -238251.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -238269.359375 Penalty: 2505.670898
	Iteration 12Q: 3 clusters Score -238269.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -238292.484375 Penalty: 2505.670898
	Iteration 13Q: 3 clusters Score -238292.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -238311.796875 Penalty: 2505.670898
	Iteration 14Q: 3 clusters Score -238311.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -238343.468750 Penalty: 2505.670898
	Iteration 15Q: 3 clusters Score -238343.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -238384.625000 Penalty: 2505.670898
	Iteration 16Q: 3 clusters Score -238384.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -238425.531250 Penalty: 2505.670898
	Iteration 17Q: 3 clusters Score -238425.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -238466.281250 Penalty: 2505.670898
	Iteration 18Q: 3 clusters Score -238466.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -238492.250000 Penalty: 2505.670898
	Iteration 19Q: 3 clusters Score -238492.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -238513.890625 Penalty: 2505.670898
	Iteration 20F: 3 clusters Score -238513.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -238531.671875 Penalty: 2505.670898
	Iteration 21Q: 3 clusters Score -238531.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -238538.828125 Penalty: 2505.670898
	Iteration 22Q: 3 clusters Score -238538.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -238543.625000 Penalty: 2505.670898
	Iteration 23Q: 3 clusters Score -238543.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -238547.031250 Penalty: 2505.670898
	Iteration 24Q: 3 clusters Score -238547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -238547.718750 Penalty: 2505.670898
	Iteration 25Q: 3 clusters Score -238547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -238548.031250 Penalty: 2505.670898
	Iteration 26Q: 3 clusters Score -238548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -238548.031250 Penalty: 2505.670898
	Iteration 27F: 3 clusters Score -238548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (71862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Entering Unmasked Estep 
Score: -8890752.000000 Penalty: 1817.156738
	Iteration 0F: 2 clusters Score -8890752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -8842877.000000 Penalty: 3634.313477
	Iteration 0F: 3 clusters Score -8842877 nChanged 34035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -8862303.000000 Penalty: 3634.313477
	Iteration 1F: 3 clusters Score -8862303 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -8862759.000000 Penalty: 3634.313477
	Iteration 2Q: 3 clusters Score -8862759 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -8863321.000000 Penalty: 3634.313477
	Iteration 3Q: 3 clusters Score -8863321 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -8864016.000000 Penalty: 3634.313477
	Iteration 4Q: 3 clusters Score -8864016 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -8864947.000000 Penalty: 3634.313477
	Iteration 5Q: 3 clusters Score -8864947 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -8866471.000000 Penalty: 3634.313477
	Iteration 6Q: 3 clusters Score -8866471 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -8868985.000000 Penalty: 3634.313477
	Iteration 7F: 3 clusters Score -8868985 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -8872973.000000 Penalty: 3634.313477
	Iteration 8F: 3 clusters Score -8872973 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59968 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -8878162.000000 Penalty: 3634.313477
	Iteration 9F: 3 clusters Score -8878162 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -8883246.000000 Penalty: 3634.313477
	Iteration 10F: 3 clusters Score -8883246 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68784 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -8886644.000000 Penalty: 3634.313477
	Iteration 11Q: 3 clusters Score -8886644 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8888184.000000 Penalty: 3634.313477
	Iteration 12Q: 3 clusters Score -8888184 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71244 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8888757.000000 Penalty: 3634.313477
	Iteration 13Q: 3 clusters Score -8888757 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71471 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8888984.000000 Penalty: 3634.313477
	Iteration 14Q: 3 clusters Score -8888984 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71565 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8889081.000000 Penalty: 3634.313477
	Iteration 15Q: 3 clusters Score -8889081 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8889159.000000 Penalty: 3634.313477
	Iteration 16Q: 3 clusters Score -8889159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8889193.000000 Penalty: 3634.313477
	Iteration 17Q: 3 clusters Score -8889193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71661 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8889227.000000 Penalty: 3634.313477
	Iteration 18Q: 3 clusters Score -8889227 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71669 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8889241.000000 Penalty: 3634.313477
	Iteration 19Q: 3 clusters Score -8889241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8889252.000000 Penalty: 3634.313477
	Iteration 20F: 3 clusters Score -8889252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71677 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8889258.000000 Penalty: 3634.313477
	Iteration 21Q: 3 clusters Score -8889258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8889261.000000 Penalty: 3634.313477
	Iteration 22Q: 3 clusters Score -8889261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8889268.000000 Penalty: 3634.313477
	Iteration 23Q: 3 clusters Score -8889268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71676 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -8889270.000000 Penalty: 3634.313477
	Iteration 24Q: 3 clusters Score -8889270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71674 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8889270.000000 Penalty: 3634.313477
	Iteration 25Q: 3 clusters Score -8889270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71673 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8889268.000000 Penalty: 3634.313477
	Iteration 26Q: 3 clusters Score -8889268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8889271.000000 Penalty: 3634.313477
	Iteration 27Q: 3 clusters Score -8889271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8889266.000000 Penalty: 3634.313477
	Iteration 28Q: 3 clusters Score -8889266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71671 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8889266.000000 Penalty: 3634.313477
	Iteration 29F: 3 clusters Score -8889266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58805 members 
Entering Unmasked Estep 
Score: -7256837.500000 Penalty: 1784.572144
	Iteration 0F: 2 clusters Score -7256838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29643 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -7218588.000000 Penalty: 3569.144287
	Iteration 0F: 3 clusters Score -7218588 nChanged 27671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -7234638.000000 Penalty: 3569.144287
	Iteration 1F: 3 clusters Score -7234638 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -7235908.000000 Penalty: 3569.144287
	Iteration 2Q: 3 clusters Score -7235908 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -7237595.000000 Penalty: 3569.144287
	Iteration 3F: 3 clusters Score -7237595 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -7239880.000000 Penalty: 3569.144287
	Iteration 4F: 3 clusters Score -7239880 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -7242843.000000 Penalty: 3569.144287
	Iteration 5F: 3 clusters Score -7242843 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -7246210.500000 Penalty: 3569.144287
	Iteration 6F: 3 clusters Score -7246210 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -7249413.000000 Penalty: 3569.144287
	Iteration 7F: 3 clusters Score -7249413 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53760 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -7252050.500000 Penalty: 3569.144287
	Iteration 8Q: 3 clusters Score -7252050 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55431 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -7253685.000000 Penalty: 3569.144287
	Iteration 9Q: 3 clusters Score -7253685 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -7254571.000000 Penalty: 3569.144287
	Iteration 10Q: 3 clusters Score -7254571 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56630 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7254985.500000 Penalty: 3569.144287
	Iteration 11Q: 3 clusters Score -7254986 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7255179.000000 Penalty: 3569.144287
	Iteration 12Q: 3 clusters Score -7255179 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57039 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -7255265.000000 Penalty: 3569.144287
	Iteration 13Q: 3 clusters Score -7255265 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57188 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -7255329.000000 Penalty: 3569.144287
	Iteration 14Q: 3 clusters Score -7255329 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -7255378.500000 Penalty: 3569.144287
	Iteration 15Q: 3 clusters Score -7255378 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57391 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7255421.000000 Penalty: 3569.144287
	Iteration 16Q: 3 clusters Score -7255421 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7255434.000000 Penalty: 3569.144287
	Iteration 17Q: 3 clusters Score -7255434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7255473.500000 Penalty: 3569.144287
	Iteration 18Q: 3 clusters Score -7255474 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7255488.500000 Penalty: 3569.144287
	Iteration 19Q: 3 clusters Score -7255488 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7255514.000000 Penalty: 3569.144287
	Iteration 20F: 3 clusters Score -7255514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57662 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7255533.500000 Penalty: 3569.144287
	Iteration 21Q: 3 clusters Score -7255534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7255545.500000 Penalty: 3569.144287
	Iteration 22Q: 3 clusters Score -7255546 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7255576.500000 Penalty: 3569.144287
	Iteration 23Q: 3 clusters Score -7255576 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7255580.000000 Penalty: 3569.144287
	Iteration 24Q: 3 clusters Score -7255580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57772 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7255583.500000 Penalty: 3569.144287
	Iteration 25Q: 3 clusters Score -7255584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57788 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7255588.000000 Penalty: 3569.144287
	Iteration 26Q: 3 clusters Score -7255588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57800 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7255591.500000 Penalty: 3569.144287
	Iteration 27Q: 3 clusters Score -7255592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57806 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7255583.000000 Penalty: 3569.144287
	Iteration 28Q: 3 clusters Score -7255583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57809 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7255586.000000 Penalty: 3569.144287
	Iteration 29Q: 3 clusters Score -7255586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57812 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7255590.500000 Penalty: 3569.144287
	Iteration 30Q: 3 clusters Score -7255590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7255596.000000 Penalty: 3569.144287
	Iteration 31Q: 3 clusters Score -7255596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57814 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7255596.000000 Penalty: 3569.144287
	Iteration 32F: 3 clusters Score -7255596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Entering Unmasked Estep 
Score: -789289.187500 Penalty: 1422.909790
	Iteration 0F: 2 clusters Score -789289.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -784480.187500 Penalty: 2845.819580
	Iteration 0F: 3 clusters Score -784480.2 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -786018.250000 Penalty: 2845.819580
	Iteration 1F: 3 clusters Score -786018.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -786329.000000 Penalty: 2845.819580
	Iteration 2F: 3 clusters Score -786329 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -786569.250000 Penalty: 2845.819580
	Iteration 3F: 3 clusters Score -786569.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -786763.250000 Penalty: 2845.819580
	Iteration 4Q: 3 clusters Score -786763.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -786927.750000 Penalty: 2845.819580
	Iteration 5Q: 3 clusters Score -786927.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -787081.000000 Penalty: 2845.819580
	Iteration 6Q: 3 clusters Score -787081 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -787187.375000 Penalty: 2845.819580
	Iteration 7Q: 3 clusters Score -787187.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -787295.062500 Penalty: 2845.819580
	Iteration 8Q: 3 clusters Score -787295.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -787423.437500 Penalty: 2845.819580
	Iteration 9Q: 3 clusters Score -787423.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -787546.500000 Penalty: 2845.819580
	Iteration 10Q: 3 clusters Score -787546.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -787667.125000 Penalty: 2845.819580
	Iteration 11Q: 3 clusters Score -787667.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -787773.312500 Penalty: 2845.819580
	Iteration 12Q: 3 clusters Score -787773.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -787848.687500 Penalty: 2845.819580
	Iteration 13Q: 3 clusters Score -787848.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -787900.250000 Penalty: 2845.819580
	Iteration 14Q: 3 clusters Score -787900.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -787938.750000 Penalty: 2845.819580
	Iteration 15Q: 3 clusters Score -787938.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -787967.375000 Penalty: 2845.819580
	Iteration 16Q: 3 clusters Score -787967.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -787988.312500 Penalty: 2845.819580
	Iteration 17Q: 3 clusters Score -787988.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -788007.750000 Penalty: 2845.819580
	Iteration 18Q: 3 clusters Score -788007.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -788029.750000 Penalty: 2845.819580
	Iteration 19Q: 3 clusters Score -788029.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -788048.187500 Penalty: 2845.819580
	Iteration 20F: 3 clusters Score -788048.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -788067.312500 Penalty: 2845.819580
	Iteration 21Q: 3 clusters Score -788067.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -788091.687500 Penalty: 2845.819580
	Iteration 22Q: 3 clusters Score -788091.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -788104.750000 Penalty: 2845.819580
	Iteration 23Q: 3 clusters Score -788104.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -788115.312500 Penalty: 2845.819580
	Iteration 24Q: 3 clusters Score -788115.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -788120.687500 Penalty: 2845.819580
	Iteration 25Q: 3 clusters Score -788120.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -788120.500000 Penalty: 2845.819580
	Iteration 26Q: 3 clusters Score -788120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -788120.187500 Penalty: 2845.819580
	Iteration 27Q: 3 clusters Score -788120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -788120.187500 Penalty: 2845.819580
	Iteration 28F: 3 clusters Score -788120.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -682029.062500 Penalty: 1399.944946
	Iteration 0F: 2 clusters Score -682029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -677733.187500 Penalty: 2799.889893
	Iteration 0F: 3 clusters Score -677733.2 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -678991.062500 Penalty: 2799.889893
	Iteration 1F: 3 clusters Score -678991.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -679205.125000 Penalty: 2799.889893
	Iteration 2F: 3 clusters Score -679205.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -679373.562500 Penalty: 2799.889893
	Iteration 3F: 3 clusters Score -679373.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -679506.250000 Penalty: 2799.889893
	Iteration 4Q: 3 clusters Score -679506.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -679600.937500 Penalty: 2799.889893
	Iteration 5Q: 3 clusters Score -679600.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -679702.375000 Penalty: 2799.889893
	Iteration 6Q: 3 clusters Score -679702.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -679782.625000 Penalty: 2799.889893
	Iteration 7Q: 3 clusters Score -679782.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -679853.625000 Penalty: 2799.889893
	Iteration 8Q: 3 clusters Score -679853.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -679919.875000 Penalty: 2799.889893
	Iteration 9Q: 3 clusters Score -679919.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -679972.625000 Penalty: 2799.889893
	Iteration 10Q: 3 clusters Score -679972.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -680014.125000 Penalty: 2799.889893
	Iteration 11Q: 3 clusters Score -680014.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -680051.875000 Penalty: 2799.889893
	Iteration 12Q: 3 clusters Score -680051.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -680082.875000 Penalty: 2799.889893
	Iteration 13Q: 3 clusters Score -680082.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -680111.375000 Penalty: 2799.889893
	Iteration 14Q: 3 clusters Score -680111.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -680130.250000 Penalty: 2799.889893
	Iteration 15Q: 3 clusters Score -680130.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -680149.312500 Penalty: 2799.889893
	Iteration 16Q: 3 clusters Score -680149.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -680165.312500 Penalty: 2799.889893
	Iteration 17Q: 3 clusters Score -680165.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -680176.062500 Penalty: 2799.889893
	Iteration 18Q: 3 clusters Score -680176.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -680184.875000 Penalty: 2799.889893
	Iteration 19Q: 3 clusters Score -680184.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -680191.250000 Penalty: 2799.889893
	Iteration 20F: 3 clusters Score -680191.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -680193.812500 Penalty: 2799.889893
	Iteration 21Q: 3 clusters Score -680193.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -680199.812500 Penalty: 2799.889893
	Iteration 22Q: 3 clusters Score -680199.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -680201.875000 Penalty: 2799.889893
	Iteration 23Q: 3 clusters Score -680201.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -680205.875000 Penalty: 2799.889893
	Iteration 24Q: 3 clusters Score -680205.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -680207.250000 Penalty: 2799.889893
	Iteration 25Q: 3 clusters Score -680207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -680209.687500 Penalty: 2799.889893
	Iteration 26Q: 3 clusters Score -680209.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -680213.625000 Penalty: 2799.889893
	Iteration 27Q: 3 clusters Score -680213.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -680219.000000 Penalty: 2799.889893
	Iteration 28Q: 3 clusters Score -680219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -680221.562500 Penalty: 2799.889893
	Iteration 29Q: 3 clusters Score -680221.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -680228.812500 Penalty: 2799.889893
	Iteration 30Q: 3 clusters Score -680228.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -680233.812500 Penalty: 2799.889893
	Iteration 31Q: 3 clusters Score -680233.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -680240.812500 Penalty: 2799.889893
	Iteration 32Q: 3 clusters Score -680240.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -680246.250000 Penalty: 2799.889893
	Iteration 33Q: 3 clusters Score -680246.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -680251.750000 Penalty: 2799.889893
	Iteration 34Q: 3 clusters Score -680251.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -680258.875000 Penalty: 2799.889893
	Iteration 35Q: 3 clusters Score -680258.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -680263.625000 Penalty: 2799.889893
	Iteration 36Q: 3 clusters Score -680263.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -680269.437500 Penalty: 2799.889893
	Iteration 37Q: 3 clusters Score -680269.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -680275.500000 Penalty: 2799.889893
	Iteration 38Q: 3 clusters Score -680275.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -680278.375000 Penalty: 2799.889893
	Iteration 39Q: 3 clusters Score -680278.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -680283.687500 Penalty: 2799.889893
	Iteration 40F: 3 clusters Score -680283.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -680283.875000 Penalty: 2799.889893
	Iteration 41Q: 3 clusters Score -680283.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -680286.062500 Penalty: 2799.889893
	Iteration 42Q: 3 clusters Score -680286.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -680289.625000 Penalty: 2799.889893
	Iteration 43Q: 3 clusters Score -680289.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -680288.750000 Penalty: 2799.889893
	Iteration 44Q: 3 clusters Score -680288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -680293.250000 Penalty: 2799.889893
	Iteration 45Q: 3 clusters Score -680293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -680294.625000 Penalty: 2799.889893
	Iteration 46Q: 3 clusters Score -680294.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -680296.500000 Penalty: 2799.889893
	Iteration 47Q: 3 clusters Score -680296.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -680297.812500 Penalty: 2799.889893
	Iteration 48Q: 3 clusters Score -680297.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -680301.062500 Penalty: 2799.889893
	Iteration 49Q: 3 clusters Score -680301.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -680304.625000 Penalty: 2799.889893
	Iteration 50Q: 3 clusters Score -680304.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -680307.375000 Penalty: 2799.889893
	Iteration 51Q: 3 clusters Score -680307.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -680315.062500 Penalty: 2799.889893
	Iteration 52Q: 3 clusters Score -680315.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -680318.875000 Penalty: 2799.889893
	Iteration 53Q: 3 clusters Score -680318.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -680321.625000 Penalty: 2799.889893
	Iteration 54Q: 3 clusters Score -680321.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -680328.562500 Penalty: 2799.889893
	Iteration 55Q: 3 clusters Score -680328.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -680335.125000 Penalty: 2799.889893
	Iteration 56Q: 3 clusters Score -680335.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -680342.250000 Penalty: 2799.889893
	Iteration 57Q: 3 clusters Score -680342.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -680351.625000 Penalty: 2799.889893
	Iteration 58Q: 3 clusters Score -680351.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -680362.500000 Penalty: 2799.889893
	Iteration 59Q: 3 clusters Score -680362.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -680375.062500 Penalty: 2799.889893
	Iteration 60F: 3 clusters Score -680375.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -680388.250000 Penalty: 2799.889893
	Iteration 61Q: 3 clusters Score -680388.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -680402.000000 Penalty: 2799.889893
	Iteration 62Q: 3 clusters Score -680402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -680414.250000 Penalty: 2799.889893
	Iteration 63Q: 3 clusters Score -680414.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -680425.187500 Penalty: 2799.889893
	Iteration 64Q: 3 clusters Score -680425.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -680441.937500 Penalty: 2799.889893
	Iteration 65Q: 3 clusters Score -680441.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -680458.062500 Penalty: 2799.889893
	Iteration 66Q: 3 clusters Score -680458.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -680483.625000 Penalty: 2799.889893
	Iteration 67Q: 3 clusters Score -680483.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -680509.250000 Penalty: 2799.889893
	Iteration 68Q: 3 clusters Score -680509.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -680536.875000 Penalty: 2799.889893
	Iteration 69Q: 3 clusters Score -680536.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -680562.875000 Penalty: 2799.889893
	Iteration 70Q: 3 clusters Score -680562.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -680582.812500 Penalty: 2799.889893
	Iteration 71Q: 3 clusters Score -680582.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -680603.062500 Penalty: 2799.889893
	Iteration 72Q: 3 clusters Score -680603.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -680623.562500 Penalty: 2799.889893
	Iteration 73Q: 3 clusters Score -680623.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -680643.750000 Penalty: 2799.889893
	Iteration 74Q: 3 clusters Score -680643.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -680656.937500 Penalty: 2799.889893
	Iteration 75Q: 3 clusters Score -680656.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -680665.937500 Penalty: 2799.889893
	Iteration 76Q: 3 clusters Score -680665.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -680677.562500 Penalty: 2799.889893
	Iteration 77Q: 3 clusters Score -680677.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -680685.000000 Penalty: 2799.889893
	Iteration 78Q: 3 clusters Score -680685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -680690.250000 Penalty: 2799.889893
	Iteration 79Q: 3 clusters Score -680690.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -680698.687500 Penalty: 2799.889893
	Iteration 80F: 3 clusters Score -680698.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -680701.812500 Penalty: 2799.889893
	Iteration 81Q: 3 clusters Score -680701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -680704.250000 Penalty: 2799.889893
	Iteration 82Q: 3 clusters Score -680704.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -680712.312500 Penalty: 2799.889893
	Iteration 83Q: 3 clusters Score -680712.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -680717.000000 Penalty: 2799.889893
	Iteration 84Q: 3 clusters Score -680717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -680722.187500 Penalty: 2799.889893
	Iteration 85Q: 3 clusters Score -680722.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -680726.000000 Penalty: 2799.889893
	Iteration 86Q: 3 clusters Score -680726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -680728.937500 Penalty: 2799.889893
	Iteration 87Q: 3 clusters Score -680728.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -680734.312500 Penalty: 2799.889893
	Iteration 88Q: 3 clusters Score -680734.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -680742.250000 Penalty: 2799.889893
	Iteration 89Q: 3 clusters Score -680742.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -680745.937500 Penalty: 2799.889893
	Iteration 90Q: 3 clusters Score -680745.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -680750.062500 Penalty: 2799.889893
	Iteration 91Q: 3 clusters Score -680750.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -680756.750000 Penalty: 2799.889893
	Iteration 92Q: 3 clusters Score -680756.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -680764.562500 Penalty: 2799.889893
	Iteration 93Q: 3 clusters Score -680764.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -680765.437500 Penalty: 2799.889893
	Iteration 94Q: 3 clusters Score -680765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -680765.812500 Penalty: 2799.889893
	Iteration 95Q: 3 clusters Score -680765.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -680765.812500 Penalty: 2799.889893
	Iteration 96F: 3 clusters Score -680765.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Entering Unmasked Estep 
Score: -1314374.500000 Penalty: 1505.427002
	Iteration 0F: 2 clusters Score -1314374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1306865.000000 Penalty: 3010.854004
	Iteration 0F: 3 clusters Score -1306865 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1309186.375000 Penalty: 3010.854004
	Iteration 1F: 3 clusters Score -1309186 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1309390.875000 Penalty: 3010.854004
	Iteration 2F: 3 clusters Score -1309391 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1309547.625000 Penalty: 3010.854004
	Iteration 3Q: 3 clusters Score -1309548 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1309655.750000 Penalty: 3010.854004
	Iteration 4Q: 3 clusters Score -1309656 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1309766.125000 Penalty: 3010.854004
	Iteration 5Q: 3 clusters Score -1309766 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1309888.375000 Penalty: 3010.854004
	Iteration 6Q: 3 clusters Score -1309888 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1310037.875000 Penalty: 3010.854004
	Iteration 7Q: 3 clusters Score -1310038 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1310220.250000 Penalty: 3010.854004
	Iteration 8Q: 3 clusters Score -1310220 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1310422.875000 Penalty: 3010.854004
	Iteration 9Q: 3 clusters Score -1310423 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1310675.125000 Penalty: 3010.854004
	Iteration 10Q: 3 clusters Score -1310675 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1310998.125000 Penalty: 3010.854004
	Iteration 11Q: 3 clusters Score -1310998 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1311336.375000 Penalty: 3010.854004
	Iteration 12Q: 3 clusters Score -1311336 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1311640.500000 Penalty: 3010.854004
	Iteration 13Q: 3 clusters Score -1311640 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1311941.875000 Penalty: 3010.854004
	Iteration 14Q: 3 clusters Score -1311942 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1312190.625000 Penalty: 3010.854004
	Iteration 15Q: 3 clusters Score -1312191 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1312386.500000 Penalty: 3010.854004
	Iteration 16Q: 3 clusters Score -1312386 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1312590.375000 Penalty: 3010.854004
	Iteration 17Q: 3 clusters Score -1312590 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1312779.500000 Penalty: 3010.854004
	Iteration 18Q: 3 clusters Score -1312780 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1312943.125000 Penalty: 3010.854004
	Iteration 19Q: 3 clusters Score -1312943 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1313050.625000 Penalty: 3010.854004
	Iteration 20F: 3 clusters Score -1313051 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1313130.750000 Penalty: 3010.854004
	Iteration 21Q: 3 clusters Score -1313131 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1313170.375000 Penalty: 3010.854004
	Iteration 22Q: 3 clusters Score -1313170 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1313203.625000 Penalty: 3010.854004
	Iteration 23Q: 3 clusters Score -1313204 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1313224.875000 Penalty: 3010.854004
	Iteration 24Q: 3 clusters Score -1313225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1313239.000000 Penalty: 3010.854004
	Iteration 25Q: 3 clusters Score -1313239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1313246.250000 Penalty: 3010.854004
	Iteration 26Q: 3 clusters Score -1313246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1313248.750000 Penalty: 3010.854004
	Iteration 27Q: 3 clusters Score -1313249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1313249.875000 Penalty: 3010.854004
	Iteration 28Q: 3 clusters Score -1313250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1313250.500000 Penalty: 3010.854004
	Iteration 29Q: 3 clusters Score -1313250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1313253.875000 Penalty: 3010.854004
	Iteration 30Q: 3 clusters Score -1313254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1313255.875000 Penalty: 3010.854004
	Iteration 31Q: 3 clusters Score -1313256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1313257.000000 Penalty: 3010.854004
	Iteration 32Q: 3 clusters Score -1313257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1313259.125000 Penalty: 3010.854004
	Iteration 33Q: 3 clusters Score -1313259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1313259.375000 Penalty: 3010.854004
	Iteration 34Q: 3 clusters Score -1313259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1313259.375000 Penalty: 3010.854004
	Iteration 35Q: 3 clusters Score -1313259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1313260.875000 Penalty: 3010.854004
	Iteration 36Q: 3 clusters Score -1313261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1313261.750000 Penalty: 3010.854004
	Iteration 37Q: 3 clusters Score -1313262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1313261.875000 Penalty: 3010.854004
	Iteration 38Q: 3 clusters Score -1313262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1313261.875000 Penalty: 3010.854004
	Iteration 39F: 3 clusters Score -1313262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Entering Unmasked Estep 
Score: -343319.281250 Penalty: 1293.666016
	Iteration 0F: 2 clusters Score -343319.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -340669.250000 Penalty: 2587.332031
	Iteration 0F: 3 clusters Score -340669.2 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -341325.500000 Penalty: 2587.332031
	Iteration 1F: 3 clusters Score -341325.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -341505.531250 Penalty: 2587.332031
	Iteration 2F: 3 clusters Score -341505.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -341619.125000 Penalty: 2587.332031
	Iteration 3F: 3 clusters Score -341619.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -341713.312500 Penalty: 2587.332031
	Iteration 4Q: 3 clusters Score -341713.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -341791.093750 Penalty: 2587.332031
	Iteration 5Q: 3 clusters Score -341791.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -341853.843750 Penalty: 2587.332031
	Iteration 6Q: 3 clusters Score -341853.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -341903.750000 Penalty: 2587.332031
	Iteration 7Q: 3 clusters Score -341903.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -341939.531250 Penalty: 2587.332031
	Iteration 8Q: 3 clusters Score -341939.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -341980.406250 Penalty: 2587.332031
	Iteration 9Q: 3 clusters Score -341980.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -342015.906250 Penalty: 2587.332031
	Iteration 10Q: 3 clusters Score -342015.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -342050.937500 Penalty: 2587.332031
	Iteration 11Q: 3 clusters Score -342050.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -342083.718750 Penalty: 2587.332031
	Iteration 12Q: 3 clusters Score -342083.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -342129.656250 Penalty: 2587.332031
	Iteration 13Q: 3 clusters Score -342129.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -342192.187500 Penalty: 2587.332031
	Iteration 14Q: 3 clusters Score -342192.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -342273.406250 Penalty: 2587.332031
	Iteration 15Q: 3 clusters Score -342273.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -342338.750000 Penalty: 2587.332031
	Iteration 16Q: 3 clusters Score -342338.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -342400.718750 Penalty: 2587.332031
	Iteration 17Q: 3 clusters Score -342400.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -342441.312500 Penalty: 2587.332031
	Iteration 18Q: 3 clusters Score -342441.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -342480.687500 Penalty: 2587.332031
	Iteration 19Q: 3 clusters Score -342480.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -342512.812500 Penalty: 2587.332031
	Iteration 20F: 3 clusters Score -342512.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -342544.718750 Penalty: 2587.332031
	Iteration 21Q: 3 clusters Score -342544.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -342580.250000 Penalty: 2587.332031
	Iteration 22Q: 3 clusters Score -342580.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -342639.343750 Penalty: 2587.332031
	Iteration 23Q: 3 clusters Score -342639.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -342749.093750 Penalty: 2587.332031
	Iteration 24Q: 3 clusters Score -342749.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -342881.750000 Penalty: 2587.332031
	Iteration 25Q: 3 clusters Score -342881.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -343042.125000 Penalty: 2587.332031
	Iteration 26Q: 3 clusters Score -343042.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -343160.343750 Penalty: 2587.332031
	Iteration 27Q: 3 clusters Score -343160.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -343217.906250 Penalty: 2587.332031
	Iteration 28Q: 3 clusters Score -343217.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -343248.812500 Penalty: 2587.332031
	Iteration 29Q: 3 clusters Score -343248.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -343265.312500 Penalty: 2587.332031
	Iteration 30Q: 3 clusters Score -343265.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -343280.593750 Penalty: 2587.332031
	Iteration 31Q: 3 clusters Score -343280.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -343296.593750 Penalty: 2587.332031
	Iteration 32Q: 3 clusters Score -343296.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -343307.593750 Penalty: 2587.332031
	Iteration 33Q: 3 clusters Score -343307.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -343313.406250 Penalty: 2587.332031
	Iteration 34Q: 3 clusters Score -343313.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -343315.593750 Penalty: 2587.332031
	Iteration 35Q: 3 clusters Score -343315.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -343316.437500 Penalty: 2587.332031
	Iteration 36Q: 3 clusters Score -343316.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -343321.250000 Penalty: 2587.332031
	Iteration 37F: 3 clusters Score -343321.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -343322.656250 Penalty: 2587.332031
	Iteration 38Q: 3 clusters Score -343322.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -343323.875000 Penalty: 2587.332031
	Iteration 39Q: 3 clusters Score -343323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -343324.125000 Penalty: 2587.332031
	Iteration 40F: 3 clusters Score -343324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -343325.531250 Penalty: 2587.332031
	Iteration 41Q: 3 clusters Score -343325.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -343326.093750 Penalty: 2587.332031
	Iteration 42Q: 3 clusters Score -343326.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -343327.375000 Penalty: 2587.332031
	Iteration 43Q: 3 clusters Score -343327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -343327.437500 Penalty: 2587.332031
	Iteration 44Q: 3 clusters Score -343327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -343328.000000 Penalty: 2587.332031
	Iteration 45Q: 3 clusters Score -343328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -343327.562500 Penalty: 2587.332031
	Iteration 46Q: 3 clusters Score -343327.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -343327.562500 Penalty: 2587.332031
	Iteration 47F: 3 clusters Score -343327.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 71862 members 
Mstep: Class 3 contains 58805 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 1557 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46229 members 
Mstep: Class 10 contains 33468 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 2132 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 18158 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13047 members 
Mstep: Class 26 contains 8795 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28131 members 
Mstep: Class 32 contains 1310 members 
Entering Unmasked Estep 
Score: -48243608.000000 Penalty: 67102.023438
Splitting cluster 7 changes total score from -48244384.000000 to -48243608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (5860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Entering Unmasked Estep 
Score: -719248.312500 Penalty: 1409.834595
	Iteration 0F: 2 clusters Score -719248.3 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 2959 members 
Entering Unmasked Estep 
Score: -714748.750000 Penalty: 2819.669189
	Iteration 0F: 3 clusters Score -714748.8 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -716165.187500 Penalty: 2819.669189
	Iteration 1F: 3 clusters Score -716165.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -716388.000000 Penalty: 2819.669189
	Iteration 2F: 3 clusters Score -716388 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -716541.375000 Penalty: 2819.669189
	Iteration 3F: 3 clusters Score -716541.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -716640.687500 Penalty: 2819.669189
	Iteration 4Q: 3 clusters Score -716640.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -716722.500000 Penalty: 2819.669189
	Iteration 5Q: 3 clusters Score -716722.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -716798.187500 Penalty: 2819.669189
	Iteration 6Q: 3 clusters Score -716798.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -716866.937500 Penalty: 2819.669189
	Iteration 7Q: 3 clusters Score -716866.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -716931.625000 Penalty: 2819.669189
	Iteration 8Q: 3 clusters Score -716931.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -717002.937500 Penalty: 2819.669189
	Iteration 9Q: 3 clusters Score -717002.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -717082.250000 Penalty: 2819.669189
	Iteration 10Q: 3 clusters Score -717082.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -717177.812500 Penalty: 2819.669189
	Iteration 11Q: 3 clusters Score -717177.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -717286.312500 Penalty: 2819.669189
	Iteration 12Q: 3 clusters Score -717286.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -717394.500000 Penalty: 2819.669189
	Iteration 13Q: 3 clusters Score -717394.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -717496.250000 Penalty: 2819.669189
	Iteration 14Q: 3 clusters Score -717496.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -717590.250000 Penalty: 2819.669189
	Iteration 15Q: 3 clusters Score -717590.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -717674.000000 Penalty: 2819.669189
	Iteration 16Q: 3 clusters Score -717674 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -717753.562500 Penalty: 2819.669189
	Iteration 17Q: 3 clusters Score -717753.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -717811.562500 Penalty: 2819.669189
	Iteration 18Q: 3 clusters Score -717811.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -717859.000000 Penalty: 2819.669189
	Iteration 19Q: 3 clusters Score -717859 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -717914.062500 Penalty: 2819.669189
	Iteration 20F: 3 clusters Score -717914.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -717961.562500 Penalty: 2819.669189
	Iteration 21Q: 3 clusters Score -717961.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -717985.125000 Penalty: 2819.669189
	Iteration 22Q: 3 clusters Score -717985.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -718006.250000 Penalty: 2819.669189
	Iteration 23Q: 3 clusters Score -718006.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -718020.937500 Penalty: 2819.669189
	Iteration 24Q: 3 clusters Score -718020.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -718032.437500 Penalty: 2819.669189
	Iteration 25Q: 3 clusters Score -718032.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -718045.562500 Penalty: 2819.669189
	Iteration 26Q: 3 clusters Score -718045.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -718050.437500 Penalty: 2819.669189
	Iteration 27Q: 3 clusters Score -718050.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -718055.937500 Penalty: 2819.669189
	Iteration 28Q: 3 clusters Score -718055.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -718057.375000 Penalty: 2819.669189
	Iteration 29Q: 3 clusters Score -718057.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -718059.187500 Penalty: 2819.669189
	Iteration 30Q: 3 clusters Score -718059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -718060.687500 Penalty: 2819.669189
	Iteration 31Q: 3 clusters Score -718060.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -718063.562500 Penalty: 2819.669189
	Iteration 32Q: 3 clusters Score -718063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -718063.750000 Penalty: 2819.669189
	Iteration 33Q: 3 clusters Score -718063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -718064.625000 Penalty: 2819.669189
	Iteration 34Q: 3 clusters Score -718064.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -718065.250000 Penalty: 2819.669189
	Iteration 35Q: 3 clusters Score -718065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -718066.687500 Penalty: 2819.669189
	Iteration 36Q: 3 clusters Score -718066.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -718067.250000 Penalty: 2819.669189
	Iteration 37Q: 3 clusters Score -718067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -718067.875000 Penalty: 2819.669189
	Iteration 38Q: 3 clusters Score -718067.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -718068.625000 Penalty: 2819.669189
	Iteration 39Q: 3 clusters Score -718068.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -718068.625000 Penalty: 2819.669189
	Iteration 40F: 3 clusters Score -718068.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Entering Unmasked Estep 
Score: -5692239.000000 Penalty: 1745.471436
	Iteration 0F: 2 clusters Score -5692239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -5661534.500000 Penalty: 3490.942871
	Iteration 0F: 3 clusters Score -5661534 nChanged 21613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -5674153.000000 Penalty: 3490.942871
	Iteration 1F: 3 clusters Score -5674153 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -5675158.500000 Penalty: 3490.942871
	Iteration 2Q: 3 clusters Score -5675158 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -5676660.500000 Penalty: 3490.942871
	Iteration 3F: 3 clusters Score -5676660 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -5678601.000000 Penalty: 3490.942871
	Iteration 4F: 3 clusters Score -5678601 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -5680911.500000 Penalty: 3490.942871
	Iteration 5F: 3 clusters Score -5680912 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -5683340.500000 Penalty: 3490.942871
	Iteration 6F: 3 clusters Score -5683340 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -5685686.000000 Penalty: 3490.942871
	Iteration 7F: 3 clusters Score -5685686 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -5687461.500000 Penalty: 3490.942871
	Iteration 8Q: 3 clusters Score -5687462 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -5688467.000000 Penalty: 3490.942871
	Iteration 9Q: 3 clusters Score -5688467 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -5688880.000000 Penalty: 3490.942871
	Iteration 10Q: 3 clusters Score -5688880 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -5689119.000000 Penalty: 3490.942871
	Iteration 11Q: 3 clusters Score -5689119 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -5689271.000000 Penalty: 3490.942871
	Iteration 12Q: 3 clusters Score -5689271 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -5689370.000000 Penalty: 3490.942871
	Iteration 13Q: 3 clusters Score -5689370 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -5689458.000000 Penalty: 3490.942871
	Iteration 14Q: 3 clusters Score -5689458 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -5689508.000000 Penalty: 3490.942871
	Iteration 15Q: 3 clusters Score -5689508 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -5689544.500000 Penalty: 3490.942871
	Iteration 16Q: 3 clusters Score -5689544 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -5689572.000000 Penalty: 3490.942871
	Iteration 17Q: 3 clusters Score -5689572 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -5689583.500000 Penalty: 3490.942871
	Iteration 18Q: 3 clusters Score -5689584 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -5689614.000000 Penalty: 3490.942871
	Iteration 19Q: 3 clusters Score -5689614 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5689642 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5689664 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5689686 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5689720 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5689712 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5689714 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5689738 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5689748 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -5689756.500000 Penalty: 3490.942871
	Iteration 28Q: 3 clusters Score -5689756 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5689786 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5689810 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5689837 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5689861 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5689854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5689874 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 39475 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5689876 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5689879 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5689906 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5689912 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5689934 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5689952 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5689970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5689966 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5689972 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5689980 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 40511 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5689996 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5690001 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 40685 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5690015 nChanged 101
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5690008 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5690017 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5690028 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5690044 nChanged 119
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Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5690077 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5690076 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5690102 nChanged 109
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Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5690100 nChanged 109
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5690112 nChanged 91
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Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5690120 nChanged 83
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Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5690136 nChanged 99
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Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5690160 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5690182 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5690176 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5690196 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5690225 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5690246 nChanged 122
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Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3501 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5690286 nChanged 123
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Mstep: Class 1 contains 3382 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5690306 nChanged 110
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Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5690334 nChanged 121
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Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5690364 nChanged 118
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Mstep: Class 1 contains 3041 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5690391 nChanged 101
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Mstep: Class 1 contains 2940 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5690416 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5690410 nChanged 81
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Mstep: Class 1 contains 2781 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5690424 nChanged 85
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Mstep: Class 1 contains 2700 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5690443 nChanged 88
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Mstep: Class 1 contains 2616 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5690476 nChanged 97
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Mstep: Class 1 contains 2521 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5690498 nChanged 114
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Mstep: Class 1 contains 2411 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5690528 nChanged 101
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Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5690559 nChanged 92
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Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5690602 nChanged 103
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Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5690626 nChanged 97
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Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5690644 nChanged 84
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Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5690666 nChanged 76
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Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5690702 nChanged 71
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Mstep: Class 1 contains 1829 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5690710 nChanged 66
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Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5690734 nChanged 55
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Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5690742 nChanged 50
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Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5690762 nChanged 36
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Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5690768 nChanged 31
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Mstep: Class 1 contains 1613 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5690768 nChanged 25
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Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5690770 nChanged 24
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Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5690772 nChanged 32
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Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 44683 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5690786 nChanged 25
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Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 44706 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5690788 nChanged 28
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Mstep: Class 1 contains 1503 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5690796 nChanged 31
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Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5690806 nChanged 38
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5690823 nChanged 30
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5690831 nChanged 27
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Mstep: Class 1 contains 1391 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5690840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5690847 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5690862 nChanged 28
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Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5690865 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1302 members 
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	Iteration 102Q: 3 clusters Score -5690865 nChanged 15
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Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 44940 members 
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	Iteration 103Q: 3 clusters Score -5690868 nChanged 16
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	Iteration 104Q: 3 clusters Score -5690871 nChanged 10
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	Iteration 105Q: 3 clusters Score -5690870 nChanged 10
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	Iteration 106Q: 3 clusters Score -5690880 nChanged 10
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	Iteration 108Q: 3 clusters Score -5690883 nChanged 7
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	Iteration 109Q: 3 clusters Score -5690894 nChanged 7
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	Iteration 110Q: 3 clusters Score -5690904 nChanged 7
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	Iteration 111Q: 3 clusters Score -5690910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -5690907.000000 Penalty: 3490.942871
	Iteration 112Q: 3 clusters Score -5690907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -5690908.500000 Penalty: 3490.942871
	Iteration 113Q: 3 clusters Score -5690908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -5690911.500000 Penalty: 3490.942871
	Iteration 114Q: 3 clusters Score -5690912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 45022 members 
Entering Unmasked Estep 
Score: -5690910.000000 Penalty: 3490.942871
	Iteration 115Q: 3 clusters Score -5690910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -5690913.000000 Penalty: 3490.942871
	Iteration 116Q: 3 clusters Score -5690913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -5690912.500000 Penalty: 3490.942871
	Iteration 117Q: 3 clusters Score -5690912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -5690911.000000 Penalty: 3490.942871
	Iteration 118Q: 3 clusters Score -5690911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -5690914.000000 Penalty: 3490.942871
	Iteration 119Q: 3 clusters Score -5690914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -5690908.000000 Penalty: 3490.942871
	Iteration 120F: 3 clusters Score -5690908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -5690913.000000 Penalty: 3490.942871
	Iteration 121Q: 3 clusters Score -5690913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -5690905.500000 Penalty: 3490.942871
	Iteration 122Q: 3 clusters Score -5690906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -5690908.000000 Penalty: 3490.942871
	Iteration 123Q: 3 clusters Score -5690908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5690901.500000 Penalty: 3490.942871
	Iteration 124Q: 3 clusters Score -5690902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -5690904.500000 Penalty: 3490.942871
	Iteration 125Q: 3 clusters Score -5690904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -5690902.000000 Penalty: 3490.942871
	Iteration 126Q: 3 clusters Score -5690902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -5690903.500000 Penalty: 3490.942871
	Iteration 127Q: 3 clusters Score -5690904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -5690898.500000 Penalty: 3490.942871
	Iteration 128Q: 3 clusters Score -5690898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -5690910.000000 Penalty: 3490.942871
	Iteration 129Q: 3 clusters Score -5690910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -5690900.500000 Penalty: 3490.942871
	Iteration 130Q: 3 clusters Score -5690900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 45083 members 
Entering Unmasked Estep 
Score: -5690901.000000 Penalty: 3490.942871
	Iteration 131Q: 3 clusters Score -5690901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
Score: -5690899.500000 Penalty: 3490.942871
	Iteration 132Q: 3 clusters Score -5690900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -5690897.500000 Penalty: 3490.942871
	Iteration 133Q: 3 clusters Score -5690898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -5690897.500000 Penalty: 3490.942871
	Iteration 134F: 3 clusters Score -5690898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Entering Unmasked Estep 
Score: -4126513.250000 Penalty: 1692.981079
	Iteration 0F: 2 clusters Score -4126513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -4103992.250000 Penalty: 3385.962158
	Iteration 0F: 3 clusters Score -4103992 nChanged 15478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -4112942.000000 Penalty: 3385.962158
	Iteration 1F: 3 clusters Score -4112942 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -4113920.500000 Penalty: 3385.962158
	Iteration 2F: 3 clusters Score -4113920 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -4115227.500000 Penalty: 3385.962158
	Iteration 3F: 3 clusters Score -4115228 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -4116881.000000 Penalty: 3385.962158
	Iteration 4F: 3 clusters Score -4116881 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -4118469.000000 Penalty: 3385.962158
	Iteration 5F: 3 clusters Score -4118469 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -4119672.500000 Penalty: 3385.962158
	Iteration 6F: 3 clusters Score -4119672 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -4120483.000000 Penalty: 3385.962158
	Iteration 7F: 3 clusters Score -4120483 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -4120986.500000 Penalty: 3385.962158
	Iteration 8Q: 3 clusters Score -4120986 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -4121336.750000 Penalty: 3385.962158
	Iteration 9Q: 3 clusters Score -4121337 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -4121671.250000 Penalty: 3385.962158
	Iteration 10Q: 3 clusters Score -4121671 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -4121940.250000 Penalty: 3385.962158
	Iteration 11Q: 3 clusters Score -4121940 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -4122234.250000 Penalty: 3385.962158
	Iteration 12Q: 3 clusters Score -4122234 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -4122503.750000 Penalty: 3385.962158
	Iteration 13Q: 3 clusters Score -4122504 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -4122795.250000 Penalty: 3385.962158
	Iteration 14Q: 3 clusters Score -4122795 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -4123126.000000 Penalty: 3385.962158
	Iteration 15Q: 3 clusters Score -4123126 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -4123481.750000 Penalty: 3385.962158
	Iteration 16Q: 3 clusters Score -4123482 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -4123793.250000 Penalty: 3385.962158
	Iteration 17Q: 3 clusters Score -4123793 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -4124063.000000 Penalty: 3385.962158
	Iteration 18Q: 3 clusters Score -4124063 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4124338.250000 Penalty: 3385.962158
	Iteration 19Q: 3 clusters Score -4124338 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4124541.000000 Penalty: 3385.962158
	Iteration 20F: 3 clusters Score -4124541 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 32092 members 
Entering Unmasked Estep 
Score: -4124719.750000 Penalty: 3385.962158
	Iteration 21Q: 3 clusters Score -4124720 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -4124838.500000 Penalty: 3385.962158
	Iteration 22Q: 3 clusters Score -4124838 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4124925.500000 Penalty: 3385.962158
	Iteration 23Q: 3 clusters Score -4124926 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -4124979.000000 Penalty: 3385.962158
	Iteration 24Q: 3 clusters Score -4124979 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -4125026.000000 Penalty: 3385.962158
	Iteration 25Q: 3 clusters Score -4125026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -4125066.250000 Penalty: 3385.962158
	Iteration 26Q: 3 clusters Score -4125066 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -4125099.250000 Penalty: 3385.962158
	Iteration 27Q: 3 clusters Score -4125099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -4125129.250000 Penalty: 3385.962158
	Iteration 28Q: 3 clusters Score -4125129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 32886 members 
Entering Unmasked Estep 
Score: -4125156.250000 Penalty: 3385.962158
	Iteration 29Q: 3 clusters Score -4125156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -4125175.500000 Penalty: 3385.962158
	Iteration 30Q: 3 clusters Score -4125176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -4125181.500000 Penalty: 3385.962158
	Iteration 31Q: 3 clusters Score -4125182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4125185.250000 Penalty: 3385.962158
	Iteration 32Q: 3 clusters Score -4125185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4125190.000000 Penalty: 3385.962158
	Iteration 33Q: 3 clusters Score -4125190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4125189.250000 Penalty: 3385.962158
	Iteration 34Q: 3 clusters Score -4125189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -4125185.750000 Penalty: 3385.962158
	Iteration 35Q: 3 clusters Score -4125186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -4125183.500000 Penalty: 3385.962158
	Iteration 36Q: 3 clusters Score -4125184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4125187.750000 Penalty: 3385.962158
	Iteration 37Q: 3 clusters Score -4125188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4125190.750000 Penalty: 3385.962158
	Iteration 38Q: 3 clusters Score -4125191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -4125190.750000 Penalty: 3385.962158
	Iteration 39F: 3 clusters Score -4125191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Entering Unmasked Estep 
Score: -239319.546875 Penalty: 1231.863770
	Iteration 0F: 2 clusters Score -239319.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -237255.609375 Penalty: 2463.727539
	Iteration 0F: 3 clusters Score -237255.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -237775.953125 Penalty: 2463.727539
	Iteration 1F: 3 clusters Score -237776 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -237904.046875 Penalty: 2463.727539
	Iteration 2F: 3 clusters Score -237904 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -237991.437500 Penalty: 2463.727539
	Iteration 3F: 3 clusters Score -237991.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -238047.687500 Penalty: 2463.727539
	Iteration 4Q: 3 clusters Score -238047.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -238087.078125 Penalty: 2463.727539
	Iteration 5Q: 3 clusters Score -238087.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -238130.796875 Penalty: 2463.727539
	Iteration 6Q: 3 clusters Score -238130.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -238163.250000 Penalty: 2463.727539
	Iteration 7Q: 3 clusters Score -238163.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -238192.531250 Penalty: 2463.727539
	Iteration 8Q: 3 clusters Score -238192.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -238231.125000 Penalty: 2463.727539
	Iteration 9Q: 3 clusters Score -238231.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -238256.562500 Penalty: 2463.727539
	Iteration 10Q: 3 clusters Score -238256.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -238278.031250 Penalty: 2463.727539
	Iteration 11Q: 3 clusters Score -238278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -238303.859375 Penalty: 2463.727539
	Iteration 12Q: 3 clusters Score -238303.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -238330.031250 Penalty: 2463.727539
	Iteration 13Q: 3 clusters Score -238330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -238356.812500 Penalty: 2463.727539
	Iteration 14Q: 3 clusters Score -238356.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -238385.921875 Penalty: 2463.727539
	Iteration 15Q: 3 clusters Score -238385.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -238408.328125 Penalty: 2463.727539
	Iteration 16Q: 3 clusters Score -238408.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -238423.546875 Penalty: 2463.727539
	Iteration 17Q: 3 clusters Score -238423.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -238435.593750 Penalty: 2463.727539
	Iteration 18Q: 3 clusters Score -238435.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -238442.484375 Penalty: 2463.727539
	Iteration 19Q: 3 clusters Score -238442.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -238453.562500 Penalty: 2463.727539
	Iteration 20F: 3 clusters Score -238453.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -238463.546875 Penalty: 2463.727539
	Iteration 21Q: 3 clusters Score -238463.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -238467.156250 Penalty: 2463.727539
	Iteration 22Q: 3 clusters Score -238467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -238469.265625 Penalty: 2463.727539
	Iteration 23Q: 3 clusters Score -238469.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -238472.687500 Penalty: 2463.727539
	Iteration 24Q: 3 clusters Score -238472.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -238475.890625 Penalty: 2463.727539
	Iteration 25Q: 3 clusters Score -238475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -238477.093750 Penalty: 2463.727539
	Iteration 26Q: 3 clusters Score -238477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -238477.765625 Penalty: 2463.727539
	Iteration 27Q: 3 clusters Score -238477.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -238478.484375 Penalty: 2463.727539
	Iteration 28Q: 3 clusters Score -238478.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -238479.218750 Penalty: 2463.727539
	Iteration 29Q: 3 clusters Score -238479.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -238479.218750 Penalty: 2463.727539
	Iteration 30F: 3 clusters Score -238479.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Entering Unmasked Estep 
Score: -251802.984375 Penalty: 1245.532593
	Iteration 0F: 2 clusters Score -251803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -249627.765625 Penalty: 2491.065186
	Iteration 0F: 3 clusters Score -249627.8 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -250180.406250 Penalty: 2491.065186
	Iteration 1F: 3 clusters Score -250180.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -250545.250000 Penalty: 2491.065186
	Iteration 2F: 3 clusters Score -250545.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -250911.890625 Penalty: 2491.065186
	Iteration 3F: 3 clusters Score -250911.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -251188.937500 Penalty: 2491.065186
	Iteration 4F: 3 clusters Score -251188.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -251468.921875 Penalty: 2491.065186
	Iteration 5F: 3 clusters Score -251468.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -251796.734375 Penalty: 2491.065186
	Iteration 6F: 3 clusters Score -251796.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -252290.656250 Penalty: 2491.065186
	Iteration 7F: 3 clusters Score -252290.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -252894.625000 Penalty: 2491.065186
	Iteration 8Q: 3 clusters Score -252894.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -253046.531250 Penalty: 2491.065186
	Iteration 9Q: 3 clusters Score -253046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -253048.984375 Penalty: 2491.065186
	Iteration 10Q: 3 clusters Score -253049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -253048.984375 Penalty: 2491.065186
	Iteration 11F: 3 clusters Score -253049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 71862 members 
Mstep: Class 3 contains 58805 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2867 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46229 members 
Mstep: Class 10 contains 33468 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 1549 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 18158 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13047 members 
Mstep: Class 26 contains 8795 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28131 members 
Mstep: Class 32 contains 583 members 
Entering Unmasked Estep 
Score: -48244776.000000 Penalty: 67102.023438
Splitting cluster 12 changes total score from -48244384.000000 to -48244776.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (6018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Entering Unmasked Estep 
Score: -728424.500000 Penalty: 1414.157837
	Iteration 0F: 2 clusters Score -728424.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -723799.062500 Penalty: 2828.315674
	Iteration 0F: 3 clusters Score -723799.1 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -725216.500000 Penalty: 2828.315674
	Iteration 1F: 3 clusters Score -725216.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -725555.187500 Penalty: 2828.315674
	Iteration 2F: 3 clusters Score -725555.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -725865.062500 Penalty: 2828.315674
	Iteration 3F: 3 clusters Score -725865.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -726180.562500 Penalty: 2828.315674
	Iteration 4F: 3 clusters Score -726180.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -726565.250000 Penalty: 2828.315674
	Iteration 5F: 3 clusters Score -726565.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -726961.000000 Penalty: 2828.315674
	Iteration 6F: 3 clusters Score -726961 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -727270.937500 Penalty: 2828.315674
	Iteration 7F: 3 clusters Score -727270.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -727485.625000 Penalty: 2828.315674
	Iteration 8Q: 3 clusters Score -727485.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -727618.062500 Penalty: 2828.315674
	Iteration 9Q: 3 clusters Score -727618.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -727698.812500 Penalty: 2828.315674
	Iteration 10Q: 3 clusters Score -727698.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -727764.937500 Penalty: 2828.315674
	Iteration 11Q: 3 clusters Score -727764.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -727843.437500 Penalty: 2828.315674
	Iteration 12Q: 3 clusters Score -727843.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -727887.812500 Penalty: 2828.315674
	Iteration 13Q: 3 clusters Score -727887.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -727903.750000 Penalty: 2828.315674
	Iteration 14Q: 3 clusters Score -727903.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -727921.625000 Penalty: 2828.315674
	Iteration 15Q: 3 clusters Score -727921.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -727941.000000 Penalty: 2828.315674
	Iteration 16Q: 3 clusters Score -727941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -727961.937500 Penalty: 2828.315674
	Iteration 17Q: 3 clusters Score -727961.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -728004.750000 Penalty: 2828.315674
	Iteration 18Q: 3 clusters Score -728004.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -728051.687500 Penalty: 2828.315674
	Iteration 19Q: 3 clusters Score -728051.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -728081.750000 Penalty: 2828.315674
	Iteration 20F: 3 clusters Score -728081.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -728089.500000 Penalty: 2828.315674
	Iteration 21Q: 3 clusters Score -728089.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -728093.312500 Penalty: 2828.315674
	Iteration 22Q: 3 clusters Score -728093.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -728094.875000 Penalty: 2828.315674
	Iteration 23Q: 3 clusters Score -728094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -728095.875000 Penalty: 2828.315674
	Iteration 24Q: 3 clusters Score -728095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -728096.937500 Penalty: 2828.315674
	Iteration 25Q: 3 clusters Score -728096.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -728096.812500 Penalty: 2828.315674
	Iteration 26Q: 3 clusters Score -728096.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -728097.375000 Penalty: 2828.315674
	Iteration 27Q: 3 clusters Score -728097.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -728097.375000 Penalty: 2828.315674
	Iteration 28F: 3 clusters Score -728097.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Entering Unmasked Estep 
Score: -2238353.000000 Penalty: 1593.615845
	Iteration 0F: 2 clusters Score -2238353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2225995.750000 Penalty: 3187.231689
	Iteration 0F: 3 clusters Score -2225996 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2230537.500000 Penalty: 3187.231689
	Iteration 1F: 3 clusters Score -2230538 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2231089.000000 Penalty: 3187.231689
	Iteration 2F: 3 clusters Score -2231089 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2231677.250000 Penalty: 3187.231689
	Iteration 3F: 3 clusters Score -2231677 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2232338.000000 Penalty: 3187.231689
	Iteration 4F: 3 clusters Score -2232338 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -2233034.750000 Penalty: 3187.231689
	Iteration 5F: 3 clusters Score -2233035 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2233681.750000 Penalty: 3187.231689
	Iteration 6F: 3 clusters Score -2233682 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2234153.250000 Penalty: 3187.231689
	Iteration 7F: 3 clusters Score -2234153 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2234537.500000 Penalty: 3187.231689
	Iteration 8Q: 3 clusters Score -2234538 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2234830.500000 Penalty: 3187.231689
	Iteration 9Q: 3 clusters Score -2234830 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2235048.750000 Penalty: 3187.231689
	Iteration 10Q: 3 clusters Score -2235049 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2235320.750000 Penalty: 3187.231689
	Iteration 11Q: 3 clusters Score -2235321 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2235645.500000 Penalty: 3187.231689
	Iteration 12Q: 3 clusters Score -2235646 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2236001.000000 Penalty: 3187.231689
	Iteration 13Q: 3 clusters Score -2236001 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2236271.250000 Penalty: 3187.231689
	Iteration 14Q: 3 clusters Score -2236271 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2236460.250000 Penalty: 3187.231689
	Iteration 15Q: 3 clusters Score -2236460 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2236588.750000 Penalty: 3187.231689
	Iteration 16Q: 3 clusters Score -2236589 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2236666.500000 Penalty: 3187.231689
	Iteration 17Q: 3 clusters Score -2236666 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -2236708.250000 Penalty: 3187.231689
	Iteration 18Q: 3 clusters Score -2236708 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2236752.750000 Penalty: 3187.231689
	Iteration 19Q: 3 clusters Score -2236753 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -2236789.000000 Penalty: 3187.231689
	Iteration 20F: 3 clusters Score -2236789 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2236829.250000 Penalty: 3187.231689
	Iteration 21Q: 3 clusters Score -2236829 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -2236845.000000 Penalty: 3187.231689
	Iteration 22Q: 3 clusters Score -2236845 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -2236860.750000 Penalty: 3187.231689
	Iteration 23Q: 3 clusters Score -2236861 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2236874.000000 Penalty: 3187.231689
	Iteration 24Q: 3 clusters Score -2236874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2236879.000000 Penalty: 3187.231689
	Iteration 25Q: 3 clusters Score -2236879 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2236888.250000 Penalty: 3187.231689
	Iteration 26Q: 3 clusters Score -2236888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2236893.750000 Penalty: 3187.231689
	Iteration 27Q: 3 clusters Score -2236894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2236891.000000 Penalty: 3187.231689
	Iteration 28Q: 3 clusters Score -2236891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2236890.000000 Penalty: 3187.231689
	Iteration 29Q: 3 clusters Score -2236890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2236890.250000 Penalty: 3187.231689
	Iteration 30Q: 3 clusters Score -2236890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2236897.000000 Penalty: 3187.231689
	Iteration 31Q: 3 clusters Score -2236897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2236893.750000 Penalty: 3187.231689
	Iteration 32Q: 3 clusters Score -2236894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -2236892.500000 Penalty: 3187.231689
	Iteration 33Q: 3 clusters Score -2236892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2236895.750000 Penalty: 3187.231689
	Iteration 34Q: 3 clusters Score -2236896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2236898.750000 Penalty: 3187.231689
	Iteration 35Q: 3 clusters Score -2236899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2236899.250000 Penalty: 3187.231689
	Iteration 36Q: 3 clusters Score -2236899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2236898.250000 Penalty: 3187.231689
	Iteration 37Q: 3 clusters Score -2236898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2236898.750000 Penalty: 3187.231689
	Iteration 38Q: 3 clusters Score -2236899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2236905.000000 Penalty: 3187.231689
	Iteration 39Q: 3 clusters Score -2236905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2236904.750000 Penalty: 3187.231689
	Iteration 40F: 3 clusters Score -2236905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -2236908.500000 Penalty: 3187.231689
	Iteration 41Q: 3 clusters Score -2236908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2236908.500000 Penalty: 3187.231689
	Iteration 42Q: 3 clusters Score -2236908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2236909.000000 Penalty: 3187.231689
	Iteration 43Q: 3 clusters Score -2236909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2236908.000000 Penalty: 3187.231689
	Iteration 44Q: 3 clusters Score -2236908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2236907.500000 Penalty: 3187.231689
	Iteration 45Q: 3 clusters Score -2236908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2236905.250000 Penalty: 3187.231689
	Iteration 46Q: 3 clusters Score -2236905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2236907.500000 Penalty: 3187.231689
	Iteration 47Q: 3 clusters Score -2236908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2236912.000000 Penalty: 3187.231689
	Iteration 48Q: 3 clusters Score -2236912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -2236913.500000 Penalty: 3187.231689
	Iteration 49Q: 3 clusters Score -2236914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -2236909.250000 Penalty: 3187.231689
	Iteration 50Q: 3 clusters Score -2236909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2236906.250000 Penalty: 3187.231689
	Iteration 51Q: 3 clusters Score -2236906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2236905.500000 Penalty: 3187.231689
	Iteration 52Q: 3 clusters Score -2236906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -2236906.750000 Penalty: 3187.231689
	Iteration 53Q: 3 clusters Score -2236907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2236910.500000 Penalty: 3187.231689
	Iteration 54Q: 3 clusters Score -2236910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2236914.500000 Penalty: 3187.231689
	Iteration 55Q: 3 clusters Score -2236914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2236915.500000 Penalty: 3187.231689
	Iteration 56Q: 3 clusters Score -2236916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2236914.500000 Penalty: 3187.231689
	Iteration 57Q: 3 clusters Score -2236914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2236914.750000 Penalty: 3187.231689
	Iteration 58Q: 3 clusters Score -2236915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2236916.750000 Penalty: 3187.231689
	Iteration 59Q: 3 clusters Score -2236917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2236916.750000 Penalty: 3187.231689
	Iteration 60F: 3 clusters Score -2236917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -298511.062500 Penalty: 1268.058105
	Iteration 0F: 2 clusters Score -298511.1 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 1248 members 
Entering Unmasked Estep 
Score: -296132.937500 Penalty: 2536.116211
	Iteration 0F: 3 clusters Score -296132.9 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -296756.687500 Penalty: 2536.116211
	Iteration 1F: 3 clusters Score -296756.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -296920.343750 Penalty: 2536.116211
	Iteration 2F: 3 clusters Score -296920.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -297010.781250 Penalty: 2536.116211
	Iteration 3F: 3 clusters Score -297010.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -297070.125000 Penalty: 2536.116211
	Iteration 4Q: 3 clusters Score -297070.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -297114.718750 Penalty: 2536.116211
	Iteration 5Q: 3 clusters Score -297114.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -297162.437500 Penalty: 2536.116211
	Iteration 6Q: 3 clusters Score -297162.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -297211.000000 Penalty: 2536.116211
	Iteration 7Q: 3 clusters Score -297211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -297244.812500 Penalty: 2536.116211
	Iteration 8Q: 3 clusters Score -297244.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -297273.437500 Penalty: 2536.116211
	Iteration 9Q: 3 clusters Score -297273.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -297300.718750 Penalty: 2536.116211
	Iteration 10Q: 3 clusters Score -297300.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -297325.562500 Penalty: 2536.116211
	Iteration 11Q: 3 clusters Score -297325.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -297349.062500 Penalty: 2536.116211
	Iteration 12Q: 3 clusters Score -297349.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -297373.656250 Penalty: 2536.116211
	Iteration 13Q: 3 clusters Score -297373.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -297387.468750 Penalty: 2536.116211
	Iteration 14Q: 3 clusters Score -297387.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -297400.187500 Penalty: 2536.116211
	Iteration 15Q: 3 clusters Score -297400.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -297412.687500 Penalty: 2536.116211
	Iteration 16Q: 3 clusters Score -297412.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -297421.812500 Penalty: 2536.116211
	Iteration 17Q: 3 clusters Score -297421.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -297426.656250 Penalty: 2536.116211
	Iteration 18Q: 3 clusters Score -297426.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -297429.187500 Penalty: 2536.116211
	Iteration 19Q: 3 clusters Score -297429.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -297430.656250 Penalty: 2536.116211
	Iteration 20F: 3 clusters Score -297430.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -297432.750000 Penalty: 2536.116211
	Iteration 21Q: 3 clusters Score -297432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -297435.250000 Penalty: 2536.116211
	Iteration 22Q: 3 clusters Score -297435.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -297438.562500 Penalty: 2536.116211
	Iteration 23Q: 3 clusters Score -297438.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -297439.281250 Penalty: 2536.116211
	Iteration 24Q: 3 clusters Score -297439.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -297440.968750 Penalty: 2536.116211
	Iteration 25Q: 3 clusters Score -297441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -297441.593750 Penalty: 2536.116211
	Iteration 26Q: 3 clusters Score -297441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -297441.593750 Penalty: 2536.116211
	Iteration 27F: 3 clusters Score -297441.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Entering Unmasked Estep 
Score: -67287.398438 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -67287.4 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 291 members 
Entering Unmasked Estep 
Score: -66130.343750 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -66130.34 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66326.890625 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -66326.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66414.531250 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -66414.53 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66483.929688 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -66483.93 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66517.523438 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -66517.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66541.617188 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -66541.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -66566.171875 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -66566.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66582.578125 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -66582.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66587.898438 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -66587.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66595.335938 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -66595.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66608.906250 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -66608.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66617.359375 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -66617.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -66629.882812 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -66629.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -66632.289062 Penalty: 2100.991211
	Iteration 13Q: 3 clusters Score -66632.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66634.609375 Penalty: 2100.991211
	Iteration 14Q: 3 clusters Score -66634.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -66637.109375 Penalty: 2100.991211
	Iteration 15Q: 3 clusters Score -66637.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66638.070312 Penalty: 2100.991211
	Iteration 16Q: 3 clusters Score -66638.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66638.070312 Penalty: 2100.991211
	Iteration 17F: 3 clusters Score -66638.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Entering Unmasked Estep 
Score: -366763.187500 Penalty: 1312.887573
	Iteration 0F: 2 clusters Score -366763.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -363941.843750 Penalty: 2625.775146
	Iteration 0F: 3 clusters Score -363941.8 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -364765.843750 Penalty: 2625.775146
	Iteration 1F: 3 clusters Score -364765.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -365056.281250 Penalty: 2625.775146
	Iteration 2F: 3 clusters Score -365056.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -365278.156250 Penalty: 2625.775146
	Iteration 3F: 3 clusters Score -365278.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -365477.812500 Penalty: 2625.775146
	Iteration 4F: 3 clusters Score -365477.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -365639.000000 Penalty: 2625.775146
	Iteration 5F: 3 clusters Score -365639 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -365770.656250 Penalty: 2625.775146
	Iteration 6Q: 3 clusters Score -365770.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -365867.000000 Penalty: 2625.775146
	Iteration 7Q: 3 clusters Score -365867 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -365925.437500 Penalty: 2625.775146
	Iteration 8Q: 3 clusters Score -365925.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -365972.843750 Penalty: 2625.775146
	Iteration 9Q: 3 clusters Score -365972.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -366000.531250 Penalty: 2625.775146
	Iteration 10Q: 3 clusters Score -366000.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -366026.093750 Penalty: 2625.775146
	Iteration 11Q: 3 clusters Score -366026.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -366050.531250 Penalty: 2625.775146
	Iteration 12Q: 3 clusters Score -366050.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -366066.343750 Penalty: 2625.775146
	Iteration 13Q: 3 clusters Score -366066.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -366080.656250 Penalty: 2625.775146
	Iteration 14Q: 3 clusters Score -366080.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -366093.343750 Penalty: 2625.775146
	Iteration 15Q: 3 clusters Score -366093.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -366099.906250 Penalty: 2625.775146
	Iteration 16Q: 3 clusters Score -366099.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -366103.562500 Penalty: 2625.775146
	Iteration 17Q: 3 clusters Score -366103.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -366108.531250 Penalty: 2625.775146
	Iteration 18Q: 3 clusters Score -366108.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -366111.406250 Penalty: 2625.775146
	Iteration 19Q: 3 clusters Score -366111.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -366113.625000 Penalty: 2625.775146
	Iteration 20F: 3 clusters Score -366113.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -366114.593750 Penalty: 2625.775146
	Iteration 21Q: 3 clusters Score -366114.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -366115.656250 Penalty: 2625.775146
	Iteration 22Q: 3 clusters Score -366115.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -366117.093750 Penalty: 2625.775146
	Iteration 23Q: 3 clusters Score -366117.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -366118.250000 Penalty: 2625.775146
	Iteration 24Q: 3 clusters Score -366118.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -366118.218750 Penalty: 2625.775146
	Iteration 25Q: 3 clusters Score -366118.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -366118.718750 Penalty: 2625.775146
	Iteration 26Q: 3 clusters Score -366118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -366119.375000 Penalty: 2625.775146
	Iteration 27Q: 3 clusters Score -366119.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -366118.968750 Penalty: 2625.775146
	Iteration 28Q: 3 clusters Score -366119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -366118.968750 Penalty: 2625.775146
	Iteration 29F: 3 clusters Score -366119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Entering Unmasked Estep 
Score: -1507619.125000 Penalty: 1528.886963
	Iteration 0F: 2 clusters Score -1507619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1499106.000000 Penalty: 3057.773926
	Iteration 0F: 3 clusters Score -1499106 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1501901.875000 Penalty: 3057.773926
	Iteration 1F: 3 clusters Score -1501902 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1502214.500000 Penalty: 3057.773926
	Iteration 2F: 3 clusters Score -1502214 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1502473.250000 Penalty: 3057.773926
	Iteration 3F: 3 clusters Score -1502473 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1502710.000000 Penalty: 3057.773926
	Iteration 4Q: 3 clusters Score -1502710 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1502937.875000 Penalty: 3057.773926
	Iteration 5Q: 3 clusters Score -1502938 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1503168.875000 Penalty: 3057.773926
	Iteration 6Q: 3 clusters Score -1503169 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1503430.375000 Penalty: 3057.773926
	Iteration 7Q: 3 clusters Score -1503430 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1503713.125000 Penalty: 3057.773926
	Iteration 8Q: 3 clusters Score -1503713 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1504026.250000 Penalty: 3057.773926
	Iteration 9Q: 3 clusters Score -1504026 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1504342.125000 Penalty: 3057.773926
	Iteration 10Q: 3 clusters Score -1504342 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1504583.250000 Penalty: 3057.773926
	Iteration 11Q: 3 clusters Score -1504583 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1504766.875000 Penalty: 3057.773926
	Iteration 12Q: 3 clusters Score -1504767 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1504892.125000 Penalty: 3057.773926
	Iteration 13Q: 3 clusters Score -1504892 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1504998.250000 Penalty: 3057.773926
	Iteration 14Q: 3 clusters Score -1504998 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1505092.000000 Penalty: 3057.773926
	Iteration 15Q: 3 clusters Score -1505092 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1505183.625000 Penalty: 3057.773926
	Iteration 16Q: 3 clusters Score -1505184 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1505253.500000 Penalty: 3057.773926
	Iteration 17Q: 3 clusters Score -1505254 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1505334.875000 Penalty: 3057.773926
	Iteration 18Q: 3 clusters Score -1505335 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1505401.500000 Penalty: 3057.773926
	Iteration 19Q: 3 clusters Score -1505402 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1505469.000000 Penalty: 3057.773926
	Iteration 20F: 3 clusters Score -1505469 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1505511.750000 Penalty: 3057.773926
	Iteration 21Q: 3 clusters Score -1505512 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1505543.875000 Penalty: 3057.773926
	Iteration 22Q: 3 clusters Score -1505544 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1505583.750000 Penalty: 3057.773926
	Iteration 23Q: 3 clusters Score -1505584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1505624.500000 Penalty: 3057.773926
	Iteration 24Q: 3 clusters Score -1505624 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1505657.500000 Penalty: 3057.773926
	Iteration 25Q: 3 clusters Score -1505658 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1505702.625000 Penalty: 3057.773926
	Iteration 26Q: 3 clusters Score -1505703 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1505731.000000 Penalty: 3057.773926
	Iteration 27Q: 3 clusters Score -1505731 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1505766.500000 Penalty: 3057.773926
	Iteration 28Q: 3 clusters Score -1505766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1505792.875000 Penalty: 3057.773926
	Iteration 29Q: 3 clusters Score -1505793 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1505815.500000 Penalty: 3057.773926
	Iteration 30Q: 3 clusters Score -1505816 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1505835.250000 Penalty: 3057.773926
	Iteration 31Q: 3 clusters Score -1505835 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1505853.000000 Penalty: 3057.773926
	Iteration 32Q: 3 clusters Score -1505853 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1505864.250000 Penalty: 3057.773926
	Iteration 33Q: 3 clusters Score -1505864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1505878.375000 Penalty: 3057.773926
	Iteration 34Q: 3 clusters Score -1505878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1505894.875000 Penalty: 3057.773926
	Iteration 35Q: 3 clusters Score -1505895 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1505900.875000 Penalty: 3057.773926
	Iteration 36Q: 3 clusters Score -1505901 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1505917.375000 Penalty: 3057.773926
	Iteration 37Q: 3 clusters Score -1505917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1505934.000000 Penalty: 3057.773926
	Iteration 38Q: 3 clusters Score -1505934 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1505943.375000 Penalty: 3057.773926
	Iteration 39Q: 3 clusters Score -1505943 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1505961.125000 Penalty: 3057.773926
	Iteration 40F: 3 clusters Score -1505961 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1505976.750000 Penalty: 3057.773926
	Iteration 41Q: 3 clusters Score -1505977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1505991.250000 Penalty: 3057.773926
	Iteration 42Q: 3 clusters Score -1505991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1506006.250000 Penalty: 3057.773926
	Iteration 43Q: 3 clusters Score -1506006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1506006.625000 Penalty: 3057.773926
	Iteration 44Q: 3 clusters Score -1506007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1506011.000000 Penalty: 3057.773926
	Iteration 45Q: 3 clusters Score -1506011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1506016.375000 Penalty: 3057.773926
	Iteration 46Q: 3 clusters Score -1506016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1506026.500000 Penalty: 3057.773926
	Iteration 47Q: 3 clusters Score -1506026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1506033.250000 Penalty: 3057.773926
	Iteration 48Q: 3 clusters Score -1506033 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1506052.500000 Penalty: 3057.773926
	Iteration 49Q: 3 clusters Score -1506052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1506058.500000 Penalty: 3057.773926
	Iteration 50Q: 3 clusters Score -1506058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1506065.500000 Penalty: 3057.773926
	Iteration 51Q: 3 clusters Score -1506066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1506072.500000 Penalty: 3057.773926
	Iteration 52Q: 3 clusters Score -1506072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1506078.625000 Penalty: 3057.773926
	Iteration 53Q: 3 clusters Score -1506079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1506082.125000 Penalty: 3057.773926
	Iteration 54Q: 3 clusters Score -1506082 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1506089.375000 Penalty: 3057.773926
	Iteration 55Q: 3 clusters Score -1506089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1506095.125000 Penalty: 3057.773926
	Iteration 56Q: 3 clusters Score -1506095 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1506100.500000 Penalty: 3057.773926
	Iteration 57Q: 3 clusters Score -1506100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1506105.500000 Penalty: 3057.773926
	Iteration 58Q: 3 clusters Score -1506106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1506106.875000 Penalty: 3057.773926
	Iteration 59Q: 3 clusters Score -1506107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1506109.750000 Penalty: 3057.773926
	Iteration 60F: 3 clusters Score -1506110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1506113.875000 Penalty: 3057.773926
	Iteration 61Q: 3 clusters Score -1506114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1506116.250000 Penalty: 3057.773926
	Iteration 62Q: 3 clusters Score -1506116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1506117.875000 Penalty: 3057.773926
	Iteration 63Q: 3 clusters Score -1506118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1506118.875000 Penalty: 3057.773926
	Iteration 64Q: 3 clusters Score -1506119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1506120.500000 Penalty: 3057.773926
	Iteration 65Q: 3 clusters Score -1506120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1506120.125000 Penalty: 3057.773926
	Iteration 66Q: 3 clusters Score -1506120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1506121.875000 Penalty: 3057.773926
	Iteration 67Q: 3 clusters Score -1506122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1506124.125000 Penalty: 3057.773926
	Iteration 68Q: 3 clusters Score -1506124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1506125.500000 Penalty: 3057.773926
	Iteration 69Q: 3 clusters Score -1506126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1506126.250000 Penalty: 3057.773926
	Iteration 70Q: 3 clusters Score -1506126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1506127.375000 Penalty: 3057.773926
	Iteration 71Q: 3 clusters Score -1506127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1506131.125000 Penalty: 3057.773926
	Iteration 72Q: 3 clusters Score -1506131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1506135.750000 Penalty: 3057.773926
	Iteration 73Q: 3 clusters Score -1506136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1506137.625000 Penalty: 3057.773926
	Iteration 74Q: 3 clusters Score -1506138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1506138.375000 Penalty: 3057.773926
	Iteration 75Q: 3 clusters Score -1506138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1506142.875000 Penalty: 3057.773926
	Iteration 76Q: 3 clusters Score -1506143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1506142.125000 Penalty: 3057.773926
	Iteration 77Q: 3 clusters Score -1506142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1506143.500000 Penalty: 3057.773926
	Iteration 78Q: 3 clusters Score -1506144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1506139.000000 Penalty: 3057.773926
	Iteration 79Q: 3 clusters Score -1506139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1506139.750000 Penalty: 3057.773926
	Iteration 80F: 3 clusters Score -1506140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1506140.375000 Penalty: 3057.773926
	Iteration 81Q: 3 clusters Score -1506140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1506139.500000 Penalty: 3057.773926
	Iteration 82Q: 3 clusters Score -1506140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1506142.625000 Penalty: 3057.773926
	Iteration 83Q: 3 clusters Score -1506143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1506143.750000 Penalty: 3057.773926
	Iteration 84Q: 3 clusters Score -1506144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1506147.375000 Penalty: 3057.773926
	Iteration 85Q: 3 clusters Score -1506147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1506148.250000 Penalty: 3057.773926
	Iteration 86Q: 3 clusters Score -1506148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1506143.625000 Penalty: 3057.773926
	Iteration 87Q: 3 clusters Score -1506144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1506148.625000 Penalty: 3057.773926
	Iteration 88Q: 3 clusters Score -1506149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1506151.875000 Penalty: 3057.773926
	Iteration 89Q: 3 clusters Score -1506152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1506152.000000 Penalty: 3057.773926
	Iteration 90Q: 3 clusters Score -1506152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1506154.250000 Penalty: 3057.773926
	Iteration 91Q: 3 clusters Score -1506154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1506155.000000 Penalty: 3057.773926
	Iteration 92Q: 3 clusters Score -1506155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1506158.625000 Penalty: 3057.773926
	Iteration 93Q: 3 clusters Score -1506159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1506158.125000 Penalty: 3057.773926
	Iteration 94Q: 3 clusters Score -1506158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1506159.750000 Penalty: 3057.773926
	Iteration 95Q: 3 clusters Score -1506160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1506161.625000 Penalty: 3057.773926
	Iteration 96Q: 3 clusters Score -1506162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1506163.625000 Penalty: 3057.773926
	Iteration 97Q: 3 clusters Score -1506164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1506166.625000 Penalty: 3057.773926
	Iteration 98Q: 3 clusters Score -1506167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1506167.000000 Penalty: 3057.773926
	Iteration 99Q: 3 clusters Score -1506167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1506167.875000 Penalty: 3057.773926
	Iteration 100F: 3 clusters Score -1506168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1506165.125000 Penalty: 3057.773926
	Iteration 101Q: 3 clusters Score -1506165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1506164.250000 Penalty: 3057.773926
	Iteration 102Q: 3 clusters Score -1506164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1506166.125000 Penalty: 3057.773926
	Iteration 103Q: 3 clusters Score -1506166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1506165.875000 Penalty: 3057.773926
	Iteration 104Q: 3 clusters Score -1506166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1506169.250000 Penalty: 3057.773926
	Iteration 105Q: 3 clusters Score -1506169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1506167.500000 Penalty: 3057.773926
	Iteration 106Q: 3 clusters Score -1506168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1506169.750000 Penalty: 3057.773926
	Iteration 107Q: 3 clusters Score -1506170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1506168.250000 Penalty: 3057.773926
	Iteration 108Q: 3 clusters Score -1506168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1506169.125000 Penalty: 3057.773926
	Iteration 109Q: 3 clusters Score -1506169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1506169.250000 Penalty: 3057.773926
	Iteration 110Q: 3 clusters Score -1506169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1506171.875000 Penalty: 3057.773926
	Iteration 111Q: 3 clusters Score -1506172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1506175.500000 Penalty: 3057.773926
	Iteration 112Q: 3 clusters Score -1506176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1506175.875000 Penalty: 3057.773926
	Iteration 113Q: 3 clusters Score -1506176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1506173.000000 Penalty: 3057.773926
	Iteration 114Q: 3 clusters Score -1506173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1506172.125000 Penalty: 3057.773926
	Iteration 115Q: 3 clusters Score -1506172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1506172.125000 Penalty: 3057.773926
	Iteration 116F: 3 clusters Score -1506172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Entering Unmasked Estep 
Score: -1727244.875000 Penalty: 1551.449951
	Iteration 0F: 2 clusters Score -1727245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1717464.125000 Penalty: 3102.899902
	Iteration 0F: 3 clusters Score -1717464 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1720862.625000 Penalty: 3102.899902
	Iteration 1F: 3 clusters Score -1720863 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1721139.125000 Penalty: 3102.899902
	Iteration 2F: 3 clusters Score -1721139 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1721364.125000 Penalty: 3102.899902
	Iteration 3Q: 3 clusters Score -1721364 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1721559.875000 Penalty: 3102.899902
	Iteration 4Q: 3 clusters Score -1721560 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1721788.750000 Penalty: 3102.899902
	Iteration 5Q: 3 clusters Score -1721789 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1722110.625000 Penalty: 3102.899902
	Iteration 6Q: 3 clusters Score -1722111 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1722580.000000 Penalty: 3102.899902
	Iteration 7F: 3 clusters Score -1722580 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1723197.250000 Penalty: 3102.899902
	Iteration 8F: 3 clusters Score -1723197 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1723951.500000 Penalty: 3102.899902
	Iteration 9F: 3 clusters Score -1723952 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1724661.250000 Penalty: 3102.899902
	Iteration 10F: 3 clusters Score -1724661 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -1725169.125000 Penalty: 3102.899902
	Iteration 11Q: 3 clusters Score -1725169 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1725458.625000 Penalty: 3102.899902
	Iteration 12Q: 3 clusters Score -1725459 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1725640.250000 Penalty: 3102.899902
	Iteration 13Q: 3 clusters Score -1725640 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1725752.250000 Penalty: 3102.899902
	Iteration 14Q: 3 clusters Score -1725752 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1725793.875000 Penalty: 3102.899902
	Iteration 15Q: 3 clusters Score -1725794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1725821.250000 Penalty: 3102.899902
	Iteration 16Q: 3 clusters Score -1725821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1725851.000000 Penalty: 3102.899902
	Iteration 17Q: 3 clusters Score -1725851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1725868.750000 Penalty: 3102.899902
	Iteration 18Q: 3 clusters Score -1725869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1725882.000000 Penalty: 3102.899902
	Iteration 19Q: 3 clusters Score -1725882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1725887.375000 Penalty: 3102.899902
	Iteration 20F: 3 clusters Score -1725887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1725890.500000 Penalty: 3102.899902
	Iteration 21Q: 3 clusters Score -1725890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1725891.875000 Penalty: 3102.899902
	Iteration 22Q: 3 clusters Score -1725892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1725897.375000 Penalty: 3102.899902
	Iteration 23Q: 3 clusters Score -1725897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1725900.750000 Penalty: 3102.899902
	Iteration 24Q: 3 clusters Score -1725901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1725903.875000 Penalty: 3102.899902
	Iteration 25Q: 3 clusters Score -1725904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1725904.750000 Penalty: 3102.899902
	Iteration 26Q: 3 clusters Score -1725905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1725904.750000 Penalty: 3102.899902
	Iteration 27F: 3 clusters Score -1725905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Entering Unmasked Estep 
Score: -1842060.625000 Penalty: 1558.842773
	Iteration 0F: 2 clusters Score -1842061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1831834.000000 Penalty: 3117.685547
	Iteration 0F: 3 clusters Score -1831834 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1835225.125000 Penalty: 3117.685547
	Iteration 1F: 3 clusters Score -1835225 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1835549.000000 Penalty: 3117.685547
	Iteration 2F: 3 clusters Score -1835549 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1835926.250000 Penalty: 3117.685547
	Iteration 3F: 3 clusters Score -1835926 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1836380.875000 Penalty: 3117.685547
	Iteration 4F: 3 clusters Score -1836381 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1836947.000000 Penalty: 3117.685547
	Iteration 5F: 3 clusters Score -1836947 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1837598.250000 Penalty: 3117.685547
	Iteration 6F: 3 clusters Score -1837598 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1838198.750000 Penalty: 3117.685547
	Iteration 7F: 3 clusters Score -1838199 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1838588.375000 Penalty: 3117.685547
	Iteration 8F: 3 clusters Score -1838588 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1838814.250000 Penalty: 3117.685547
	Iteration 9Q: 3 clusters Score -1838814 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1838944.625000 Penalty: 3117.685547
	Iteration 10Q: 3 clusters Score -1838945 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1839029.250000 Penalty: 3117.685547
	Iteration 11Q: 3 clusters Score -1839029 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1839078.625000 Penalty: 3117.685547
	Iteration 12Q: 3 clusters Score -1839079 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1839095.000000 Penalty: 3117.685547
	Iteration 13Q: 3 clusters Score -1839095 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1839118.000000 Penalty: 3117.685547
	Iteration 14Q: 3 clusters Score -1839118 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1839142.250000 Penalty: 3117.685547
	Iteration 15Q: 3 clusters Score -1839142 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1839160.750000 Penalty: 3117.685547
	Iteration 16Q: 3 clusters Score -1839161 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1839172.500000 Penalty: 3117.685547
	Iteration 17Q: 3 clusters Score -1839172 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1839189.750000 Penalty: 3117.685547
	Iteration 18Q: 3 clusters Score -1839190 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1839199.000000 Penalty: 3117.685547
	Iteration 19Q: 3 clusters Score -1839199 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1839218.375000 Penalty: 3117.685547
	Iteration 20F: 3 clusters Score -1839218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1839225.125000 Penalty: 3117.685547
	Iteration 21Q: 3 clusters Score -1839225 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1839233.125000 Penalty: 3117.685547
	Iteration 22Q: 3 clusters Score -1839233 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1839245.500000 Penalty: 3117.685547
	Iteration 23Q: 3 clusters Score -1839246 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1839264.250000 Penalty: 3117.685547
	Iteration 24Q: 3 clusters Score -1839264 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1839285.000000 Penalty: 3117.685547
	Iteration 25Q: 3 clusters Score -1839285 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1839318.750000 Penalty: 3117.685547
	Iteration 26Q: 3 clusters Score -1839319 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1839349.625000 Penalty: 3117.685547
	Iteration 27Q: 3 clusters Score -1839350 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1839383.875000 Penalty: 3117.685547
	Iteration 28Q: 3 clusters Score -1839384 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1839413.250000 Penalty: 3117.685547
	Iteration 29Q: 3 clusters Score -1839413 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1839443.500000 Penalty: 3117.685547
	Iteration 30Q: 3 clusters Score -1839444 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1839474.750000 Penalty: 3117.685547
	Iteration 31Q: 3 clusters Score -1839475 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1839511.875000 Penalty: 3117.685547
	Iteration 32Q: 3 clusters Score -1839512 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1839554.250000 Penalty: 3117.685547
	Iteration 33Q: 3 clusters Score -1839554 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1839608.375000 Penalty: 3117.685547
	Iteration 34Q: 3 clusters Score -1839608 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1839669.875000 Penalty: 3117.685547
	Iteration 35Q: 3 clusters Score -1839670 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1839722.375000 Penalty: 3117.685547
	Iteration 36Q: 3 clusters Score -1839722 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1839786.500000 Penalty: 3117.685547
	Iteration 37Q: 3 clusters Score -1839786 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1839859.750000 Penalty: 3117.685547
	Iteration 38Q: 3 clusters Score -1839860 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1839947.375000 Penalty: 3117.685547
	Iteration 39Q: 3 clusters Score -1839947 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1840030.125000 Penalty: 3117.685547
	Iteration 40F: 3 clusters Score -1840030 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1840117.250000 Penalty: 3117.685547
	Iteration 41Q: 3 clusters Score -1840117 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1840199.625000 Penalty: 3117.685547
	Iteration 42Q: 3 clusters Score -1840200 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1840282.125000 Penalty: 3117.685547
	Iteration 43Q: 3 clusters Score -1840282 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1840352.250000 Penalty: 3117.685547
	Iteration 44Q: 3 clusters Score -1840352 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1840421.250000 Penalty: 3117.685547
	Iteration 45Q: 3 clusters Score -1840421 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1840468.375000 Penalty: 3117.685547
	Iteration 46Q: 3 clusters Score -1840468 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1840510.500000 Penalty: 3117.685547
	Iteration 47Q: 3 clusters Score -1840510 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1840540.125000 Penalty: 3117.685547
	Iteration 48Q: 3 clusters Score -1840540 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1840569.000000 Penalty: 3117.685547
	Iteration 49Q: 3 clusters Score -1840569 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1840593.750000 Penalty: 3117.685547
	Iteration 50Q: 3 clusters Score -1840594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1840611.500000 Penalty: 3117.685547
	Iteration 51Q: 3 clusters Score -1840612 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1840626.500000 Penalty: 3117.685547
	Iteration 52Q: 3 clusters Score -1840626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1840642.625000 Penalty: 3117.685547
	Iteration 53Q: 3 clusters Score -1840643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1840654.125000 Penalty: 3117.685547
	Iteration 54Q: 3 clusters Score -1840654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1840660.375000 Penalty: 3117.685547
	Iteration 55Q: 3 clusters Score -1840660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1840667.500000 Penalty: 3117.685547
	Iteration 56Q: 3 clusters Score -1840668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1840671.750000 Penalty: 3117.685547
	Iteration 57Q: 3 clusters Score -1840672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1840678.125000 Penalty: 3117.685547
	Iteration 58Q: 3 clusters Score -1840678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1840683.500000 Penalty: 3117.685547
	Iteration 59Q: 3 clusters Score -1840684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1840689.750000 Penalty: 3117.685547
	Iteration 60F: 3 clusters Score -1840690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1840693.875000 Penalty: 3117.685547
	Iteration 61Q: 3 clusters Score -1840694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1840704.625000 Penalty: 3117.685547
	Iteration 62Q: 3 clusters Score -1840705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1840708.500000 Penalty: 3117.685547
	Iteration 63Q: 3 clusters Score -1840708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1840710.375000 Penalty: 3117.685547
	Iteration 64Q: 3 clusters Score -1840710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1840713.500000 Penalty: 3117.685547
	Iteration 65Q: 3 clusters Score -1840714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1840716.375000 Penalty: 3117.685547
	Iteration 66Q: 3 clusters Score -1840716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1840718.375000 Penalty: 3117.685547
	Iteration 67Q: 3 clusters Score -1840718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1840717.875000 Penalty: 3117.685547
	Iteration 68Q: 3 clusters Score -1840718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1840718.500000 Penalty: 3117.685547
	Iteration 69Q: 3 clusters Score -1840718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1840718.500000 Penalty: 3117.685547
	Iteration 70F: 3 clusters Score -1840718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -546214.812500 Penalty: 1364.558472
	Iteration 0F: 2 clusters Score -546214.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -542597.937500 Penalty: 2729.116943
	Iteration 0F: 3 clusters Score -542597.9 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -543590.125000 Penalty: 2729.116943
	Iteration 1F: 3 clusters Score -543590.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -543764.875000 Penalty: 2729.116943
	Iteration 2F: 3 clusters Score -543764.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -543869.625000 Penalty: 2729.116943
	Iteration 3Q: 3 clusters Score -543869.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -543965.437500 Penalty: 2729.116943
	Iteration 4Q: 3 clusters Score -543965.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -544043.875000 Penalty: 2729.116943
	Iteration 5Q: 3 clusters Score -544043.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -544103.562500 Penalty: 2729.116943
	Iteration 6Q: 3 clusters Score -544103.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -544152.250000 Penalty: 2729.116943
	Iteration 7Q: 3 clusters Score -544152.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -544191.750000 Penalty: 2729.116943
	Iteration 8Q: 3 clusters Score -544191.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -544234.437500 Penalty: 2729.116943
	Iteration 9Q: 3 clusters Score -544234.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -544284.812500 Penalty: 2729.116943
	Iteration 10Q: 3 clusters Score -544284.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -544328.375000 Penalty: 2729.116943
	Iteration 11Q: 3 clusters Score -544328.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -544369.187500 Penalty: 2729.116943
	Iteration 12Q: 3 clusters Score -544369.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -544418.000000 Penalty: 2729.116943
	Iteration 13Q: 3 clusters Score -544418 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -544460.312500 Penalty: 2729.116943
	Iteration 14Q: 3 clusters Score -544460.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -544503.500000 Penalty: 2729.116943
	Iteration 15Q: 3 clusters Score -544503.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -544544.437500 Penalty: 2729.116943
	Iteration 16Q: 3 clusters Score -544544.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -544584.312500 Penalty: 2729.116943
	Iteration 17Q: 3 clusters Score -544584.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -544612.750000 Penalty: 2729.116943
	Iteration 18Q: 3 clusters Score -544612.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -544639.625000 Penalty: 2729.116943
	Iteration 19Q: 3 clusters Score -544639.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -544666.625000 Penalty: 2729.116943
	Iteration 20F: 3 clusters Score -544666.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -544691.937500 Penalty: 2729.116943
	Iteration 21Q: 3 clusters Score -544691.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -544710.312500 Penalty: 2729.116943
	Iteration 22Q: 3 clusters Score -544710.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -544723.375000 Penalty: 2729.116943
	Iteration 23Q: 3 clusters Score -544723.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -544739.812500 Penalty: 2729.116943
	Iteration 24Q: 3 clusters Score -544739.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -544750.812500 Penalty: 2729.116943
	Iteration 25Q: 3 clusters Score -544750.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -544760.125000 Penalty: 2729.116943
	Iteration 26Q: 3 clusters Score -544760.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -544767.937500 Penalty: 2729.116943
	Iteration 27Q: 3 clusters Score -544767.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -544775.125000 Penalty: 2729.116943
	Iteration 28Q: 3 clusters Score -544775.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -544784.625000 Penalty: 2729.116943
	Iteration 29Q: 3 clusters Score -544784.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -544790.687500 Penalty: 2729.116943
	Iteration 30Q: 3 clusters Score -544790.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -544797.000000 Penalty: 2729.116943
	Iteration 31Q: 3 clusters Score -544797 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -544802.187500 Penalty: 2729.116943
	Iteration 32Q: 3 clusters Score -544802.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -544808.250000 Penalty: 2729.116943
	Iteration 33Q: 3 clusters Score -544808.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -544816.375000 Penalty: 2729.116943
	Iteration 34Q: 3 clusters Score -544816.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -544822.937500 Penalty: 2729.116943
	Iteration 35Q: 3 clusters Score -544822.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -544832.125000 Penalty: 2729.116943
	Iteration 36Q: 3 clusters Score -544832.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -544840.375000 Penalty: 2729.116943
	Iteration 37Q: 3 clusters Score -544840.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -544846.562500 Penalty: 2729.116943
	Iteration 38Q: 3 clusters Score -544846.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -544856.187500 Penalty: 2729.116943
	Iteration 39Q: 3 clusters Score -544856.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -544865.562500 Penalty: 2729.116943
	Iteration 40F: 3 clusters Score -544865.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -544876.625000 Penalty: 2729.116943
	Iteration 41Q: 3 clusters Score -544876.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -544885.437500 Penalty: 2729.116943
	Iteration 42Q: 3 clusters Score -544885.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -544894.750000 Penalty: 2729.116943
	Iteration 43Q: 3 clusters Score -544894.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -544902.250000 Penalty: 2729.116943
	Iteration 44Q: 3 clusters Score -544902.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -544909.750000 Penalty: 2729.116943
	Iteration 45Q: 3 clusters Score -544909.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -544918.125000 Penalty: 2729.116943
	Iteration 46Q: 3 clusters Score -544918.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -544924.125000 Penalty: 2729.116943
	Iteration 47Q: 3 clusters Score -544924.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -544928.062500 Penalty: 2729.116943
	Iteration 48Q: 3 clusters Score -544928.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -544930.312500 Penalty: 2729.116943
	Iteration 49Q: 3 clusters Score -544930.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -544934.937500 Penalty: 2729.116943
	Iteration 50Q: 3 clusters Score -544934.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -544940.500000 Penalty: 2729.116943
	Iteration 51Q: 3 clusters Score -544940.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -544941.687500 Penalty: 2729.116943
	Iteration 52Q: 3 clusters Score -544941.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -544943.187500 Penalty: 2729.116943
	Iteration 53Q: 3 clusters Score -544943.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -544944.250000 Penalty: 2729.116943
	Iteration 54Q: 3 clusters Score -544944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -544947.250000 Penalty: 2729.116943
	Iteration 55Q: 3 clusters Score -544947.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -544948.500000 Penalty: 2729.116943
	Iteration 56Q: 3 clusters Score -544948.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -544950.625000 Penalty: 2729.116943
	Iteration 57Q: 3 clusters Score -544950.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -544955.562500 Penalty: 2729.116943
	Iteration 58Q: 3 clusters Score -544955.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -544960.375000 Penalty: 2729.116943
	Iteration 59Q: 3 clusters Score -544960.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -544965.812500 Penalty: 2729.116943
	Iteration 60F: 3 clusters Score -544965.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -544972.875000 Penalty: 2729.116943
	Iteration 61Q: 3 clusters Score -544972.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -544979.937500 Penalty: 2729.116943
	Iteration 62Q: 3 clusters Score -544979.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -544989.937500 Penalty: 2729.116943
	Iteration 63Q: 3 clusters Score -544989.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -544999.125000 Penalty: 2729.116943
	Iteration 64Q: 3 clusters Score -544999.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -545005.000000 Penalty: 2729.116943
	Iteration 65Q: 3 clusters Score -545005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -545016.750000 Penalty: 2729.116943
	Iteration 66Q: 3 clusters Score -545016.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -545029.687500 Penalty: 2729.116943
	Iteration 67Q: 3 clusters Score -545029.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -545044.875000 Penalty: 2729.116943
	Iteration 68Q: 3 clusters Score -545044.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -545059.000000 Penalty: 2729.116943
	Iteration 69Q: 3 clusters Score -545059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -545066.750000 Penalty: 2729.116943
	Iteration 70Q: 3 clusters Score -545066.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -545071.750000 Penalty: 2729.116943
	Iteration 71Q: 3 clusters Score -545071.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -545075.125000 Penalty: 2729.116943
	Iteration 72Q: 3 clusters Score -545075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -545077.250000 Penalty: 2729.116943
	Iteration 73Q: 3 clusters Score -545077.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -545079.625000 Penalty: 2729.116943
	Iteration 74Q: 3 clusters Score -545079.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -545082.250000 Penalty: 2729.116943
	Iteration 75Q: 3 clusters Score -545082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -545082.625000 Penalty: 2729.116943
	Iteration 76Q: 3 clusters Score -545082.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -545083.812500 Penalty: 2729.116943
	Iteration 77Q: 3 clusters Score -545083.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -545083.500000 Penalty: 2729.116943
	Iteration 78Q: 3 clusters Score -545083.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -545083.500000 Penalty: 2729.116943
	Iteration 79F: 3 clusters Score -545083.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Entering Unmasked Estep 
Score: -367381.125000 Penalty: 1299.674927
	Iteration 0F: 2 clusters Score -367381.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -364684.000000 Penalty: 2599.349854
	Iteration 0F: 3 clusters Score -364684 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -365361.093750 Penalty: 2599.349854
	Iteration 1F: 3 clusters Score -365361.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -365514.187500 Penalty: 2599.349854
	Iteration 2F: 3 clusters Score -365514.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -365597.406250 Penalty: 2599.349854
	Iteration 3F: 3 clusters Score -365597.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -365655.468750 Penalty: 2599.349854
	Iteration 4Q: 3 clusters Score -365655.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -365693.250000 Penalty: 2599.349854
	Iteration 5Q: 3 clusters Score -365693.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -365727.781250 Penalty: 2599.349854
	Iteration 6Q: 3 clusters Score -365727.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -365755.093750 Penalty: 2599.349854
	Iteration 7Q: 3 clusters Score -365755.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -365772.250000 Penalty: 2599.349854
	Iteration 8Q: 3 clusters Score -365772.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -365783.375000 Penalty: 2599.349854
	Iteration 9Q: 3 clusters Score -365783.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -365793.281250 Penalty: 2599.349854
	Iteration 10Q: 3 clusters Score -365793.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -365800.937500 Penalty: 2599.349854
	Iteration 11Q: 3 clusters Score -365800.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -365805.125000 Penalty: 2599.349854
	Iteration 12Q: 3 clusters Score -365805.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -365809.437500 Penalty: 2599.349854
	Iteration 13Q: 3 clusters Score -365809.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -365812.687500 Penalty: 2599.349854
	Iteration 14Q: 3 clusters Score -365812.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -365817.218750 Penalty: 2599.349854
	Iteration 15Q: 3 clusters Score -365817.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -365825.656250 Penalty: 2599.349854
	Iteration 16Q: 3 clusters Score -365825.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -365832.031250 Penalty: 2599.349854
	Iteration 17Q: 3 clusters Score -365832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -365838.062500 Penalty: 2599.349854
	Iteration 18Q: 3 clusters Score -365838.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -365845.968750 Penalty: 2599.349854
	Iteration 19Q: 3 clusters Score -365846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -365852.437500 Penalty: 2599.349854
	Iteration 20F: 3 clusters Score -365852.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -365856.937500 Penalty: 2599.349854
	Iteration 21Q: 3 clusters Score -365856.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -365862.343750 Penalty: 2599.349854
	Iteration 22Q: 3 clusters Score -365862.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -365866.062500 Penalty: 2599.349854
	Iteration 23Q: 3 clusters Score -365866.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -365870.343750 Penalty: 2599.349854
	Iteration 24Q: 3 clusters Score -365870.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -365873.000000 Penalty: 2599.349854
	Iteration 25Q: 3 clusters Score -365873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -365875.625000 Penalty: 2599.349854
	Iteration 26Q: 3 clusters Score -365875.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -365879.375000 Penalty: 2599.349854
	Iteration 27Q: 3 clusters Score -365879.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -365881.062500 Penalty: 2599.349854
	Iteration 28Q: 3 clusters Score -365881.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -365883.937500 Penalty: 2599.349854
	Iteration 29Q: 3 clusters Score -365883.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -365884.750000 Penalty: 2599.349854
	Iteration 30Q: 3 clusters Score -365884.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -365886.406250 Penalty: 2599.349854
	Iteration 31Q: 3 clusters Score -365886.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -365893.218750 Penalty: 2599.349854
	Iteration 32Q: 3 clusters Score -365893.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -365900.312500 Penalty: 2599.349854
	Iteration 33Q: 3 clusters Score -365900.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -365907.875000 Penalty: 2599.349854
	Iteration 34Q: 3 clusters Score -365907.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -365919.968750 Penalty: 2599.349854
	Iteration 35Q: 3 clusters Score -365920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -365934.312500 Penalty: 2599.349854
	Iteration 36Q: 3 clusters Score -365934.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -365947.781250 Penalty: 2599.349854
	Iteration 37Q: 3 clusters Score -365947.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -365956.343750 Penalty: 2599.349854
	Iteration 38Q: 3 clusters Score -365956.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -365967.937500 Penalty: 2599.349854
	Iteration 39Q: 3 clusters Score -365967.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -365977.281250 Penalty: 2599.349854
	Iteration 40F: 3 clusters Score -365977.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -365993.687500 Penalty: 2599.349854
	Iteration 41Q: 3 clusters Score -365993.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -366005.531250 Penalty: 2599.349854
	Iteration 42Q: 3 clusters Score -366005.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -366014.843750 Penalty: 2599.349854
	Iteration 43Q: 3 clusters Score -366014.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -366024.125000 Penalty: 2599.349854
	Iteration 44Q: 3 clusters Score -366024.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -366034.468750 Penalty: 2599.349854
	Iteration 45Q: 3 clusters Score -366034.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -366043.156250 Penalty: 2599.349854
	Iteration 46Q: 3 clusters Score -366043.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -366050.218750 Penalty: 2599.349854
	Iteration 47Q: 3 clusters Score -366050.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -366062.250000 Penalty: 2599.349854
	Iteration 48Q: 3 clusters Score -366062.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -366073.218750 Penalty: 2599.349854
	Iteration 49Q: 3 clusters Score -366073.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -366082.375000 Penalty: 2599.349854
	Iteration 50Q: 3 clusters Score -366082.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -366092.156250 Penalty: 2599.349854
	Iteration 51Q: 3 clusters Score -366092.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -366100.562500 Penalty: 2599.349854
	Iteration 52Q: 3 clusters Score -366100.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -366110.312500 Penalty: 2599.349854
	Iteration 53Q: 3 clusters Score -366110.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -366115.687500 Penalty: 2599.349854
	Iteration 54Q: 3 clusters Score -366115.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -366120.343750 Penalty: 2599.349854
	Iteration 55Q: 3 clusters Score -366120.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -366127.656250 Penalty: 2599.349854
	Iteration 56Q: 3 clusters Score -366127.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -366133.812500 Penalty: 2599.349854
	Iteration 57Q: 3 clusters Score -366133.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -366139.718750 Penalty: 2599.349854
	Iteration 58Q: 3 clusters Score -366139.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -366142.812500 Penalty: 2599.349854
	Iteration 59Q: 3 clusters Score -366142.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -366145.718750 Penalty: 2599.349854
	Iteration 60F: 3 clusters Score -366145.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -366147.093750 Penalty: 2599.349854
	Iteration 61Q: 3 clusters Score -366147.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -366150.187500 Penalty: 2599.349854
	Iteration 62Q: 3 clusters Score -366150.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -366150.375000 Penalty: 2599.349854
	Iteration 63Q: 3 clusters Score -366150.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -366152.500000 Penalty: 2599.349854
	Iteration 64Q: 3 clusters Score -366152.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -366154.468750 Penalty: 2599.349854
	Iteration 65Q: 3 clusters Score -366154.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -366156.500000 Penalty: 2599.349854
	Iteration 66Q: 3 clusters Score -366156.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -366160.500000 Penalty: 2599.349854
	Iteration 67Q: 3 clusters Score -366160.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -366162.500000 Penalty: 2599.349854
	Iteration 68Q: 3 clusters Score -366162.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -366163.625000 Penalty: 2599.349854
	Iteration 69Q: 3 clusters Score -366163.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -366167.156250 Penalty: 2599.349854
	Iteration 70Q: 3 clusters Score -366167.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -366168.781250 Penalty: 2599.349854
	Iteration 71Q: 3 clusters Score -366168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -366168.843750 Penalty: 2599.349854
	Iteration 72Q: 3 clusters Score -366168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -366169.125000 Penalty: 2599.349854
	Iteration 73Q: 3 clusters Score -366169.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -366171.093750 Penalty: 2599.349854
	Iteration 74Q: 3 clusters Score -366171.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -366172.812500 Penalty: 2599.349854
	Iteration 75Q: 3 clusters Score -366172.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -366174.375000 Penalty: 2599.349854
	Iteration 76Q: 3 clusters Score -366174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -366175.000000 Penalty: 2599.349854
	Iteration 77Q: 3 clusters Score -366175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -366176.437500 Penalty: 2599.349854
	Iteration 78Q: 3 clusters Score -366176.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -366176.531250 Penalty: 2599.349854
	Iteration 79Q: 3 clusters Score -366176.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -366176.500000 Penalty: 2599.349854
	Iteration 80F: 3 clusters Score -366176.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -366179.031250 Penalty: 2599.349854
	Iteration 81Q: 3 clusters Score -366179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -366181.218750 Penalty: 2599.349854
	Iteration 82Q: 3 clusters Score -366181.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -366182.062500 Penalty: 2599.349854
	Iteration 83Q: 3 clusters Score -366182.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -366183.750000 Penalty: 2599.349854
	Iteration 84Q: 3 clusters Score -366183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -366184.000000 Penalty: 2599.349854
	Iteration 85Q: 3 clusters Score -366184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -366183.875000 Penalty: 2599.349854
	Iteration 86Q: 3 clusters Score -366183.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -366183.875000 Penalty: 2599.349854
	Iteration 87F: 3 clusters Score -366183.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Entering Unmasked Estep 
Score: -302214.500000 Penalty: 1274.306519
	Iteration 0F: 2 clusters Score -302214.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -299798.875000 Penalty: 2548.613037
	Iteration 0F: 3 clusters Score -299798.9 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -300354.281250 Penalty: 2548.613037
	Iteration 1F: 3 clusters Score -300354.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -300513.375000 Penalty: 2548.613037
	Iteration 2F: 3 clusters Score -300513.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -300617.843750 Penalty: 2548.613037
	Iteration 3F: 3 clusters Score -300617.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -300702.031250 Penalty: 2548.613037
	Iteration 4Q: 3 clusters Score -300702 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -300782.593750 Penalty: 2548.613037
	Iteration 5Q: 3 clusters Score -300782.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -300846.531250 Penalty: 2548.613037
	Iteration 6Q: 3 clusters Score -300846.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -300906.031250 Penalty: 2548.613037
	Iteration 7Q: 3 clusters Score -300906 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -300954.093750 Penalty: 2548.613037
	Iteration 8Q: 3 clusters Score -300954.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -300990.125000 Penalty: 2548.613037
	Iteration 9Q: 3 clusters Score -300990.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -301027.468750 Penalty: 2548.613037
	Iteration 10Q: 3 clusters Score -301027.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -301063.781250 Penalty: 2548.613037
	Iteration 11Q: 3 clusters Score -301063.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -301089.593750 Penalty: 2548.613037
	Iteration 12Q: 3 clusters Score -301089.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -301109.218750 Penalty: 2548.613037
	Iteration 13Q: 3 clusters Score -301109.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -301128.937500 Penalty: 2548.613037
	Iteration 14Q: 3 clusters Score -301128.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -301144.875000 Penalty: 2548.613037
	Iteration 15Q: 3 clusters Score -301144.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -301156.562500 Penalty: 2548.613037
	Iteration 16Q: 3 clusters Score -301156.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -301167.687500 Penalty: 2548.613037
	Iteration 17Q: 3 clusters Score -301167.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -301187.937500 Penalty: 2548.613037
	Iteration 18Q: 3 clusters Score -301187.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -301226.312500 Penalty: 2548.613037
	Iteration 19Q: 3 clusters Score -301226.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -301267.750000 Penalty: 2548.613037
	Iteration 20F: 3 clusters Score -301267.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -301312.750000 Penalty: 2548.613037
	Iteration 21Q: 3 clusters Score -301312.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -301360.187500 Penalty: 2548.613037
	Iteration 22Q: 3 clusters Score -301360.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -301420.343750 Penalty: 2548.613037
	Iteration 23Q: 3 clusters Score -301420.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -301472.125000 Penalty: 2548.613037
	Iteration 24Q: 3 clusters Score -301472.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -301491.906250 Penalty: 2548.613037
	Iteration 25Q: 3 clusters Score -301491.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -301500.843750 Penalty: 2548.613037
	Iteration 26Q: 3 clusters Score -301500.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -301509.531250 Penalty: 2548.613037
	Iteration 27Q: 3 clusters Score -301509.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -301513.375000 Penalty: 2548.613037
	Iteration 28Q: 3 clusters Score -301513.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -301515.218750 Penalty: 2548.613037
	Iteration 29Q: 3 clusters Score -301515.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -301516.937500 Penalty: 2548.613037
	Iteration 30Q: 3 clusters Score -301516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -301518.468750 Penalty: 2548.613037
	Iteration 31Q: 3 clusters Score -301518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -301520.718750 Penalty: 2548.613037
	Iteration 32Q: 3 clusters Score -301520.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -301523.687500 Penalty: 2548.613037
	Iteration 33Q: 3 clusters Score -301523.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -301524.750000 Penalty: 2548.613037
	Iteration 34Q: 3 clusters Score -301524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -301525.500000 Penalty: 2548.613037
	Iteration 35Q: 3 clusters Score -301525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -301525.500000 Penalty: 2548.613037
	Iteration 36F: 3 clusters Score -301525.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -507533.093750 Penalty: 1355.168823
	Iteration 0F: 2 clusters Score -507533.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -504082.937500 Penalty: 2710.337646
	Iteration 0F: 3 clusters Score -504082.9 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -505079.500000 Penalty: 2710.337646
	Iteration 1F: 3 clusters Score -505079.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -505319.250000 Penalty: 2710.337646
	Iteration 2F: 3 clusters Score -505319.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -505540.656250 Penalty: 2710.337646
	Iteration 3F: 3 clusters Score -505540.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -505719.343750 Penalty: 2710.337646
	Iteration 4F: 3 clusters Score -505719.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -505943.750000 Penalty: 2710.337646
	Iteration 5F: 3 clusters Score -505943.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -506224.093750 Penalty: 2710.337646
	Iteration 6F: 3 clusters Score -506224.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -506538.656250 Penalty: 2710.337646
	Iteration 7F: 3 clusters Score -506538.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -506839.468750 Penalty: 2710.337646
	Iteration 8F: 3 clusters Score -506839.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -507052.187500 Penalty: 2710.337646
	Iteration 9Q: 3 clusters Score -507052.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -507159.312500 Penalty: 2710.337646
	Iteration 10Q: 3 clusters Score -507159.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -507188.937500 Penalty: 2710.337646
	Iteration 11Q: 3 clusters Score -507188.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -507205.500000 Penalty: 2710.337646
	Iteration 12Q: 3 clusters Score -507205.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -507213.031250 Penalty: 2710.337646
	Iteration 13Q: 3 clusters Score -507213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -507217.437500 Penalty: 2710.337646
	Iteration 14Q: 3 clusters Score -507217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -507220.093750 Penalty: 2710.337646
	Iteration 15Q: 3 clusters Score -507220.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -507222.562500 Penalty: 2710.337646
	Iteration 16Q: 3 clusters Score -507222.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -507223.593750 Penalty: 2710.337646
	Iteration 17Q: 3 clusters Score -507223.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -507223.593750 Penalty: 2710.337646
	Iteration 18F: 3 clusters Score -507223.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -1486531.125000 Penalty: 1539.901001
	Iteration 0F: 2 clusters Score -1486531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1477366.000000 Penalty: 3079.802002
	Iteration 0F: 3 clusters Score -1477366 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1480719.375000 Penalty: 3079.802002
	Iteration 1F: 3 clusters Score -1480719 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1481203.250000 Penalty: 3079.802002
	Iteration 2F: 3 clusters Score -1481203 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1481678.375000 Penalty: 3079.802002
	Iteration 3F: 3 clusters Score -1481678 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1482092.625000 Penalty: 3079.802002
	Iteration 4F: 3 clusters Score -1482093 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1482419.125000 Penalty: 3079.802002
	Iteration 5Q: 3 clusters Score -1482419 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1482686.125000 Penalty: 3079.802002
	Iteration 6Q: 3 clusters Score -1482686 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1482913.875000 Penalty: 3079.802002
	Iteration 7Q: 3 clusters Score -1482914 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1483117.750000 Penalty: 3079.802002
	Iteration 8Q: 3 clusters Score -1483118 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1483292.375000 Penalty: 3079.802002
	Iteration 9Q: 3 clusters Score -1483292 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1483464.375000 Penalty: 3079.802002
	Iteration 10Q: 3 clusters Score -1483464 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1483655.125000 Penalty: 3079.802002
	Iteration 11Q: 3 clusters Score -1483655 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1483860.000000 Penalty: 3079.802002
	Iteration 12Q: 3 clusters Score -1483860 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1484059.750000 Penalty: 3079.802002
	Iteration 13Q: 3 clusters Score -1484060 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1484278.625000 Penalty: 3079.802002
	Iteration 14Q: 3 clusters Score -1484279 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1484460.125000 Penalty: 3079.802002
	Iteration 15Q: 3 clusters Score -1484460 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1484614.500000 Penalty: 3079.802002
	Iteration 16Q: 3 clusters Score -1484614 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1484769.750000 Penalty: 3079.802002
	Iteration 17Q: 3 clusters Score -1484770 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1484913.250000 Penalty: 3079.802002
	Iteration 18Q: 3 clusters Score -1484913 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1485015.250000 Penalty: 3079.802002
	Iteration 19Q: 3 clusters Score -1485015 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1485095.000000 Penalty: 3079.802002
	Iteration 20F: 3 clusters Score -1485095 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1485148.875000 Penalty: 3079.802002
	Iteration 21Q: 3 clusters Score -1485149 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1485186.000000 Penalty: 3079.802002
	Iteration 22Q: 3 clusters Score -1485186 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1485221.000000 Penalty: 3079.802002
	Iteration 23Q: 3 clusters Score -1485221 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1485246.375000 Penalty: 3079.802002
	Iteration 24Q: 3 clusters Score -1485246 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1485275.500000 Penalty: 3079.802002
	Iteration 25Q: 3 clusters Score -1485276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1485297.750000 Penalty: 3079.802002
	Iteration 26Q: 3 clusters Score -1485298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1485311.125000 Penalty: 3079.802002
	Iteration 27Q: 3 clusters Score -1485311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1485328.750000 Penalty: 3079.802002
	Iteration 28Q: 3 clusters Score -1485329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1485341.000000 Penalty: 3079.802002
	Iteration 29Q: 3 clusters Score -1485341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1485346.625000 Penalty: 3079.802002
	Iteration 30Q: 3 clusters Score -1485347 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1485357.125000 Penalty: 3079.802002
	Iteration 31Q: 3 clusters Score -1485357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1485365.500000 Penalty: 3079.802002
	Iteration 32Q: 3 clusters Score -1485366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1485367.625000 Penalty: 3079.802002
	Iteration 33Q: 3 clusters Score -1485368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1485378.000000 Penalty: 3079.802002
	Iteration 34Q: 3 clusters Score -1485378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1485377.625000 Penalty: 3079.802002
	Iteration 35Q: 3 clusters Score -1485378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1485381.625000 Penalty: 3079.802002
	Iteration 36Q: 3 clusters Score -1485382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1485384.000000 Penalty: 3079.802002
	Iteration 37Q: 3 clusters Score -1485384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1485384.500000 Penalty: 3079.802002
	Iteration 38Q: 3 clusters Score -1485384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1485389.125000 Penalty: 3079.802002
	Iteration 39Q: 3 clusters Score -1485389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1485386.750000 Penalty: 3079.802002
	Iteration 40F: 3 clusters Score -1485387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1485388.625000 Penalty: 3079.802002
	Iteration 41Q: 3 clusters Score -1485389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1485389.250000 Penalty: 3079.802002
	Iteration 42Q: 3 clusters Score -1485389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1485390.500000 Penalty: 3079.802002
	Iteration 43Q: 3 clusters Score -1485390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1485390.875000 Penalty: 3079.802002
	Iteration 44Q: 3 clusters Score -1485391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1485390.250000 Penalty: 3079.802002
	Iteration 45Q: 3 clusters Score -1485390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1485389.125000 Penalty: 3079.802002
	Iteration 46Q: 3 clusters Score -1485389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1485390.625000 Penalty: 3079.802002
	Iteration 47Q: 3 clusters Score -1485391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1485390.625000 Penalty: 3079.802002
	Iteration 48F: 3 clusters Score -1485391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Entering Unmasked Estep 
Score: -1065300.625000 Penalty: 1475.815063
	Iteration 0F: 2 clusters Score -1065301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1058932.375000 Penalty: 2951.630127
	Iteration 0F: 3 clusters Score -1058932 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1060989.250000 Penalty: 2951.630127
	Iteration 1F: 3 clusters Score -1060989 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1061426.875000 Penalty: 2951.630127
	Iteration 2F: 3 clusters Score -1061427 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1062087.125000 Penalty: 2951.630127
	Iteration 3F: 3 clusters Score -1062087 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1062984.250000 Penalty: 2951.630127
	Iteration 4F: 3 clusters Score -1062984 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1063830.500000 Penalty: 2951.630127
	Iteration 5F: 3 clusters Score -1063830 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1064339.750000 Penalty: 2951.630127
	Iteration 6F: 3 clusters Score -1064340 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1064625.125000 Penalty: 2951.630127
	Iteration 7Q: 3 clusters Score -1064625 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1064768.375000 Penalty: 2951.630127
	Iteration 8Q: 3 clusters Score -1064768 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1064846.250000 Penalty: 2951.630127
	Iteration 9Q: 3 clusters Score -1064846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1064892.250000 Penalty: 2951.630127
	Iteration 10Q: 3 clusters Score -1064892 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1064931.625000 Penalty: 2951.630127
	Iteration 11Q: 3 clusters Score -1064932 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1064955.125000 Penalty: 2951.630127
	Iteration 12Q: 3 clusters Score -1064955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1064975.250000 Penalty: 2951.630127
	Iteration 13Q: 3 clusters Score -1064975 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1064993.250000 Penalty: 2951.630127
	Iteration 14Q: 3 clusters Score -1064993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1065002.625000 Penalty: 2951.630127
	Iteration 15Q: 3 clusters Score -1065003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1065011.125000 Penalty: 2951.630127
	Iteration 16Q: 3 clusters Score -1065011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1065019.375000 Penalty: 2951.630127
	Iteration 17Q: 3 clusters Score -1065019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1065024.375000 Penalty: 2951.630127
	Iteration 18Q: 3 clusters Score -1065024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1065026.250000 Penalty: 2951.630127
	Iteration 19Q: 3 clusters Score -1065026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1065029.125000 Penalty: 2951.630127
	Iteration 20F: 3 clusters Score -1065029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1065032.125000 Penalty: 2951.630127
	Iteration 21Q: 3 clusters Score -1065032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1065034.500000 Penalty: 2951.630127
	Iteration 22Q: 3 clusters Score -1065034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1065036.250000 Penalty: 2951.630127
	Iteration 23Q: 3 clusters Score -1065036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1065036.250000 Penalty: 2951.630127
	Iteration 24Q: 3 clusters Score -1065036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1065039.375000 Penalty: 2951.630127
	Iteration 25Q: 3 clusters Score -1065039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1065041.875000 Penalty: 2951.630127
	Iteration 26Q: 3 clusters Score -1065042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1065045.500000 Penalty: 2951.630127
	Iteration 27Q: 3 clusters Score -1065046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1065046.250000 Penalty: 2951.630127
	Iteration 28Q: 3 clusters Score -1065046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1065046.250000 Penalty: 2951.630127
	Iteration 29Q: 3 clusters Score -1065046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1065050.375000 Penalty: 2951.630127
	Iteration 30Q: 3 clusters Score -1065050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1065051.000000 Penalty: 2951.630127
	Iteration 31Q: 3 clusters Score -1065051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1065050.625000 Penalty: 2951.630127
	Iteration 32Q: 3 clusters Score -1065051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1065052.125000 Penalty: 2951.630127
	Iteration 33Q: 3 clusters Score -1065052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1065052.125000 Penalty: 2951.630127
	Iteration 34F: 3 clusters Score -1065052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Entering Unmasked Estep 
Score: -415489.093750 Penalty: 1320.030029
	Iteration 0F: 2 clusters Score -415489.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -412571.281250 Penalty: 2640.060059
	Iteration 0F: 3 clusters Score -412571.3 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -413270.968750 Penalty: 2640.060059
	Iteration 1F: 3 clusters Score -413271 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -413445.062500 Penalty: 2640.060059
	Iteration 2F: 3 clusters Score -413445.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -413604.687500 Penalty: 2640.060059
	Iteration 3F: 3 clusters Score -413604.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -413739.750000 Penalty: 2640.060059
	Iteration 4F: 3 clusters Score -413739.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -413871.968750 Penalty: 2640.060059
	Iteration 5Q: 3 clusters Score -413872 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -414005.687500 Penalty: 2640.060059
	Iteration 6Q: 3 clusters Score -414005.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -414131.406250 Penalty: 2640.060059
	Iteration 7Q: 3 clusters Score -414131.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -414239.312500 Penalty: 2640.060059
	Iteration 8Q: 3 clusters Score -414239.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -414337.781250 Penalty: 2640.060059
	Iteration 9Q: 3 clusters Score -414337.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -414421.281250 Penalty: 2640.060059
	Iteration 10Q: 3 clusters Score -414421.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -414503.375000 Penalty: 2640.060059
	Iteration 11Q: 3 clusters Score -414503.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -414603.812500 Penalty: 2640.060059
	Iteration 12Q: 3 clusters Score -414603.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -414670.500000 Penalty: 2640.060059
	Iteration 13Q: 3 clusters Score -414670.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -414735.843750 Penalty: 2640.060059
	Iteration 14Q: 3 clusters Score -414735.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -414809.093750 Penalty: 2640.060059
	Iteration 15Q: 3 clusters Score -414809.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -414856.750000 Penalty: 2640.060059
	Iteration 16Q: 3 clusters Score -414856.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -414879.781250 Penalty: 2640.060059
	Iteration 17Q: 3 clusters Score -414879.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -414896.406250 Penalty: 2640.060059
	Iteration 18Q: 3 clusters Score -414896.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -414905.375000 Penalty: 2640.060059
	Iteration 19Q: 3 clusters Score -414905.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -414910.906250 Penalty: 2640.060059
	Iteration 20F: 3 clusters Score -414910.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -414914.437500 Penalty: 2640.060059
	Iteration 21Q: 3 clusters Score -414914.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -414920.250000 Penalty: 2640.060059
	Iteration 22Q: 3 clusters Score -414920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -414923.437500 Penalty: 2640.060059
	Iteration 23Q: 3 clusters Score -414923.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -414925.593750 Penalty: 2640.060059
	Iteration 24Q: 3 clusters Score -414925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -414926.406250 Penalty: 2640.060059
	Iteration 25Q: 3 clusters Score -414926.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -414927.750000 Penalty: 2640.060059
	Iteration 26Q: 3 clusters Score -414927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -414928.156250 Penalty: 2640.060059
	Iteration 27Q: 3 clusters Score -414928.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -414930.281250 Penalty: 2640.060059
	Iteration 28Q: 3 clusters Score -414930.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -414933.406250 Penalty: 2640.060059
	Iteration 29Q: 3 clusters Score -414933.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -414936.875000 Penalty: 2640.060059
	Iteration 30Q: 3 clusters Score -414936.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -414942.062500 Penalty: 2640.060059
	Iteration 31Q: 3 clusters Score -414942.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -414944.531250 Penalty: 2640.060059
	Iteration 32Q: 3 clusters Score -414944.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -414946.406250 Penalty: 2640.060059
	Iteration 33Q: 3 clusters Score -414946.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -414948.281250 Penalty: 2640.060059
	Iteration 34Q: 3 clusters Score -414948.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -414950.000000 Penalty: 2640.060059
	Iteration 35Q: 3 clusters Score -414950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -414950.593750 Penalty: 2640.060059
	Iteration 36Q: 3 clusters Score -414950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -414951.187500 Penalty: 2640.060059
	Iteration 37Q: 3 clusters Score -414951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -414952.406250 Penalty: 2640.060059
	Iteration 38Q: 3 clusters Score -414952.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -414953.125000 Penalty: 2640.060059
	Iteration 39Q: 3 clusters Score -414953.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -414954.406250 Penalty: 2640.060059
	Iteration 40F: 3 clusters Score -414954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -414957.593750 Penalty: 2640.060059
	Iteration 41Q: 3 clusters Score -414957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -414959.281250 Penalty: 2640.060059
	Iteration 42Q: 3 clusters Score -414959.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -414960.843750 Penalty: 2640.060059
	Iteration 43Q: 3 clusters Score -414960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -414962.343750 Penalty: 2640.060059
	Iteration 44Q: 3 clusters Score -414962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -414963.218750 Penalty: 2640.060059
	Iteration 45Q: 3 clusters Score -414963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -414965.468750 Penalty: 2640.060059
	Iteration 46Q: 3 clusters Score -414965.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -414966.312500 Penalty: 2640.060059
	Iteration 47Q: 3 clusters Score -414966.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -414966.281250 Penalty: 2640.060059
	Iteration 48Q: 3 clusters Score -414966.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -414967.781250 Penalty: 2640.060059
	Iteration 49Q: 3 clusters Score -414967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -414969.843750 Penalty: 2640.060059
	Iteration 50Q: 3 clusters Score -414969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -414971.593750 Penalty: 2640.060059
	Iteration 51Q: 3 clusters Score -414971.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -414972.875000 Penalty: 2640.060059
	Iteration 52Q: 3 clusters Score -414972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -414974.062500 Penalty: 2640.060059
	Iteration 53Q: 3 clusters Score -414974.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -414974.843750 Penalty: 2640.060059
	Iteration 54Q: 3 clusters Score -414974.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -414976.937500 Penalty: 2640.060059
	Iteration 55Q: 3 clusters Score -414976.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -414979.875000 Penalty: 2640.060059
	Iteration 56Q: 3 clusters Score -414979.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -414983.468750 Penalty: 2640.060059
	Iteration 57Q: 3 clusters Score -414983.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -414985.500000 Penalty: 2640.060059
	Iteration 58Q: 3 clusters Score -414985.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -414988.562500 Penalty: 2640.060059
	Iteration 59Q: 3 clusters Score -414988.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -414991.218750 Penalty: 2640.060059
	Iteration 60F: 3 clusters Score -414991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -414993.218750 Penalty: 2640.060059
	Iteration 61Q: 3 clusters Score -414993.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -414995.250000 Penalty: 2640.060059
	Iteration 62Q: 3 clusters Score -414995.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -414998.843750 Penalty: 2640.060059
	Iteration 63Q: 3 clusters Score -414998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -415001.687500 Penalty: 2640.060059
	Iteration 64Q: 3 clusters Score -415001.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -415002.062500 Penalty: 2640.060059
	Iteration 65Q: 3 clusters Score -415002.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -415001.906250 Penalty: 2640.060059
	Iteration 66Q: 3 clusters Score -415001.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -415001.906250 Penalty: 2640.060059
	Iteration 67Q: 3 clusters Score -415001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -415003.281250 Penalty: 2640.060059
	Iteration 68Q: 3 clusters Score -415003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -415003.750000 Penalty: 2640.060059
	Iteration 69Q: 3 clusters Score -415003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -415005.468750 Penalty: 2640.060059
	Iteration 70Q: 3 clusters Score -415005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -415005.687500 Penalty: 2640.060059
	Iteration 71Q: 3 clusters Score -415005.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -415006.750000 Penalty: 2640.060059
	Iteration 72Q: 3 clusters Score -415006.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -415006.750000 Penalty: 2640.060059
	Iteration 73F: 3 clusters Score -415006.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Entering Unmasked Estep 
Score: -1050168.500000 Penalty: 1469.158325
	Iteration 0F: 2 clusters Score -1050168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1043939.312500 Penalty: 2938.316650
	Iteration 0F: 3 clusters Score -1043939 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1045846.562500 Penalty: 2938.316650
	Iteration 1F: 3 clusters Score -1045847 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1046047.062500 Penalty: 2938.316650
	Iteration 2F: 3 clusters Score -1046047 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1046217.000000 Penalty: 2938.316650
	Iteration 3Q: 3 clusters Score -1046217 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1046335.500000 Penalty: 2938.316650
	Iteration 4Q: 3 clusters Score -1046336 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1046433.875000 Penalty: 2938.316650
	Iteration 5Q: 3 clusters Score -1046434 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1046528.812500 Penalty: 2938.316650
	Iteration 6Q: 3 clusters Score -1046529 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1046611.437500 Penalty: 2938.316650
	Iteration 7Q: 3 clusters Score -1046611 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1046698.125000 Penalty: 2938.316650
	Iteration 8Q: 3 clusters Score -1046698 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1046790.312500 Penalty: 2938.316650
	Iteration 9Q: 3 clusters Score -1046790 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1046915.937500 Penalty: 2938.316650
	Iteration 10Q: 3 clusters Score -1046916 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1047073.562500 Penalty: 2938.316650
	Iteration 11Q: 3 clusters Score -1047074 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1047272.750000 Penalty: 2938.316650
	Iteration 12Q: 3 clusters Score -1047273 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1047481.812500 Penalty: 2938.316650
	Iteration 13Q: 3 clusters Score -1047482 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1047723.187500 Penalty: 2938.316650
	Iteration 14Q: 3 clusters Score -1047723 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1047966.687500 Penalty: 2938.316650
	Iteration 15Q: 3 clusters Score -1047967 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1048163.000000 Penalty: 2938.316650
	Iteration 16Q: 3 clusters Score -1048163 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1048340.312500 Penalty: 2938.316650
	Iteration 17Q: 3 clusters Score -1048340 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1048466.687500 Penalty: 2938.316650
	Iteration 18Q: 3 clusters Score -1048467 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1048578.750000 Penalty: 2938.316650
	Iteration 19Q: 3 clusters Score -1048579 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1048672.750000 Penalty: 2938.316650
	Iteration 20F: 3 clusters Score -1048673 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1048728.000000 Penalty: 2938.316650
	Iteration 21Q: 3 clusters Score -1048728 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1048773.500000 Penalty: 2938.316650
	Iteration 22Q: 3 clusters Score -1048774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1048803.875000 Penalty: 2938.316650
	Iteration 23Q: 3 clusters Score -1048804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1048824.375000 Penalty: 2938.316650
	Iteration 24Q: 3 clusters Score -1048824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1048837.250000 Penalty: 2938.316650
	Iteration 25Q: 3 clusters Score -1048837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1048848.125000 Penalty: 2938.316650
	Iteration 26Q: 3 clusters Score -1048848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1048852.000000 Penalty: 2938.316650
	Iteration 27Q: 3 clusters Score -1048852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1048856.750000 Penalty: 2938.316650
	Iteration 28Q: 3 clusters Score -1048857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1048859.250000 Penalty: 2938.316650
	Iteration 29Q: 3 clusters Score -1048859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1048864.750000 Penalty: 2938.316650
	Iteration 30Q: 3 clusters Score -1048865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -1048869.000000 Penalty: 2938.316650
	Iteration 31Q: 3 clusters Score -1048869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1048869.125000 Penalty: 2938.316650
	Iteration 32Q: 3 clusters Score -1048869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1048868.750000 Penalty: 2938.316650
	Iteration 33Q: 3 clusters Score -1048869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1048870.125000 Penalty: 2938.316650
	Iteration 34Q: 3 clusters Score -1048870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1048871.375000 Penalty: 2938.316650
	Iteration 35Q: 3 clusters Score -1048871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1048871.375000 Penalty: 2938.316650
	Iteration 36F: 3 clusters Score -1048871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Entering Unmasked Estep 
Score: -634625.125000 Penalty: 1393.052002
	Iteration 0F: 2 clusters Score -634625.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -630495.812500 Penalty: 2786.104004
	Iteration 0F: 3 clusters Score -630495.8 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -632307.000000 Penalty: 2786.104004
	Iteration 1F: 3 clusters Score -632307 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -633152.625000 Penalty: 2786.104004
	Iteration 2F: 3 clusters Score -633152.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -633786.187500 Penalty: 2786.104004
	Iteration 3F: 3 clusters Score -633786.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -634073.937500 Penalty: 2786.104004
	Iteration 4F: 3 clusters Score -634073.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -634248.687500 Penalty: 2786.104004
	Iteration 5Q: 3 clusters Score -634248.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -634362.250000 Penalty: 2786.104004
	Iteration 6Q: 3 clusters Score -634362.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -634432.937500 Penalty: 2786.104004
	Iteration 7Q: 3 clusters Score -634432.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -634485.000000 Penalty: 2786.104004
	Iteration 8Q: 3 clusters Score -634485 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -634516.000000 Penalty: 2786.104004
	Iteration 9Q: 3 clusters Score -634516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -634546.312500 Penalty: 2786.104004
	Iteration 10Q: 3 clusters Score -634546.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -634560.625000 Penalty: 2786.104004
	Iteration 11Q: 3 clusters Score -634560.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -634573.125000 Penalty: 2786.104004
	Iteration 12Q: 3 clusters Score -634573.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -634583.812500 Penalty: 2786.104004
	Iteration 13Q: 3 clusters Score -634583.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -634590.375000 Penalty: 2786.104004
	Iteration 14Q: 3 clusters Score -634590.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -634595.562500 Penalty: 2786.104004
	Iteration 15Q: 3 clusters Score -634595.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -634601.750000 Penalty: 2786.104004
	Iteration 16Q: 3 clusters Score -634601.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -634606.812500 Penalty: 2786.104004
	Iteration 17Q: 3 clusters Score -634606.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -634613.437500 Penalty: 2786.104004
	Iteration 18Q: 3 clusters Score -634613.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -634617.875000 Penalty: 2786.104004
	Iteration 19Q: 3 clusters Score -634617.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -634622.187500 Penalty: 2786.104004
	Iteration 20F: 3 clusters Score -634622.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -634625.875000 Penalty: 2786.104004
	Iteration 21Q: 3 clusters Score -634625.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -634628.937500 Penalty: 2786.104004
	Iteration 22Q: 3 clusters Score -634628.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -634632.000000 Penalty: 2786.104004
	Iteration 23Q: 3 clusters Score -634632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -634635.250000 Penalty: 2786.104004
	Iteration 24Q: 3 clusters Score -634635.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -634635.687500 Penalty: 2786.104004
	Iteration 25Q: 3 clusters Score -634635.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -634636.125000 Penalty: 2786.104004
	Iteration 26Q: 3 clusters Score -634636.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -634636.375000 Penalty: 2786.104004
	Iteration 27Q: 3 clusters Score -634636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -634636.937500 Penalty: 2786.104004
	Iteration 28Q: 3 clusters Score -634636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -634636.750000 Penalty: 2786.104004
	Iteration 29Q: 3 clusters Score -634636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -634635.937500 Penalty: 2786.104004
	Iteration 30Q: 3 clusters Score -634635.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -634638.500000 Penalty: 2786.104004
	Iteration 31Q: 3 clusters Score -634638.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -634638.250000 Penalty: 2786.104004
	Iteration 32Q: 3 clusters Score -634638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -634638.687500 Penalty: 2786.104004
	Iteration 33Q: 3 clusters Score -634638.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -634640.500000 Penalty: 2786.104004
	Iteration 34Q: 3 clusters Score -634640.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -634640.750000 Penalty: 2786.104004
	Iteration 35Q: 3 clusters Score -634640.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -634642.125000 Penalty: 2786.104004
	Iteration 36Q: 3 clusters Score -634642.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -634642.000000 Penalty: 2786.104004
	Iteration 37Q: 3 clusters Score -634642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -634642.312500 Penalty: 2786.104004
	Iteration 38Q: 3 clusters Score -634642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -634642.312500 Penalty: 2786.104004
	Iteration 39F: 3 clusters Score -634642.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 71862 members 
Mstep: Class 3 contains 58805 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2867 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46229 members 
Mstep: Class 10 contains 33468 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 1549 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 18158 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13047 members 
Mstep: Class 26 contains 8795 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 2981 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28131 members 
Mstep: Class 32 contains 583 members 
Mstep: Class 33 contains 2304 members 
Entering Unmasked Estep 
Score: -48244104.000000 Penalty: 69198.960938
Splitting cluster 29 changes total score from -48244384.000000 to -48244104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -197751.265625 Penalty: 1198.275269
	Iteration 0F: 2 clusters Score -197751.3 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 795 members 
Entering Unmasked Estep 
Score: -195882.843750 Penalty: 2396.550537
	Iteration 0F: 3 clusters Score -195882.8 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -196246.515625 Penalty: 2396.550537
	Iteration 1F: 3 clusters Score -196246.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -196331.515625 Penalty: 2396.550537
	Iteration 2F: 3 clusters Score -196331.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -196388.593750 Penalty: 2396.550537
	Iteration 3Q: 3 clusters Score -196388.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -196446.890625 Penalty: 2396.550537
	Iteration 4Q: 3 clusters Score -196446.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -196507.828125 Penalty: 2396.550537
	Iteration 5Q: 3 clusters Score -196507.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -196589.734375 Penalty: 2396.550537
	Iteration 6Q: 3 clusters Score -196589.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -196682.765625 Penalty: 2396.550537
	Iteration 7Q: 3 clusters Score -196682.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -196786.390625 Penalty: 2396.550537
	Iteration 8Q: 3 clusters Score -196786.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -196878.953125 Penalty: 2396.550537
	Iteration 9Q: 3 clusters Score -196879 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -196972.828125 Penalty: 2396.550537
	Iteration 10Q: 3 clusters Score -196972.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -197049.421875 Penalty: 2396.550537
	Iteration 11Q: 3 clusters Score -197049.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -197103.343750 Penalty: 2396.550537
	Iteration 12Q: 3 clusters Score -197103.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -197141.437500 Penalty: 2396.550537
	Iteration 13Q: 3 clusters Score -197141.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -197159.796875 Penalty: 2396.550537
	Iteration 14Q: 3 clusters Score -197159.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -197179.656250 Penalty: 2396.550537
	Iteration 15Q: 3 clusters Score -197179.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -197194.718750 Penalty: 2396.550537
	Iteration 16Q: 3 clusters Score -197194.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -197205.156250 Penalty: 2396.550537
	Iteration 17Q: 3 clusters Score -197205.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -197206.078125 Penalty: 2396.550537
	Iteration 18Q: 3 clusters Score -197206.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -197206.078125 Penalty: 2396.550537
	Iteration 19F: 3 clusters Score -197206.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Entering Unmasked Estep 
Score: -3503128.750000 Penalty: 1664.751831
	Iteration 0F: 2 clusters Score -3503129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -3484237.750000 Penalty: 3329.503662
	Iteration 0F: 3 clusters Score -3484238 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -3491300.250000 Penalty: 3329.503662
	Iteration 1F: 3 clusters Score -3491300 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3491645.000000 Penalty: 3329.503662
	Iteration 2Q: 3 clusters Score -3491645 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3491988.750000 Penalty: 3329.503662
	Iteration 3Q: 3 clusters Score -3491989 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3492348.500000 Penalty: 3329.503662
	Iteration 4Q: 3 clusters Score -3492348 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -3492835.250000 Penalty: 3329.503662
	Iteration 5Q: 3 clusters Score -3492835 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -3493454.250000 Penalty: 3329.503662
	Iteration 6Q: 3 clusters Score -3493454 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -3494157.000000 Penalty: 3329.503662
	Iteration 7F: 3 clusters Score -3494157 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3494964.500000 Penalty: 3329.503662
	Iteration 8F: 3 clusters Score -3494964 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -3495800.000000 Penalty: 3329.503662
	Iteration 9F: 3 clusters Score -3495800 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -3496615.000000 Penalty: 3329.503662
	Iteration 10F: 3 clusters Score -3496615 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3497331.500000 Penalty: 3329.503662
	Iteration 11Q: 3 clusters Score -3497332 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3497986.750000 Penalty: 3329.503662
	Iteration 12Q: 3 clusters Score -3497987 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -3498621.500000 Penalty: 3329.503662
	Iteration 13Q: 3 clusters Score -3498622 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -3499260.000000 Penalty: 3329.503662
	Iteration 14Q: 3 clusters Score -3499260 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -3499802.000000 Penalty: 3329.503662
	Iteration 15Q: 3 clusters Score -3499802 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3500287.250000 Penalty: 3329.503662
	Iteration 16Q: 3 clusters Score -3500287 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3500659.750000 Penalty: 3329.503662
	Iteration 17Q: 3 clusters Score -3500660 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3500930.250000 Penalty: 3329.503662
	Iteration 18Q: 3 clusters Score -3500930 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3501133.750000 Penalty: 3329.503662
	Iteration 19Q: 3 clusters Score -3501134 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3501265.000000 Penalty: 3329.503662
	Iteration 20F: 3 clusters Score -3501265 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3501370.750000 Penalty: 3329.503662
	Iteration 21Q: 3 clusters Score -3501371 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3501445.250000 Penalty: 3329.503662
	Iteration 22Q: 3 clusters Score -3501445 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3501507.000000 Penalty: 3329.503662
	Iteration 23Q: 3 clusters Score -3501507 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3501559.250000 Penalty: 3329.503662
	Iteration 24Q: 3 clusters Score -3501559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27638 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3501589.500000 Penalty: 3329.503662
	Iteration 25Q: 3 clusters Score -3501590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3501619.500000 Penalty: 3329.503662
	Iteration 26Q: 3 clusters Score -3501620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -3501630.500000 Penalty: 3329.503662
	Iteration 27Q: 3 clusters Score -3501630 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3501640.750000 Penalty: 3329.503662
	Iteration 28Q: 3 clusters Score -3501641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3501656.250000 Penalty: 3329.503662
	Iteration 29Q: 3 clusters Score -3501656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3501672.500000 Penalty: 3329.503662
	Iteration 30Q: 3 clusters Score -3501672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3501676.250000 Penalty: 3329.503662
	Iteration 31Q: 3 clusters Score -3501676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3501686.250000 Penalty: 3329.503662
	Iteration 32Q: 3 clusters Score -3501686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3501687.000000 Penalty: 3329.503662
	Iteration 33Q: 3 clusters Score -3501687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3501698.000000 Penalty: 3329.503662
	Iteration 34Q: 3 clusters Score -3501698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3501699.250000 Penalty: 3329.503662
	Iteration 35Q: 3 clusters Score -3501699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3501700.500000 Penalty: 3329.503662
	Iteration 36Q: 3 clusters Score -3501700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3501705.000000 Penalty: 3329.503662
	Iteration 37Q: 3 clusters Score -3501705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3501710.250000 Penalty: 3329.503662
	Iteration 38Q: 3 clusters Score -3501710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3501716.000000 Penalty: 3329.503662
	Iteration 39Q: 3 clusters Score -3501716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3501716.000000 Penalty: 3329.503662
	Iteration 40F: 3 clusters Score -3501716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 71862 members 
Mstep: Class 3 contains 58805 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10553 members 
Mstep: Class 7 contains 2867 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46229 members 
Mstep: Class 10 contains 33468 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 1549 members 
Mstep: Class 13 contains 6018 members 
Mstep: Class 14 contains 18158 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2545 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13047 members 
Mstep: Class 26 contains 8795 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5285 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244928.000000 Penalty: 67102.023438
Iteration 119Q: 33 clusters Score -4.824493e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 71865 members 
Mstep: Class 3 contains 58802 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10552 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 46230 members 
Mstep: Class 10 contains 33467 members 
Mstep: Class 11 contains 1961 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 6019 members 
Mstep: Class 14 contains 18159 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12193 members 
Mstep: Class 19 contains 14009 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13049 members 
Mstep: Class 26 contains 8795 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5178 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28132 members 
Mstep: Class 32 contains 572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244980.000000 Penalty: 67102.023438
Iteration 120F: 33 clusters Score -4.824498e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 71868 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10551 members 
Mstep: Class 7 contains 2882 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 46228 members 
Mstep: Class 10 contains 33467 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1695 members 
Mstep: Class 13 contains 6022 members 
Mstep: Class 14 contains 18159 members 
Mstep: Class 15 contains 2449 members 
Mstep: Class 16 contains 640 members 
Mstep: Class 17 contains 3227 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 14008 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13051 members 
Mstep: Class 26 contains 8793 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 5125 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28133 members 
Mstep: Class 32 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245172.000000 Penalty: 67102.023438
Iteration 121Q: 33 clusters Score -4.824517e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 71862 members 
Mstep: Class 3 contains 58801 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10551 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 8 contains 5856 members 
Mstep: Class 9 contains 46225 members 
Mstep: Class 10 contains 33468 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 6028 members 
Mstep: Class 14 contains 18159 members 
Mstep: Class 15 contains 2451 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 18 contains 12189 members 
Mstep: Class 19 contains 14007 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2568 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13056 members 
Mstep: Class 26 contains 8799 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8441 members 
Mstep: Class 29 contains 5089 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28129 members 
Mstep: Class 32 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245216.000000 Penalty: 67102.023438
Iteration 122Q: 33 clusters Score -4.824522e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 71851 members 
Mstep: Class 3 contains 58799 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10551 members 
Mstep: Class 7 contains 2887 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 46222 members 
Mstep: Class 10 contains 33471 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 6026 members 
Mstep: Class 14 contains 18159 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 12186 members 
Mstep: Class 19 contains 14004 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2575 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13064 members 
Mstep: Class 26 contains 8811 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 5069 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28129 members 
Mstep: Class 32 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245232.000000 Penalty: 67102.023438
Iteration 123Q: 33 clusters Score -4.824523e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 71846 members 
Mstep: Class 3 contains 58796 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10551 members 
Mstep: Class 7 contains 2891 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 46219 members 
Mstep: Class 10 contains 33473 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1774 members 
Mstep: Class 13 contains 6025 members 
Mstep: Class 14 contains 18160 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 3224 members 
Mstep: Class 18 contains 12185 members 
Mstep: Class 19 contains 14002 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13066 members 
Mstep: Class 26 contains 8815 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8438 members 
Mstep: Class 29 contains 5053 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28128 members 
Mstep: Class 32 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245208.000000 Penalty: 67102.023438
Iteration 124Q: 33 clusters Score -4.824521e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 71845 members 
Mstep: Class 3 contains 58794 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10550 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 46215 members 
Mstep: Class 10 contains 33475 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1790 members 
Mstep: Class 13 contains 6026 members 
Mstep: Class 14 contains 18161 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 12186 members 
Mstep: Class 19 contains 14001 members 
Mstep: Class 20 contains 14661 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13068 members 
Mstep: Class 26 contains 8817 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 5043 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28124 members 
Mstep: Class 32 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245232.000000 Penalty: 67102.023438
Iteration 125Q: 33 clusters Score -4.824523e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 58794 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 46209 members 
Mstep: Class 10 contains 33481 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 18161 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 3221 members 
Mstep: Class 18 contains 12186 members 
Mstep: Class 19 contains 14002 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2582 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13072 members 
Mstep: Class 26 contains 8819 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 5030 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28123 members 
Mstep: Class 32 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245180.000000 Penalty: 67102.023438
Iteration 126Q: 33 clusters Score -4.824518e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 71842 members 
Mstep: Class 3 contains 58792 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 2893 members 
Mstep: Class 8 contains 5852 members 
Mstep: Class 9 contains 46204 members 
Mstep: Class 10 contains 33484 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 6026 members 
Mstep: Class 14 contains 18161 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 3222 members 
Mstep: Class 18 contains 12187 members 
Mstep: Class 19 contains 14001 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2585 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13076 members 
Mstep: Class 26 contains 8821 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 5019 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28123 members 
Mstep: Class 32 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245256.000000 Penalty: 67102.023438
Iteration 127Q: 33 clusters Score -4.824526e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 71840 members 
Mstep: Class 3 contains 58794 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 8 contains 5852 members 
Mstep: Class 9 contains 46199 members 
Mstep: Class 10 contains 33487 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 18161 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 3220 members 
Mstep: Class 18 contains 12183 members 
Mstep: Class 19 contains 14002 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2589 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13080 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 5008 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28123 members 
Mstep: Class 32 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245276.000000 Penalty: 67102.023438
Iteration 128Q: 33 clusters Score -4.824528e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 71839 members 
Mstep: Class 3 contains 58794 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 8 contains 5851 members 
Mstep: Class 9 contains 46195 members 
Mstep: Class 10 contains 33492 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1817 members 
Mstep: Class 13 contains 6027 members 
Mstep: Class 14 contains 18161 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3218 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 14002 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2594 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13084 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8441 members 
Mstep: Class 29 contains 4999 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28122 members 
Mstep: Class 32 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245268.000000 Penalty: 67102.023438
Iteration 129Q: 33 clusters Score -4.824527e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 71841 members 
Mstep: Class 3 contains 58796 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 2892 members 
Mstep: Class 8 contains 5851 members 
Mstep: Class 9 contains 46189 members 
Mstep: Class 10 contains 33494 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1818 members 
Mstep: Class 13 contains 6030 members 
Mstep: Class 14 contains 18161 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 3217 members 
Mstep: Class 18 contains 12179 members 
Mstep: Class 19 contains 14000 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2600 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13085 members 
Mstep: Class 26 contains 8821 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 4993 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28119 members 
Mstep: Class 32 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245340.000000 Penalty: 67102.023438
Iteration 130Q: 33 clusters Score -4.824534e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 58797 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 8 contains 5850 members 
Mstep: Class 9 contains 46176 members 
Mstep: Class 10 contains 33500 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 6032 members 
Mstep: Class 14 contains 18161 members 
Mstep: Class 15 contains 2453 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 3217 members 
Mstep: Class 18 contains 12181 members 
Mstep: Class 19 contains 14000 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4435 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2607 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13086 members 
Mstep: Class 26 contains 8821 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 4979 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28119 members 
Mstep: Class 32 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245268.000000 Penalty: 67102.023438
Iteration 131Q: 33 clusters Score -4.824527e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 71840 members 
Mstep: Class 3 contains 58793 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 5850 members 
Mstep: Class 9 contains 46170 members 
Mstep: Class 10 contains 33504 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 6032 members 
Mstep: Class 14 contains 18161 members 
Mstep: Class 15 contains 2454 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 3217 members 
Mstep: Class 18 contains 12184 members 
Mstep: Class 19 contains 13999 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4434 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13091 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 4964 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28119 members 
Mstep: Class 32 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245244.000000 Penalty: 67102.023438
Iteration 132Q: 33 clusters Score -4.824524e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 71839 members 
Mstep: Class 3 contains 58789 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 5850 members 
Mstep: Class 9 contains 46167 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 6033 members 
Mstep: Class 14 contains 18162 members 
Mstep: Class 15 contains 2454 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 3217 members 
Mstep: Class 18 contains 12186 members 
Mstep: Class 19 contains 13999 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4433 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2631 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13090 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 4950 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28118 members 
Mstep: Class 32 contains 575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245272.000000 Penalty: 67102.023438
Iteration 133Q: 33 clusters Score -4.824527e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 71841 members 
Mstep: Class 3 contains 58788 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 2906 members 
Mstep: Class 8 contains 5851 members 
Mstep: Class 9 contains 46165 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 6036 members 
Mstep: Class 14 contains 18162 members 
Mstep: Class 15 contains 2454 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12185 members 
Mstep: Class 19 contains 14000 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2654 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13095 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 4917 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28117 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245288.000000 Penalty: 67102.023438
Iteration 134Q: 33 clusters Score -4.824529e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 71841 members 
Mstep: Class 3 contains 58789 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 2910 members 
Mstep: Class 8 contains 5850 members 
Mstep: Class 9 contains 46165 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 6039 members 
Mstep: Class 14 contains 18162 members 
Mstep: Class 15 contains 2454 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12187 members 
Mstep: Class 19 contains 14001 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2688 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13096 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8442 members 
Mstep: Class 29 contains 4878 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28114 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245280.000000 Penalty: 67102.023438
Iteration 135Q: 33 clusters Score -4.824528e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 71840 members 
Mstep: Class 3 contains 58789 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 2919 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 46165 members 
Mstep: Class 10 contains 33511 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 6043 members 
Mstep: Class 14 contains 18162 members 
Mstep: Class 15 contains 2453 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12191 members 
Mstep: Class 19 contains 14001 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2715 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13095 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 8441 members 
Mstep: Class 29 contains 4843 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28113 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245376.000000 Penalty: 67102.023438
Iteration 136Q: 33 clusters Score -4.824538e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 71840 members 
Mstep: Class 3 contains 58792 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 2932 members 
Mstep: Class 8 contains 5848 members 
Mstep: Class 9 contains 46166 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 6041 members 
Mstep: Class 14 contains 18162 members 
Mstep: Class 15 contains 2453 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12191 members 
Mstep: Class 19 contains 14001 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2746 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13097 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4806 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28110 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245396.000000 Penalty: 67102.023438
Iteration 137Q: 33 clusters Score -4.82454e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 71841 members 
Mstep: Class 3 contains 58794 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 2944 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 46166 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 6032 members 
Mstep: Class 14 contains 18162 members 
Mstep: Class 15 contains 2453 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 3217 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 13996 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2781 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13098 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4766 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245428.000000 Penalty: 67102.023438
Iteration 138Q: 33 clusters Score -4.824543e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 71841 members 
Mstep: Class 3 contains 58795 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 5843 members 
Mstep: Class 9 contains 46165 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 13 contains 6040 members 
Mstep: Class 14 contains 18162 members 
Mstep: Class 15 contains 2453 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 3217 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 13996 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2813 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13100 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4724 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28111 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245452.000000 Penalty: 67102.023438
Iteration 139Q: 33 clusters Score -4.824545e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 71841 members 
Mstep: Class 3 contains 58797 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 2955 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 46163 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 6040 members 
Mstep: Class 14 contains 18162 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 3217 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 13993 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2853 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13097 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4679 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28113 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245456.000000 Penalty: 67102.023438
Iteration 140F: 33 clusters Score -4.824546e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 71842 members 
Mstep: Class 3 contains 58798 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 2967 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 46162 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 6041 members 
Mstep: Class 14 contains 18162 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 3217 members 
Mstep: Class 18 contains 12190 members 
Mstep: Class 19 contains 13991 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2891 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13101 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4630 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28111 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245564.000000 Penalty: 67102.023438
Iteration 141Q: 33 clusters Score -4.824556e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6348 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 2969 members 
Mstep: Class 8 contains 5844 members 
Mstep: Class 9 contains 46157 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 6041 members 
Mstep: Class 14 contains 18162 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12191 members 
Mstep: Class 19 contains 13985 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 2966 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13105 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4558 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28114 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245728.000000 Penalty: 67102.023438
Iteration 142Q: 33 clusters Score -4.824573e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 71844 members 
Mstep: Class 3 contains 58798 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 2976 members 
Mstep: Class 8 contains 5849 members 
Mstep: Class 9 contains 46154 members 
Mstep: Class 10 contains 33508 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1827 members 
Mstep: Class 13 contains 6050 members 
Mstep: Class 14 contains 18163 members 
Mstep: Class 15 contains 2452 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12190 members 
Mstep: Class 19 contains 13977 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3056 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13114 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4442 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28118 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245956.000000 Penalty: 67102.023438
Iteration 143Q: 33 clusters Score -4.824596e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 71845 members 
Mstep: Class 3 contains 58799 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 2986 members 
Mstep: Class 8 contains 5857 members 
Mstep: Class 9 contains 46152 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 6064 members 
Mstep: Class 14 contains 18163 members 
Mstep: Class 15 contains 2451 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12189 members 
Mstep: Class 19 contains 13970 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3114 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13118 members 
Mstep: Class 26 contains 8819 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4357 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28122 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246120.000000 Penalty: 67102.023438
Iteration 144Q: 33 clusters Score -4.824612e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 58799 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3002 members 
Mstep: Class 8 contains 5867 members 
Mstep: Class 9 contains 46152 members 
Mstep: Class 10 contains 33506 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 6079 members 
Mstep: Class 14 contains 18163 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12190 members 
Mstep: Class 19 contains 13960 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3140 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13112 members 
Mstep: Class 26 contains 8821 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4302 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28126 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246080.000000 Penalty: 67102.023438
Iteration 145Q: 33 clusters Score -4.824608e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 71841 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3008 members 
Mstep: Class 8 contains 5883 members 
Mstep: Class 9 contains 46153 members 
Mstep: Class 10 contains 33507 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1830 members 
Mstep: Class 13 contains 6090 members 
Mstep: Class 14 contains 18163 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 13957 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3152 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13112 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 4254 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28126 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246076.000000 Penalty: 67102.023438
Iteration 146Q: 33 clusters Score -4.824608e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 71840 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3010 members 
Mstep: Class 8 contains 5889 members 
Mstep: Class 9 contains 46151 members 
Mstep: Class 10 contains 33508 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 6102 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12191 members 
Mstep: Class 19 contains 13954 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3157 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8439 members 
Mstep: Class 29 contains 4240 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28121 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246060.000000 Penalty: 67102.023438
Iteration 147Q: 33 clusters Score -4.824606e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 71841 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3009 members 
Mstep: Class 8 contains 5896 members 
Mstep: Class 9 contains 46150 members 
Mstep: Class 10 contains 33505 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 6105 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12189 members 
Mstep: Class 19 contains 13954 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3160 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8441 members 
Mstep: Class 29 contains 4229 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28120 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246088.000000 Penalty: 67102.023438
Iteration 148Q: 33 clusters Score -4.824609e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 71842 members 
Mstep: Class 3 contains 58802 members 
Mstep: Class 4 contains 6349 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3009 members 
Mstep: Class 8 contains 5900 members 
Mstep: Class 9 contains 46147 members 
Mstep: Class 10 contains 33506 members 
Mstep: Class 11 contains 1959 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 6108 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12190 members 
Mstep: Class 19 contains 13952 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13109 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4223 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28119 members 
Mstep: Class 32 contains 573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246132.000000 Penalty: 67102.023438
Iteration 149Q: 33 clusters Score -4.824613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 71842 members 
Mstep: Class 3 contains 58802 members 
Mstep: Class 4 contains 6350 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3009 members 
Mstep: Class 8 contains 5905 members 
Mstep: Class 9 contains 46145 members 
Mstep: Class 10 contains 33505 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1834 members 
Mstep: Class 13 contains 6111 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 13950 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13109 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4215 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28118 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246120.000000 Penalty: 67102.023438
Iteration 150Q: 33 clusters Score -4.824612e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 58802 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3009 members 
Mstep: Class 8 contains 5905 members 
Mstep: Class 9 contains 46141 members 
Mstep: Class 10 contains 33508 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 6114 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12193 members 
Mstep: Class 19 contains 13947 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4209 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28120 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246128.000000 Penalty: 67102.023438
Iteration 151Q: 33 clusters Score -4.824613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 58802 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3010 members 
Mstep: Class 8 contains 5903 members 
Mstep: Class 9 contains 46140 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 6114 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12195 members 
Mstep: Class 19 contains 13946 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13109 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4210 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28121 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246152.000000 Penalty: 67102.023438
Iteration 152Q: 33 clusters Score -4.824615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 58801 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3010 members 
Mstep: Class 8 contains 5903 members 
Mstep: Class 9 contains 46139 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 19 contains 13947 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13108 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4208 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28122 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246176.000000 Penalty: 67102.023438
Iteration 153Q: 33 clusters Score -4.824618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3010 members 
Mstep: Class 8 contains 5903 members 
Mstep: Class 9 contains 46139 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 19 contains 13947 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13108 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4207 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28124 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246152.000000 Penalty: 67102.023438
Iteration 154Q: 33 clusters Score -4.824615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 58799 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3010 members 
Mstep: Class 8 contains 5903 members 
Mstep: Class 9 contains 46139 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 19 contains 13946 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13107 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4207 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28127 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246132.000000 Penalty: 67102.023438
Iteration 155Q: 33 clusters Score -4.824613e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 58798 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3010 members 
Mstep: Class 8 contains 5903 members 
Mstep: Class 9 contains 46139 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 19 contains 13946 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13107 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4207 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28128 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246140.000000 Penalty: 67102.023438
Iteration 156Q: 33 clusters Score -4.824614e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 58798 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3010 members 
Mstep: Class 8 contains 5903 members 
Mstep: Class 9 contains 46139 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 19 contains 13946 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13107 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 4207 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28128 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246140.000000 Penalty: 67102.023438
Iteration 157F: 33 clusters Score -4.824614e+07 nChanged 0
Entering ConstructFrom: 
Score: -48246140.000000 Penalty: 67102.023438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -237086.875000 Penalty: 1251.444946
	Iteration 0F: 2 clusters Score -237086.9 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: -234899.296875 Penalty: 2502.889893
	Iteration 0F: 3 clusters Score -234899.3 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -235780.609375 Penalty: 2502.889893
	Iteration 1F: 3 clusters Score -235780.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -236044.937500 Penalty: 2502.889893
	Iteration 2F: 3 clusters Score -236044.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -236187.000000 Penalty: 2502.889893
	Iteration 3F: 3 clusters Score -236187 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -236259.687500 Penalty: 2502.889893
	Iteration 4Q: 3 clusters Score -236259.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -236286.000000 Penalty: 2502.889893
	Iteration 5Q: 3 clusters Score -236286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -236304.015625 Penalty: 2502.889893
	Iteration 6Q: 3 clusters Score -236304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -236316.109375 Penalty: 2502.889893
	Iteration 7Q: 3 clusters Score -236316.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -236324.234375 Penalty: 2502.889893
	Iteration 8Q: 3 clusters Score -236324.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -236328.156250 Penalty: 2502.889893
	Iteration 9Q: 3 clusters Score -236328.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -236329.984375 Penalty: 2502.889893
	Iteration 10Q: 3 clusters Score -236330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -236330.859375 Penalty: 2502.889893
	Iteration 11Q: 3 clusters Score -236330.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -236330.859375 Penalty: 2502.889893
	Iteration 12F: 3 clusters Score -236330.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (71843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Entering Unmasked Estep 
Score: -8888533.000000 Penalty: 1817.113770
	Iteration 0F: 2 clusters Score -8888533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -8840728.000000 Penalty: 3634.227539
	Iteration 0F: 3 clusters Score -8840728 nChanged 34083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -8859931.000000 Penalty: 3634.227539
	Iteration 1F: 3 clusters Score -8859931 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -8860473.000000 Penalty: 3634.227539
	Iteration 2Q: 3 clusters Score -8860473 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -8861038.000000 Penalty: 3634.227539
	Iteration 3Q: 3 clusters Score -8861038 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -8861829.000000 Penalty: 3634.227539
	Iteration 4Q: 3 clusters Score -8861829 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -8863185.000000 Penalty: 3634.227539
	Iteration 5Q: 3 clusters Score -8863185 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -8865421.000000 Penalty: 3634.227539
	Iteration 6F: 3 clusters Score -8865421 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -8868742.000000 Penalty: 3634.227539
	Iteration 7F: 3 clusters Score -8868742 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -8873261.000000 Penalty: 3634.227539
	Iteration 8F: 3 clusters Score -8873261 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62048 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -8878203.000000 Penalty: 3634.227539
	Iteration 9F: 3 clusters Score -8878203 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66435 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -8882337.000000 Penalty: 3634.227539
	Iteration 10F: 3 clusters Score -8882337 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -8884944.000000 Penalty: 3634.227539
	Iteration 11Q: 3 clusters Score -8884944 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70590 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8886172.000000 Penalty: 3634.227539
	Iteration 12Q: 3 clusters Score -8886172 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71145 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8886658.000000 Penalty: 3634.227539
	Iteration 13Q: 3 clusters Score -8886658 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71354 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8886872.000000 Penalty: 3634.227539
	Iteration 14Q: 3 clusters Score -8886872 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71427 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8886946.000000 Penalty: 3634.227539
	Iteration 15Q: 3 clusters Score -8886946 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71460 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8886985.000000 Penalty: 3634.227539
	Iteration 16Q: 3 clusters Score -8886985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71481 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8887005.000000 Penalty: 3634.227539
	Iteration 17Q: 3 clusters Score -8887005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71490 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8887034.000000 Penalty: 3634.227539
	Iteration 18Q: 3 clusters Score -8887034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71501 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8887049.000000 Penalty: 3634.227539
	Iteration 19Q: 3 clusters Score -8887049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71509 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8887049.000000 Penalty: 3634.227539
	Iteration 20F: 3 clusters Score -8887049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71515 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8887058.000000 Penalty: 3634.227539
	Iteration 21Q: 3 clusters Score -8887058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71517 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8887054.000000 Penalty: 3634.227539
	Iteration 22Q: 3 clusters Score -8887054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71514 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8887060.000000 Penalty: 3634.227539
	Iteration 23Q: 3 clusters Score -8887060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71514 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8887060.000000 Penalty: 3634.227539
	Iteration 24F: 3 clusters Score -8887060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Entering Unmasked Estep 
Score: -7256077.000000 Penalty: 1784.552734
	Iteration 0F: 2 clusters Score -7256077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -7217536.000000 Penalty: 3569.105469
	Iteration 0F: 3 clusters Score -7217536 nChanged 27828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -7233626.500000 Penalty: 3569.105469
	Iteration 1F: 3 clusters Score -7233626 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26179 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -7234800.000000 Penalty: 3569.105469
	Iteration 2Q: 3 clusters Score -7234800 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -7236585.500000 Penalty: 3569.105469
	Iteration 3F: 3 clusters Score -7236586 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 37795 members 
Entering Unmasked Estep 
Score: -7239133.500000 Penalty: 3569.105469
	Iteration 4F: 3 clusters Score -7239134 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -7242214.000000 Penalty: 3569.105469
	Iteration 5F: 3 clusters Score -7242214 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -7245146.500000 Penalty: 3569.105469
	Iteration 6F: 3 clusters Score -7245146 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -7247519.000000 Penalty: 3569.105469
	Iteration 7F: 3 clusters Score -7247519 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -7249592.000000 Penalty: 3569.105469
	Iteration 8F: 3 clusters Score -7249592 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -7251389.500000 Penalty: 3569.105469
	Iteration 9Q: 3 clusters Score -7251390 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 56148 members 
Entering Unmasked Estep 
Score: -7252899.000000 Penalty: 3569.105469
	Iteration 10Q: 3 clusters Score -7252899 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -7253854.500000 Penalty: 3569.105469
	Iteration 11Q: 3 clusters Score -7253854 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 57794 members 
Entering Unmasked Estep 
Score: -7254398.500000 Penalty: 3569.105469
	Iteration 12Q: 3 clusters Score -7254398 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -7254693.000000 Penalty: 3569.105469
	Iteration 13Q: 3 clusters Score -7254693 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 58157 members 
Entering Unmasked Estep 
Score: -7254859.000000 Penalty: 3569.105469
	Iteration 14Q: 3 clusters Score -7254859 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 58222 members 
Entering Unmasked Estep 
Score: -7255008.500000 Penalty: 3569.105469
	Iteration 15Q: 3 clusters Score -7255008 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 58250 members 
Entering Unmasked Estep 
Score: -7255138.000000 Penalty: 3569.105469
	Iteration 16Q: 3 clusters Score -7255138 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 58262 members 
Entering Unmasked Estep 
Score: -7255252.500000 Penalty: 3569.105469
	Iteration 17Q: 3 clusters Score -7255252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 58270 members 
Entering Unmasked Estep 
Score: -7255316.500000 Penalty: 3569.105469
	Iteration 18Q: 3 clusters Score -7255316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -7255363.500000 Penalty: 3569.105469
	Iteration 19Q: 3 clusters Score -7255364 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -7255387.000000 Penalty: 3569.105469
	Iteration 20F: 3 clusters Score -7255387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 58278 members 
Entering Unmasked Estep 
Score: -7255412.500000 Penalty: 3569.105469
	Iteration 21Q: 3 clusters Score -7255412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 58277 members 
Entering Unmasked Estep 
Score: -7255420.500000 Penalty: 3569.105469
	Iteration 22Q: 3 clusters Score -7255420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -7255416.000000 Penalty: 3569.105469
	Iteration 23Q: 3 clusters Score -7255416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -7255418.000000 Penalty: 3569.105469
	Iteration 24Q: 3 clusters Score -7255418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -7255418.500000 Penalty: 3569.105469
	Iteration 25Q: 3 clusters Score -7255418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 58273 members 
Entering Unmasked Estep 
Score: -7255418.500000 Penalty: 3569.105469
	Iteration 26F: 3 clusters Score -7255418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Entering Unmasked Estep 
Score: -789303.562500 Penalty: 1422.909790
	Iteration 0F: 2 clusters Score -789303.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -784449.250000 Penalty: 2845.819580
	Iteration 0F: 3 clusters Score -784449.2 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -786065.625000 Penalty: 2845.819580
	Iteration 1F: 3 clusters Score -786065.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -786387.500000 Penalty: 2845.819580
	Iteration 2F: 3 clusters Score -786387.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -786642.000000 Penalty: 2845.819580
	Iteration 3F: 3 clusters Score -786642 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -786848.625000 Penalty: 2845.819580
	Iteration 4F: 3 clusters Score -786848.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -787021.750000 Penalty: 2845.819580
	Iteration 5Q: 3 clusters Score -787021.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -787161.062500 Penalty: 2845.819580
	Iteration 6Q: 3 clusters Score -787161.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -787265.562500 Penalty: 2845.819580
	Iteration 7Q: 3 clusters Score -787265.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -787344.687500 Penalty: 2845.819580
	Iteration 8Q: 3 clusters Score -787344.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -787419.500000 Penalty: 2845.819580
	Iteration 9Q: 3 clusters Score -787419.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -787477.625000 Penalty: 2845.819580
	Iteration 10Q: 3 clusters Score -787477.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -787522.437500 Penalty: 2845.819580
	Iteration 11Q: 3 clusters Score -787522.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -787560.312500 Penalty: 2845.819580
	Iteration 12Q: 3 clusters Score -787560.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -787601.875000 Penalty: 2845.819580
	Iteration 13Q: 3 clusters Score -787601.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -787638.750000 Penalty: 2845.819580
	Iteration 14Q: 3 clusters Score -787638.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -787674.687500 Penalty: 2845.819580
	Iteration 15Q: 3 clusters Score -787674.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -787708.312500 Penalty: 2845.819580
	Iteration 16Q: 3 clusters Score -787708.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -787743.437500 Penalty: 2845.819580
	Iteration 17Q: 3 clusters Score -787743.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -787770.500000 Penalty: 2845.819580
	Iteration 18Q: 3 clusters Score -787770.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -787798.500000 Penalty: 2845.819580
	Iteration 19Q: 3 clusters Score -787798.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -787829.312500 Penalty: 2845.819580
	Iteration 20F: 3 clusters Score -787829.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -787858.125000 Penalty: 2845.819580
	Iteration 21Q: 3 clusters Score -787858.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -787888.625000 Penalty: 2845.819580
	Iteration 22Q: 3 clusters Score -787888.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -787914.875000 Penalty: 2845.819580
	Iteration 23Q: 3 clusters Score -787914.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -787944.062500 Penalty: 2845.819580
	Iteration 24Q: 3 clusters Score -787944.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -787965.125000 Penalty: 2845.819580
	Iteration 25Q: 3 clusters Score -787965.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -787992.250000 Penalty: 2845.819580
	Iteration 26Q: 3 clusters Score -787992.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -788017.187500 Penalty: 2845.819580
	Iteration 27Q: 3 clusters Score -788017.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -788033.500000 Penalty: 2845.819580
	Iteration 28Q: 3 clusters Score -788033.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -788042.375000 Penalty: 2845.819580
	Iteration 29Q: 3 clusters Score -788042.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -788052.562500 Penalty: 2845.819580
	Iteration 30Q: 3 clusters Score -788052.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -788057.500000 Penalty: 2845.819580
	Iteration 31Q: 3 clusters Score -788057.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -788060.000000 Penalty: 2845.819580
	Iteration 32Q: 3 clusters Score -788060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -788062.062500 Penalty: 2845.819580
	Iteration 33Q: 3 clusters Score -788062.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -788064.187500 Penalty: 2845.819580
	Iteration 34Q: 3 clusters Score -788064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -788065.500000 Penalty: 2845.819580
	Iteration 35Q: 3 clusters Score -788065.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -788066.312500 Penalty: 2845.819580
	Iteration 36Q: 3 clusters Score -788066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -788066.312500 Penalty: 2845.819580
	Iteration 37F: 3 clusters Score -788066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -682029.062500 Penalty: 1399.944946
	Iteration 0F: 2 clusters Score -682029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -677666.562500 Penalty: 2799.889893
	Iteration 0F: 3 clusters Score -677666.6 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -678916.125000 Penalty: 2799.889893
	Iteration 1F: 3 clusters Score -678916.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -679103.312500 Penalty: 2799.889893
	Iteration 2F: 3 clusters Score -679103.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -679239.812500 Penalty: 2799.889893
	Iteration 3F: 3 clusters Score -679239.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -679342.437500 Penalty: 2799.889893
	Iteration 4Q: 3 clusters Score -679342.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -679437.125000 Penalty: 2799.889893
	Iteration 5Q: 3 clusters Score -679437.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -679535.750000 Penalty: 2799.889893
	Iteration 6Q: 3 clusters Score -679535.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -679645.875000 Penalty: 2799.889893
	Iteration 7Q: 3 clusters Score -679645.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -679761.625000 Penalty: 2799.889893
	Iteration 8Q: 3 clusters Score -679761.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -679885.250000 Penalty: 2799.889893
	Iteration 9Q: 3 clusters Score -679885.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -679996.062500 Penalty: 2799.889893
	Iteration 10Q: 3 clusters Score -679996.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -680086.625000 Penalty: 2799.889893
	Iteration 11Q: 3 clusters Score -680086.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -680173.875000 Penalty: 2799.889893
	Iteration 12Q: 3 clusters Score -680173.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -680254.437500 Penalty: 2799.889893
	Iteration 13Q: 3 clusters Score -680254.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -680335.625000 Penalty: 2799.889893
	Iteration 14Q: 3 clusters Score -680335.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -680406.125000 Penalty: 2799.889893
	Iteration 15Q: 3 clusters Score -680406.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -680463.375000 Penalty: 2799.889893
	Iteration 16Q: 3 clusters Score -680463.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -680497.437500 Penalty: 2799.889893
	Iteration 17Q: 3 clusters Score -680497.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -680521.187500 Penalty: 2799.889893
	Iteration 18Q: 3 clusters Score -680521.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -680548.375000 Penalty: 2799.889893
	Iteration 19Q: 3 clusters Score -680548.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -680571.812500 Penalty: 2799.889893
	Iteration 20F: 3 clusters Score -680571.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -680589.000000 Penalty: 2799.889893
	Iteration 21Q: 3 clusters Score -680589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -680602.062500 Penalty: 2799.889893
	Iteration 22Q: 3 clusters Score -680602.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -680619.687500 Penalty: 2799.889893
	Iteration 23Q: 3 clusters Score -680619.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -680637.937500 Penalty: 2799.889893
	Iteration 24Q: 3 clusters Score -680637.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -680651.000000 Penalty: 2799.889893
	Iteration 25Q: 3 clusters Score -680651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -680664.187500 Penalty: 2799.889893
	Iteration 26Q: 3 clusters Score -680664.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -680672.625000 Penalty: 2799.889893
	Iteration 27Q: 3 clusters Score -680672.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -680683.125000 Penalty: 2799.889893
	Iteration 28Q: 3 clusters Score -680683.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -680688.687500 Penalty: 2799.889893
	Iteration 29Q: 3 clusters Score -680688.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -680700.125000 Penalty: 2799.889893
	Iteration 30Q: 3 clusters Score -680700.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -680709.625000 Penalty: 2799.889893
	Iteration 31Q: 3 clusters Score -680709.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -680716.875000 Penalty: 2799.889893
	Iteration 32Q: 3 clusters Score -680716.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -680724.625000 Penalty: 2799.889893
	Iteration 33Q: 3 clusters Score -680724.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -680732.312500 Penalty: 2799.889893
	Iteration 34Q: 3 clusters Score -680732.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -680739.000000 Penalty: 2799.889893
	Iteration 35Q: 3 clusters Score -680739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -680744.562500 Penalty: 2799.889893
	Iteration 36Q: 3 clusters Score -680744.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -680749.750000 Penalty: 2799.889893
	Iteration 37Q: 3 clusters Score -680749.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -680756.437500 Penalty: 2799.889893
	Iteration 38Q: 3 clusters Score -680756.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -680760.125000 Penalty: 2799.889893
	Iteration 39Q: 3 clusters Score -680760.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -680763.812500 Penalty: 2799.889893
	Iteration 40F: 3 clusters Score -680763.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -680767.437500 Penalty: 2799.889893
	Iteration 41Q: 3 clusters Score -680767.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -680772.062500 Penalty: 2799.889893
	Iteration 42Q: 3 clusters Score -680772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -680772.625000 Penalty: 2799.889893
	Iteration 43Q: 3 clusters Score -680772.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -680772.625000 Penalty: 2799.889893
	Iteration 44F: 3 clusters Score -680772.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1313881.750000 Penalty: 1505.365234
	Iteration 0F: 2 clusters Score -1313882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1306353.875000 Penalty: 3010.730469
	Iteration 0F: 3 clusters Score -1306354 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1308828.500000 Penalty: 3010.730469
	Iteration 1F: 3 clusters Score -1308828 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1309131.250000 Penalty: 3010.730469
	Iteration 2F: 3 clusters Score -1309131 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1309445.125000 Penalty: 3010.730469
	Iteration 3F: 3 clusters Score -1309445 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1309822.375000 Penalty: 3010.730469
	Iteration 4F: 3 clusters Score -1309822 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1310309.000000 Penalty: 3010.730469
	Iteration 5F: 3 clusters Score -1310309 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1310938.000000 Penalty: 3010.730469
	Iteration 6F: 3 clusters Score -1310938 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1311622.250000 Penalty: 3010.730469
	Iteration 7F: 3 clusters Score -1311622 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1312135.875000 Penalty: 3010.730469
	Iteration 8Q: 3 clusters Score -1312136 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1312410.250000 Penalty: 3010.730469
	Iteration 9Q: 3 clusters Score -1312410 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1312535.500000 Penalty: 3010.730469
	Iteration 10Q: 3 clusters Score -1312536 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1312601.500000 Penalty: 3010.730469
	Iteration 11Q: 3 clusters Score -1312602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1312644.500000 Penalty: 3010.730469
	Iteration 12Q: 3 clusters Score -1312644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -1312666.375000 Penalty: 3010.730469
	Iteration 13Q: 3 clusters Score -1312666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1312675.625000 Penalty: 3010.730469
	Iteration 14Q: 3 clusters Score -1312676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1312675.500000 Penalty: 3010.730469
	Iteration 15Q: 3 clusters Score -1312676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1312678.875000 Penalty: 3010.730469
	Iteration 16Q: 3 clusters Score -1312679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1312678.875000 Penalty: 3010.730469
	Iteration 17F: 3 clusters Score -1312679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Entering Unmasked Estep 
Score: -360259.593750 Penalty: 1301.575439
	Iteration 0F: 2 clusters Score -360259.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -357518.687500 Penalty: 2603.150879
	Iteration 0F: 3 clusters Score -357518.7 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -358239.343750 Penalty: 2603.150879
	Iteration 1F: 3 clusters Score -358239.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -358408.406250 Penalty: 2603.150879
	Iteration 2F: 3 clusters Score -358408.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -358554.500000 Penalty: 2603.150879
	Iteration 3F: 3 clusters Score -358554.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -358667.718750 Penalty: 2603.150879
	Iteration 4F: 3 clusters Score -358667.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -358751.625000 Penalty: 2603.150879
	Iteration 5Q: 3 clusters Score -358751.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -358823.656250 Penalty: 2603.150879
	Iteration 6Q: 3 clusters Score -358823.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -358875.906250 Penalty: 2603.150879
	Iteration 7Q: 3 clusters Score -358875.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -358930.250000 Penalty: 2603.150879
	Iteration 8Q: 3 clusters Score -358930.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -358958.937500 Penalty: 2603.150879
	Iteration 9Q: 3 clusters Score -358958.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -358988.812500 Penalty: 2603.150879
	Iteration 10Q: 3 clusters Score -358988.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -359026.968750 Penalty: 2603.150879
	Iteration 11Q: 3 clusters Score -359027 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -359059.656250 Penalty: 2603.150879
	Iteration 12Q: 3 clusters Score -359059.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -359090.312500 Penalty: 2603.150879
	Iteration 13Q: 3 clusters Score -359090.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -359125.062500 Penalty: 2603.150879
	Iteration 14Q: 3 clusters Score -359125.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -359146.625000 Penalty: 2603.150879
	Iteration 15Q: 3 clusters Score -359146.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -359169.250000 Penalty: 2603.150879
	Iteration 16Q: 3 clusters Score -359169.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -359183.500000 Penalty: 2603.150879
	Iteration 17Q: 3 clusters Score -359183.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -359190.718750 Penalty: 2603.150879
	Iteration 18Q: 3 clusters Score -359190.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -359200.500000 Penalty: 2603.150879
	Iteration 19Q: 3 clusters Score -359200.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -359207.156250 Penalty: 2603.150879
	Iteration 20F: 3 clusters Score -359207.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -359213.250000 Penalty: 2603.150879
	Iteration 21Q: 3 clusters Score -359213.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -359219.937500 Penalty: 2603.150879
	Iteration 22Q: 3 clusters Score -359219.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -359227.093750 Penalty: 2603.150879
	Iteration 23Q: 3 clusters Score -359227.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -359233.781250 Penalty: 2603.150879
	Iteration 24Q: 3 clusters Score -359233.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -359239.062500 Penalty: 2603.150879
	Iteration 25Q: 3 clusters Score -359239.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -359240.531250 Penalty: 2603.150879
	Iteration 26Q: 3 clusters Score -359240.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -359244.750000 Penalty: 2603.150879
	Iteration 27Q: 3 clusters Score -359244.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -359245.968750 Penalty: 2603.150879
	Iteration 28Q: 3 clusters Score -359246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -359245.843750 Penalty: 2603.150879
	Iteration 29Q: 3 clusters Score -359245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -359247.250000 Penalty: 2603.150879
	Iteration 30Q: 3 clusters Score -359247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -359248.218750 Penalty: 2603.150879
	Iteration 31Q: 3 clusters Score -359248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -359249.750000 Penalty: 2603.150879
	Iteration 32Q: 3 clusters Score -359249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -359253.250000 Penalty: 2603.150879
	Iteration 33Q: 3 clusters Score -359253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -359252.906250 Penalty: 2603.150879
	Iteration 34Q: 3 clusters Score -359252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -359252.906250 Penalty: 2603.150879
	Iteration 35F: 3 clusters Score -359252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Entering Unmasked Estep 
Score: -724308.375000 Penalty: 1411.022583
	Iteration 0F: 2 clusters Score -724308.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -719834.250000 Penalty: 2822.045166
	Iteration 0F: 3 clusters Score -719834.2 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -721210.375000 Penalty: 2822.045166
	Iteration 1F: 3 clusters Score -721210.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -721455.437500 Penalty: 2822.045166
	Iteration 2F: 3 clusters Score -721455.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -721654.062500 Penalty: 2822.045166
	Iteration 3F: 3 clusters Score -721654.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -721786.687500 Penalty: 2822.045166
	Iteration 4Q: 3 clusters Score -721786.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -721884.250000 Penalty: 2822.045166
	Iteration 5Q: 3 clusters Score -721884.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -721959.312500 Penalty: 2822.045166
	Iteration 6Q: 3 clusters Score -721959.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -722034.000000 Penalty: 2822.045166
	Iteration 7Q: 3 clusters Score -722034 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -722118.312500 Penalty: 2822.045166
	Iteration 8Q: 3 clusters Score -722118.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -722199.437500 Penalty: 2822.045166
	Iteration 9Q: 3 clusters Score -722199.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -722311.562500 Penalty: 2822.045166
	Iteration 10Q: 3 clusters Score -722311.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -722472.187500 Penalty: 2822.045166
	Iteration 11Q: 3 clusters Score -722472.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -722652.500000 Penalty: 2822.045166
	Iteration 12Q: 3 clusters Score -722652.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -722839.062500 Penalty: 2822.045166
	Iteration 13Q: 3 clusters Score -722839.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -722999.375000 Penalty: 2822.045166
	Iteration 14Q: 3 clusters Score -722999.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -723142.250000 Penalty: 2822.045166
	Iteration 15Q: 3 clusters Score -723142.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -723267.625000 Penalty: 2822.045166
	Iteration 16Q: 3 clusters Score -723267.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -723352.437500 Penalty: 2822.045166
	Iteration 17Q: 3 clusters Score -723352.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -723406.312500 Penalty: 2822.045166
	Iteration 18Q: 3 clusters Score -723406.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -723448.312500 Penalty: 2822.045166
	Iteration 19Q: 3 clusters Score -723448.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -723469.937500 Penalty: 2822.045166
	Iteration 20F: 3 clusters Score -723469.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -723497.062500 Penalty: 2822.045166
	Iteration 21Q: 3 clusters Score -723497.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -723520.187500 Penalty: 2822.045166
	Iteration 22Q: 3 clusters Score -723520.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -723538.312500 Penalty: 2822.045166
	Iteration 23Q: 3 clusters Score -723538.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -723566.375000 Penalty: 2822.045166
	Iteration 24Q: 3 clusters Score -723566.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -723592.687500 Penalty: 2822.045166
	Iteration 25Q: 3 clusters Score -723592.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -723630.062500 Penalty: 2822.045166
	Iteration 26Q: 3 clusters Score -723630.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -723671.000000 Penalty: 2822.045166
	Iteration 27Q: 3 clusters Score -723671 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -723705.687500 Penalty: 2822.045166
	Iteration 28Q: 3 clusters Score -723705.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -723727.062500 Penalty: 2822.045166
	Iteration 29Q: 3 clusters Score -723727.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -723743.437500 Penalty: 2822.045166
	Iteration 30Q: 3 clusters Score -723743.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -723760.375000 Penalty: 2822.045166
	Iteration 31Q: 3 clusters Score -723760.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -723777.312500 Penalty: 2822.045166
	Iteration 32Q: 3 clusters Score -723777.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -723787.312500 Penalty: 2822.045166
	Iteration 33Q: 3 clusters Score -723787.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -723793.750000 Penalty: 2822.045166
	Iteration 34Q: 3 clusters Score -723793.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -723800.125000 Penalty: 2822.045166
	Iteration 35Q: 3 clusters Score -723800.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -723804.875000 Penalty: 2822.045166
	Iteration 36Q: 3 clusters Score -723804.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -723810.187500 Penalty: 2822.045166
	Iteration 37Q: 3 clusters Score -723810.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -723819.062500 Penalty: 2822.045166
	Iteration 38Q: 3 clusters Score -723819.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -723830.062500 Penalty: 2822.045166
	Iteration 39Q: 3 clusters Score -723830.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -723838.750000 Penalty: 2822.045166
	Iteration 40F: 3 clusters Score -723838.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -723847.312500 Penalty: 2822.045166
	Iteration 41Q: 3 clusters Score -723847.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -723856.562500 Penalty: 2822.045166
	Iteration 42Q: 3 clusters Score -723856.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -723865.187500 Penalty: 2822.045166
	Iteration 43Q: 3 clusters Score -723865.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -723871.875000 Penalty: 2822.045166
	Iteration 44Q: 3 clusters Score -723871.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -723876.437500 Penalty: 2822.045166
	Iteration 45Q: 3 clusters Score -723876.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -723879.187500 Penalty: 2822.045166
	Iteration 46Q: 3 clusters Score -723879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -723880.437500 Penalty: 2822.045166
	Iteration 47Q: 3 clusters Score -723880.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -723879.500000 Penalty: 2822.045166
	Iteration 48Q: 3 clusters Score -723879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -723880.000000 Penalty: 2822.045166
	Iteration 49Q: 3 clusters Score -723880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -723881.875000 Penalty: 2822.045166
	Iteration 50Q: 3 clusters Score -723881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -723882.750000 Penalty: 2822.045166
	Iteration 51Q: 3 clusters Score -723882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -723883.375000 Penalty: 2822.045166
	Iteration 52Q: 3 clusters Score -723883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -723885.000000 Penalty: 2822.045166
	Iteration 53Q: 3 clusters Score -723885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -723885.687500 Penalty: 2822.045166
	Iteration 54Q: 3 clusters Score -723885.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -723888.625000 Penalty: 2822.045166
	Iteration 55Q: 3 clusters Score -723888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -723888.437500 Penalty: 2822.045166
	Iteration 56Q: 3 clusters Score -723888.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -723891.000000 Penalty: 2822.045166
	Iteration 57Q: 3 clusters Score -723891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -723895.500000 Penalty: 2822.045166
	Iteration 58Q: 3 clusters Score -723895.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -723896.125000 Penalty: 2822.045166
	Iteration 59Q: 3 clusters Score -723896.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -723898.562500 Penalty: 2822.045166
	Iteration 60F: 3 clusters Score -723898.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -723899.875000 Penalty: 2822.045166
	Iteration 61Q: 3 clusters Score -723899.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -723901.187500 Penalty: 2822.045166
	Iteration 62Q: 3 clusters Score -723901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -723902.625000 Penalty: 2822.045166
	Iteration 63Q: 3 clusters Score -723902.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -723904.625000 Penalty: 2822.045166
	Iteration 64Q: 3 clusters Score -723904.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -723903.187500 Penalty: 2822.045166
	Iteration 65Q: 3 clusters Score -723903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -723905.312500 Penalty: 2822.045166
	Iteration 66Q: 3 clusters Score -723905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -723907.250000 Penalty: 2822.045166
	Iteration 67Q: 3 clusters Score -723907.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -723907.125000 Penalty: 2822.045166
	Iteration 68Q: 3 clusters Score -723907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -723906.312500 Penalty: 2822.045166
	Iteration 69Q: 3 clusters Score -723906.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -723906.312500 Penalty: 2822.045166
	Iteration 70F: 3 clusters Score -723906.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Entering Unmasked Estep 
Score: -5681276.000000 Penalty: 1745.154785
	Iteration 0F: 2 clusters Score -5681276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -5650614.000000 Penalty: 3490.309570
	Iteration 0F: 3 clusters Score -5650614 nChanged 21658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -5662945.000000 Penalty: 3490.309570
	Iteration 1F: 3 clusters Score -5662945 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -5663577.000000 Penalty: 3490.309570
	Iteration 2Q: 3 clusters Score -5663577 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -5664492.000000 Penalty: 3490.309570
	Iteration 3Q: 3 clusters Score -5664492 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -5665887.500000 Penalty: 3490.309570
	Iteration 4F: 3 clusters Score -5665888 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -5667903.500000 Penalty: 3490.309570
	Iteration 5F: 3 clusters Score -5667904 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -5670694.500000 Penalty: 3490.309570
	Iteration 6F: 3 clusters Score -5670694 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -5673784.000000 Penalty: 3490.309570
	Iteration 7F: 3 clusters Score -5673784 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -5676554.500000 Penalty: 3490.309570
	Iteration 8F: 3 clusters Score -5676554 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -5678388.500000 Penalty: 3490.309570
	Iteration 9Q: 3 clusters Score -5678388 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -5679144.000000 Penalty: 3490.309570
	Iteration 10Q: 3 clusters Score -5679144 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 45726 members 
Entering Unmasked Estep 
Score: -5679459.000000 Penalty: 3490.309570
	Iteration 11Q: 3 clusters Score -5679459 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -5679595.000000 Penalty: 3490.309570
	Iteration 12Q: 3 clusters Score -5679595 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -5679665.000000 Penalty: 3490.309570
	Iteration 13Q: 3 clusters Score -5679665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -5679691.500000 Penalty: 3490.309570
	Iteration 14Q: 3 clusters Score -5679692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -5679705.000000 Penalty: 3490.309570
	Iteration 15Q: 3 clusters Score -5679705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -5679705.500000 Penalty: 3490.309570
	Iteration 16Q: 3 clusters Score -5679706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -5679703.500000 Penalty: 3490.309570
	Iteration 17Q: 3 clusters Score -5679704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -5679703.500000 Penalty: 3490.309570
	Iteration 18F: 3 clusters Score -5679704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Entering Unmasked Estep 
Score: -4131653.750000 Penalty: 1693.184937
	Iteration 0F: 2 clusters Score -4131654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -4109124.500000 Penalty: 3386.369873
	Iteration 0F: 3 clusters Score -4109124 nChanged 15590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -4117781.750000 Penalty: 3386.369873
	Iteration 1F: 3 clusters Score -4117782 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -4118253.500000 Penalty: 3386.369873
	Iteration 2Q: 3 clusters Score -4118254 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -4118810.250000 Penalty: 3386.369873
	Iteration 3Q: 3 clusters Score -4118810 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -4119528.500000 Penalty: 3386.369873
	Iteration 4Q: 3 clusters Score -4119528 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -4120623.500000 Penalty: 3386.369873
	Iteration 5F: 3 clusters Score -4120624 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -4122068.000000 Penalty: 3386.369873
	Iteration 6F: 3 clusters Score -4122068 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -4123809.250000 Penalty: 3386.369873
	Iteration 7F: 3 clusters Score -4123809 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -4125674.250000 Penalty: 3386.369873
	Iteration 8F: 3 clusters Score -4125674 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -4127323.250000 Penalty: 3386.369873
	Iteration 9F: 3 clusters Score -4127323 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -4128461.750000 Penalty: 3386.369873
	Iteration 10Q: 3 clusters Score -4128462 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -4129037.750000 Penalty: 3386.369873
	Iteration 11Q: 3 clusters Score -4129038 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -4129302.000000 Penalty: 3386.369873
	Iteration 12Q: 3 clusters Score -4129302 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -4129439.750000 Penalty: 3386.369873
	Iteration 13Q: 3 clusters Score -4129440 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -4129534.750000 Penalty: 3386.369873
	Iteration 14Q: 3 clusters Score -4129535 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -4129579.250000 Penalty: 3386.369873
	Iteration 15Q: 3 clusters Score -4129579 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -4129620.250000 Penalty: 3386.369873
	Iteration 16Q: 3 clusters Score -4129620 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -4129657.000000 Penalty: 3386.369873
	Iteration 17Q: 3 clusters Score -4129657 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -4129697.750000 Penalty: 3386.369873
	Iteration 18Q: 3 clusters Score -4129698 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -4129724.750000 Penalty: 3386.369873
	Iteration 19Q: 3 clusters Score -4129725 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -4129753.000000 Penalty: 3386.369873
	Iteration 20F: 3 clusters Score -4129753 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -4129776.000000 Penalty: 3386.369873
	Iteration 21Q: 3 clusters Score -4129776 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -4129794.250000 Penalty: 3386.369873
	Iteration 22Q: 3 clusters Score -4129794 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -4129843.000000 Penalty: 3386.369873
	Iteration 23Q: 3 clusters Score -4129843 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -4129877.250000 Penalty: 3386.369873
	Iteration 24Q: 3 clusters Score -4129877 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -4129932.500000 Penalty: 3386.369873
	Iteration 25Q: 3 clusters Score -4129932 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -4129989.750000 Penalty: 3386.369873
	Iteration 26Q: 3 clusters Score -4129990 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -4130056.500000 Penalty: 3386.369873
	Iteration 27Q: 3 clusters Score -4130056 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -4130134.500000 Penalty: 3386.369873
	Iteration 28Q: 3 clusters Score -4130134 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -4130201.250000 Penalty: 3386.369873
	Iteration 29Q: 3 clusters Score -4130201 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -4130282.000000 Penalty: 3386.369873
	Iteration 30Q: 3 clusters Score -4130282 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -4130416.500000 Penalty: 3386.369873
	Iteration 31Q: 3 clusters Score -4130416 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -4130584.000000 Penalty: 3386.369873
	Iteration 32Q: 3 clusters Score -4130584 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -4130743.750000 Penalty: 3386.369873
	Iteration 33Q: 3 clusters Score -4130744 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -4130882.500000 Penalty: 3386.369873
	Iteration 34Q: 3 clusters Score -4130882 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -4130995.750000 Penalty: 3386.369873
	Iteration 35Q: 3 clusters Score -4130996 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -4131104.000000 Penalty: 3386.369873
	Iteration 36Q: 3 clusters Score -4131104 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -4131182.250000 Penalty: 3386.369873
	Iteration 37Q: 3 clusters Score -4131182 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -4131256.750000 Penalty: 3386.369873
	Iteration 38Q: 3 clusters Score -4131257 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4131340.250000 Penalty: 3386.369873
	Iteration 39Q: 3 clusters Score -4131340 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -4131400.250000 Penalty: 3386.369873
	Iteration 40F: 3 clusters Score -4131400 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -4131446.750000 Penalty: 3386.369873
	Iteration 41Q: 3 clusters Score -4131447 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -4131482.000000 Penalty: 3386.369873
	Iteration 42Q: 3 clusters Score -4131482 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -4131498.000000 Penalty: 3386.369873
	Iteration 43Q: 3 clusters Score -4131498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -4131516.250000 Penalty: 3386.369873
	Iteration 44Q: 3 clusters Score -4131516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -4131517.750000 Penalty: 3386.369873
	Iteration 45Q: 3 clusters Score -4131518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -4131519.000000 Penalty: 3386.369873
	Iteration 46Q: 3 clusters Score -4131519 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -4131521.750000 Penalty: 3386.369873
	Iteration 47Q: 3 clusters Score -4131522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4131519.000000 Penalty: 3386.369873
	Iteration 48Q: 3 clusters Score -4131519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -4131532.000000 Penalty: 3386.369873
	Iteration 49Q: 3 clusters Score -4131532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -4131529.500000 Penalty: 3386.369873
	Iteration 50Q: 3 clusters Score -4131530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -4131535.000000 Penalty: 3386.369873
	Iteration 51Q: 3 clusters Score -4131535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -4131543.500000 Penalty: 3386.369873
	Iteration 52Q: 3 clusters Score -4131544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4131542.000000 Penalty: 3386.369873
	Iteration 53Q: 3 clusters Score -4131542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -4131541.750000 Penalty: 3386.369873
	Iteration 54Q: 3 clusters Score -4131542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -4131548.750000 Penalty: 3386.369873
	Iteration 55Q: 3 clusters Score -4131549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -4131553.250000 Penalty: 3386.369873
	Iteration 56Q: 3 clusters Score -4131553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -4131551.000000 Penalty: 3386.369873
	Iteration 57Q: 3 clusters Score -4131551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -4131556.000000 Penalty: 3386.369873
	Iteration 58Q: 3 clusters Score -4131556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -4131557.000000 Penalty: 3386.369873
	Iteration 59Q: 3 clusters Score -4131557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -4131553.000000 Penalty: 3386.369873
	Iteration 60F: 3 clusters Score -4131553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -4131553.250000 Penalty: 3386.369873
	Iteration 61Q: 3 clusters Score -4131553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 31114 members 
Entering Unmasked Estep 
Score: -4131553.250000 Penalty: 3386.369873
	Iteration 62F: 3 clusters Score -4131553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -239065.281250 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -239065.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -237021.203125 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -237021.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -237467.656250 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -237467.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -237599.437500 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -237599.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -237698.015625 Penalty: 2463.395752
	Iteration 3Q: 3 clusters Score -237698 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -237785.859375 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -237785.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -237870.625000 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -237870.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -237950.375000 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -237950.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -238012.093750 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -238012.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -238064.140625 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -238064.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -238106.125000 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -238106.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -238124.234375 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -238124.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -238137.046875 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -238137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -238151.515625 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -238151.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -238163.328125 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -238163.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -238174.703125 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -238174.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -238184.984375 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -238185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -238193.296875 Penalty: 2463.395752
	Iteration 16Q: 3 clusters Score -238193.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -238196.046875 Penalty: 2463.395752
	Iteration 17Q: 3 clusters Score -238196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -238197.828125 Penalty: 2463.395752
	Iteration 18Q: 3 clusters Score -238197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -238198.921875 Penalty: 2463.395752
	Iteration 19Q: 3 clusters Score -238198.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -238199.953125 Penalty: 2463.395752
	Iteration 20F: 3 clusters Score -238200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -238200.484375 Penalty: 2463.395752
	Iteration 21Q: 3 clusters Score -238200.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -238200.890625 Penalty: 2463.395752
	Iteration 22Q: 3 clusters Score -238200.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -238200.890625 Penalty: 2463.395752
	Iteration 23F: 3 clusters Score -238200.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -220749.468750 Penalty: 1221.154907
	Iteration 0F: 2 clusters Score -220749.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -218756.656250 Penalty: 2442.309814
	Iteration 0F: 3 clusters Score -218756.7 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -219166.140625 Penalty: 2442.309814
	Iteration 1F: 3 clusters Score -219166.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -219268.046875 Penalty: 2442.309814
	Iteration 2F: 3 clusters Score -219268 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -219333.921875 Penalty: 2442.309814
	Iteration 3F: 3 clusters Score -219333.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -219385.515625 Penalty: 2442.309814
	Iteration 4Q: 3 clusters Score -219385.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -219416.843750 Penalty: 2442.309814
	Iteration 5Q: 3 clusters Score -219416.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -219436.984375 Penalty: 2442.309814
	Iteration 6Q: 3 clusters Score -219437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -219454.468750 Penalty: 2442.309814
	Iteration 7Q: 3 clusters Score -219454.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -219471.218750 Penalty: 2442.309814
	Iteration 8Q: 3 clusters Score -219471.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -219485.187500 Penalty: 2442.309814
	Iteration 9Q: 3 clusters Score -219485.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -219496.625000 Penalty: 2442.309814
	Iteration 10Q: 3 clusters Score -219496.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -219505.531250 Penalty: 2442.309814
	Iteration 11Q: 3 clusters Score -219505.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -219522.109375 Penalty: 2442.309814
	Iteration 12Q: 3 clusters Score -219522.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -219540.015625 Penalty: 2442.309814
	Iteration 13Q: 3 clusters Score -219540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -219552.937500 Penalty: 2442.309814
	Iteration 14Q: 3 clusters Score -219552.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -219561.562500 Penalty: 2442.309814
	Iteration 15Q: 3 clusters Score -219561.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -219569.140625 Penalty: 2442.309814
	Iteration 16Q: 3 clusters Score -219569.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -219578.125000 Penalty: 2442.309814
	Iteration 17Q: 3 clusters Score -219578.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -219585.109375 Penalty: 2442.309814
	Iteration 18Q: 3 clusters Score -219585.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -219593.203125 Penalty: 2442.309814
	Iteration 19Q: 3 clusters Score -219593.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -219605.453125 Penalty: 2442.309814
	Iteration 20F: 3 clusters Score -219605.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -219615.625000 Penalty: 2442.309814
	Iteration 21Q: 3 clusters Score -219615.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -219621.750000 Penalty: 2442.309814
	Iteration 22Q: 3 clusters Score -219621.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -219627.734375 Penalty: 2442.309814
	Iteration 23Q: 3 clusters Score -219627.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -219631.140625 Penalty: 2442.309814
	Iteration 24Q: 3 clusters Score -219631.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -219637.187500 Penalty: 2442.309814
	Iteration 25Q: 3 clusters Score -219637.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -219641.484375 Penalty: 2442.309814
	Iteration 26Q: 3 clusters Score -219641.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -219645.250000 Penalty: 2442.309814
	Iteration 27Q: 3 clusters Score -219645.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -219653.296875 Penalty: 2442.309814
	Iteration 28Q: 3 clusters Score -219653.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -219661.625000 Penalty: 2442.309814
	Iteration 29Q: 3 clusters Score -219661.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -219669.265625 Penalty: 2442.309814
	Iteration 30Q: 3 clusters Score -219669.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -219674.859375 Penalty: 2442.309814
	Iteration 31Q: 3 clusters Score -219674.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -219682.625000 Penalty: 2442.309814
	Iteration 32Q: 3 clusters Score -219682.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -219690.281250 Penalty: 2442.309814
	Iteration 33Q: 3 clusters Score -219690.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -219696.156250 Penalty: 2442.309814
	Iteration 34Q: 3 clusters Score -219696.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -219703.687500 Penalty: 2442.309814
	Iteration 35Q: 3 clusters Score -219703.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -219713.046875 Penalty: 2442.309814
	Iteration 36Q: 3 clusters Score -219713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -219719.625000 Penalty: 2442.309814
	Iteration 37Q: 3 clusters Score -219719.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -219726.171875 Penalty: 2442.309814
	Iteration 38Q: 3 clusters Score -219726.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -219734.609375 Penalty: 2442.309814
	Iteration 39Q: 3 clusters Score -219734.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -219745.109375 Penalty: 2442.309814
	Iteration 40F: 3 clusters Score -219745.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -219756.093750 Penalty: 2442.309814
	Iteration 41Q: 3 clusters Score -219756.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -219763.734375 Penalty: 2442.309814
	Iteration 42Q: 3 clusters Score -219763.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -219766.390625 Penalty: 2442.309814
	Iteration 43Q: 3 clusters Score -219766.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -219770.031250 Penalty: 2442.309814
	Iteration 44Q: 3 clusters Score -219770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -219771.343750 Penalty: 2442.309814
	Iteration 45Q: 3 clusters Score -219771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -219772.531250 Penalty: 2442.309814
	Iteration 46Q: 3 clusters Score -219772.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -219772.937500 Penalty: 2442.309814
	Iteration 47Q: 3 clusters Score -219772.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -219772.937500 Penalty: 2442.309814
	Iteration 48F: 3 clusters Score -219772.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Entering Unmasked Estep 
Score: -739907.187500 Penalty: 1416.756226
	Iteration 0F: 2 clusters Score -739907.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -735199.312500 Penalty: 2833.512451
	Iteration 0F: 3 clusters Score -735199.3 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -736548.500000 Penalty: 2833.512451
	Iteration 1F: 3 clusters Score -736548.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -736761.375000 Penalty: 2833.512451
	Iteration 2F: 3 clusters Score -736761.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -736928.500000 Penalty: 2833.512451
	Iteration 3Q: 3 clusters Score -736928.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -737103.687500 Penalty: 2833.512451
	Iteration 4Q: 3 clusters Score -737103.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -737281.125000 Penalty: 2833.512451
	Iteration 5Q: 3 clusters Score -737281.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -737470.812500 Penalty: 2833.512451
	Iteration 6Q: 3 clusters Score -737470.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -737711.250000 Penalty: 2833.512451
	Iteration 7Q: 3 clusters Score -737711.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -737962.312500 Penalty: 2833.512451
	Iteration 8Q: 3 clusters Score -737962.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -738182.187500 Penalty: 2833.512451
	Iteration 9F: 3 clusters Score -738182.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -738328.375000 Penalty: 2833.512451
	Iteration 10Q: 3 clusters Score -738328.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -738442.562500 Penalty: 2833.512451
	Iteration 11Q: 3 clusters Score -738442.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -738538.812500 Penalty: 2833.512451
	Iteration 12Q: 3 clusters Score -738538.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -738623.812500 Penalty: 2833.512451
	Iteration 13Q: 3 clusters Score -738623.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -738726.375000 Penalty: 2833.512451
	Iteration 14Q: 3 clusters Score -738726.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -738868.937500 Penalty: 2833.512451
	Iteration 15Q: 3 clusters Score -738868.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -739050.312500 Penalty: 2833.512451
	Iteration 16Q: 3 clusters Score -739050.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -739184.562500 Penalty: 2833.512451
	Iteration 17Q: 3 clusters Score -739184.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -739284.187500 Penalty: 2833.512451
	Iteration 18Q: 3 clusters Score -739284.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -739349.875000 Penalty: 2833.512451
	Iteration 19Q: 3 clusters Score -739349.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -739377.187500 Penalty: 2833.512451
	Iteration 20F: 3 clusters Score -739377.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -739395.500000 Penalty: 2833.512451
	Iteration 21Q: 3 clusters Score -739395.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -739410.937500 Penalty: 2833.512451
	Iteration 22Q: 3 clusters Score -739410.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -739428.000000 Penalty: 2833.512451
	Iteration 23Q: 3 clusters Score -739428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -739439.875000 Penalty: 2833.512451
	Iteration 24Q: 3 clusters Score -739439.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -739448.437500 Penalty: 2833.512451
	Iteration 25Q: 3 clusters Score -739448.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -739456.437500 Penalty: 2833.512451
	Iteration 26Q: 3 clusters Score -739456.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -739468.125000 Penalty: 2833.512451
	Iteration 27Q: 3 clusters Score -739468.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -739495.375000 Penalty: 2833.512451
	Iteration 28Q: 3 clusters Score -739495.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -739556.750000 Penalty: 2833.512451
	Iteration 29Q: 3 clusters Score -739556.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -739602.187500 Penalty: 2833.512451
	Iteration 30Q: 3 clusters Score -739602.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -739618.500000 Penalty: 2833.512451
	Iteration 31Q: 3 clusters Score -739618.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -739625.125000 Penalty: 2833.512451
	Iteration 32Q: 3 clusters Score -739625.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -739627.250000 Penalty: 2833.512451
	Iteration 33Q: 3 clusters Score -739627.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -739629.875000 Penalty: 2833.512451
	Iteration 34Q: 3 clusters Score -739629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -739631.062500 Penalty: 2833.512451
	Iteration 35Q: 3 clusters Score -739631.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -739630.312500 Penalty: 2833.512451
	Iteration 36Q: 3 clusters Score -739630.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -739630.312500 Penalty: 2833.512451
	Iteration 37F: 3 clusters Score -739630.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Entering Unmasked Estep 
Score: -2239078.250000 Penalty: 1593.669434
	Iteration 0F: 2 clusters Score -2239078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2226599.750000 Penalty: 3187.338867
	Iteration 0F: 3 clusters Score -2226600 nChanged 8101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2231116.250000 Penalty: 3187.338867
	Iteration 1F: 3 clusters Score -2231116 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2231536.750000 Penalty: 3187.338867
	Iteration 2F: 3 clusters Score -2231537 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2231968.250000 Penalty: 3187.338867
	Iteration 3F: 3 clusters Score -2231968 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2232381.250000 Penalty: 3187.338867
	Iteration 4Q: 3 clusters Score -2232381 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2232808.500000 Penalty: 3187.338867
	Iteration 5Q: 3 clusters Score -2232808 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2233356.500000 Penalty: 3187.338867
	Iteration 6F: 3 clusters Score -2233356 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2234028.250000 Penalty: 3187.338867
	Iteration 7F: 3 clusters Score -2234028 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2234695.500000 Penalty: 3187.338867
	Iteration 8F: 3 clusters Score -2234696 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2235317.000000 Penalty: 3187.338867
	Iteration 9F: 3 clusters Score -2235317 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2235799.000000 Penalty: 3187.338867
	Iteration 10Q: 3 clusters Score -2235799 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2236167.250000 Penalty: 3187.338867
	Iteration 11Q: 3 clusters Score -2236167 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2236411.500000 Penalty: 3187.338867
	Iteration 12Q: 3 clusters Score -2236412 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -2236588.000000 Penalty: 3187.338867
	Iteration 13Q: 3 clusters Score -2236588 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2236734.750000 Penalty: 3187.338867
	Iteration 14Q: 3 clusters Score -2236735 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2236835.750000 Penalty: 3187.338867
	Iteration 15Q: 3 clusters Score -2236836 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2236929.500000 Penalty: 3187.338867
	Iteration 16Q: 3 clusters Score -2236930 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2237044.250000 Penalty: 3187.338867
	Iteration 17Q: 3 clusters Score -2237044 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2237158.000000 Penalty: 3187.338867
	Iteration 18Q: 3 clusters Score -2237158 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2237249.750000 Penalty: 3187.338867
	Iteration 19Q: 3 clusters Score -2237250 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -2237357.000000 Penalty: 3187.338867
	Iteration 20F: 3 clusters Score -2237357 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2237515.750000 Penalty: 3187.338867
	Iteration 21Q: 3 clusters Score -2237516 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2237673.500000 Penalty: 3187.338867
	Iteration 22Q: 3 clusters Score -2237674 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2237828.000000 Penalty: 3187.338867
	Iteration 23Q: 3 clusters Score -2237828 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2238004.750000 Penalty: 3187.338867
	Iteration 24Q: 3 clusters Score -2238005 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2238184.000000 Penalty: 3187.338867
	Iteration 25Q: 3 clusters Score -2238184 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2238391.750000 Penalty: 3187.338867
	Iteration 26Q: 3 clusters Score -2238392 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2238584.250000 Penalty: 3187.338867
	Iteration 27Q: 3 clusters Score -2238584 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2238724.750000 Penalty: 3187.338867
	Iteration 28Q: 3 clusters Score -2238725 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2238774.000000 Penalty: 3187.338867
	Iteration 29Q: 3 clusters Score -2238774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2238793.500000 Penalty: 3187.338867
	Iteration 30Q: 3 clusters Score -2238794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2238816.750000 Penalty: 3187.338867
	Iteration 31Q: 3 clusters Score -2238817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2238816.750000 Penalty: 3187.338867
	Iteration 32Q: 3 clusters Score -2238817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2238824.000000 Penalty: 3187.338867
	Iteration 33Q: 3 clusters Score -2238824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2238829.250000 Penalty: 3187.338867
	Iteration 34Q: 3 clusters Score -2238829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -2238832.250000 Penalty: 3187.338867
	Iteration 35Q: 3 clusters Score -2238832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2238839.750000 Penalty: 3187.338867
	Iteration 36Q: 3 clusters Score -2238840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2238841.750000 Penalty: 3187.338867
	Iteration 37Q: 3 clusters Score -2238842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -2238843.000000 Penalty: 3187.338867
	Iteration 38Q: 3 clusters Score -2238843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2238838.750000 Penalty: 3187.338867
	Iteration 39Q: 3 clusters Score -2238839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2238840.250000 Penalty: 3187.338867
	Iteration 40F: 3 clusters Score -2238840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2238842.500000 Penalty: 3187.338867
	Iteration 41Q: 3 clusters Score -2238842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2238839.250000 Penalty: 3187.338867
	Iteration 42Q: 3 clusters Score -2238839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2238837.750000 Penalty: 3187.338867
	Iteration 43Q: 3 clusters Score -2238838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2238842.500000 Penalty: 3187.338867
	Iteration 44Q: 3 clusters Score -2238842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2238841.500000 Penalty: 3187.338867
	Iteration 45Q: 3 clusters Score -2238842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -2238839.250000 Penalty: 3187.338867
	Iteration 46Q: 3 clusters Score -2238839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2238840.250000 Penalty: 3187.338867
	Iteration 47Q: 3 clusters Score -2238840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2238840.500000 Penalty: 3187.338867
	Iteration 48Q: 3 clusters Score -2238840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2238842.750000 Penalty: 3187.338867
	Iteration 49Q: 3 clusters Score -2238843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2238842.750000 Penalty: 3187.338867
	Iteration 50F: 3 clusters Score -2238843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -298610.375000 Penalty: 1268.124512
	Iteration 0F: 2 clusters Score -298610.4 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 1168 members 
Entering Unmasked Estep 
Score: -296223.687500 Penalty: 2536.249023
	Iteration 0F: 3 clusters Score -296223.7 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -296771.843750 Penalty: 2536.249023
	Iteration 1F: 3 clusters Score -296771.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -296892.937500 Penalty: 2536.249023
	Iteration 2F: 3 clusters Score -296892.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -296957.218750 Penalty: 2536.249023
	Iteration 3Q: 3 clusters Score -296957.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -296998.625000 Penalty: 2536.249023
	Iteration 4Q: 3 clusters Score -296998.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -297027.000000 Penalty: 2536.249023
	Iteration 5Q: 3 clusters Score -297027 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -297056.562500 Penalty: 2536.249023
	Iteration 6Q: 3 clusters Score -297056.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -297079.406250 Penalty: 2536.249023
	Iteration 7Q: 3 clusters Score -297079.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -297097.281250 Penalty: 2536.249023
	Iteration 8Q: 3 clusters Score -297097.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -297108.031250 Penalty: 2536.249023
	Iteration 9Q: 3 clusters Score -297108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -297119.500000 Penalty: 2536.249023
	Iteration 10Q: 3 clusters Score -297119.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -297129.125000 Penalty: 2536.249023
	Iteration 11Q: 3 clusters Score -297129.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -297142.750000 Penalty: 2536.249023
	Iteration 12Q: 3 clusters Score -297142.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -297158.375000 Penalty: 2536.249023
	Iteration 13Q: 3 clusters Score -297158.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -297167.250000 Penalty: 2536.249023
	Iteration 14Q: 3 clusters Score -297167.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -297174.406250 Penalty: 2536.249023
	Iteration 15Q: 3 clusters Score -297174.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -297185.625000 Penalty: 2536.249023
	Iteration 16Q: 3 clusters Score -297185.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -297204.312500 Penalty: 2536.249023
	Iteration 17Q: 3 clusters Score -297204.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -297220.968750 Penalty: 2536.249023
	Iteration 18Q: 3 clusters Score -297221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -297228.312500 Penalty: 2536.249023
	Iteration 19Q: 3 clusters Score -297228.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -297234.406250 Penalty: 2536.249023
	Iteration 20F: 3 clusters Score -297234.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -297239.437500 Penalty: 2536.249023
	Iteration 21Q: 3 clusters Score -297239.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -297248.718750 Penalty: 2536.249023
	Iteration 22Q: 3 clusters Score -297248.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -297254.687500 Penalty: 2536.249023
	Iteration 23Q: 3 clusters Score -297254.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -297258.718750 Penalty: 2536.249023
	Iteration 24Q: 3 clusters Score -297258.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -297265.281250 Penalty: 2536.249023
	Iteration 25Q: 3 clusters Score -297265.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -297277.562500 Penalty: 2536.249023
	Iteration 26Q: 3 clusters Score -297277.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -297286.500000 Penalty: 2536.249023
	Iteration 27Q: 3 clusters Score -297286.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -297296.156250 Penalty: 2536.249023
	Iteration 28Q: 3 clusters Score -297296.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -297302.343750 Penalty: 2536.249023
	Iteration 29Q: 3 clusters Score -297302.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -297307.343750 Penalty: 2536.249023
	Iteration 30Q: 3 clusters Score -297307.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -297312.937500 Penalty: 2536.249023
	Iteration 31Q: 3 clusters Score -297312.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -297317.000000 Penalty: 2536.249023
	Iteration 32Q: 3 clusters Score -297317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -297322.843750 Penalty: 2536.249023
	Iteration 33Q: 3 clusters Score -297322.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -297328.187500 Penalty: 2536.249023
	Iteration 34Q: 3 clusters Score -297328.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -297336.531250 Penalty: 2536.249023
	Iteration 35Q: 3 clusters Score -297336.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -297345.750000 Penalty: 2536.249023
	Iteration 36Q: 3 clusters Score -297345.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -297355.781250 Penalty: 2536.249023
	Iteration 37Q: 3 clusters Score -297355.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -297367.906250 Penalty: 2536.249023
	Iteration 38Q: 3 clusters Score -297367.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -297378.531250 Penalty: 2536.249023
	Iteration 39Q: 3 clusters Score -297378.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -297388.218750 Penalty: 2536.249023
	Iteration 40F: 3 clusters Score -297388.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -297396.656250 Penalty: 2536.249023
	Iteration 41Q: 3 clusters Score -297396.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -297404.375000 Penalty: 2536.249023
	Iteration 42Q: 3 clusters Score -297404.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -297414.500000 Penalty: 2536.249023
	Iteration 43Q: 3 clusters Score -297414.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -297423.781250 Penalty: 2536.249023
	Iteration 44Q: 3 clusters Score -297423.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -297431.906250 Penalty: 2536.249023
	Iteration 45Q: 3 clusters Score -297431.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -297442.406250 Penalty: 2536.249023
	Iteration 46Q: 3 clusters Score -297442.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -297450.062500 Penalty: 2536.249023
	Iteration 47Q: 3 clusters Score -297450.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -297457.625000 Penalty: 2536.249023
	Iteration 48Q: 3 clusters Score -297457.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -297467.375000 Penalty: 2536.249023
	Iteration 49Q: 3 clusters Score -297467.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -297483.031250 Penalty: 2536.249023
	Iteration 50Q: 3 clusters Score -297483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -297502.968750 Penalty: 2536.249023
	Iteration 51Q: 3 clusters Score -297503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -297514.781250 Penalty: 2536.249023
	Iteration 52Q: 3 clusters Score -297514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -297524.312500 Penalty: 2536.249023
	Iteration 53Q: 3 clusters Score -297524.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -297530.093750 Penalty: 2536.249023
	Iteration 54Q: 3 clusters Score -297530.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -297535.343750 Penalty: 2536.249023
	Iteration 55Q: 3 clusters Score -297535.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -297539.656250 Penalty: 2536.249023
	Iteration 56Q: 3 clusters Score -297539.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -297545.187500 Penalty: 2536.249023
	Iteration 57Q: 3 clusters Score -297545.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -297546.750000 Penalty: 2536.249023
	Iteration 58Q: 3 clusters Score -297546.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -297549.125000 Penalty: 2536.249023
	Iteration 59Q: 3 clusters Score -297549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -297551.687500 Penalty: 2536.249023
	Iteration 60F: 3 clusters Score -297551.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -297552.437500 Penalty: 2536.249023
	Iteration 61Q: 3 clusters Score -297552.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -297555.750000 Penalty: 2536.249023
	Iteration 62Q: 3 clusters Score -297555.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -297565.531250 Penalty: 2536.249023
	Iteration 63Q: 3 clusters Score -297565.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -297568.937500 Penalty: 2536.249023
	Iteration 64Q: 3 clusters Score -297568.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -297570.062500 Penalty: 2536.249023
	Iteration 65Q: 3 clusters Score -297570.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -297572.156250 Penalty: 2536.249023
	Iteration 66Q: 3 clusters Score -297572.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -297572.156250 Penalty: 2536.249023
	Iteration 67F: 3 clusters Score -297572.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Entering Unmasked Estep 
Score: -65056.976562 Penalty: 1045.874512
	Iteration 0F: 2 clusters Score -65056.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -63953.816406 Penalty: 2091.749023
	Iteration 0F: 3 clusters Score -63953.82 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64260.257812 Penalty: 2091.749023
	Iteration 1F: 3 clusters Score -64260.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -64339.414062 Penalty: 2091.749023
	Iteration 2F: 3 clusters Score -64339.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -64387.226562 Penalty: 2091.749023
	Iteration 3Q: 3 clusters Score -64387.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -64406.750000 Penalty: 2091.749023
	Iteration 4Q: 3 clusters Score -64406.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -64417.562500 Penalty: 2091.749023
	Iteration 5Q: 3 clusters Score -64417.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -64429.574219 Penalty: 2091.749023
	Iteration 6Q: 3 clusters Score -64429.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -64432.738281 Penalty: 2091.749023
	Iteration 7Q: 3 clusters Score -64432.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -64435.082031 Penalty: 2091.749023
	Iteration 8Q: 3 clusters Score -64435.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -64442.992188 Penalty: 2091.749023
	Iteration 9Q: 3 clusters Score -64442.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -64449.664062 Penalty: 2091.749023
	Iteration 10Q: 3 clusters Score -64449.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -64454.464844 Penalty: 2091.749023
	Iteration 11Q: 3 clusters Score -64454.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64464.207031 Penalty: 2091.749023
	Iteration 12Q: 3 clusters Score -64464.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -64470.394531 Penalty: 2091.749023
	Iteration 13Q: 3 clusters Score -64470.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -64480.261719 Penalty: 2091.749023
	Iteration 14Q: 3 clusters Score -64480.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -64487.855469 Penalty: 2091.749023
	Iteration 15Q: 3 clusters Score -64487.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -64491.042969 Penalty: 2091.749023
	Iteration 16Q: 3 clusters Score -64491.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -64494.281250 Penalty: 2091.749023
	Iteration 17Q: 3 clusters Score -64494.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -64496.996094 Penalty: 2091.749023
	Iteration 18Q: 3 clusters Score -64497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -64497.460938 Penalty: 2091.749023
	Iteration 19Q: 3 clusters Score -64497.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -64500.132812 Penalty: 2091.749023
	Iteration 20F: 3 clusters Score -64500.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -64517.437500 Penalty: 2091.749023
	Iteration 21Q: 3 clusters Score -64517.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64528.312500 Penalty: 2091.749023
	Iteration 22Q: 3 clusters Score -64528.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -64531.402344 Penalty: 2091.749023
	Iteration 23Q: 3 clusters Score -64531.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -64535.820312 Penalty: 2091.749023
	Iteration 24Q: 3 clusters Score -64535.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64537.835938 Penalty: 2091.749023
	Iteration 25Q: 3 clusters Score -64537.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -64537.835938 Penalty: 2091.749023
	Iteration 26F: 3 clusters Score -64537.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Entering Unmasked Estep 
Score: -365490.218750 Penalty: 1312.332642
	Iteration 0F: 2 clusters Score -365490.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -362669.468750 Penalty: 2624.665283
	Iteration 0F: 3 clusters Score -362669.5 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -363674.718750 Penalty: 2624.665283
	Iteration 1F: 3 clusters Score -363674.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -364085.718750 Penalty: 2624.665283
	Iteration 2F: 3 clusters Score -364085.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -364411.125000 Penalty: 2624.665283
	Iteration 3F: 3 clusters Score -364411.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -364681.937500 Penalty: 2624.665283
	Iteration 4F: 3 clusters Score -364681.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -364827.500000 Penalty: 2624.665283
	Iteration 5F: 3 clusters Score -364827.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -364878.687500 Penalty: 2624.665283
	Iteration 6Q: 3 clusters Score -364878.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -364906.218750 Penalty: 2624.665283
	Iteration 7Q: 3 clusters Score -364906.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -364921.250000 Penalty: 2624.665283
	Iteration 8Q: 3 clusters Score -364921.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -364933.968750 Penalty: 2624.665283
	Iteration 9Q: 3 clusters Score -364934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -364940.093750 Penalty: 2624.665283
	Iteration 10Q: 3 clusters Score -364940.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -364947.562500 Penalty: 2624.665283
	Iteration 11Q: 3 clusters Score -364947.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -364953.031250 Penalty: 2624.665283
	Iteration 12Q: 3 clusters Score -364953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -364954.218750 Penalty: 2624.665283
	Iteration 13Q: 3 clusters Score -364954.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -364956.250000 Penalty: 2624.665283
	Iteration 14Q: 3 clusters Score -364956.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -364957.375000 Penalty: 2624.665283
	Iteration 15Q: 3 clusters Score -364957.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -364957.375000 Penalty: 2624.665283
	Iteration 16F: 3 clusters Score -364957.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Entering Unmasked Estep 
Score: -1508242.625000 Penalty: 1528.940308
	Iteration 0F: 2 clusters Score -1508243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1499628.000000 Penalty: 3057.880615
	Iteration 0F: 3 clusters Score -1499628 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1502458.750000 Penalty: 3057.880615
	Iteration 1F: 3 clusters Score -1502459 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1502681.250000 Penalty: 3057.880615
	Iteration 2Q: 3 clusters Score -1502681 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1502873.125000 Penalty: 3057.880615
	Iteration 3Q: 3 clusters Score -1502873 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1503076.375000 Penalty: 3057.880615
	Iteration 4Q: 3 clusters Score -1503076 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1503306.750000 Penalty: 3057.880615
	Iteration 5Q: 3 clusters Score -1503307 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1503602.625000 Penalty: 3057.880615
	Iteration 6Q: 3 clusters Score -1503603 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1504018.375000 Penalty: 3057.880615
	Iteration 7F: 3 clusters Score -1504018 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1504536.625000 Penalty: 3057.880615
	Iteration 8F: 3 clusters Score -1504537 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1505148.625000 Penalty: 3057.880615
	Iteration 9F: 3 clusters Score -1505149 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1505763.250000 Penalty: 3057.880615
	Iteration 10F: 3 clusters Score -1505763 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1506155.250000 Penalty: 3057.880615
	Iteration 11Q: 3 clusters Score -1506155 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1506433.125000 Penalty: 3057.880615
	Iteration 12Q: 3 clusters Score -1506433 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1506626.875000 Penalty: 3057.880615
	Iteration 13Q: 3 clusters Score -1506627 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1506752.625000 Penalty: 3057.880615
	Iteration 14Q: 3 clusters Score -1506753 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1506862.375000 Penalty: 3057.880615
	Iteration 15Q: 3 clusters Score -1506862 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1506924.500000 Penalty: 3057.880615
	Iteration 16Q: 3 clusters Score -1506924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1506964.500000 Penalty: 3057.880615
	Iteration 17Q: 3 clusters Score -1506964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1506988.375000 Penalty: 3057.880615
	Iteration 18Q: 3 clusters Score -1506988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1507002.625000 Penalty: 3057.880615
	Iteration 19Q: 3 clusters Score -1507003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1507010.125000 Penalty: 3057.880615
	Iteration 20F: 3 clusters Score -1507010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1507021.625000 Penalty: 3057.880615
	Iteration 21Q: 3 clusters Score -1507022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1507028.875000 Penalty: 3057.880615
	Iteration 22Q: 3 clusters Score -1507029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1507037.750000 Penalty: 3057.880615
	Iteration 23Q: 3 clusters Score -1507038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1507045.000000 Penalty: 3057.880615
	Iteration 24Q: 3 clusters Score -1507045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1507052.000000 Penalty: 3057.880615
	Iteration 25Q: 3 clusters Score -1507052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1507060.250000 Penalty: 3057.880615
	Iteration 26Q: 3 clusters Score -1507060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1507066.500000 Penalty: 3057.880615
	Iteration 27Q: 3 clusters Score -1507066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1507067.125000 Penalty: 3057.880615
	Iteration 28Q: 3 clusters Score -1507067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1507072.375000 Penalty: 3057.880615
	Iteration 29Q: 3 clusters Score -1507072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1507076.375000 Penalty: 3057.880615
	Iteration 30Q: 3 clusters Score -1507076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1507076.375000 Penalty: 3057.880615
	Iteration 31F: 3 clusters Score -1507076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Entering Unmasked Estep 
Score: -1719882.500000 Penalty: 1550.729004
	Iteration 0F: 2 clusters Score -1719882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1710268.500000 Penalty: 3101.458008
	Iteration 0F: 3 clusters Score -1710268 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1713487.250000 Penalty: 3101.458008
	Iteration 1F: 3 clusters Score -1713487 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1713738.500000 Penalty: 3101.458008
	Iteration 2F: 3 clusters Score -1713738 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1713948.125000 Penalty: 3101.458008
	Iteration 3Q: 3 clusters Score -1713948 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1714109.500000 Penalty: 3101.458008
	Iteration 4Q: 3 clusters Score -1714110 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1714255.000000 Penalty: 3101.458008
	Iteration 5Q: 3 clusters Score -1714255 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1714400.875000 Penalty: 3101.458008
	Iteration 6Q: 3 clusters Score -1714401 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1714566.875000 Penalty: 3101.458008
	Iteration 7Q: 3 clusters Score -1714567 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1714726.500000 Penalty: 3101.458008
	Iteration 8Q: 3 clusters Score -1714726 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1714902.125000 Penalty: 3101.458008
	Iteration 9Q: 3 clusters Score -1714902 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1715094.125000 Penalty: 3101.458008
	Iteration 10Q: 3 clusters Score -1715094 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1715334.125000 Penalty: 3101.458008
	Iteration 11Q: 3 clusters Score -1715334 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1715648.375000 Penalty: 3101.458008
	Iteration 12Q: 3 clusters Score -1715648 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1716018.875000 Penalty: 3101.458008
	Iteration 13Q: 3 clusters Score -1716019 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1716464.125000 Penalty: 3101.458008
	Iteration 14Q: 3 clusters Score -1716464 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1716964.750000 Penalty: 3101.458008
	Iteration 15Q: 3 clusters Score -1716965 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1717455.000000 Penalty: 3101.458008
	Iteration 16Q: 3 clusters Score -1717455 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1717842.375000 Penalty: 3101.458008
	Iteration 17Q: 3 clusters Score -1717842 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1718107.875000 Penalty: 3101.458008
	Iteration 18Q: 3 clusters Score -1718108 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1718293.375000 Penalty: 3101.458008
	Iteration 19Q: 3 clusters Score -1718293 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1718388.375000 Penalty: 3101.458008
	Iteration 20F: 3 clusters Score -1718388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1718435.125000 Penalty: 3101.458008
	Iteration 21Q: 3 clusters Score -1718435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1718461.125000 Penalty: 3101.458008
	Iteration 22Q: 3 clusters Score -1718461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1718481.125000 Penalty: 3101.458008
	Iteration 23Q: 3 clusters Score -1718481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1718502.250000 Penalty: 3101.458008
	Iteration 24Q: 3 clusters Score -1718502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1718516.500000 Penalty: 3101.458008
	Iteration 25Q: 3 clusters Score -1718516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1718520.750000 Penalty: 3101.458008
	Iteration 26Q: 3 clusters Score -1718521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1718525.250000 Penalty: 3101.458008
	Iteration 27Q: 3 clusters Score -1718525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1718527.250000 Penalty: 3101.458008
	Iteration 28Q: 3 clusters Score -1718527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1718532.625000 Penalty: 3101.458008
	Iteration 29Q: 3 clusters Score -1718533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1718541.375000 Penalty: 3101.458008
	Iteration 30Q: 3 clusters Score -1718541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1718547.500000 Penalty: 3101.458008
	Iteration 31Q: 3 clusters Score -1718548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1718548.375000 Penalty: 3101.458008
	Iteration 32Q: 3 clusters Score -1718548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1718552.375000 Penalty: 3101.458008
	Iteration 33Q: 3 clusters Score -1718552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1718553.625000 Penalty: 3101.458008
	Iteration 34Q: 3 clusters Score -1718554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1718558.750000 Penalty: 3101.458008
	Iteration 35Q: 3 clusters Score -1718559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1718561.250000 Penalty: 3101.458008
	Iteration 36Q: 3 clusters Score -1718561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1718562.500000 Penalty: 3101.458008
	Iteration 37Q: 3 clusters Score -1718562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1718562.500000 Penalty: 3101.458008
	Iteration 38F: 3 clusters Score -1718562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Entering Unmasked Estep 
Score: -1842295.000000 Penalty: 1558.864868
	Iteration 0F: 2 clusters Score -1842295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1832166.750000 Penalty: 3117.729736
	Iteration 0F: 3 clusters Score -1832167 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1835789.000000 Penalty: 3117.729736
	Iteration 1F: 3 clusters Score -1835789 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1836408.750000 Penalty: 3117.729736
	Iteration 2F: 3 clusters Score -1836409 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1837168.625000 Penalty: 3117.729736
	Iteration 3F: 3 clusters Score -1837169 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1837964.625000 Penalty: 3117.729736
	Iteration 4F: 3 clusters Score -1837965 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1838615.125000 Penalty: 3117.729736
	Iteration 5F: 3 clusters Score -1838615 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1839058.625000 Penalty: 3117.729736
	Iteration 6F: 3 clusters Score -1839059 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1839295.750000 Penalty: 3117.729736
	Iteration 7Q: 3 clusters Score -1839296 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1839449.750000 Penalty: 3117.729736
	Iteration 8Q: 3 clusters Score -1839450 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1839548.875000 Penalty: 3117.729736
	Iteration 9Q: 3 clusters Score -1839549 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1839635.000000 Penalty: 3117.729736
	Iteration 10Q: 3 clusters Score -1839635 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1839706.375000 Penalty: 3117.729736
	Iteration 11Q: 3 clusters Score -1839706 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1839783.750000 Penalty: 3117.729736
	Iteration 12Q: 3 clusters Score -1839784 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1839859.250000 Penalty: 3117.729736
	Iteration 13Q: 3 clusters Score -1839859 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1839939.625000 Penalty: 3117.729736
	Iteration 14Q: 3 clusters Score -1839940 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1840022.750000 Penalty: 3117.729736
	Iteration 15Q: 3 clusters Score -1840023 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1840114.375000 Penalty: 3117.729736
	Iteration 16Q: 3 clusters Score -1840114 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1840196.000000 Penalty: 3117.729736
	Iteration 17Q: 3 clusters Score -1840196 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1840280.125000 Penalty: 3117.729736
	Iteration 18Q: 3 clusters Score -1840280 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1840370.000000 Penalty: 3117.729736
	Iteration 19Q: 3 clusters Score -1840370 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1840453.750000 Penalty: 3117.729736
	Iteration 20F: 3 clusters Score -1840454 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1840531.125000 Penalty: 3117.729736
	Iteration 21Q: 3 clusters Score -1840531 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1840600.875000 Penalty: 3117.729736
	Iteration 22Q: 3 clusters Score -1840601 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1840672.125000 Penalty: 3117.729736
	Iteration 23Q: 3 clusters Score -1840672 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1840725.875000 Penalty: 3117.729736
	Iteration 24Q: 3 clusters Score -1840726 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1840764.500000 Penalty: 3117.729736
	Iteration 25Q: 3 clusters Score -1840764 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1840794.125000 Penalty: 3117.729736
	Iteration 26Q: 3 clusters Score -1840794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1840824.375000 Penalty: 3117.729736
	Iteration 27Q: 3 clusters Score -1840824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1840837.875000 Penalty: 3117.729736
	Iteration 28Q: 3 clusters Score -1840838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1840851.875000 Penalty: 3117.729736
	Iteration 29Q: 3 clusters Score -1840852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1840871.875000 Penalty: 3117.729736
	Iteration 30Q: 3 clusters Score -1840872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1840880.875000 Penalty: 3117.729736
	Iteration 31Q: 3 clusters Score -1840881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1840888.125000 Penalty: 3117.729736
	Iteration 32Q: 3 clusters Score -1840888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1840889.750000 Penalty: 3117.729736
	Iteration 33Q: 3 clusters Score -1840890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1840893.750000 Penalty: 3117.729736
	Iteration 34Q: 3 clusters Score -1840894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1840901.875000 Penalty: 3117.729736
	Iteration 35Q: 3 clusters Score -1840902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1840904.500000 Penalty: 3117.729736
	Iteration 36Q: 3 clusters Score -1840904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1840911.000000 Penalty: 3117.729736
	Iteration 37Q: 3 clusters Score -1840911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1840911.000000 Penalty: 3117.729736
	Iteration 38Q: 3 clusters Score -1840911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1840915.125000 Penalty: 3117.729736
	Iteration 39Q: 3 clusters Score -1840915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1840918.875000 Penalty: 3117.729736
	Iteration 40F: 3 clusters Score -1840919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1840918.000000 Penalty: 3117.729736
	Iteration 41Q: 3 clusters Score -1840918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1840923.375000 Penalty: 3117.729736
	Iteration 42Q: 3 clusters Score -1840923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1840926.500000 Penalty: 3117.729736
	Iteration 43Q: 3 clusters Score -1840926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1840930.125000 Penalty: 3117.729736
	Iteration 44Q: 3 clusters Score -1840930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1840924.750000 Penalty: 3117.729736
	Iteration 45Q: 3 clusters Score -1840925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1840924.750000 Penalty: 3117.729736
	Iteration 46F: 3 clusters Score -1840925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -545578.062500 Penalty: 1364.375122
	Iteration 0F: 2 clusters Score -545578.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -541958.750000 Penalty: 2728.750244
	Iteration 0F: 3 clusters Score -541958.8 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -543012.187500 Penalty: 2728.750244
	Iteration 1F: 3 clusters Score -543012.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -543200.375000 Penalty: 2728.750244
	Iteration 2F: 3 clusters Score -543200.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -543338.562500 Penalty: 2728.750244
	Iteration 3F: 3 clusters Score -543338.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -543444.187500 Penalty: 2728.750244
	Iteration 4Q: 3 clusters Score -543444.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -543522.875000 Penalty: 2728.750244
	Iteration 5Q: 3 clusters Score -543522.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -543591.437500 Penalty: 2728.750244
	Iteration 6Q: 3 clusters Score -543591.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -543658.187500 Penalty: 2728.750244
	Iteration 7Q: 3 clusters Score -543658.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -543714.562500 Penalty: 2728.750244
	Iteration 8Q: 3 clusters Score -543714.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -543769.437500 Penalty: 2728.750244
	Iteration 9Q: 3 clusters Score -543769.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -543814.250000 Penalty: 2728.750244
	Iteration 10Q: 3 clusters Score -543814.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -543856.812500 Penalty: 2728.750244
	Iteration 11Q: 3 clusters Score -543856.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -543895.062500 Penalty: 2728.750244
	Iteration 12Q: 3 clusters Score -543895.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -543940.125000 Penalty: 2728.750244
	Iteration 13Q: 3 clusters Score -543940.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -543978.625000 Penalty: 2728.750244
	Iteration 14Q: 3 clusters Score -543978.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -544008.125000 Penalty: 2728.750244
	Iteration 15Q: 3 clusters Score -544008.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -544036.625000 Penalty: 2728.750244
	Iteration 16Q: 3 clusters Score -544036.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -544067.000000 Penalty: 2728.750244
	Iteration 17Q: 3 clusters Score -544067 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -544095.875000 Penalty: 2728.750244
	Iteration 18Q: 3 clusters Score -544095.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -544123.437500 Penalty: 2728.750244
	Iteration 19Q: 3 clusters Score -544123.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -544152.062500 Penalty: 2728.750244
	Iteration 20F: 3 clusters Score -544152.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -544174.125000 Penalty: 2728.750244
	Iteration 21Q: 3 clusters Score -544174.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -544199.062500 Penalty: 2728.750244
	Iteration 22Q: 3 clusters Score -544199.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -544222.812500 Penalty: 2728.750244
	Iteration 23Q: 3 clusters Score -544222.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -544241.125000 Penalty: 2728.750244
	Iteration 24Q: 3 clusters Score -544241.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -544252.062500 Penalty: 2728.750244
	Iteration 25Q: 3 clusters Score -544252.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -544261.625000 Penalty: 2728.750244
	Iteration 26Q: 3 clusters Score -544261.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -544274.562500 Penalty: 2728.750244
	Iteration 27Q: 3 clusters Score -544274.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -544284.687500 Penalty: 2728.750244
	Iteration 28Q: 3 clusters Score -544284.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -544298.062500 Penalty: 2728.750244
	Iteration 29Q: 3 clusters Score -544298.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -544318.750000 Penalty: 2728.750244
	Iteration 30Q: 3 clusters Score -544318.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -544335.687500 Penalty: 2728.750244
	Iteration 31Q: 3 clusters Score -544335.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -544342.625000 Penalty: 2728.750244
	Iteration 32Q: 3 clusters Score -544342.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -544350.375000 Penalty: 2728.750244
	Iteration 33Q: 3 clusters Score -544350.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -544355.437500 Penalty: 2728.750244
	Iteration 34Q: 3 clusters Score -544355.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -544358.812500 Penalty: 2728.750244
	Iteration 35Q: 3 clusters Score -544358.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -544362.750000 Penalty: 2728.750244
	Iteration 36Q: 3 clusters Score -544362.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -544364.687500 Penalty: 2728.750244
	Iteration 37Q: 3 clusters Score -544364.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -544368.000000 Penalty: 2728.750244
	Iteration 38Q: 3 clusters Score -544368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -544368.562500 Penalty: 2728.750244
	Iteration 39Q: 3 clusters Score -544368.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -544369.687500 Penalty: 2728.750244
	Iteration 40F: 3 clusters Score -544369.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -544369.812500 Penalty: 2728.750244
	Iteration 41Q: 3 clusters Score -544369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -544372.937500 Penalty: 2728.750244
	Iteration 42Q: 3 clusters Score -544372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -544373.000000 Penalty: 2728.750244
	Iteration 43Q: 3 clusters Score -544373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -544373.937500 Penalty: 2728.750244
	Iteration 44Q: 3 clusters Score -544373.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -544374.625000 Penalty: 2728.750244
	Iteration 45Q: 3 clusters Score -544374.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -544374.625000 Penalty: 2728.750244
	Iteration 46F: 3 clusters Score -544374.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -367494.625000 Penalty: 1299.729492
	Iteration 0F: 2 clusters Score -367494.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -364791.093750 Penalty: 2599.458984
	Iteration 0F: 3 clusters Score -364791.1 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -365423.718750 Penalty: 2599.458984
	Iteration 1F: 3 clusters Score -365423.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -365585.687500 Penalty: 2599.458984
	Iteration 2F: 3 clusters Score -365585.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -365686.156250 Penalty: 2599.458984
	Iteration 3F: 3 clusters Score -365686.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -365753.718750 Penalty: 2599.458984
	Iteration 4Q: 3 clusters Score -365753.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -365810.375000 Penalty: 2599.458984
	Iteration 5Q: 3 clusters Score -365810.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -365866.500000 Penalty: 2599.458984
	Iteration 6Q: 3 clusters Score -365866.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -365924.968750 Penalty: 2599.458984
	Iteration 7Q: 3 clusters Score -365925 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -365974.937500 Penalty: 2599.458984
	Iteration 8Q: 3 clusters Score -365974.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -366010.750000 Penalty: 2599.458984
	Iteration 9Q: 3 clusters Score -366010.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -366046.656250 Penalty: 2599.458984
	Iteration 10Q: 3 clusters Score -366046.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -366074.781250 Penalty: 2599.458984
	Iteration 11Q: 3 clusters Score -366074.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -366094.343750 Penalty: 2599.458984
	Iteration 12Q: 3 clusters Score -366094.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -366116.937500 Penalty: 2599.458984
	Iteration 13Q: 3 clusters Score -366116.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -366135.218750 Penalty: 2599.458984
	Iteration 14Q: 3 clusters Score -366135.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -366148.281250 Penalty: 2599.458984
	Iteration 15Q: 3 clusters Score -366148.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -366164.343750 Penalty: 2599.458984
	Iteration 16Q: 3 clusters Score -366164.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -366183.343750 Penalty: 2599.458984
	Iteration 17Q: 3 clusters Score -366183.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -366204.125000 Penalty: 2599.458984
	Iteration 18Q: 3 clusters Score -366204.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -366219.656250 Penalty: 2599.458984
	Iteration 19Q: 3 clusters Score -366219.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -366232.125000 Penalty: 2599.458984
	Iteration 20F: 3 clusters Score -366232.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -366240.625000 Penalty: 2599.458984
	Iteration 21Q: 3 clusters Score -366240.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -366246.937500 Penalty: 2599.458984
	Iteration 22Q: 3 clusters Score -366246.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -366251.000000 Penalty: 2599.458984
	Iteration 23Q: 3 clusters Score -366251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -366257.437500 Penalty: 2599.458984
	Iteration 24Q: 3 clusters Score -366257.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -366264.250000 Penalty: 2599.458984
	Iteration 25Q: 3 clusters Score -366264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -366267.562500 Penalty: 2599.458984
	Iteration 26Q: 3 clusters Score -366267.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -366271.375000 Penalty: 2599.458984
	Iteration 27Q: 3 clusters Score -366271.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -366277.468750 Penalty: 2599.458984
	Iteration 28Q: 3 clusters Score -366277.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -366281.968750 Penalty: 2599.458984
	Iteration 29Q: 3 clusters Score -366282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -366284.281250 Penalty: 2599.458984
	Iteration 30Q: 3 clusters Score -366284.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -366285.500000 Penalty: 2599.458984
	Iteration 31Q: 3 clusters Score -366285.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -366289.812500 Penalty: 2599.458984
	Iteration 32Q: 3 clusters Score -366289.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -366293.406250 Penalty: 2599.458984
	Iteration 33Q: 3 clusters Score -366293.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -366295.343750 Penalty: 2599.458984
	Iteration 34Q: 3 clusters Score -366295.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -366296.062500 Penalty: 2599.458984
	Iteration 35Q: 3 clusters Score -366296.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -366296.062500 Penalty: 2599.458984
	Iteration 36F: 3 clusters Score -366296.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -375190.093750 Penalty: 1309.529541
	Iteration 0F: 2 clusters Score -375190.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -372380.250000 Penalty: 2619.059082
	Iteration 0F: 3 clusters Score -372380.2 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -373051.656250 Penalty: 2619.059082
	Iteration 1F: 3 clusters Score -373051.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -373282.031250 Penalty: 2619.059082
	Iteration 2F: 3 clusters Score -373282 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -373485.625000 Penalty: 2619.059082
	Iteration 3F: 3 clusters Score -373485.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -373664.156250 Penalty: 2619.059082
	Iteration 4F: 3 clusters Score -373664.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -373855.531250 Penalty: 2619.059082
	Iteration 5F: 3 clusters Score -373855.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -374075.593750 Penalty: 2619.059082
	Iteration 6F: 3 clusters Score -374075.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -374326.093750 Penalty: 2619.059082
	Iteration 7F: 3 clusters Score -374326.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -374535.437500 Penalty: 2619.059082
	Iteration 8F: 3 clusters Score -374535.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -374689.375000 Penalty: 2619.059082
	Iteration 9Q: 3 clusters Score -374689.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -374786.625000 Penalty: 2619.059082
	Iteration 10Q: 3 clusters Score -374786.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -374836.250000 Penalty: 2619.059082
	Iteration 11Q: 3 clusters Score -374836.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -374868.062500 Penalty: 2619.059082
	Iteration 12Q: 3 clusters Score -374868.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -374882.125000 Penalty: 2619.059082
	Iteration 13Q: 3 clusters Score -374882.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -374889.937500 Penalty: 2619.059082
	Iteration 14Q: 3 clusters Score -374889.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -374892.250000 Penalty: 2619.059082
	Iteration 15Q: 3 clusters Score -374892.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -374895.375000 Penalty: 2619.059082
	Iteration 16Q: 3 clusters Score -374895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -374898.843750 Penalty: 2619.059082
	Iteration 17Q: 3 clusters Score -374898.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -374900.937500 Penalty: 2619.059082
	Iteration 18Q: 3 clusters Score -374900.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -374903.750000 Penalty: 2619.059082
	Iteration 19Q: 3 clusters Score -374903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -374905.906250 Penalty: 2619.059082
	Iteration 20F: 3 clusters Score -374905.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -374909.531250 Penalty: 2619.059082
	Iteration 21Q: 3 clusters Score -374909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -374911.500000 Penalty: 2619.059082
	Iteration 22Q: 3 clusters Score -374911.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -374914.125000 Penalty: 2619.059082
	Iteration 23Q: 3 clusters Score -374914.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -374916.906250 Penalty: 2619.059082
	Iteration 24Q: 3 clusters Score -374916.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -374918.000000 Penalty: 2619.059082
	Iteration 25Q: 3 clusters Score -374918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -374918.531250 Penalty: 2619.059082
	Iteration 26Q: 3 clusters Score -374918.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -374919.218750 Penalty: 2619.059082
	Iteration 27Q: 3 clusters Score -374919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -374919.750000 Penalty: 2619.059082
	Iteration 28Q: 3 clusters Score -374919.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -374920.250000 Penalty: 2619.059082
	Iteration 29Q: 3 clusters Score -374920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -374920.250000 Penalty: 2619.059082
	Iteration 30F: 3 clusters Score -374920.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -507533.093750 Penalty: 1355.168823
	Iteration 0F: 2 clusters Score -507533.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -504063.750000 Penalty: 2710.337646
	Iteration 0F: 3 clusters Score -504063.8 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -505003.593750 Penalty: 2710.337646
	Iteration 1F: 3 clusters Score -505003.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -505283.812500 Penalty: 2710.337646
	Iteration 2F: 3 clusters Score -505283.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -505537.125000 Penalty: 2710.337646
	Iteration 3F: 3 clusters Score -505537.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -505790.218750 Penalty: 2710.337646
	Iteration 4F: 3 clusters Score -505790.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -506015.468750 Penalty: 2710.337646
	Iteration 5F: 3 clusters Score -506015.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -506196.781250 Penalty: 2710.337646
	Iteration 6F: 3 clusters Score -506196.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -506325.250000 Penalty: 2710.337646
	Iteration 7Q: 3 clusters Score -506325.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -506404.625000 Penalty: 2710.337646
	Iteration 8Q: 3 clusters Score -506404.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -506468.781250 Penalty: 2710.337646
	Iteration 9Q: 3 clusters Score -506468.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -506520.812500 Penalty: 2710.337646
	Iteration 10Q: 3 clusters Score -506520.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -506562.125000 Penalty: 2710.337646
	Iteration 11Q: 3 clusters Score -506562.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -506605.218750 Penalty: 2710.337646
	Iteration 12Q: 3 clusters Score -506605.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -506654.593750 Penalty: 2710.337646
	Iteration 13Q: 3 clusters Score -506654.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -506711.218750 Penalty: 2710.337646
	Iteration 14Q: 3 clusters Score -506711.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -506783.218750 Penalty: 2710.337646
	Iteration 15Q: 3 clusters Score -506783.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -506872.250000 Penalty: 2710.337646
	Iteration 16Q: 3 clusters Score -506872.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -506975.687500 Penalty: 2710.337646
	Iteration 17Q: 3 clusters Score -506975.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -507095.375000 Penalty: 2710.337646
	Iteration 18Q: 3 clusters Score -507095.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -507163.468750 Penalty: 2710.337646
	Iteration 19Q: 3 clusters Score -507163.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -507196.437500 Penalty: 2710.337646
	Iteration 20F: 3 clusters Score -507196.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -507217.062500 Penalty: 2710.337646
	Iteration 21Q: 3 clusters Score -507217.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -507223.062500 Penalty: 2710.337646
	Iteration 22Q: 3 clusters Score -507223.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -507224.812500 Penalty: 2710.337646
	Iteration 23Q: 3 clusters Score -507224.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -507225.312500 Penalty: 2710.337646
	Iteration 24Q: 3 clusters Score -507225.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -507226.906250 Penalty: 2710.337646
	Iteration 25Q: 3 clusters Score -507226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -507226.906250 Penalty: 2710.337646
	Iteration 26F: 3 clusters Score -507226.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Entering Unmasked Estep 
Score: -1493299.750000 Penalty: 1540.646484
	Iteration 0F: 2 clusters Score -1493300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1484049.375000 Penalty: 3081.292969
	Iteration 0F: 3 clusters Score -1484049 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1487360.750000 Penalty: 3081.292969
	Iteration 1F: 3 clusters Score -1487361 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1487939.875000 Penalty: 3081.292969
	Iteration 2F: 3 clusters Score -1487940 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1488537.500000 Penalty: 3081.292969
	Iteration 3F: 3 clusters Score -1488538 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1489067.375000 Penalty: 3081.292969
	Iteration 4F: 3 clusters Score -1489067 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1489544.875000 Penalty: 3081.292969
	Iteration 5F: 3 clusters Score -1489545 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1489969.000000 Penalty: 3081.292969
	Iteration 6F: 3 clusters Score -1489969 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1490332.375000 Penalty: 3081.292969
	Iteration 7Q: 3 clusters Score -1490332 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1490612.250000 Penalty: 3081.292969
	Iteration 8Q: 3 clusters Score -1490612 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1490846.125000 Penalty: 3081.292969
	Iteration 9Q: 3 clusters Score -1490846 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1491019.500000 Penalty: 3081.292969
	Iteration 10Q: 3 clusters Score -1491020 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1491142.500000 Penalty: 3081.292969
	Iteration 11Q: 3 clusters Score -1491142 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1491238.875000 Penalty: 3081.292969
	Iteration 12Q: 3 clusters Score -1491239 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1491331.125000 Penalty: 3081.292969
	Iteration 13Q: 3 clusters Score -1491331 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1491403.375000 Penalty: 3081.292969
	Iteration 14Q: 3 clusters Score -1491403 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1491461.000000 Penalty: 3081.292969
	Iteration 15Q: 3 clusters Score -1491461 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1491522.750000 Penalty: 3081.292969
	Iteration 16Q: 3 clusters Score -1491523 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1491586.750000 Penalty: 3081.292969
	Iteration 17Q: 3 clusters Score -1491587 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1491641.375000 Penalty: 3081.292969
	Iteration 18Q: 3 clusters Score -1491641 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1491697.250000 Penalty: 3081.292969
	Iteration 19Q: 3 clusters Score -1491697 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1491750.250000 Penalty: 3081.292969
	Iteration 20F: 3 clusters Score -1491750 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1491806.375000 Penalty: 3081.292969
	Iteration 21Q: 3 clusters Score -1491806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1491856.625000 Penalty: 3081.292969
	Iteration 22Q: 3 clusters Score -1491857 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1491899.000000 Penalty: 3081.292969
	Iteration 23Q: 3 clusters Score -1491899 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1491949.875000 Penalty: 3081.292969
	Iteration 24Q: 3 clusters Score -1491950 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1491987.250000 Penalty: 3081.292969
	Iteration 25Q: 3 clusters Score -1491987 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1492021.750000 Penalty: 3081.292969
	Iteration 26Q: 3 clusters Score -1492022 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1492051.875000 Penalty: 3081.292969
	Iteration 27Q: 3 clusters Score -1492052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1492081.750000 Penalty: 3081.292969
	Iteration 28Q: 3 clusters Score -1492082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1492105.625000 Penalty: 3081.292969
	Iteration 29Q: 3 clusters Score -1492106 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1492140.500000 Penalty: 3081.292969
	Iteration 30Q: 3 clusters Score -1492140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1492162.000000 Penalty: 3081.292969
	Iteration 31Q: 3 clusters Score -1492162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1492178.250000 Penalty: 3081.292969
	Iteration 32Q: 3 clusters Score -1492178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1492196.375000 Penalty: 3081.292969
	Iteration 33Q: 3 clusters Score -1492196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1492210.875000 Penalty: 3081.292969
	Iteration 34Q: 3 clusters Score -1492211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1492231.875000 Penalty: 3081.292969
	Iteration 35Q: 3 clusters Score -1492232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1492255.750000 Penalty: 3081.292969
	Iteration 36Q: 3 clusters Score -1492256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1492281.125000 Penalty: 3081.292969
	Iteration 37Q: 3 clusters Score -1492281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1492296.875000 Penalty: 3081.292969
	Iteration 38Q: 3 clusters Score -1492297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1492308.500000 Penalty: 3081.292969
	Iteration 39Q: 3 clusters Score -1492308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1492318.750000 Penalty: 3081.292969
	Iteration 40F: 3 clusters Score -1492319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1492324.625000 Penalty: 3081.292969
	Iteration 41Q: 3 clusters Score -1492325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1492327.375000 Penalty: 3081.292969
	Iteration 42Q: 3 clusters Score -1492327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1492334.500000 Penalty: 3081.292969
	Iteration 43Q: 3 clusters Score -1492334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1492338.000000 Penalty: 3081.292969
	Iteration 44Q: 3 clusters Score -1492338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1492342.500000 Penalty: 3081.292969
	Iteration 45Q: 3 clusters Score -1492342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1492344.500000 Penalty: 3081.292969
	Iteration 46Q: 3 clusters Score -1492344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1492344.750000 Penalty: 3081.292969
	Iteration 47Q: 3 clusters Score -1492345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1492346.125000 Penalty: 3081.292969
	Iteration 48Q: 3 clusters Score -1492346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1492348.375000 Penalty: 3081.292969
	Iteration 49Q: 3 clusters Score -1492348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1492350.625000 Penalty: 3081.292969
	Iteration 50Q: 3 clusters Score -1492351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1492351.375000 Penalty: 3081.292969
	Iteration 51Q: 3 clusters Score -1492351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1492352.625000 Penalty: 3081.292969
	Iteration 52Q: 3 clusters Score -1492353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1492355.375000 Penalty: 3081.292969
	Iteration 53Q: 3 clusters Score -1492355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1492355.125000 Penalty: 3081.292969
	Iteration 54Q: 3 clusters Score -1492355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1492355.125000 Penalty: 3081.292969
	Iteration 55Q: 3 clusters Score -1492355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1492358.250000 Penalty: 3081.292969
	Iteration 56Q: 3 clusters Score -1492358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1492356.500000 Penalty: 3081.292969
	Iteration 57Q: 3 clusters Score -1492356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1492356.750000 Penalty: 3081.292969
	Iteration 58Q: 3 clusters Score -1492357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1492356.750000 Penalty: 3081.292969
	Iteration 59Q: 3 clusters Score -1492357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1492357.000000 Penalty: 3081.292969
	Iteration 60F: 3 clusters Score -1492357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1492359.125000 Penalty: 3081.292969
	Iteration 61Q: 3 clusters Score -1492359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1492359.125000 Penalty: 3081.292969
	Iteration 62F: 3 clusters Score -1492359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Entering Unmasked Estep 
Score: -1068914.250000 Penalty: 1476.313110
	Iteration 0F: 2 clusters Score -1068914 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 4407 members 
Entering Unmasked Estep 
Score: -1062511.500000 Penalty: 2952.626221
	Iteration 0F: 3 clusters Score -1062512 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1064933.375000 Penalty: 2952.626221
	Iteration 1F: 3 clusters Score -1064933 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1065647.500000 Penalty: 2952.626221
	Iteration 2F: 3 clusters Score -1065648 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1066302.875000 Penalty: 2952.626221
	Iteration 3F: 3 clusters Score -1066303 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1066886.375000 Penalty: 2952.626221
	Iteration 4F: 3 clusters Score -1066886 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1067384.000000 Penalty: 2952.626221
	Iteration 5F: 3 clusters Score -1067384 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1067707.250000 Penalty: 2952.626221
	Iteration 6F: 3 clusters Score -1067707 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1067930.625000 Penalty: 2952.626221
	Iteration 7Q: 3 clusters Score -1067931 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1068088.750000 Penalty: 2952.626221
	Iteration 8Q: 3 clusters Score -1068089 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1068214.500000 Penalty: 2952.626221
	Iteration 9Q: 3 clusters Score -1068214 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1068291.625000 Penalty: 2952.626221
	Iteration 10Q: 3 clusters Score -1068292 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1068344.375000 Penalty: 2952.626221
	Iteration 11Q: 3 clusters Score -1068344 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1068386.000000 Penalty: 2952.626221
	Iteration 12Q: 3 clusters Score -1068386 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1068427.250000 Penalty: 2952.626221
	Iteration 13Q: 3 clusters Score -1068427 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1068455.125000 Penalty: 2952.626221
	Iteration 14Q: 3 clusters Score -1068455 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1068481.250000 Penalty: 2952.626221
	Iteration 15Q: 3 clusters Score -1068481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1068499.750000 Penalty: 2952.626221
	Iteration 16Q: 3 clusters Score -1068500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1068511.250000 Penalty: 2952.626221
	Iteration 17Q: 3 clusters Score -1068511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1068522.375000 Penalty: 2952.626221
	Iteration 18Q: 3 clusters Score -1068522 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1068535.750000 Penalty: 2952.626221
	Iteration 19Q: 3 clusters Score -1068536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1068545.750000 Penalty: 2952.626221
	Iteration 20F: 3 clusters Score -1068546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1068557.000000 Penalty: 2952.626221
	Iteration 21Q: 3 clusters Score -1068557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1068571.500000 Penalty: 2952.626221
	Iteration 22Q: 3 clusters Score -1068572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1068582.250000 Penalty: 2952.626221
	Iteration 23Q: 3 clusters Score -1068582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1068592.000000 Penalty: 2952.626221
	Iteration 24Q: 3 clusters Score -1068592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1068601.000000 Penalty: 2952.626221
	Iteration 25Q: 3 clusters Score -1068601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1068604.250000 Penalty: 2952.626221
	Iteration 26Q: 3 clusters Score -1068604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1068605.125000 Penalty: 2952.626221
	Iteration 27Q: 3 clusters Score -1068605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1068606.250000 Penalty: 2952.626221
	Iteration 28Q: 3 clusters Score -1068606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1068607.750000 Penalty: 2952.626221
	Iteration 29Q: 3 clusters Score -1068608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1068609.375000 Penalty: 2952.626221
	Iteration 30Q: 3 clusters Score -1068609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1068607.875000 Penalty: 2952.626221
	Iteration 31Q: 3 clusters Score -1068608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1068608.375000 Penalty: 2952.626221
	Iteration 32Q: 3 clusters Score -1068608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1068608.375000 Penalty: 2952.626221
	Iteration 33F: 3 clusters Score -1068608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -415723.906250 Penalty: 1320.126343
	Iteration 0F: 2 clusters Score -415723.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -412761.312500 Penalty: 2640.252686
	Iteration 0F: 3 clusters Score -412761.3 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -413438.843750 Penalty: 2640.252686
	Iteration 1F: 3 clusters Score -413438.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -413597.687500 Penalty: 2640.252686
	Iteration 2F: 3 clusters Score -413597.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -413717.531250 Penalty: 2640.252686
	Iteration 3F: 3 clusters Score -413717.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -413814.000000 Penalty: 2640.252686
	Iteration 4Q: 3 clusters Score -413814 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -413912.093750 Penalty: 2640.252686
	Iteration 5Q: 3 clusters Score -413912.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -414006.906250 Penalty: 2640.252686
	Iteration 6Q: 3 clusters Score -414006.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -414084.968750 Penalty: 2640.252686
	Iteration 7Q: 3 clusters Score -414085 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -414135.875000 Penalty: 2640.252686
	Iteration 8Q: 3 clusters Score -414135.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -414178.906250 Penalty: 2640.252686
	Iteration 9Q: 3 clusters Score -414178.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -414221.218750 Penalty: 2640.252686
	Iteration 10Q: 3 clusters Score -414221.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -414266.781250 Penalty: 2640.252686
	Iteration 11Q: 3 clusters Score -414266.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -414306.593750 Penalty: 2640.252686
	Iteration 12Q: 3 clusters Score -414306.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -414343.812500 Penalty: 2640.252686
	Iteration 13Q: 3 clusters Score -414343.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -414387.218750 Penalty: 2640.252686
	Iteration 14Q: 3 clusters Score -414387.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -414431.375000 Penalty: 2640.252686
	Iteration 15Q: 3 clusters Score -414431.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -414480.812500 Penalty: 2640.252686
	Iteration 16Q: 3 clusters Score -414480.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -414531.937500 Penalty: 2640.252686
	Iteration 17Q: 3 clusters Score -414531.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -414582.156250 Penalty: 2640.252686
	Iteration 18Q: 3 clusters Score -414582.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -414635.593750 Penalty: 2640.252686
	Iteration 19Q: 3 clusters Score -414635.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -414692.500000 Penalty: 2640.252686
	Iteration 20F: 3 clusters Score -414692.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -414746.812500 Penalty: 2640.252686
	Iteration 21Q: 3 clusters Score -414746.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -414796.156250 Penalty: 2640.252686
	Iteration 22Q: 3 clusters Score -414796.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -414829.468750 Penalty: 2640.252686
	Iteration 23Q: 3 clusters Score -414829.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -414852.500000 Penalty: 2640.252686
	Iteration 24Q: 3 clusters Score -414852.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -414877.250000 Penalty: 2640.252686
	Iteration 25Q: 3 clusters Score -414877.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -414899.218750 Penalty: 2640.252686
	Iteration 26Q: 3 clusters Score -414899.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -414919.593750 Penalty: 2640.252686
	Iteration 27Q: 3 clusters Score -414919.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -414932.906250 Penalty: 2640.252686
	Iteration 28Q: 3 clusters Score -414932.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -414942.531250 Penalty: 2640.252686
	Iteration 29Q: 3 clusters Score -414942.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -414950.031250 Penalty: 2640.252686
	Iteration 30Q: 3 clusters Score -414950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -414953.312500 Penalty: 2640.252686
	Iteration 31Q: 3 clusters Score -414953.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -414956.687500 Penalty: 2640.252686
	Iteration 32Q: 3 clusters Score -414956.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -414961.812500 Penalty: 2640.252686
	Iteration 33Q: 3 clusters Score -414961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -414964.312500 Penalty: 2640.252686
	Iteration 34Q: 3 clusters Score -414964.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -414964.593750 Penalty: 2640.252686
	Iteration 35Q: 3 clusters Score -414964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -414966.250000 Penalty: 2640.252686
	Iteration 36Q: 3 clusters Score -414966.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -414967.500000 Penalty: 2640.252686
	Iteration 37Q: 3 clusters Score -414967.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -414968.812500 Penalty: 2640.252686
	Iteration 38Q: 3 clusters Score -414968.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -414969.656250 Penalty: 2640.252686
	Iteration 39Q: 3 clusters Score -414969.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -414969.656250 Penalty: 2640.252686
	Iteration 40F: 3 clusters Score -414969.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Entering Unmasked Estep 
Score: -1049955.125000 Penalty: 1469.119751
	Iteration 0F: 2 clusters Score -1049955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1043833.375000 Penalty: 2938.239502
	Iteration 0F: 3 clusters Score -1043833 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1045846.437500 Penalty: 2938.239502
	Iteration 1F: 3 clusters Score -1045846 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1046065.625000 Penalty: 2938.239502
	Iteration 2F: 3 clusters Score -1046066 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1046218.437500 Penalty: 2938.239502
	Iteration 3Q: 3 clusters Score -1046218 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1046336.750000 Penalty: 2938.239502
	Iteration 4Q: 3 clusters Score -1046337 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1046442.125000 Penalty: 2938.239502
	Iteration 5Q: 3 clusters Score -1046442 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1046524.250000 Penalty: 2938.239502
	Iteration 6Q: 3 clusters Score -1046524 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1046591.625000 Penalty: 2938.239502
	Iteration 7Q: 3 clusters Score -1046592 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1046657.812500 Penalty: 2938.239502
	Iteration 8Q: 3 clusters Score -1046658 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1046728.750000 Penalty: 2938.239502
	Iteration 9Q: 3 clusters Score -1046729 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1046810.562500 Penalty: 2938.239502
	Iteration 10Q: 3 clusters Score -1046811 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1046917.812500 Penalty: 2938.239502
	Iteration 11Q: 3 clusters Score -1046918 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1047048.937500 Penalty: 2938.239502
	Iteration 12Q: 3 clusters Score -1047049 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1047169.562500 Penalty: 2938.239502
	Iteration 13Q: 3 clusters Score -1047170 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1047302.875000 Penalty: 2938.239502
	Iteration 14Q: 3 clusters Score -1047303 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1047422.937500 Penalty: 2938.239502
	Iteration 15Q: 3 clusters Score -1047423 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1047514.187500 Penalty: 2938.239502
	Iteration 16Q: 3 clusters Score -1047514 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1047590.875000 Penalty: 2938.239502
	Iteration 17Q: 3 clusters Score -1047591 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1047660.562500 Penalty: 2938.239502
	Iteration 18Q: 3 clusters Score -1047661 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1047721.625000 Penalty: 2938.239502
	Iteration 19Q: 3 clusters Score -1047722 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1047790.500000 Penalty: 2938.239502
	Iteration 20F: 3 clusters Score -1047790 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1047859.875000 Penalty: 2938.239502
	Iteration 21Q: 3 clusters Score -1047860 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1047923.562500 Penalty: 2938.239502
	Iteration 22Q: 3 clusters Score -1047924 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1047990.062500 Penalty: 2938.239502
	Iteration 23Q: 3 clusters Score -1047990 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1048042.437500 Penalty: 2938.239502
	Iteration 24Q: 3 clusters Score -1048042 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1048086.500000 Penalty: 2938.239502
	Iteration 25Q: 3 clusters Score -1048086 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1048123.187500 Penalty: 2938.239502
	Iteration 26Q: 3 clusters Score -1048123 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1048153.437500 Penalty: 2938.239502
	Iteration 27Q: 3 clusters Score -1048153 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1048184.937500 Penalty: 2938.239502
	Iteration 28Q: 3 clusters Score -1048185 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1048211.437500 Penalty: 2938.239502
	Iteration 29Q: 3 clusters Score -1048211 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1048224.125000 Penalty: 2938.239502
	Iteration 30Q: 3 clusters Score -1048224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1048236.562500 Penalty: 2938.239502
	Iteration 31Q: 3 clusters Score -1048237 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1048250.125000 Penalty: 2938.239502
	Iteration 32Q: 3 clusters Score -1048250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1048267.562500 Penalty: 2938.239502
	Iteration 33Q: 3 clusters Score -1048268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1048281.062500 Penalty: 2938.239502
	Iteration 34Q: 3 clusters Score -1048281 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1048289.187500 Penalty: 2938.239502
	Iteration 35Q: 3 clusters Score -1048289 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1048295.625000 Penalty: 2938.239502
	Iteration 36Q: 3 clusters Score -1048296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1048304.437500 Penalty: 2938.239502
	Iteration 37Q: 3 clusters Score -1048304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1048312.437500 Penalty: 2938.239502
	Iteration 38Q: 3 clusters Score -1048312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1048324.625000 Penalty: 2938.239502
	Iteration 39Q: 3 clusters Score -1048325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1048331.125000 Penalty: 2938.239502
	Iteration 40F: 3 clusters Score -1048331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1048338.875000 Penalty: 2938.239502
	Iteration 41Q: 3 clusters Score -1048339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1048345.125000 Penalty: 2938.239502
	Iteration 42Q: 3 clusters Score -1048345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1048348.750000 Penalty: 2938.239502
	Iteration 43Q: 3 clusters Score -1048349 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1048352.687500 Penalty: 2938.239502
	Iteration 44Q: 3 clusters Score -1048353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1048352.437500 Penalty: 2938.239502
	Iteration 45Q: 3 clusters Score -1048352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1048354.625000 Penalty: 2938.239502
	Iteration 46Q: 3 clusters Score -1048355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1048354.500000 Penalty: 2938.239502
	Iteration 47Q: 3 clusters Score -1048354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1048356.125000 Penalty: 2938.239502
	Iteration 48Q: 3 clusters Score -1048356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1048357.187500 Penalty: 2938.239502
	Iteration 49Q: 3 clusters Score -1048357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1048355.937500 Penalty: 2938.239502
	Iteration 50Q: 3 clusters Score -1048356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1048355.437500 Penalty: 2938.239502
	Iteration 51Q: 3 clusters Score -1048355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1048357.125000 Penalty: 2938.239502
	Iteration 52Q: 3 clusters Score -1048357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1048356.687500 Penalty: 2938.239502
	Iteration 53Q: 3 clusters Score -1048357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1048360.062500 Penalty: 2938.239502
	Iteration 54Q: 3 clusters Score -1048360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1048359.187500 Penalty: 2938.239502
	Iteration 55Q: 3 clusters Score -1048359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1048360.312500 Penalty: 2938.239502
	Iteration 56Q: 3 clusters Score -1048360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1048360.375000 Penalty: 2938.239502
	Iteration 57Q: 3 clusters Score -1048360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1048359.562500 Penalty: 2938.239502
	Iteration 58Q: 3 clusters Score -1048360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1048358.187500 Penalty: 2938.239502
	Iteration 59Q: 3 clusters Score -1048358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1048359.312500 Penalty: 2938.239502
	Iteration 60F: 3 clusters Score -1048359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Entering Unmasked Estep 
Score: -507779.656250 Penalty: 1355.982056
	Iteration 0F: 2 clusters Score -507779.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -504271.468750 Penalty: 2711.964111
	Iteration 0F: 3 clusters Score -504271.5 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -505204.062500 Penalty: 2711.964111
	Iteration 1F: 3 clusters Score -505204.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -505404.375000 Penalty: 2711.964111
	Iteration 2F: 3 clusters Score -505404.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -505623.687500 Penalty: 2711.964111
	Iteration 3F: 3 clusters Score -505623.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -505881.812500 Penalty: 2711.964111
	Iteration 4F: 3 clusters Score -505881.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -506095.281250 Penalty: 2711.964111
	Iteration 5Q: 3 clusters Score -506095.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -506267.531250 Penalty: 2711.964111
	Iteration 6Q: 3 clusters Score -506267.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -506437.687500 Penalty: 2711.964111
	Iteration 7Q: 3 clusters Score -506437.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -506642.781250 Penalty: 2711.964111
	Iteration 8F: 3 clusters Score -506642.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -506860.468750 Penalty: 2711.964111
	Iteration 9F: 3 clusters Score -506860.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -507094.281250 Penalty: 2711.964111
	Iteration 10F: 3 clusters Score -507094.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -507304.562500 Penalty: 2711.964111
	Iteration 11F: 3 clusters Score -507304.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -507462.375000 Penalty: 2711.964111
	Iteration 12Q: 3 clusters Score -507462.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -507567.281250 Penalty: 2711.964111
	Iteration 13Q: 3 clusters Score -507567.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -507645.312500 Penalty: 2711.964111
	Iteration 14Q: 3 clusters Score -507645.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -507709.968750 Penalty: 2711.964111
	Iteration 15Q: 3 clusters Score -507710 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -507766.593750 Penalty: 2711.964111
	Iteration 16Q: 3 clusters Score -507766.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -507830.687500 Penalty: 2711.964111
	Iteration 17Q: 3 clusters Score -507830.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -507898.406250 Penalty: 2711.964111
	Iteration 18Q: 3 clusters Score -507898.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -507958.000000 Penalty: 2711.964111
	Iteration 19Q: 3 clusters Score -507958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -508019.343750 Penalty: 2711.964111
	Iteration 20F: 3 clusters Score -508019.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -508088.937500 Penalty: 2711.964111
	Iteration 21Q: 3 clusters Score -508088.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -508171.656250 Penalty: 2711.964111
	Iteration 22Q: 3 clusters Score -508171.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -508271.218750 Penalty: 2711.964111
	Iteration 23Q: 3 clusters Score -508271.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -508354.062500 Penalty: 2711.964111
	Iteration 24Q: 3 clusters Score -508354.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -508414.593750 Penalty: 2711.964111
	Iteration 25Q: 3 clusters Score -508414.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -508454.000000 Penalty: 2711.964111
	Iteration 26Q: 3 clusters Score -508454 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -508476.187500 Penalty: 2711.964111
	Iteration 27Q: 3 clusters Score -508476.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -508487.500000 Penalty: 2711.964111
	Iteration 28Q: 3 clusters Score -508487.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -508495.625000 Penalty: 2711.964111
	Iteration 29Q: 3 clusters Score -508495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -508502.281250 Penalty: 2711.964111
	Iteration 30Q: 3 clusters Score -508502.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -508511.093750 Penalty: 2711.964111
	Iteration 31Q: 3 clusters Score -508511.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -508516.593750 Penalty: 2711.964111
	Iteration 32Q: 3 clusters Score -508516.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -508517.500000 Penalty: 2711.964111
	Iteration 33Q: 3 clusters Score -508517.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -508518.906250 Penalty: 2711.964111
	Iteration 34Q: 3 clusters Score -508518.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -508518.906250 Penalty: 2711.964111
	Iteration 35F: 3 clusters Score -508518.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 58798 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3010 members 
Mstep: Class 8 contains 5903 members 
Mstep: Class 9 contains 46139 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 19 contains 13946 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13107 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 3270 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28128 members 
Mstep: Class 32 contains 574 members 
Mstep: Class 33 contains 937 members 
Entering Unmasked Estep 
Score: -48246164.000000 Penalty: 69198.960938
Splitting cluster 29 changes total score from -48246140.000000 to -48246164.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 30 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -197751.265625 Penalty: 1198.275269
	Iteration 0F: 2 clusters Score -197751.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -195911.781250 Penalty: 2396.550537
	Iteration 0F: 3 clusters Score -195911.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -196281.031250 Penalty: 2396.550537
	Iteration 1F: 3 clusters Score -196281 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -196382.187500 Penalty: 2396.550537
	Iteration 2F: 3 clusters Score -196382.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -196491.406250 Penalty: 2396.550537
	Iteration 3F: 3 clusters Score -196491.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -196632.921875 Penalty: 2396.550537
	Iteration 4F: 3 clusters Score -196632.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -196805.703125 Penalty: 2396.550537
	Iteration 5F: 3 clusters Score -196805.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -196939.406250 Penalty: 2396.550537
	Iteration 6F: 3 clusters Score -196939.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -197032.843750 Penalty: 2396.550537
	Iteration 7Q: 3 clusters Score -197032.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -197082.875000 Penalty: 2396.550537
	Iteration 8Q: 3 clusters Score -197082.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -197116.125000 Penalty: 2396.550537
	Iteration 9Q: 3 clusters Score -197116.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -197135.406250 Penalty: 2396.550537
	Iteration 10Q: 3 clusters Score -197135.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -197149.406250 Penalty: 2396.550537
	Iteration 11Q: 3 clusters Score -197149.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -197159.828125 Penalty: 2396.550537
	Iteration 12Q: 3 clusters Score -197159.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -197169.625000 Penalty: 2396.550537
	Iteration 13Q: 3 clusters Score -197169.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -197172.359375 Penalty: 2396.550537
	Iteration 14Q: 3 clusters Score -197172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -197177.109375 Penalty: 2396.550537
	Iteration 15Q: 3 clusters Score -197177.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -197179.843750 Penalty: 2396.550537
	Iteration 16Q: 3 clusters Score -197179.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -197181.828125 Penalty: 2396.550537
	Iteration 17Q: 3 clusters Score -197181.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -197182.937500 Penalty: 2396.550537
	Iteration 18Q: 3 clusters Score -197182.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -197183.484375 Penalty: 2396.550537
	Iteration 19Q: 3 clusters Score -197183.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -197183.484375 Penalty: 2396.550537
	Iteration 20F: 3 clusters Score -197183.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Entering Unmasked Estep 
Score: -3502776.750000 Penalty: 1664.734741
	Iteration 0F: 2 clusters Score -3502777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -3483956.500000 Penalty: 3329.469482
	Iteration 0F: 3 clusters Score -3483956 nChanged 12860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -3490750.000000 Penalty: 3329.469482
	Iteration 1F: 3 clusters Score -3490750 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3491148.000000 Penalty: 3329.469482
	Iteration 2Q: 3 clusters Score -3491148 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3491539.500000 Penalty: 3329.469482
	Iteration 3Q: 3 clusters Score -3491540 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3491966.000000 Penalty: 3329.469482
	Iteration 4Q: 3 clusters Score -3491966 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3492549.250000 Penalty: 3329.469482
	Iteration 5Q: 3 clusters Score -3492549 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3493293.500000 Penalty: 3329.469482
	Iteration 6F: 3 clusters Score -3493294 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3494205.250000 Penalty: 3329.469482
	Iteration 7F: 3 clusters Score -3494205 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -3495198.000000 Penalty: 3329.469482
	Iteration 8F: 3 clusters Score -3495198 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3496155.500000 Penalty: 3329.469482
	Iteration 9F: 3 clusters Score -3496156 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -3496997.750000 Penalty: 3329.469482
	Iteration 10Q: 3 clusters Score -3496998 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3497702.500000 Penalty: 3329.469482
	Iteration 11Q: 3 clusters Score -3497702 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3498353.500000 Penalty: 3329.469482
	Iteration 12Q: 3 clusters Score -3498354 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -3498918.250000 Penalty: 3329.469482
	Iteration 13Q: 3 clusters Score -3498918 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3499388.250000 Penalty: 3329.469482
	Iteration 14Q: 3 clusters Score -3499388 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3499723.250000 Penalty: 3329.469482
	Iteration 15Q: 3 clusters Score -3499723 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -3499946.250000 Penalty: 3329.469482
	Iteration 16Q: 3 clusters Score -3499946 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -3500099.250000 Penalty: 3329.469482
	Iteration 17Q: 3 clusters Score -3500099 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -3500235.250000 Penalty: 3329.469482
	Iteration 18Q: 3 clusters Score -3500235 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -3500348.000000 Penalty: 3329.469482
	Iteration 19Q: 3 clusters Score -3500348 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3500459.500000 Penalty: 3329.469482
	Iteration 20F: 3 clusters Score -3500460 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3500557.250000 Penalty: 3329.469482
	Iteration 21Q: 3 clusters Score -3500557 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3500633.750000 Penalty: 3329.469482
	Iteration 22Q: 3 clusters Score -3500634 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -3500690.000000 Penalty: 3329.469482
	Iteration 23Q: 3 clusters Score -3500690 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -3500736.750000 Penalty: 3329.469482
	Iteration 24Q: 3 clusters Score -3500737 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3500792.000000 Penalty: 3329.469482
	Iteration 25Q: 3 clusters Score -3500792 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3500836.250000 Penalty: 3329.469482
	Iteration 26Q: 3 clusters Score -3500836 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3500904.250000 Penalty: 3329.469482
	Iteration 27Q: 3 clusters Score -3500904 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -3500972.500000 Penalty: 3329.469482
	Iteration 28Q: 3 clusters Score -3500972 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -3501025.250000 Penalty: 3329.469482
	Iteration 29Q: 3 clusters Score -3501025 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3501082.000000 Penalty: 3329.469482
	Iteration 30Q: 3 clusters Score -3501082 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3501132.500000 Penalty: 3329.469482
	Iteration 31Q: 3 clusters Score -3501132 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3501168.000000 Penalty: 3329.469482
	Iteration 32Q: 3 clusters Score -3501168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3501190.000000 Penalty: 3329.469482
	Iteration 33Q: 3 clusters Score -3501190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3501203.750000 Penalty: 3329.469482
	Iteration 34Q: 3 clusters Score -3501204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3501228.750000 Penalty: 3329.469482
	Iteration 35Q: 3 clusters Score -3501229 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -3501256.750000 Penalty: 3329.469482
	Iteration 36Q: 3 clusters Score -3501257 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3501275.750000 Penalty: 3329.469482
	Iteration 37Q: 3 clusters Score -3501276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -3501289.250000 Penalty: 3329.469482
	Iteration 38Q: 3 clusters Score -3501289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -3501306.500000 Penalty: 3329.469482
	Iteration 39Q: 3 clusters Score -3501306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -3501317.000000 Penalty: 3329.469482
	Iteration 40F: 3 clusters Score -3501317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -3501327.750000 Penalty: 3329.469482
	Iteration 41Q: 3 clusters Score -3501328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3501332.250000 Penalty: 3329.469482
	Iteration 42Q: 3 clusters Score -3501332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -3501330.750000 Penalty: 3329.469482
	Iteration 43Q: 3 clusters Score -3501331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3501332.750000 Penalty: 3329.469482
	Iteration 44Q: 3 clusters Score -3501333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -3501334.750000 Penalty: 3329.469482
	Iteration 45Q: 3 clusters Score -3501335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -3501334.250000 Penalty: 3329.469482
	Iteration 46Q: 3 clusters Score -3501334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3501336.250000 Penalty: 3329.469482
	Iteration 47Q: 3 clusters Score -3501336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -3501335.000000 Penalty: 3329.469482
	Iteration 48Q: 3 clusters Score -3501335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3501342.750000 Penalty: 3329.469482
	Iteration 49Q: 3 clusters Score -3501343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3501338.500000 Penalty: 3329.469482
	Iteration 50Q: 3 clusters Score -3501338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3501345.500000 Penalty: 3329.469482
	Iteration 51Q: 3 clusters Score -3501346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -3501343.750000 Penalty: 3329.469482
	Iteration 52Q: 3 clusters Score -3501344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3501347.250000 Penalty: 3329.469482
	Iteration 53Q: 3 clusters Score -3501347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 27758 members 
Entering Unmasked Estep 
Score: -3501347.250000 Penalty: 3329.469482
	Iteration 54F: 3 clusters Score -3501347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -67563.664062 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -67563.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66416.546875 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -66416.55 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66566.273438 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -66566.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66620.320312 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -66620.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66654.078125 Penalty: 2064.604492
	Iteration 3Q: 3 clusters Score -66654.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66674.046875 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -66674.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66681.523438 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -66681.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66690.273438 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -66690.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66693.882812 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -66693.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66701.492188 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -66701.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66710.125000 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -66710.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66711.226562 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -66711.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66711.226562 Penalty: 2064.604492
	Iteration 11F: 3 clusters Score -66711.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 58798 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3010 members 
Mstep: Class 8 contains 5903 members 
Mstep: Class 9 contains 46139 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 3216 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 19 contains 13946 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3161 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13107 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8440 members 
Mstep: Class 29 contains 3270 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28128 members 
Mstep: Class 32 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246432.000000 Penalty: 69198.960938
Iteration 158F: 34 clusters Score -4.824643e+07 nChanged 383
Entering ConstructFrom: 
Score: -48246432.000000 Penalty: 69198.960938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -236806.671875 Penalty: 1251.224365
	Iteration 0F: 2 clusters Score -236806.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -234629.359375 Penalty: 2502.448730
	Iteration 0F: 3 clusters Score -234629.4 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -235211.843750 Penalty: 2502.448730
	Iteration 1F: 3 clusters Score -235211.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -235392.625000 Penalty: 2502.448730
	Iteration 2F: 3 clusters Score -235392.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -235498.328125 Penalty: 2502.448730
	Iteration 3F: 3 clusters Score -235498.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -235556.500000 Penalty: 2502.448730
	Iteration 4Q: 3 clusters Score -235556.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -235611.296875 Penalty: 2502.448730
	Iteration 5Q: 3 clusters Score -235611.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -235648.562500 Penalty: 2502.448730
	Iteration 6Q: 3 clusters Score -235648.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -235672.406250 Penalty: 2502.448730
	Iteration 7Q: 3 clusters Score -235672.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -235703.250000 Penalty: 2502.448730
	Iteration 8Q: 3 clusters Score -235703.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -235726.468750 Penalty: 2502.448730
	Iteration 9Q: 3 clusters Score -235726.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -235746.609375 Penalty: 2502.448730
	Iteration 10Q: 3 clusters Score -235746.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -235764.093750 Penalty: 2502.448730
	Iteration 11Q: 3 clusters Score -235764.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -235774.390625 Penalty: 2502.448730
	Iteration 12Q: 3 clusters Score -235774.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -235781.343750 Penalty: 2502.448730
	Iteration 13Q: 3 clusters Score -235781.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -235794.640625 Penalty: 2502.448730
	Iteration 14Q: 3 clusters Score -235794.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -235812.203125 Penalty: 2502.448730
	Iteration 15Q: 3 clusters Score -235812.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -235838.171875 Penalty: 2502.448730
	Iteration 16Q: 3 clusters Score -235838.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -235858.515625 Penalty: 2502.448730
	Iteration 17Q: 3 clusters Score -235858.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -235869.031250 Penalty: 2502.448730
	Iteration 18Q: 3 clusters Score -235869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -235872.484375 Penalty: 2502.448730
	Iteration 19Q: 3 clusters Score -235872.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -235876.406250 Penalty: 2502.448730
	Iteration 20F: 3 clusters Score -235876.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -235877.984375 Penalty: 2502.448730
	Iteration 21Q: 3 clusters Score -235878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -235879.015625 Penalty: 2502.448730
	Iteration 22Q: 3 clusters Score -235879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -235880.062500 Penalty: 2502.448730
	Iteration 23Q: 3 clusters Score -235880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -235882.156250 Penalty: 2502.448730
	Iteration 24Q: 3 clusters Score -235882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -235883.031250 Penalty: 2502.448730
	Iteration 25Q: 3 clusters Score -235883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -235884.953125 Penalty: 2502.448730
	Iteration 26Q: 3 clusters Score -235885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -235888.250000 Penalty: 2502.448730
	Iteration 27Q: 3 clusters Score -235888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -235890.171875 Penalty: 2502.448730
	Iteration 28Q: 3 clusters Score -235890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -235893.593750 Penalty: 2502.448730
	Iteration 29Q: 3 clusters Score -235893.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -235896.156250 Penalty: 2502.448730
	Iteration 30Q: 3 clusters Score -235896.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -235900.921875 Penalty: 2502.448730
	Iteration 31Q: 3 clusters Score -235900.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -235903.656250 Penalty: 2502.448730
	Iteration 32Q: 3 clusters Score -235903.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -235909.296875 Penalty: 2502.448730
	Iteration 33Q: 3 clusters Score -235909.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -235915.578125 Penalty: 2502.448730
	Iteration 34Q: 3 clusters Score -235915.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -235919.625000 Penalty: 2502.448730
	Iteration 35Q: 3 clusters Score -235919.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -235922.984375 Penalty: 2502.448730
	Iteration 36Q: 3 clusters Score -235923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -235925.562500 Penalty: 2502.448730
	Iteration 37Q: 3 clusters Score -235925.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -235927.984375 Penalty: 2502.448730
	Iteration 38Q: 3 clusters Score -235928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -235927.984375 Penalty: 2502.448730
	Iteration 39F: 3 clusters Score -235928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (71843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Entering Unmasked Estep 
Score: -8888533.000000 Penalty: 1817.113770
	Iteration 0F: 2 clusters Score -8888533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -8840518.000000 Penalty: 3634.227539
	Iteration 0F: 3 clusters Score -8840518 nChanged 34323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -8860415.000000 Penalty: 3634.227539
	Iteration 1F: 3 clusters Score -8860415 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -8861184.000000 Penalty: 3634.227539
	Iteration 2Q: 3 clusters Score -8861184 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -8862269.000000 Penalty: 3634.227539
	Iteration 3Q: 3 clusters Score -8862269 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -8863600.000000 Penalty: 3634.227539
	Iteration 4Q: 3 clusters Score -8863600 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -8865410.000000 Penalty: 3634.227539
	Iteration 5Q: 3 clusters Score -8865410 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -8867720.000000 Penalty: 3634.227539
	Iteration 6F: 3 clusters Score -8867720 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -8870356.000000 Penalty: 3634.227539
	Iteration 7F: 3 clusters Score -8870356 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -8872896.000000 Penalty: 3634.227539
	Iteration 8F: 3 clusters Score -8872896 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -8874908.000000 Penalty: 3634.227539
	Iteration 9Q: 3 clusters Score -8874908 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52401 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -8876248.000000 Penalty: 3634.227539
	Iteration 10Q: 3 clusters Score -8876248 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -8877041.000000 Penalty: 3634.227539
	Iteration 11Q: 3 clusters Score -8877041 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -8877656.000000 Penalty: 3634.227539
	Iteration 12Q: 3 clusters Score -8877656 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -8878328.000000 Penalty: 3634.227539
	Iteration 13Q: 3 clusters Score -8878328 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58453 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -8878980.000000 Penalty: 3634.227539
	Iteration 14Q: 3 clusters Score -8878980 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -8879716.000000 Penalty: 3634.227539
	Iteration 15Q: 3 clusters Score -8879716 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -8880520.000000 Penalty: 3634.227539
	Iteration 16Q: 3 clusters Score -8880520 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -8881351.000000 Penalty: 3634.227539
	Iteration 17Q: 3 clusters Score -8881351 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64432 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -8882144.000000 Penalty: 3634.227539
	Iteration 18Q: 3 clusters Score -8882144 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65709 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -8882912.000000 Penalty: 3634.227539
	Iteration 19Q: 3 clusters Score -8882912 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -8883649.000000 Penalty: 3634.227539
	Iteration 20F: 3 clusters Score -8883649 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -8884359.000000 Penalty: 3634.227539
	Iteration 21Q: 3 clusters Score -8884359 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68877 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -8885078.000000 Penalty: 3634.227539
	Iteration 22Q: 3 clusters Score -8885078 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69658 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -8885706.000000 Penalty: 3634.227539
	Iteration 23Q: 3 clusters Score -8885706 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70297 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8886233.000000 Penalty: 3634.227539
	Iteration 24Q: 3 clusters Score -8886233 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8886603.000000 Penalty: 3634.227539
	Iteration 25Q: 3 clusters Score -8886603 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8886819.000000 Penalty: 3634.227539
	Iteration 26Q: 3 clusters Score -8886819 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71106 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8886950.000000 Penalty: 3634.227539
	Iteration 27Q: 3 clusters Score -8886950 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71184 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8887037.000000 Penalty: 3634.227539
	Iteration 28Q: 3 clusters Score -8887037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71240 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8887054.000000 Penalty: 3634.227539
	Iteration 29Q: 3 clusters Score -8887054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71273 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8887083.000000 Penalty: 3634.227539
	Iteration 30Q: 3 clusters Score -8887083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8887096.000000 Penalty: 3634.227539
	Iteration 31Q: 3 clusters Score -8887096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8887112.000000 Penalty: 3634.227539
	Iteration 32Q: 3 clusters Score -8887112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8887127.000000 Penalty: 3634.227539
	Iteration 33Q: 3 clusters Score -8887127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71334 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8887129.000000 Penalty: 3634.227539
	Iteration 34Q: 3 clusters Score -8887129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71340 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8887135.000000 Penalty: 3634.227539
	Iteration 35Q: 3 clusters Score -8887135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8887133.000000 Penalty: 3634.227539
	Iteration 36Q: 3 clusters Score -8887133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71348 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8887136.000000 Penalty: 3634.227539
	Iteration 37Q: 3 clusters Score -8887136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8887136.000000 Penalty: 3634.227539
	Iteration 38Q: 3 clusters Score -8887136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8887135.000000 Penalty: 3634.227539
	Iteration 39Q: 3 clusters Score -8887135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71352 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8887135.000000 Penalty: 3634.227539
	Iteration 40F: 3 clusters Score -8887135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8887141.000000 Penalty: 3634.227539
	Iteration 41Q: 3 clusters Score -8887141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71349 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8887141.000000 Penalty: 3634.227539
	Iteration 42F: 3 clusters Score -8887141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58799 members 
Entering Unmasked Estep 
Score: -7256195.000000 Penalty: 1784.555542
	Iteration 0F: 2 clusters Score -7256195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -7217613.500000 Penalty: 3569.111084
	Iteration 0F: 3 clusters Score -7217614 nChanged 27758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -7233745.000000 Penalty: 3569.111084
	Iteration 1F: 3 clusters Score -7233745 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30581 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -7234558.000000 Penalty: 3569.111084
	Iteration 2Q: 3 clusters Score -7234558 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -7235633.500000 Penalty: 3569.111084
	Iteration 3Q: 3 clusters Score -7235634 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -7237162.000000 Penalty: 3569.111084
	Iteration 4F: 3 clusters Score -7237162 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -7239200.500000 Penalty: 3569.111084
	Iteration 5F: 3 clusters Score -7239200 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -7241680.500000 Penalty: 3569.111084
	Iteration 6F: 3 clusters Score -7241680 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -7244044.500000 Penalty: 3569.111084
	Iteration 7F: 3 clusters Score -7244044 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -7246105.500000 Penalty: 3569.111084
	Iteration 8F: 3 clusters Score -7246106 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49445 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -7248056.000000 Penalty: 3569.111084
	Iteration 9F: 3 clusters Score -7248056 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -7250018.000000 Penalty: 3569.111084
	Iteration 10Q: 3 clusters Score -7250018 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -7251812.000000 Penalty: 3569.111084
	Iteration 11Q: 3 clusters Score -7251812 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -7253210.000000 Penalty: 3569.111084
	Iteration 12Q: 3 clusters Score -7253210 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57367 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7254160.000000 Penalty: 3569.111084
	Iteration 13Q: 3 clusters Score -7254160 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7254689.000000 Penalty: 3569.111084
	Iteration 14Q: 3 clusters Score -7254689 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7255027.000000 Penalty: 3569.111084
	Iteration 15Q: 3 clusters Score -7255027 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58149 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7255257.000000 Penalty: 3569.111084
	Iteration 16Q: 3 clusters Score -7255257 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58176 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7255415.000000 Penalty: 3569.111084
	Iteration 17Q: 3 clusters Score -7255415 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7255478.000000 Penalty: 3569.111084
	Iteration 18Q: 3 clusters Score -7255478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7255513.000000 Penalty: 3569.111084
	Iteration 19Q: 3 clusters Score -7255513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7255533.500000 Penalty: 3569.111084
	Iteration 20F: 3 clusters Score -7255534 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -7255556.500000 Penalty: 3569.111084
	Iteration 21Q: 3 clusters Score -7255556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7255570.000000 Penalty: 3569.111084
	Iteration 22Q: 3 clusters Score -7255570 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7255582.000000 Penalty: 3569.111084
	Iteration 23Q: 3 clusters Score -7255582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -7255591.000000 Penalty: 3569.111084
	Iteration 24Q: 3 clusters Score -7255591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7255591.000000 Penalty: 3569.111084
	Iteration 25Q: 3 clusters Score -7255591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -7255602.000000 Penalty: 3569.111084
	Iteration 26Q: 3 clusters Score -7255602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58220 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7255602.500000 Penalty: 3569.111084
	Iteration 27Q: 3 clusters Score -7255602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7255602.500000 Penalty: 3569.111084
	Iteration 28Q: 3 clusters Score -7255602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58222 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7255602.500000 Penalty: 3569.111084
	Iteration 29F: 3 clusters Score -7255602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Entering Unmasked Estep 
Score: -789303.562500 Penalty: 1422.909790
	Iteration 0F: 2 clusters Score -789303.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -784522.437500 Penalty: 2845.819580
	Iteration 0F: 3 clusters Score -784522.4 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -785850.187500 Penalty: 2845.819580
	Iteration 1F: 3 clusters Score -785850.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -786096.187500 Penalty: 2845.819580
	Iteration 2F: 3 clusters Score -786096.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -786296.625000 Penalty: 2845.819580
	Iteration 3F: 3 clusters Score -786296.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -786495.812500 Penalty: 2845.819580
	Iteration 4F: 3 clusters Score -786495.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -786680.875000 Penalty: 2845.819580
	Iteration 5Q: 3 clusters Score -786680.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -786870.312500 Penalty: 2845.819580
	Iteration 6Q: 3 clusters Score -786870.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -787056.500000 Penalty: 2845.819580
	Iteration 7Q: 3 clusters Score -787056.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -787241.500000 Penalty: 2845.819580
	Iteration 8Q: 3 clusters Score -787241.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -787423.500000 Penalty: 2845.819580
	Iteration 9Q: 3 clusters Score -787423.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -787603.000000 Penalty: 2845.819580
	Iteration 10Q: 3 clusters Score -787603 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -787748.562500 Penalty: 2845.819580
	Iteration 11Q: 3 clusters Score -787748.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -787842.687500 Penalty: 2845.819580
	Iteration 12Q: 3 clusters Score -787842.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -787920.000000 Penalty: 2845.819580
	Iteration 13Q: 3 clusters Score -787920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -787966.187500 Penalty: 2845.819580
	Iteration 14Q: 3 clusters Score -787966.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -788006.437500 Penalty: 2845.819580
	Iteration 15Q: 3 clusters Score -788006.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -788039.312500 Penalty: 2845.819580
	Iteration 16Q: 3 clusters Score -788039.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -788065.562500 Penalty: 2845.819580
	Iteration 17Q: 3 clusters Score -788065.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -788077.437500 Penalty: 2845.819580
	Iteration 18Q: 3 clusters Score -788077.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -788088.187500 Penalty: 2845.819580
	Iteration 19Q: 3 clusters Score -788088.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -788100.812500 Penalty: 2845.819580
	Iteration 20F: 3 clusters Score -788100.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -788113.375000 Penalty: 2845.819580
	Iteration 21Q: 3 clusters Score -788113.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -788124.125000 Penalty: 2845.819580
	Iteration 22Q: 3 clusters Score -788124.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -788138.437500 Penalty: 2845.819580
	Iteration 23Q: 3 clusters Score -788138.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -788151.000000 Penalty: 2845.819580
	Iteration 24Q: 3 clusters Score -788151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -788157.812500 Penalty: 2845.819580
	Iteration 25Q: 3 clusters Score -788157.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -788165.062500 Penalty: 2845.819580
	Iteration 26Q: 3 clusters Score -788165.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -788171.875000 Penalty: 2845.819580
	Iteration 27Q: 3 clusters Score -788171.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -788172.125000 Penalty: 2845.819580
	Iteration 28Q: 3 clusters Score -788172.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -788173.312500 Penalty: 2845.819580
	Iteration 29Q: 3 clusters Score -788173.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -788172.750000 Penalty: 2845.819580
	Iteration 30Q: 3 clusters Score -788172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -788172.625000 Penalty: 2845.819580
	Iteration 31Q: 3 clusters Score -788172.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -788172.625000 Penalty: 2845.819580
	Iteration 32F: 3 clusters Score -788172.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -682029.062500 Penalty: 1399.944946
	Iteration 0F: 2 clusters Score -682029.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -677751.625000 Penalty: 2799.889893
	Iteration 0F: 3 clusters Score -677751.6 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -678940.562500 Penalty: 2799.889893
	Iteration 1F: 3 clusters Score -678940.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -679113.125000 Penalty: 2799.889893
	Iteration 2F: 3 clusters Score -679113.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -679227.687500 Penalty: 2799.889893
	Iteration 3Q: 3 clusters Score -679227.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -679316.625000 Penalty: 2799.889893
	Iteration 4Q: 3 clusters Score -679316.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -679391.625000 Penalty: 2799.889893
	Iteration 5Q: 3 clusters Score -679391.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -679461.625000 Penalty: 2799.889893
	Iteration 6Q: 3 clusters Score -679461.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -679522.312500 Penalty: 2799.889893
	Iteration 7Q: 3 clusters Score -679522.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -679592.000000 Penalty: 2799.889893
	Iteration 8Q: 3 clusters Score -679592 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -679673.125000 Penalty: 2799.889893
	Iteration 9Q: 3 clusters Score -679673.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -679764.000000 Penalty: 2799.889893
	Iteration 10Q: 3 clusters Score -679764 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -679855.625000 Penalty: 2799.889893
	Iteration 11Q: 3 clusters Score -679855.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -679976.437500 Penalty: 2799.889893
	Iteration 12Q: 3 clusters Score -679976.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -680104.562500 Penalty: 2799.889893
	Iteration 13Q: 3 clusters Score -680104.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -680258.187500 Penalty: 2799.889893
	Iteration 14Q: 3 clusters Score -680258.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -680398.000000 Penalty: 2799.889893
	Iteration 15Q: 3 clusters Score -680398 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -680516.687500 Penalty: 2799.889893
	Iteration 16Q: 3 clusters Score -680516.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -680633.500000 Penalty: 2799.889893
	Iteration 17Q: 3 clusters Score -680633.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -680751.000000 Penalty: 2799.889893
	Iteration 18Q: 3 clusters Score -680751 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -680828.875000 Penalty: 2799.889893
	Iteration 19Q: 3 clusters Score -680828.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -680897.125000 Penalty: 2799.889893
	Iteration 20F: 3 clusters Score -680897.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -680944.625000 Penalty: 2799.889893
	Iteration 21Q: 3 clusters Score -680944.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -680976.750000 Penalty: 2799.889893
	Iteration 22Q: 3 clusters Score -680976.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -680992.750000 Penalty: 2799.889893
	Iteration 23Q: 3 clusters Score -680992.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -681006.250000 Penalty: 2799.889893
	Iteration 24Q: 3 clusters Score -681006.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -681013.562500 Penalty: 2799.889893
	Iteration 25Q: 3 clusters Score -681013.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -681019.750000 Penalty: 2799.889893
	Iteration 26Q: 3 clusters Score -681019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -681021.187500 Penalty: 2799.889893
	Iteration 27Q: 3 clusters Score -681021.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -681023.812500 Penalty: 2799.889893
	Iteration 28Q: 3 clusters Score -681023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -681025.937500 Penalty: 2799.889893
	Iteration 29Q: 3 clusters Score -681025.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -681027.812500 Penalty: 2799.889893
	Iteration 30Q: 3 clusters Score -681027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -681029.000000 Penalty: 2799.889893
	Iteration 31Q: 3 clusters Score -681029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -681029.750000 Penalty: 2799.889893
	Iteration 32Q: 3 clusters Score -681029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -681030.187500 Penalty: 2799.889893
	Iteration 33Q: 3 clusters Score -681030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -681031.250000 Penalty: 2799.889893
	Iteration 34Q: 3 clusters Score -681031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -681030.937500 Penalty: 2799.889893
	Iteration 35Q: 3 clusters Score -681030.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -681032.125000 Penalty: 2799.889893
	Iteration 36Q: 3 clusters Score -681032.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -681032.625000 Penalty: 2799.889893
	Iteration 37Q: 3 clusters Score -681032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -681033.500000 Penalty: 2799.889893
	Iteration 38Q: 3 clusters Score -681033.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -681033.500000 Penalty: 2799.889893
	Iteration 39F: 3 clusters Score -681033.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1313881.750000 Penalty: 1505.365234
	Iteration 0F: 2 clusters Score -1313882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1306373.750000 Penalty: 3010.730469
	Iteration 0F: 3 clusters Score -1306374 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1308779.250000 Penalty: 3010.730469
	Iteration 1F: 3 clusters Score -1308779 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1309028.375000 Penalty: 3010.730469
	Iteration 2F: 3 clusters Score -1309028 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1309230.625000 Penalty: 3010.730469
	Iteration 3Q: 3 clusters Score -1309231 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1309421.250000 Penalty: 3010.730469
	Iteration 4Q: 3 clusters Score -1309421 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1309620.500000 Penalty: 3010.730469
	Iteration 5Q: 3 clusters Score -1309620 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1309848.750000 Penalty: 3010.730469
	Iteration 6Q: 3 clusters Score -1309849 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1310103.125000 Penalty: 3010.730469
	Iteration 7Q: 3 clusters Score -1310103 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1310366.625000 Penalty: 3010.730469
	Iteration 8Q: 3 clusters Score -1310367 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1310645.875000 Penalty: 3010.730469
	Iteration 9Q: 3 clusters Score -1310646 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1310959.750000 Penalty: 3010.730469
	Iteration 10Q: 3 clusters Score -1310960 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1311246.625000 Penalty: 3010.730469
	Iteration 11Q: 3 clusters Score -1311247 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1311498.000000 Penalty: 3010.730469
	Iteration 12Q: 3 clusters Score -1311498 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1311696.250000 Penalty: 3010.730469
	Iteration 13Q: 3 clusters Score -1311696 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1311855.625000 Penalty: 3010.730469
	Iteration 14Q: 3 clusters Score -1311856 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1311999.500000 Penalty: 3010.730469
	Iteration 15Q: 3 clusters Score -1312000 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1312098.000000 Penalty: 3010.730469
	Iteration 16Q: 3 clusters Score -1312098 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1312190.375000 Penalty: 3010.730469
	Iteration 17Q: 3 clusters Score -1312190 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1312294.000000 Penalty: 3010.730469
	Iteration 18Q: 3 clusters Score -1312294 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1312373.250000 Penalty: 3010.730469
	Iteration 19Q: 3 clusters Score -1312373 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1312440.625000 Penalty: 3010.730469
	Iteration 20F: 3 clusters Score -1312441 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -1312481.500000 Penalty: 3010.730469
	Iteration 21Q: 3 clusters Score -1312482 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1312504.375000 Penalty: 3010.730469
	Iteration 22Q: 3 clusters Score -1312504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1312530.250000 Penalty: 3010.730469
	Iteration 23Q: 3 clusters Score -1312530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1312548.125000 Penalty: 3010.730469
	Iteration 24Q: 3 clusters Score -1312548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1312557.250000 Penalty: 3010.730469
	Iteration 25Q: 3 clusters Score -1312557 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1312563.625000 Penalty: 3010.730469
	Iteration 26Q: 3 clusters Score -1312564 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1312572.750000 Penalty: 3010.730469
	Iteration 27Q: 3 clusters Score -1312573 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1312585.500000 Penalty: 3010.730469
	Iteration 28Q: 3 clusters Score -1312586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1312592.500000 Penalty: 3010.730469
	Iteration 29Q: 3 clusters Score -1312592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1312603.000000 Penalty: 3010.730469
	Iteration 30Q: 3 clusters Score -1312603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1312605.250000 Penalty: 3010.730469
	Iteration 31Q: 3 clusters Score -1312605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1312611.750000 Penalty: 3010.730469
	Iteration 32Q: 3 clusters Score -1312612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1312618.875000 Penalty: 3010.730469
	Iteration 33Q: 3 clusters Score -1312619 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1312622.875000 Penalty: 3010.730469
	Iteration 34Q: 3 clusters Score -1312623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1312633.750000 Penalty: 3010.730469
	Iteration 35Q: 3 clusters Score -1312634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1312641.625000 Penalty: 3010.730469
	Iteration 36Q: 3 clusters Score -1312642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1312649.000000 Penalty: 3010.730469
	Iteration 37Q: 3 clusters Score -1312649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1312656.500000 Penalty: 3010.730469
	Iteration 38Q: 3 clusters Score -1312656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1312663.250000 Penalty: 3010.730469
	Iteration 39Q: 3 clusters Score -1312663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1312666.625000 Penalty: 3010.730469
	Iteration 40F: 3 clusters Score -1312667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1312668.250000 Penalty: 3010.730469
	Iteration 41Q: 3 clusters Score -1312668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1312671.375000 Penalty: 3010.730469
	Iteration 42Q: 3 clusters Score -1312671 nChanged 8
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: -1312673.750000 Penalty: 3010.730469
	Iteration 43Q: 3 clusters Score -1312674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1312672.375000 Penalty: 3010.730469
	Iteration 44Q: 3 clusters Score -1312672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1312677.000000 Penalty: 3010.730469
	Iteration 45Q: 3 clusters Score -1312677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1312680.625000 Penalty: 3010.730469
	Iteration 46Q: 3 clusters Score -1312681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1312680.000000 Penalty: 3010.730469
	Iteration 47Q: 3 clusters Score -1312680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1312683.000000 Penalty: 3010.730469
	Iteration 48Q: 3 clusters Score -1312683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1312685.500000 Penalty: 3010.730469
	Iteration 49Q: 3 clusters Score -1312686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1312686.500000 Penalty: 3010.730469
	Iteration 50Q: 3 clusters Score -1312686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1312689.750000 Penalty: 3010.730469
	Iteration 51Q: 3 clusters Score -1312690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1312691.500000 Penalty: 3010.730469
	Iteration 52Q: 3 clusters Score -1312692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1312691.500000 Penalty: 3010.730469
	Iteration 53Q: 3 clusters Score -1312692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1312695.875000 Penalty: 3010.730469
	Iteration 54Q: 3 clusters Score -1312696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1312698.625000 Penalty: 3010.730469
	Iteration 55Q: 3 clusters Score -1312699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1312702.375000 Penalty: 3010.730469
	Iteration 56Q: 3 clusters Score -1312702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1312702.375000 Penalty: 3010.730469
	Iteration 57F: 3 clusters Score -1312702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Entering Unmasked Estep 
Score: -360718.968750 Penalty: 1301.791382
	Iteration 0F: 2 clusters Score -360719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -358016.562500 Penalty: 2603.582764
	Iteration 0F: 3 clusters Score -358016.6 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -358664.125000 Penalty: 2603.582764
	Iteration 1F: 3 clusters Score -358664.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -358808.218750 Penalty: 2603.582764
	Iteration 2F: 3 clusters Score -358808.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -358892.812500 Penalty: 2603.582764
	Iteration 3F: 3 clusters Score -358892.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -358974.125000 Penalty: 2603.582764
	Iteration 4Q: 3 clusters Score -358974.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -359046.437500 Penalty: 2603.582764
	Iteration 5Q: 3 clusters Score -359046.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -359138.781250 Penalty: 2603.582764
	Iteration 6Q: 3 clusters Score -359138.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -359268.468750 Penalty: 2603.582764
	Iteration 7Q: 3 clusters Score -359268.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -359413.437500 Penalty: 2603.582764
	Iteration 8Q: 3 clusters Score -359413.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -359597.531250 Penalty: 2603.582764
	Iteration 9F: 3 clusters Score -359597.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -359757.718750 Penalty: 2603.582764
	Iteration 10Q: 3 clusters Score -359757.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -359907.437500 Penalty: 2603.582764
	Iteration 11Q: 3 clusters Score -359907.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -360026.968750 Penalty: 2603.582764
	Iteration 12Q: 3 clusters Score -360027 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -360151.531250 Penalty: 2603.582764
	Iteration 13Q: 3 clusters Score -360151.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -360319.375000 Penalty: 2603.582764
	Iteration 14Q: 3 clusters Score -360319.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -360486.000000 Penalty: 2603.582764
	Iteration 15Q: 3 clusters Score -360486 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -360571.062500 Penalty: 2603.582764
	Iteration 16Q: 3 clusters Score -360571.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -360618.875000 Penalty: 2603.582764
	Iteration 17Q: 3 clusters Score -360618.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -360649.187500 Penalty: 2603.582764
	Iteration 18Q: 3 clusters Score -360649.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -360668.093750 Penalty: 2603.582764
	Iteration 19Q: 3 clusters Score -360668.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -360679.125000 Penalty: 2603.582764
	Iteration 20F: 3 clusters Score -360679.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -360683.781250 Penalty: 2603.582764
	Iteration 21Q: 3 clusters Score -360683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -360688.625000 Penalty: 2603.582764
	Iteration 22Q: 3 clusters Score -360688.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -360692.250000 Penalty: 2603.582764
	Iteration 23Q: 3 clusters Score -360692.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -360696.093750 Penalty: 2603.582764
	Iteration 24Q: 3 clusters Score -360696.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -360699.125000 Penalty: 2603.582764
	Iteration 25Q: 3 clusters Score -360699.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -360699.375000 Penalty: 2603.582764
	Iteration 26Q: 3 clusters Score -360699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -360702.281250 Penalty: 2603.582764
	Iteration 27Q: 3 clusters Score -360702.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -360704.687500 Penalty: 2603.582764
	Iteration 28Q: 3 clusters Score -360704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -360706.625000 Penalty: 2603.582764
	Iteration 29Q: 3 clusters Score -360706.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -360708.281250 Penalty: 2603.582764
	Iteration 30Q: 3 clusters Score -360708.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -360708.687500 Penalty: 2603.582764
	Iteration 31Q: 3 clusters Score -360708.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -360708.687500 Penalty: 2603.582764
	Iteration 32F: 3 clusters Score -360708.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Entering Unmasked Estep 
Score: -726097.125000 Penalty: 1411.434937
	Iteration 0F: 2 clusters Score -726097.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -721524.750000 Penalty: 2822.869873
	Iteration 0F: 3 clusters Score -721524.8 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -722867.500000 Penalty: 2822.869873
	Iteration 1F: 3 clusters Score -722867.5 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -723063.562500 Penalty: 2822.869873
	Iteration 2F: 3 clusters Score -723063.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -723196.062500 Penalty: 2822.869873
	Iteration 3Q: 3 clusters Score -723196.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -723337.562500 Penalty: 2822.869873
	Iteration 4Q: 3 clusters Score -723337.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -723469.562500 Penalty: 2822.869873
	Iteration 5Q: 3 clusters Score -723469.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -723616.687500 Penalty: 2822.869873
	Iteration 6Q: 3 clusters Score -723616.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -723814.812500 Penalty: 2822.869873
	Iteration 7Q: 3 clusters Score -723814.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -724059.812500 Penalty: 2822.869873
	Iteration 8F: 3 clusters Score -724059.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -724280.437500 Penalty: 2822.869873
	Iteration 9F: 3 clusters Score -724280.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -724487.875000 Penalty: 2822.869873
	Iteration 10Q: 3 clusters Score -724487.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -724746.812500 Penalty: 2822.869873
	Iteration 11Q: 3 clusters Score -724746.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -725034.000000 Penalty: 2822.869873
	Iteration 12Q: 3 clusters Score -725034 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -725292.500000 Penalty: 2822.869873
	Iteration 13Q: 3 clusters Score -725292.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -725521.062500 Penalty: 2822.869873
	Iteration 14Q: 3 clusters Score -725521.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -725627.750000 Penalty: 2822.869873
	Iteration 15Q: 3 clusters Score -725627.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -725698.562500 Penalty: 2822.869873
	Iteration 16Q: 3 clusters Score -725698.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -725731.937500 Penalty: 2822.869873
	Iteration 17Q: 3 clusters Score -725731.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -725746.812500 Penalty: 2822.869873
	Iteration 18Q: 3 clusters Score -725746.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -725750.875000 Penalty: 2822.869873
	Iteration 19Q: 3 clusters Score -725750.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -725753.500000 Penalty: 2822.869873
	Iteration 20F: 3 clusters Score -725753.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -725753.125000 Penalty: 2822.869873
	Iteration 21Q: 3 clusters Score -725753.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -725754.625000 Penalty: 2822.869873
	Iteration 22Q: 3 clusters Score -725754.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -725754.625000 Penalty: 2822.869873
	Iteration 23F: 3 clusters Score -725754.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Entering Unmasked Estep 
Score: -5681276.000000 Penalty: 1745.154785
	Iteration 0F: 2 clusters Score -5681276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -5650523.000000 Penalty: 3490.309570
	Iteration 0F: 3 clusters Score -5650523 nChanged 21459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -5662946.500000 Penalty: 3490.309570
	Iteration 1F: 3 clusters Score -5662946 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -5663329.000000 Penalty: 3490.309570
	Iteration 2Q: 3 clusters Score -5663329 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -5663820.500000 Penalty: 3490.309570
	Iteration 3Q: 3 clusters Score -5663820 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -5664458.500000 Penalty: 3490.309570
	Iteration 4Q: 3 clusters Score -5664458 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -5665254.500000 Penalty: 3490.309570
	Iteration 5Q: 3 clusters Score -5665254 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -5666365.500000 Penalty: 3490.309570
	Iteration 6Q: 3 clusters Score -5666366 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -5667893.500000 Penalty: 3490.309570
	Iteration 7F: 3 clusters Score -5667894 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -5669588.500000 Penalty: 3490.309570
	Iteration 8F: 3 clusters Score -5669588 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -5671338.000000 Penalty: 3490.309570
	Iteration 9F: 3 clusters Score -5671338 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -5672946.000000 Penalty: 3490.309570
	Iteration 10F: 3 clusters Score -5672946 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -5674367.500000 Penalty: 3490.309570
	Iteration 11Q: 3 clusters Score -5674368 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -5675496.000000 Penalty: 3490.309570
	Iteration 12Q: 3 clusters Score -5675496 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25614 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -5676244.000000 Penalty: 3490.309570
	Iteration 13Q: 3 clusters Score -5676244 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -5676808.500000 Penalty: 3490.309570
	Iteration 14Q: 3 clusters Score -5676808 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -5677234.000000 Penalty: 3490.309570
	Iteration 15Q: 3 clusters Score -5677234 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -5677581.500000 Penalty: 3490.309570
	Iteration 16Q: 3 clusters Score -5677582 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -5677772.500000 Penalty: 3490.309570
	Iteration 17Q: 3 clusters Score -5677772 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -5677939.500000 Penalty: 3490.309570
	Iteration 18Q: 3 clusters Score -5677940 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -5678098.500000 Penalty: 3490.309570
	Iteration 19Q: 3 clusters Score -5678098 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -5678163.500000 Penalty: 3490.309570
	Iteration 20F: 3 clusters Score -5678164 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -5678220.500000 Penalty: 3490.309570
	Iteration 21Q: 3 clusters Score -5678220 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -5678259.000000 Penalty: 3490.309570
	Iteration 22Q: 3 clusters Score -5678259 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -5678289.500000 Penalty: 3490.309570
	Iteration 23Q: 3 clusters Score -5678290 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -5678312.000000 Penalty: 3490.309570
	Iteration 24Q: 3 clusters Score -5678312 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -5678333.000000 Penalty: 3490.309570
	Iteration 25Q: 3 clusters Score -5678333 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -5678361.000000 Penalty: 3490.309570
	Iteration 26Q: 3 clusters Score -5678361 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -5678373.000000 Penalty: 3490.309570
	Iteration 27Q: 3 clusters Score -5678373 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -5678403.000000 Penalty: 3490.309570
	Iteration 28Q: 3 clusters Score -5678403 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -5678421.000000 Penalty: 3490.309570
	Iteration 29Q: 3 clusters Score -5678421 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -5678424.000000 Penalty: 3490.309570
	Iteration 30Q: 3 clusters Score -5678424 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -5678426.000000 Penalty: 3490.309570
	Iteration 31Q: 3 clusters Score -5678426 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -5678427.500000 Penalty: 3490.309570
	Iteration 32Q: 3 clusters Score -5678428 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -5678431.500000 Penalty: 3490.309570
	Iteration 33Q: 3 clusters Score -5678432 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -5678443.500000 Penalty: 3490.309570
	Iteration 34Q: 3 clusters Score -5678444 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -5678445.500000 Penalty: 3490.309570
	Iteration 35Q: 3 clusters Score -5678446 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -5678467.500000 Penalty: 3490.309570
	Iteration 36Q: 3 clusters Score -5678468 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -5678476.000000 Penalty: 3490.309570
	Iteration 37Q: 3 clusters Score -5678476 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -5678479.000000 Penalty: 3490.309570
	Iteration 38Q: 3 clusters Score -5678479 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -5678476.000000 Penalty: 3490.309570
	Iteration 39Q: 3 clusters Score -5678476 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -5678478.500000 Penalty: 3490.309570
	Iteration 40F: 3 clusters Score -5678478 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -5678473.000000 Penalty: 3490.309570
	Iteration 41Q: 3 clusters Score -5678473 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -5678477.000000 Penalty: 3490.309570
	Iteration 42Q: 3 clusters Score -5678477 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -5678485.000000 Penalty: 3490.309570
	Iteration 43Q: 3 clusters Score -5678485 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -5678498.500000 Penalty: 3490.309570
	Iteration 44Q: 3 clusters Score -5678498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -5678503.500000 Penalty: 3490.309570
	Iteration 45Q: 3 clusters Score -5678504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -5678507.500000 Penalty: 3490.309570
	Iteration 46Q: 3 clusters Score -5678508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -5678502.500000 Penalty: 3490.309570
	Iteration 47Q: 3 clusters Score -5678502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -5678500.000000 Penalty: 3490.309570
	Iteration 48Q: 3 clusters Score -5678500 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -5678507.500000 Penalty: 3490.309570
	Iteration 49Q: 3 clusters Score -5678508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -5678512.500000 Penalty: 3490.309570
	Iteration 50Q: 3 clusters Score -5678512 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -5678502.000000 Penalty: 3490.309570
	Iteration 51Q: 3 clusters Score -5678502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -5678521.500000 Penalty: 3490.309570
	Iteration 52Q: 3 clusters Score -5678522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -5678521.500000 Penalty: 3490.309570
	Iteration 53Q: 3 clusters Score -5678522 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5678514 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -5678517.500000 Penalty: 3490.309570
	Iteration 55Q: 3 clusters Score -5678518 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -5678516.500000 Penalty: 3490.309570
	Iteration 56Q: 3 clusters Score -5678516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -5678512.500000 Penalty: 3490.309570
	Iteration 57Q: 3 clusters Score -5678512 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5678504 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5678502 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5678500 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5678508 nChanged 37
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Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -5678510.500000 Penalty: 3490.309570
	Iteration 62Q: 3 clusters Score -5678510 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -5678521.500000 Penalty: 3490.309570
	Iteration 63Q: 3 clusters Score -5678522 nChanged 55
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Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5678514 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5678530 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5678539.500000 Penalty: 3490.309570
	Iteration 66Q: 3 clusters Score -5678540 nChanged 56
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Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5678557 nChanged 54
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Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5678552 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30990 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5678558 nChanged 54
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Mstep: Class 1 contains 31044 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5678570 nChanged 42
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Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5678572 nChanged 44
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Mstep: Class 1 contains 31130 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5678574 nChanged 46
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Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5678576 nChanged 65
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Mstep: Class 1 contains 31239 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5678580 nChanged 68
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Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5678583 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31368 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5678590 nChanged 54
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Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5678578 nChanged 58
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Mstep: Class 1 contains 31539 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 31596 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5678564 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5678566 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31718 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5678590 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31780 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5678593 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31835 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5678606 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5678593 nChanged 55
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Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5678600 nChanged 59
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Mstep: Class 1 contains 31999 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5678606 nChanged 64
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Mstep: Class 1 contains 32063 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5678601 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5678605 nChanged 48
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Mstep: Class 1 contains 32164 members 
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	Iteration 90Q: 3 clusters Score -5678603 nChanged 35
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Mstep: Class 1 contains 32195 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5678610 nChanged 34
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5678601 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5678604 nChanged 39
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Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 13842 members 
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	Iteration 94Q: 3 clusters Score -5678601 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32335 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5678602 nChanged 41
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Mstep: Class 1 contains 32376 members 
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	Iteration 96Q: 3 clusters Score -5678604 nChanged 49
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Mstep: Class 1 contains 32423 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5678596 nChanged 52
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Mstep: Class 1 contains 32475 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5678603 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32531 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5678618 nChanged 64
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Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5678612 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32659 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5678618 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -5678611.500000 Penalty: 3490.309570
	Iteration 102Q: 3 clusters Score -5678612 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32746 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5678618 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32785 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5678600 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32816 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5678604 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32841 members 
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Entering Unmasked Estep 
Score: -5678626.000000 Penalty: 3490.309570
	Iteration 106Q: 3 clusters Score -5678626 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32863 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5678619 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5678620 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32901 members 
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	Iteration 109Q: 3 clusters Score -5678619 nChanged 17
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5678637 nChanged 26
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Mstep: Class 1 contains 32944 members 
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Entering Unmasked Estep 
Score: -5678614.500000 Penalty: 3490.309570
	Iteration 111Q: 3 clusters Score -5678614 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32972 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5678610 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33007 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5678618 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33034 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5678620 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5678607 nChanged 36
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5678610 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5678608 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33159 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5678606 nChanged 39
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Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5678600 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33236 members 
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Entering Unmasked Estep 
Score: -5678591.500000 Penalty: 3490.309570
	Iteration 120F: 3 clusters Score -5678592 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5678601 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33324 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5678620 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33379 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5678616 nChanged 52
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5678617 nChanged 58
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Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5678636 nChanged 43
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Mstep: Class 1 contains 33528 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5678644 nChanged 38
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Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5678652 nChanged 29
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5678654 nChanged 28
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5678653 nChanged 27
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5678663 nChanged 22
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	Iteration 131Q: 3 clusters Score -5678656 nChanged 25
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	Iteration 132Q: 3 clusters Score -5678659 nChanged 28
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	Iteration 133Q: 3 clusters Score -5678651 nChanged 28
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5678640 nChanged 30
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5678636 nChanged 20
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5678634 nChanged 23
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5678632 nChanged 18
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5678634 nChanged 21
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5678638 nChanged 28
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Entering Unmasked Estep 
Score: -5678642.500000 Penalty: 3490.309570
	Iteration 140F: 3 clusters Score -5678642 nChanged 37
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	Iteration 141Q: 3 clusters Score -5678640 nChanged 46
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5678651 nChanged 41
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	Iteration 143Q: 3 clusters Score -5678654 nChanged 34
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5678646 nChanged 35
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	Iteration 145Q: 3 clusters Score -5678654 nChanged 24
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5678662 nChanged 24
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	Iteration 160F: 3 clusters Score -5678663 nChanged 13
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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 180F: 3 clusters Score -5678708 nChanged 70
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	Iteration 199Q: 3 clusters Score -5678768 nChanged 41
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	Iteration 200F: 3 clusters Score -5678763 nChanged 44
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	Iteration 206Q: 3 clusters Score -5678780 nChanged 46
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	Iteration 207Q: 3 clusters Score -5678790 nChanged 48
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	Iteration 210Q: 3 clusters Score -5678799 nChanged 46
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	Iteration 218Q: 3 clusters Score -5678818 nChanged 64
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	Iteration 220F: 3 clusters Score -5678824 nChanged 65
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	Iteration 223Q: 3 clusters Score -5678843 nChanged 104
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	Iteration 231Q: 3 clusters Score -5678894 nChanged 70
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	Iteration 239Q: 3 clusters Score -5678937 nChanged 39
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Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -5678939.500000 Penalty: 3490.309570
	Iteration 240F: 3 clusters Score -5678940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -5678942 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -5678952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -5678964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -5678966 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5678956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -5678958 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -5678949.500000 Penalty: 3490.309570
	Iteration 247Q: 3 clusters Score -5678950 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5678952 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -5678956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -5678957 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -5678943 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -5678958 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -5678956 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -5678981 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -5678985 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -5679004.000000 Penalty: 3490.309570
	Iteration 256Q: 3 clusters Score -5679004 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -5679011 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -5679018 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -5679037 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -5679038 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -5679049 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -5679086 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -5679084 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -5679102 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -5679098 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -5679123 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
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	Iteration 267Q: 3 clusters Score -5679137 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40829 members 
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Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -5679170 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -5679172 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41023 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -5679170 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -5679180 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -5679202 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -5679212 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -5679218 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -5679218 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -5679240 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41788 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -5679251 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -5679282 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
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	Iteration 279Q: 3 clusters Score -5679300 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5679308.000000 Penalty: 3490.309570
	Iteration 280F: 3 clusters Score -5679308 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -5679336 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -5679350 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -5679366 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -5679384 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5679413.500000 Penalty: 3490.309570
	Iteration 285Q: 3 clusters Score -5679414 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -5679440 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -5679488 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -5679502.500000 Penalty: 3490.309570
	Iteration 288Q: 3 clusters Score -5679502 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -5679540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -5679544 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -5679576 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -5679596 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -5679614 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -5679603 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -5679614 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -5679630 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -5679644 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5679673.500000 Penalty: 3490.309570
	Iteration 298Q: 3 clusters Score -5679674 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -5679694 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -5679715.000000 Penalty: 3490.309570
	Iteration 300F: 3 clusters Score -5679715 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -5679721 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -5679723 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -5679733 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -5679746.000000 Penalty: 3490.309570
	Iteration 304Q: 3 clusters Score -5679746 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5679763.000000 Penalty: 3490.309570
	Iteration 305Q: 3 clusters Score -5679763 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -5679768 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -5679778 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -5679786 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -5679790 nChanged 42
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Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -5679806 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -5679808 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5679811.500000 Penalty: 3490.309570
	Iteration 312Q: 3 clusters Score -5679812 nChanged 37
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Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -5679834 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5679846.000000 Penalty: 3490.309570
	Iteration 314Q: 3 clusters Score -5679846 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -5679849 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
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	Iteration 316Q: 3 clusters Score -5679858 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44632 members 
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Entering Unmasked Estep 
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	Iteration 317Q: 3 clusters Score -5679866 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -5679870 nChanged 33
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Mstep: Class 1 contains 44688 members 
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Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -5679868 nChanged 23
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Mstep: Class 1 contains 44709 members 
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Entering Unmasked Estep 
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	Iteration 320F: 3 clusters Score -5679874 nChanged 21
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Mstep: Class 1 contains 44730 members 
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Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -5679876 nChanged 30
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Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -5679880 nChanged 23
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Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -5679887 nChanged 24
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Mstep: Class 1 contains 44795 members 
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Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -5679896 nChanged 20
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Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -5679897 nChanged 17
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Mstep: Class 1 contains 44822 members 
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Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -5679894 nChanged 18
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Mstep: Class 1 contains 44836 members 
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Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -5679906 nChanged 14
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Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -5679914 nChanged 13
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Mstep: Class 1 contains 44859 members 
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Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -5679905 nChanged 12
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	Iteration 330Q: 3 clusters Score -5679905 nChanged 11
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Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -5679915 nChanged 3
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Mstep: Class 2 contains 1258 members 
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	Iteration 332Q: 3 clusters Score -5679915 nChanged 0
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Score: -5679915.000000 Penalty: 3490.309570
	Iteration 333F: 3 clusters Score -5679915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Entering Unmasked Estep 
Score: -4131653.750000 Penalty: 1693.184937
	Iteration 0F: 2 clusters Score -4131654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -4109148.500000 Penalty: 3386.369873
	Iteration 0F: 3 clusters Score -4109148 nChanged 15408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -4118035.500000 Penalty: 3386.369873
	Iteration 1F: 3 clusters Score -4118036 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -4118690.500000 Penalty: 3386.369873
	Iteration 2Q: 3 clusters Score -4118690 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -4119461.250000 Penalty: 3386.369873
	Iteration 3F: 3 clusters Score -4119461 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4120355.500000 Penalty: 3386.369873
	Iteration 4F: 3 clusters Score -4120356 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -4121402.500000 Penalty: 3386.369873
	Iteration 5F: 3 clusters Score -4121402 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -4122654.750000 Penalty: 3386.369873
	Iteration 6F: 3 clusters Score -4122655 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -4124146.000000 Penalty: 3386.369873
	Iteration 7F: 3 clusters Score -4124146 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -4125666.500000 Penalty: 3386.369873
	Iteration 8F: 3 clusters Score -4125666 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -4127000.750000 Penalty: 3386.369873
	Iteration 9F: 3 clusters Score -4127001 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -4128102.250000 Penalty: 3386.369873
	Iteration 10Q: 3 clusters Score -4128102 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -4128969.750000 Penalty: 3386.369873
	Iteration 11Q: 3 clusters Score -4128970 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -4129565.750000 Penalty: 3386.369873
	Iteration 12Q: 3 clusters Score -4129566 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -4129950.500000 Penalty: 3386.369873
	Iteration 13Q: 3 clusters Score -4129950 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -4130147.500000 Penalty: 3386.369873
	Iteration 14Q: 3 clusters Score -4130148 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -4130278.000000 Penalty: 3386.369873
	Iteration 15Q: 3 clusters Score -4130278 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -4130353.000000 Penalty: 3386.369873
	Iteration 16Q: 3 clusters Score -4130353 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4130410.750000 Penalty: 3386.369873
	Iteration 17Q: 3 clusters Score -4130411 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -4130444.750000 Penalty: 3386.369873
	Iteration 18Q: 3 clusters Score -4130445 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -4130476.750000 Penalty: 3386.369873
	Iteration 19Q: 3 clusters Score -4130477 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -4130485.000000 Penalty: 3386.369873
	Iteration 20F: 3 clusters Score -4130485 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4130497.250000 Penalty: 3386.369873
	Iteration 21Q: 3 clusters Score -4130497 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -4130513.500000 Penalty: 3386.369873
	Iteration 22Q: 3 clusters Score -4130514 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -4130523.750000 Penalty: 3386.369873
	Iteration 23Q: 3 clusters Score -4130524 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -4130526.000000 Penalty: 3386.369873
	Iteration 24Q: 3 clusters Score -4130526 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -4130533.000000 Penalty: 3386.369873
	Iteration 25Q: 3 clusters Score -4130533 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -4130538.250000 Penalty: 3386.369873
	Iteration 26Q: 3 clusters Score -4130538 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -4130543.250000 Penalty: 3386.369873
	Iteration 27Q: 3 clusters Score -4130543 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -4130543.000000 Penalty: 3386.369873
	Iteration 28Q: 3 clusters Score -4130543 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -4130546.500000 Penalty: 3386.369873
	Iteration 29Q: 3 clusters Score -4130546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -4130551.250000 Penalty: 3386.369873
	Iteration 30Q: 3 clusters Score -4130551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -4130556.500000 Penalty: 3386.369873
	Iteration 31Q: 3 clusters Score -4130556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -4130558.750000 Penalty: 3386.369873
	Iteration 32Q: 3 clusters Score -4130559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -4130560.750000 Penalty: 3386.369873
	Iteration 33Q: 3 clusters Score -4130561 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -4130564.500000 Penalty: 3386.369873
	Iteration 34Q: 3 clusters Score -4130564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -4130567.000000 Penalty: 3386.369873
	Iteration 35Q: 3 clusters Score -4130567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -4130565.250000 Penalty: 3386.369873
	Iteration 36Q: 3 clusters Score -4130565 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -4130577.250000 Penalty: 3386.369873
	Iteration 37Q: 3 clusters Score -4130577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -4130582.750000 Penalty: 3386.369873
	Iteration 38Q: 3 clusters Score -4130583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -4130576.250000 Penalty: 3386.369873
	Iteration 39Q: 3 clusters Score -4130576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -4130581.750000 Penalty: 3386.369873
	Iteration 40F: 3 clusters Score -4130582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -4130583.000000 Penalty: 3386.369873
	Iteration 41Q: 3 clusters Score -4130583 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -4130581.500000 Penalty: 3386.369873
	Iteration 42Q: 3 clusters Score -4130582 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -4130579.500000 Penalty: 3386.369873
	Iteration 43Q: 3 clusters Score -4130580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -4130574.750000 Penalty: 3386.369873
	Iteration 44Q: 3 clusters Score -4130575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -4130584.000000 Penalty: 3386.369873
	Iteration 45Q: 3 clusters Score -4130584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -4130581.000000 Penalty: 3386.369873
	Iteration 46Q: 3 clusters Score -4130581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -4130580.000000 Penalty: 3386.369873
	Iteration 47Q: 3 clusters Score -4130580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -4130586.000000 Penalty: 3386.369873
	Iteration 48Q: 3 clusters Score -4130586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -4130588.500000 Penalty: 3386.369873
	Iteration 49Q: 3 clusters Score -4130588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -4130584.000000 Penalty: 3386.369873
	Iteration 50Q: 3 clusters Score -4130584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -4130588.250000 Penalty: 3386.369873
	Iteration 51Q: 3 clusters Score -4130588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -4130593.500000 Penalty: 3386.369873
	Iteration 52Q: 3 clusters Score -4130594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -4130594.000000 Penalty: 3386.369873
	Iteration 53Q: 3 clusters Score -4130594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -4130593.750000 Penalty: 3386.369873
	Iteration 54Q: 3 clusters Score -4130594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4130598.500000 Penalty: 3386.369873
	Iteration 55Q: 3 clusters Score -4130598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -4130603.500000 Penalty: 3386.369873
	Iteration 56Q: 3 clusters Score -4130604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -4130599.250000 Penalty: 3386.369873
	Iteration 57Q: 3 clusters Score -4130599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -4130595.000000 Penalty: 3386.369873
	Iteration 58Q: 3 clusters Score -4130595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -4130594.250000 Penalty: 3386.369873
	Iteration 59Q: 3 clusters Score -4130594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -4130593.500000 Penalty: 3386.369873
	Iteration 60F: 3 clusters Score -4130594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -4130595.000000 Penalty: 3386.369873
	Iteration 61Q: 3 clusters Score -4130595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -4130595.000000 Penalty: 3386.369873
	Iteration 62F: 3 clusters Score -4130595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -239065.281250 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -239065.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -237009.437500 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -237009.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -237433.500000 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -237433.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -237552.406250 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -237552.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -237633.953125 Penalty: 2463.395752
	Iteration 3Q: 3 clusters Score -237634 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -237708.828125 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -237708.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -237805.921875 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -237805.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -237888.921875 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -237888.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -237958.187500 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -237958.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -238006.515625 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -238006.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -238039.890625 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -238039.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -238060.343750 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -238060.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -238079.406250 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -238079.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -238100.203125 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -238100.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -238116.593750 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -238116.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -238131.156250 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -238131.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -238145.890625 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -238145.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -238152.859375 Penalty: 2463.395752
	Iteration 16Q: 3 clusters Score -238152.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -238160.312500 Penalty: 2463.395752
	Iteration 17Q: 3 clusters Score -238160.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -238165.437500 Penalty: 2463.395752
	Iteration 18Q: 3 clusters Score -238165.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -238167.078125 Penalty: 2463.395752
	Iteration 19Q: 3 clusters Score -238167.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -238169.343750 Penalty: 2463.395752
	Iteration 20F: 3 clusters Score -238169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -238171.953125 Penalty: 2463.395752
	Iteration 21Q: 3 clusters Score -238172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -238173.906250 Penalty: 2463.395752
	Iteration 22Q: 3 clusters Score -238173.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -238174.640625 Penalty: 2463.395752
	Iteration 23Q: 3 clusters Score -238174.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -238174.984375 Penalty: 2463.395752
	Iteration 24Q: 3 clusters Score -238175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -238175.546875 Penalty: 2463.395752
	Iteration 25Q: 3 clusters Score -238175.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -238175.265625 Penalty: 2463.395752
	Iteration 26Q: 3 clusters Score -238175.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -238176.125000 Penalty: 2463.395752
	Iteration 27Q: 3 clusters Score -238176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -238176.125000 Penalty: 2463.395752
	Iteration 28F: 3 clusters Score -238176.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Entering Unmasked Estep 
Score: -225043.375000 Penalty: 1224.312134
	Iteration 0F: 2 clusters Score -225043.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -223052.062500 Penalty: 2448.624268
	Iteration 0F: 3 clusters Score -223052.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -223479.265625 Penalty: 2448.624268
	Iteration 1F: 3 clusters Score -223479.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -223568.484375 Penalty: 2448.624268
	Iteration 2F: 3 clusters Score -223568.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -223629.656250 Penalty: 2448.624268
	Iteration 3Q: 3 clusters Score -223629.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -223673.546875 Penalty: 2448.624268
	Iteration 4Q: 3 clusters Score -223673.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -223706.781250 Penalty: 2448.624268
	Iteration 5Q: 3 clusters Score -223706.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -223737.265625 Penalty: 2448.624268
	Iteration 6Q: 3 clusters Score -223737.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -223761.421875 Penalty: 2448.624268
	Iteration 7Q: 3 clusters Score -223761.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -223787.515625 Penalty: 2448.624268
	Iteration 8Q: 3 clusters Score -223787.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -223807.375000 Penalty: 2448.624268
	Iteration 9Q: 3 clusters Score -223807.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -223818.906250 Penalty: 2448.624268
	Iteration 10Q: 3 clusters Score -223818.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -223829.734375 Penalty: 2448.624268
	Iteration 11Q: 3 clusters Score -223829.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -223843.406250 Penalty: 2448.624268
	Iteration 12Q: 3 clusters Score -223843.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -223857.578125 Penalty: 2448.624268
	Iteration 13Q: 3 clusters Score -223857.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -223871.359375 Penalty: 2448.624268
	Iteration 14Q: 3 clusters Score -223871.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -223880.468750 Penalty: 2448.624268
	Iteration 15Q: 3 clusters Score -223880.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -223889.687500 Penalty: 2448.624268
	Iteration 16Q: 3 clusters Score -223889.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -223901.640625 Penalty: 2448.624268
	Iteration 17Q: 3 clusters Score -223901.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -223912.453125 Penalty: 2448.624268
	Iteration 18Q: 3 clusters Score -223912.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -223921.328125 Penalty: 2448.624268
	Iteration 19Q: 3 clusters Score -223921.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -223931.125000 Penalty: 2448.624268
	Iteration 20F: 3 clusters Score -223931.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -223937.609375 Penalty: 2448.624268
	Iteration 21Q: 3 clusters Score -223937.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -223946.234375 Penalty: 2448.624268
	Iteration 22Q: 3 clusters Score -223946.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -223954.984375 Penalty: 2448.624268
	Iteration 23Q: 3 clusters Score -223955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -223964.375000 Penalty: 2448.624268
	Iteration 24Q: 3 clusters Score -223964.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -223975.062500 Penalty: 2448.624268
	Iteration 25Q: 3 clusters Score -223975.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -223983.093750 Penalty: 2448.624268
	Iteration 26Q: 3 clusters Score -223983.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -223993.890625 Penalty: 2448.624268
	Iteration 27Q: 3 clusters Score -223993.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -224000.156250 Penalty: 2448.624268
	Iteration 28Q: 3 clusters Score -224000.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -224008.000000 Penalty: 2448.624268
	Iteration 29Q: 3 clusters Score -224008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -224013.250000 Penalty: 2448.624268
	Iteration 30Q: 3 clusters Score -224013.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -224013.484375 Penalty: 2448.624268
	Iteration 31Q: 3 clusters Score -224013.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -224014.515625 Penalty: 2448.624268
	Iteration 32Q: 3 clusters Score -224014.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -224016.484375 Penalty: 2448.624268
	Iteration 33Q: 3 clusters Score -224016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -224017.609375 Penalty: 2448.624268
	Iteration 34Q: 3 clusters Score -224017.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -224018.437500 Penalty: 2448.624268
	Iteration 35Q: 3 clusters Score -224018.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -224019.656250 Penalty: 2448.624268
	Iteration 36Q: 3 clusters Score -224019.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -224020.000000 Penalty: 2448.624268
	Iteration 37Q: 3 clusters Score -224020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -224020.515625 Penalty: 2448.624268
	Iteration 38Q: 3 clusters Score -224020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -224020.515625 Penalty: 2448.624268
	Iteration 39F: 3 clusters Score -224020.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Entering Unmasked Estep 
Score: -740943.625000 Penalty: 1416.995239
	Iteration 0F: 2 clusters Score -740943.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -736275.625000 Penalty: 2833.990479
	Iteration 0F: 3 clusters Score -736275.6 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -737791.500000 Penalty: 2833.990479
	Iteration 1F: 3 clusters Score -737791.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -738054.375000 Penalty: 2833.990479
	Iteration 2F: 3 clusters Score -738054.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -738246.312500 Penalty: 2833.990479
	Iteration 3F: 3 clusters Score -738246.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -738447.437500 Penalty: 2833.990479
	Iteration 4Q: 3 clusters Score -738447.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -738676.250000 Penalty: 2833.990479
	Iteration 5Q: 3 clusters Score -738676.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -738944.062500 Penalty: 2833.990479
	Iteration 6F: 3 clusters Score -738944.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -739188.750000 Penalty: 2833.990479
	Iteration 7Q: 3 clusters Score -739188.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -739380.062500 Penalty: 2833.990479
	Iteration 8Q: 3 clusters Score -739380.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -739543.500000 Penalty: 2833.990479
	Iteration 9Q: 3 clusters Score -739543.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -739685.562500 Penalty: 2833.990479
	Iteration 10Q: 3 clusters Score -739685.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -739804.125000 Penalty: 2833.990479
	Iteration 11Q: 3 clusters Score -739804.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -739887.625000 Penalty: 2833.990479
	Iteration 12Q: 3 clusters Score -739887.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -739957.812500 Penalty: 2833.990479
	Iteration 13Q: 3 clusters Score -739957.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -740012.000000 Penalty: 2833.990479
	Iteration 14Q: 3 clusters Score -740012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -740049.625000 Penalty: 2833.990479
	Iteration 15Q: 3 clusters Score -740049.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -740080.062500 Penalty: 2833.990479
	Iteration 16Q: 3 clusters Score -740080.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -740102.000000 Penalty: 2833.990479
	Iteration 17Q: 3 clusters Score -740102 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -740113.812500 Penalty: 2833.990479
	Iteration 18Q: 3 clusters Score -740113.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -740125.000000 Penalty: 2833.990479
	Iteration 19Q: 3 clusters Score -740125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -740136.562500 Penalty: 2833.990479
	Iteration 20F: 3 clusters Score -740136.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -740145.312500 Penalty: 2833.990479
	Iteration 21Q: 3 clusters Score -740145.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -740154.937500 Penalty: 2833.990479
	Iteration 22Q: 3 clusters Score -740154.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -740160.750000 Penalty: 2833.990479
	Iteration 23Q: 3 clusters Score -740160.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -740165.750000 Penalty: 2833.990479
	Iteration 24Q: 3 clusters Score -740165.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -740169.125000 Penalty: 2833.990479
	Iteration 25Q: 3 clusters Score -740169.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -740173.375000 Penalty: 2833.990479
	Iteration 26Q: 3 clusters Score -740173.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -740173.312500 Penalty: 2833.990479
	Iteration 27Q: 3 clusters Score -740173.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -740173.312500 Penalty: 2833.990479
	Iteration 28Q: 3 clusters Score -740173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -740175.187500 Penalty: 2833.990479
	Iteration 29Q: 3 clusters Score -740175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -740173.812500 Penalty: 2833.990479
	Iteration 30Q: 3 clusters Score -740173.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -740174.437500 Penalty: 2833.990479
	Iteration 31Q: 3 clusters Score -740174.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -740174.437500 Penalty: 2833.990479
	Iteration 32F: 3 clusters Score -740174.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Entering Unmasked Estep 
Score: -2239078.250000 Penalty: 1593.669434
	Iteration 0F: 2 clusters Score -2239078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2226653.000000 Penalty: 3187.338867
	Iteration 0F: 3 clusters Score -2226653 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2231421.750000 Penalty: 3187.338867
	Iteration 1F: 3 clusters Score -2231422 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2232072.750000 Penalty: 3187.338867
	Iteration 2F: 3 clusters Score -2232073 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2232785.750000 Penalty: 3187.338867
	Iteration 3F: 3 clusters Score -2232786 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2233569.500000 Penalty: 3187.338867
	Iteration 4F: 3 clusters Score -2233570 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2234485.500000 Penalty: 3187.338867
	Iteration 5F: 3 clusters Score -2234486 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2235361.750000 Penalty: 3187.338867
	Iteration 6F: 3 clusters Score -2235362 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2236066.750000 Penalty: 3187.338867
	Iteration 7F: 3 clusters Score -2236067 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2236646.000000 Penalty: 3187.338867
	Iteration 8Q: 3 clusters Score -2236646 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2237019.250000 Penalty: 3187.338867
	Iteration 9Q: 3 clusters Score -2237019 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -2237256.500000 Penalty: 3187.338867
	Iteration 10Q: 3 clusters Score -2237256 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2237437.750000 Penalty: 3187.338867
	Iteration 11Q: 3 clusters Score -2237438 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2237566.750000 Penalty: 3187.338867
	Iteration 12Q: 3 clusters Score -2237567 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2237664.250000 Penalty: 3187.338867
	Iteration 13Q: 3 clusters Score -2237664 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -2237740.750000 Penalty: 3187.338867
	Iteration 14Q: 3 clusters Score -2237741 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2237785.250000 Penalty: 3187.338867
	Iteration 15Q: 3 clusters Score -2237785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2237828.750000 Penalty: 3187.338867
	Iteration 16Q: 3 clusters Score -2237829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2237862.750000 Penalty: 3187.338867
	Iteration 17Q: 3 clusters Score -2237863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2237882.250000 Penalty: 3187.338867
	Iteration 18Q: 3 clusters Score -2237882 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2237900.500000 Penalty: 3187.338867
	Iteration 19Q: 3 clusters Score -2237900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2237909.000000 Penalty: 3187.338867
	Iteration 20F: 3 clusters Score -2237909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2237915.750000 Penalty: 3187.338867
	Iteration 21Q: 3 clusters Score -2237916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2237917.500000 Penalty: 3187.338867
	Iteration 22Q: 3 clusters Score -2237918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2237919.750000 Penalty: 3187.338867
	Iteration 23Q: 3 clusters Score -2237920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2237922.250000 Penalty: 3187.338867
	Iteration 24Q: 3 clusters Score -2237922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2237930.750000 Penalty: 3187.338867
	Iteration 25Q: 3 clusters Score -2237931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2237931.250000 Penalty: 3187.338867
	Iteration 26Q: 3 clusters Score -2237931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2237931.250000 Penalty: 3187.338867
	Iteration 27F: 3 clusters Score -2237931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -298610.375000 Penalty: 1268.124512
	Iteration 0F: 2 clusters Score -298610.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -296264.625000 Penalty: 2536.249023
	Iteration 0F: 3 clusters Score -296264.6 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -296778.656250 Penalty: 2536.249023
	Iteration 1F: 3 clusters Score -296778.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -296905.687500 Penalty: 2536.249023
	Iteration 2F: 3 clusters Score -296905.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -296973.125000 Penalty: 2536.249023
	Iteration 3Q: 3 clusters Score -296973.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -297024.562500 Penalty: 2536.249023
	Iteration 4Q: 3 clusters Score -297024.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -297065.125000 Penalty: 2536.249023
	Iteration 5Q: 3 clusters Score -297065.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -297101.000000 Penalty: 2536.249023
	Iteration 6Q: 3 clusters Score -297101 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -297122.812500 Penalty: 2536.249023
	Iteration 7Q: 3 clusters Score -297122.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -297140.500000 Penalty: 2536.249023
	Iteration 8Q: 3 clusters Score -297140.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -297158.093750 Penalty: 2536.249023
	Iteration 9Q: 3 clusters Score -297158.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -297179.656250 Penalty: 2536.249023
	Iteration 10Q: 3 clusters Score -297179.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -297204.750000 Penalty: 2536.249023
	Iteration 11Q: 3 clusters Score -297204.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -297227.468750 Penalty: 2536.249023
	Iteration 12Q: 3 clusters Score -297227.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -297244.093750 Penalty: 2536.249023
	Iteration 13Q: 3 clusters Score -297244.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -297268.031250 Penalty: 2536.249023
	Iteration 14Q: 3 clusters Score -297268 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -297287.187500 Penalty: 2536.249023
	Iteration 15Q: 3 clusters Score -297287.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -297304.875000 Penalty: 2536.249023
	Iteration 16Q: 3 clusters Score -297304.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -297327.437500 Penalty: 2536.249023
	Iteration 17Q: 3 clusters Score -297327.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -297351.062500 Penalty: 2536.249023
	Iteration 18Q: 3 clusters Score -297351.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -297370.875000 Penalty: 2536.249023
	Iteration 19Q: 3 clusters Score -297370.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -297393.156250 Penalty: 2536.249023
	Iteration 20F: 3 clusters Score -297393.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -297412.781250 Penalty: 2536.249023
	Iteration 21Q: 3 clusters Score -297412.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -297435.093750 Penalty: 2536.249023
	Iteration 22Q: 3 clusters Score -297435.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -297452.781250 Penalty: 2536.249023
	Iteration 23Q: 3 clusters Score -297452.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -297467.031250 Penalty: 2536.249023
	Iteration 24Q: 3 clusters Score -297467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -297475.000000 Penalty: 2536.249023
	Iteration 25Q: 3 clusters Score -297475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -297488.531250 Penalty: 2536.249023
	Iteration 26Q: 3 clusters Score -297488.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -297498.625000 Penalty: 2536.249023
	Iteration 27Q: 3 clusters Score -297498.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -297505.281250 Penalty: 2536.249023
	Iteration 28Q: 3 clusters Score -297505.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -297512.031250 Penalty: 2536.249023
	Iteration 29Q: 3 clusters Score -297512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -297518.812500 Penalty: 2536.249023
	Iteration 30Q: 3 clusters Score -297518.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -297527.750000 Penalty: 2536.249023
	Iteration 31Q: 3 clusters Score -297527.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -297534.093750 Penalty: 2536.249023
	Iteration 32Q: 3 clusters Score -297534.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -297539.906250 Penalty: 2536.249023
	Iteration 33Q: 3 clusters Score -297539.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -297544.562500 Penalty: 2536.249023
	Iteration 34Q: 3 clusters Score -297544.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -297548.906250 Penalty: 2536.249023
	Iteration 35Q: 3 clusters Score -297548.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -297551.437500 Penalty: 2536.249023
	Iteration 36Q: 3 clusters Score -297551.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -297556.437500 Penalty: 2536.249023
	Iteration 37Q: 3 clusters Score -297556.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -297563.031250 Penalty: 2536.249023
	Iteration 38Q: 3 clusters Score -297563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -297569.500000 Penalty: 2536.249023
	Iteration 39Q: 3 clusters Score -297569.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -297578.718750 Penalty: 2536.249023
	Iteration 40F: 3 clusters Score -297578.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -297585.125000 Penalty: 2536.249023
	Iteration 41Q: 3 clusters Score -297585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -297586.937500 Penalty: 2536.249023
	Iteration 42Q: 3 clusters Score -297586.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -297586.937500 Penalty: 2536.249023
	Iteration 43F: 3 clusters Score -297586.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -64950.976562 Penalty: 1045.613770
	Iteration 0F: 2 clusters Score -64950.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63795.640625 Penalty: 2091.227539
	Iteration 0F: 3 clusters Score -63795.64 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64029.371094 Penalty: 2091.227539
	Iteration 1F: 3 clusters Score -64029.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64125.292969 Penalty: 2091.227539
	Iteration 2F: 3 clusters Score -64125.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64195.066406 Penalty: 2091.227539
	Iteration 3F: 3 clusters Score -64195.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64259.265625 Penalty: 2091.227539
	Iteration 4F: 3 clusters Score -64259.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64311.820312 Penalty: 2091.227539
	Iteration 5Q: 3 clusters Score -64311.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -64338.542969 Penalty: 2091.227539
	Iteration 6Q: 3 clusters Score -64338.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -64370.925781 Penalty: 2091.227539
	Iteration 7Q: 3 clusters Score -64370.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -64395.863281 Penalty: 2091.227539
	Iteration 8Q: 3 clusters Score -64395.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64409.703125 Penalty: 2091.227539
	Iteration 9Q: 3 clusters Score -64409.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -64412.597656 Penalty: 2091.227539
	Iteration 10Q: 3 clusters Score -64412.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -64415.699219 Penalty: 2091.227539
	Iteration 11Q: 3 clusters Score -64415.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64416.429688 Penalty: 2091.227539
	Iteration 12Q: 3 clusters Score -64416.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -64416.429688 Penalty: 2091.227539
	Iteration 13F: 3 clusters Score -64416.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Entering Unmasked Estep 
Score: -365375.093750 Penalty: 1312.282104
	Iteration 0F: 2 clusters Score -365375.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -362568.562500 Penalty: 2624.564209
	Iteration 0F: 3 clusters Score -362568.6 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -363511.375000 Penalty: 2624.564209
	Iteration 1F: 3 clusters Score -363511.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -363799.968750 Penalty: 2624.564209
	Iteration 2F: 3 clusters Score -363800 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -363993.312500 Penalty: 2624.564209
	Iteration 3F: 3 clusters Score -363993.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -364135.562500 Penalty: 2624.564209
	Iteration 4F: 3 clusters Score -364135.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -364260.468750 Penalty: 2624.564209
	Iteration 5Q: 3 clusters Score -364260.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -364387.843750 Penalty: 2624.564209
	Iteration 6Q: 3 clusters Score -364387.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -364466.812500 Penalty: 2624.564209
	Iteration 7Q: 3 clusters Score -364466.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -364522.843750 Penalty: 2624.564209
	Iteration 8Q: 3 clusters Score -364522.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -364555.937500 Penalty: 2624.564209
	Iteration 9Q: 3 clusters Score -364555.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -364587.531250 Penalty: 2624.564209
	Iteration 10Q: 3 clusters Score -364587.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -364620.437500 Penalty: 2624.564209
	Iteration 11Q: 3 clusters Score -364620.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -364645.750000 Penalty: 2624.564209
	Iteration 12Q: 3 clusters Score -364645.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -364664.937500 Penalty: 2624.564209
	Iteration 13Q: 3 clusters Score -364664.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -364681.125000 Penalty: 2624.564209
	Iteration 14Q: 3 clusters Score -364681.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -364701.531250 Penalty: 2624.564209
	Iteration 15Q: 3 clusters Score -364701.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -364724.468750 Penalty: 2624.564209
	Iteration 16Q: 3 clusters Score -364724.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -364755.875000 Penalty: 2624.564209
	Iteration 17Q: 3 clusters Score -364755.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -364782.125000 Penalty: 2624.564209
	Iteration 18Q: 3 clusters Score -364782.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -364797.718750 Penalty: 2624.564209
	Iteration 19Q: 3 clusters Score -364797.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -364812.937500 Penalty: 2624.564209
	Iteration 20F: 3 clusters Score -364812.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -364822.156250 Penalty: 2624.564209
	Iteration 21Q: 3 clusters Score -364822.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -364829.625000 Penalty: 2624.564209
	Iteration 22Q: 3 clusters Score -364829.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -364833.937500 Penalty: 2624.564209
	Iteration 23Q: 3 clusters Score -364833.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -364838.906250 Penalty: 2624.564209
	Iteration 24Q: 3 clusters Score -364838.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -364843.687500 Penalty: 2624.564209
	Iteration 25Q: 3 clusters Score -364843.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -364844.781250 Penalty: 2624.564209
	Iteration 26Q: 3 clusters Score -364844.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -364848.781250 Penalty: 2624.564209
	Iteration 27Q: 3 clusters Score -364848.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -364850.093750 Penalty: 2624.564209
	Iteration 28Q: 3 clusters Score -364850.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -364850.718750 Penalty: 2624.564209
	Iteration 29Q: 3 clusters Score -364850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -364851.875000 Penalty: 2624.564209
	Iteration 30Q: 3 clusters Score -364851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -364851.937500 Penalty: 2624.564209
	Iteration 31Q: 3 clusters Score -364851.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -364852.125000 Penalty: 2624.564209
	Iteration 32Q: 3 clusters Score -364852.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -364852.125000 Penalty: 2624.564209
	Iteration 33F: 3 clusters Score -364852.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Entering Unmasked Estep 
Score: -1506612.000000 Penalty: 1528.753662
	Iteration 0F: 2 clusters Score -1506612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1498137.750000 Penalty: 3057.507324
	Iteration 0F: 3 clusters Score -1498138 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1501054.875000 Penalty: 3057.507324
	Iteration 1F: 3 clusters Score -1501055 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1501431.750000 Penalty: 3057.507324
	Iteration 2F: 3 clusters Score -1501432 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1501773.000000 Penalty: 3057.507324
	Iteration 3F: 3 clusters Score -1501773 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1502089.875000 Penalty: 3057.507324
	Iteration 4F: 3 clusters Score -1502090 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1502418.375000 Penalty: 3057.507324
	Iteration 5F: 3 clusters Score -1502418 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1502750.125000 Penalty: 3057.507324
	Iteration 6F: 3 clusters Score -1502750 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1503053.500000 Penalty: 3057.507324
	Iteration 7Q: 3 clusters Score -1503054 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1503321.375000 Penalty: 3057.507324
	Iteration 8Q: 3 clusters Score -1503321 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1503565.000000 Penalty: 3057.507324
	Iteration 9Q: 3 clusters Score -1503565 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1503773.125000 Penalty: 3057.507324
	Iteration 10Q: 3 clusters Score -1503773 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1503976.000000 Penalty: 3057.507324
	Iteration 11Q: 3 clusters Score -1503976 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1504160.250000 Penalty: 3057.507324
	Iteration 12Q: 3 clusters Score -1504160 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1504344.875000 Penalty: 3057.507324
	Iteration 13Q: 3 clusters Score -1504345 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1504520.375000 Penalty: 3057.507324
	Iteration 14Q: 3 clusters Score -1504520 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1504702.000000 Penalty: 3057.507324
	Iteration 15Q: 3 clusters Score -1504702 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1504856.875000 Penalty: 3057.507324
	Iteration 16Q: 3 clusters Score -1504857 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1504950.875000 Penalty: 3057.507324
	Iteration 17Q: 3 clusters Score -1504951 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1505024.125000 Penalty: 3057.507324
	Iteration 18Q: 3 clusters Score -1505024 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -1505093.500000 Penalty: 3057.507324
	Iteration 19Q: 3 clusters Score -1505094 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1505166.875000 Penalty: 3057.507324
	Iteration 20F: 3 clusters Score -1505167 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1505210.125000 Penalty: 3057.507324
	Iteration 21Q: 3 clusters Score -1505210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1505244.250000 Penalty: 3057.507324
	Iteration 22Q: 3 clusters Score -1505244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1505277.000000 Penalty: 3057.507324
	Iteration 23Q: 3 clusters Score -1505277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1505291.375000 Penalty: 3057.507324
	Iteration 24Q: 3 clusters Score -1505291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1505307.875000 Penalty: 3057.507324
	Iteration 25Q: 3 clusters Score -1505308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1505319.000000 Penalty: 3057.507324
	Iteration 26Q: 3 clusters Score -1505319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1505318.500000 Penalty: 3057.507324
	Iteration 27Q: 3 clusters Score -1505318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -1505325.250000 Penalty: 3057.507324
	Iteration 28Q: 3 clusters Score -1505325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1505332.875000 Penalty: 3057.507324
	Iteration 29Q: 3 clusters Score -1505333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1505338.375000 Penalty: 3057.507324
	Iteration 30Q: 3 clusters Score -1505338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1505342.000000 Penalty: 3057.507324
	Iteration 31Q: 3 clusters Score -1505342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1505345.250000 Penalty: 3057.507324
	Iteration 32Q: 3 clusters Score -1505345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1505346.375000 Penalty: 3057.507324
	Iteration 33Q: 3 clusters Score -1505346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1505349.500000 Penalty: 3057.507324
	Iteration 34Q: 3 clusters Score -1505350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1505348.750000 Penalty: 3057.507324
	Iteration 35Q: 3 clusters Score -1505349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1505348.875000 Penalty: 3057.507324
	Iteration 36Q: 3 clusters Score -1505349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1505349.500000 Penalty: 3057.507324
	Iteration 37Q: 3 clusters Score -1505350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1505350.375000 Penalty: 3057.507324
	Iteration 38Q: 3 clusters Score -1505350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -1505354.625000 Penalty: 3057.507324
	Iteration 39Q: 3 clusters Score -1505355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1505353.875000 Penalty: 3057.507324
	Iteration 40F: 3 clusters Score -1505354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -1505356.500000 Penalty: 3057.507324
	Iteration 41Q: 3 clusters Score -1505356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1505357.500000 Penalty: 3057.507324
	Iteration 42Q: 3 clusters Score -1505358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1505357.750000 Penalty: 3057.507324
	Iteration 43Q: 3 clusters Score -1505358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1505358.250000 Penalty: 3057.507324
	Iteration 44Q: 3 clusters Score -1505358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1505357.375000 Penalty: 3057.507324
	Iteration 45Q: 3 clusters Score -1505357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -1505359.500000 Penalty: 3057.507324
	Iteration 46Q: 3 clusters Score -1505360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1505363.500000 Penalty: 3057.507324
	Iteration 47Q: 3 clusters Score -1505364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1505365.125000 Penalty: 3057.507324
	Iteration 48Q: 3 clusters Score -1505365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1505365.375000 Penalty: 3057.507324
	Iteration 49Q: 3 clusters Score -1505365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1505365.375000 Penalty: 3057.507324
	Iteration 50F: 3 clusters Score -1505365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Entering Unmasked Estep 
Score: -1720558.125000 Penalty: 1550.798950
	Iteration 0F: 2 clusters Score -1720558 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 7027 members 
Entering Unmasked Estep 
Score: -1710835.125000 Penalty: 3101.597900
	Iteration 0F: 3 clusters Score -1710835 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1714232.750000 Penalty: 3101.597900
	Iteration 1F: 3 clusters Score -1714233 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1714633.000000 Penalty: 3101.597900
	Iteration 2F: 3 clusters Score -1714633 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1715049.875000 Penalty: 3101.597900
	Iteration 3F: 3 clusters Score -1715050 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1715502.375000 Penalty: 3101.597900
	Iteration 4F: 3 clusters Score -1715502 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1715996.625000 Penalty: 3101.597900
	Iteration 5F: 3 clusters Score -1715997 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1716473.375000 Penalty: 3101.597900
	Iteration 6F: 3 clusters Score -1716473 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1716921.250000 Penalty: 3101.597900
	Iteration 7F: 3 clusters Score -1716921 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -1717327.750000 Penalty: 3101.597900
	Iteration 8Q: 3 clusters Score -1717328 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1717683.250000 Penalty: 3101.597900
	Iteration 9Q: 3 clusters Score -1717683 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1717994.250000 Penalty: 3101.597900
	Iteration 10Q: 3 clusters Score -1717994 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -1718267.625000 Penalty: 3101.597900
	Iteration 11Q: 3 clusters Score -1718268 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1718500.125000 Penalty: 3101.597900
	Iteration 12Q: 3 clusters Score -1718500 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -1718693.250000 Penalty: 3101.597900
	Iteration 13Q: 3 clusters Score -1718693 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1718832.250000 Penalty: 3101.597900
	Iteration 14Q: 3 clusters Score -1718832 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1718941.625000 Penalty: 3101.597900
	Iteration 15Q: 3 clusters Score -1718942 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1719032.875000 Penalty: 3101.597900
	Iteration 16Q: 3 clusters Score -1719033 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1719089.125000 Penalty: 3101.597900
	Iteration 17Q: 3 clusters Score -1719089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -1719140.625000 Penalty: 3101.597900
	Iteration 18Q: 3 clusters Score -1719141 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1719176.250000 Penalty: 3101.597900
	Iteration 19Q: 3 clusters Score -1719176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1719203.125000 Penalty: 3101.597900
	Iteration 20F: 3 clusters Score -1719203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1719223.875000 Penalty: 3101.597900
	Iteration 21Q: 3 clusters Score -1719224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1719236.125000 Penalty: 3101.597900
	Iteration 22Q: 3 clusters Score -1719236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1719249.125000 Penalty: 3101.597900
	Iteration 23Q: 3 clusters Score -1719249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1719260.375000 Penalty: 3101.597900
	Iteration 24Q: 3 clusters Score -1719260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1719269.125000 Penalty: 3101.597900
	Iteration 25Q: 3 clusters Score -1719269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1719274.125000 Penalty: 3101.597900
	Iteration 26Q: 3 clusters Score -1719274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1719276.375000 Penalty: 3101.597900
	Iteration 27Q: 3 clusters Score -1719276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1719277.125000 Penalty: 3101.597900
	Iteration 28Q: 3 clusters Score -1719277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1719278.375000 Penalty: 3101.597900
	Iteration 29Q: 3 clusters Score -1719278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1719278.375000 Penalty: 3101.597900
	Iteration 30F: 3 clusters Score -1719278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Entering Unmasked Estep 
Score: -1842295.000000 Penalty: 1558.864868
	Iteration 0F: 2 clusters Score -1842295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1832086.375000 Penalty: 3117.729736
	Iteration 0F: 3 clusters Score -1832086 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1835608.875000 Penalty: 3117.729736
	Iteration 1F: 3 clusters Score -1835609 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1835916.250000 Penalty: 3117.729736
	Iteration 2F: 3 clusters Score -1835916 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1836135.250000 Penalty: 3117.729736
	Iteration 3Q: 3 clusters Score -1836135 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1836331.875000 Penalty: 3117.729736
	Iteration 4Q: 3 clusters Score -1836332 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1836573.500000 Penalty: 3117.729736
	Iteration 5Q: 3 clusters Score -1836574 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1836917.875000 Penalty: 3117.729736
	Iteration 6Q: 3 clusters Score -1836918 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1837417.250000 Penalty: 3117.729736
	Iteration 7F: 3 clusters Score -1837417 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1838108.500000 Penalty: 3117.729736
	Iteration 8F: 3 clusters Score -1838108 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1838921.000000 Penalty: 3117.729736
	Iteration 9F: 3 clusters Score -1838921 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1839644.250000 Penalty: 3117.729736
	Iteration 10F: 3 clusters Score -1839644 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1840157.750000 Penalty: 3117.729736
	Iteration 11Q: 3 clusters Score -1840158 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1840451.625000 Penalty: 3117.729736
	Iteration 12Q: 3 clusters Score -1840452 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1840612.125000 Penalty: 3117.729736
	Iteration 13Q: 3 clusters Score -1840612 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1840716.875000 Penalty: 3117.729736
	Iteration 14Q: 3 clusters Score -1840717 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1840780.000000 Penalty: 3117.729736
	Iteration 15Q: 3 clusters Score -1840780 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1840832.250000 Penalty: 3117.729736
	Iteration 16Q: 3 clusters Score -1840832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1840869.875000 Penalty: 3117.729736
	Iteration 17Q: 3 clusters Score -1840870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1840890.750000 Penalty: 3117.729736
	Iteration 18Q: 3 clusters Score -1840891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1840906.625000 Penalty: 3117.729736
	Iteration 19Q: 3 clusters Score -1840907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1840913.625000 Penalty: 3117.729736
	Iteration 20F: 3 clusters Score -1840914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1840913.500000 Penalty: 3117.729736
	Iteration 21Q: 3 clusters Score -1840914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1840918.000000 Penalty: 3117.729736
	Iteration 22Q: 3 clusters Score -1840918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1840927.375000 Penalty: 3117.729736
	Iteration 23Q: 3 clusters Score -1840927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1840935.500000 Penalty: 3117.729736
	Iteration 24Q: 3 clusters Score -1840936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1840936.875000 Penalty: 3117.729736
	Iteration 25Q: 3 clusters Score -1840937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1840943.250000 Penalty: 3117.729736
	Iteration 26Q: 3 clusters Score -1840943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1840954.625000 Penalty: 3117.729736
	Iteration 27Q: 3 clusters Score -1840955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1840956.125000 Penalty: 3117.729736
	Iteration 28Q: 3 clusters Score -1840956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1840967.375000 Penalty: 3117.729736
	Iteration 29Q: 3 clusters Score -1840967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1840970.375000 Penalty: 3117.729736
	Iteration 30Q: 3 clusters Score -1840970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1840969.625000 Penalty: 3117.729736
	Iteration 31Q: 3 clusters Score -1840970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1840970.000000 Penalty: 3117.729736
	Iteration 32Q: 3 clusters Score -1840970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1840972.875000 Penalty: 3117.729736
	Iteration 33Q: 3 clusters Score -1840973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1840973.500000 Penalty: 3117.729736
	Iteration 34Q: 3 clusters Score -1840974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1840975.875000 Penalty: 3117.729736
	Iteration 35Q: 3 clusters Score -1840976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1840975.875000 Penalty: 3117.729736
	Iteration 36F: 3 clusters Score -1840976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -545578.062500 Penalty: 1364.375122
	Iteration 0F: 2 clusters Score -545578.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -541942.437500 Penalty: 2728.750244
	Iteration 0F: 3 clusters Score -541942.4 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -542878.375000 Penalty: 2728.750244
	Iteration 1F: 3 clusters Score -542878.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -543096.125000 Penalty: 2728.750244
	Iteration 2F: 3 clusters Score -543096.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -543264.875000 Penalty: 2728.750244
	Iteration 3F: 3 clusters Score -543264.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -543410.375000 Penalty: 2728.750244
	Iteration 4F: 3 clusters Score -543410.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -543515.187500 Penalty: 2728.750244
	Iteration 5Q: 3 clusters Score -543515.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -543603.625000 Penalty: 2728.750244
	Iteration 6Q: 3 clusters Score -543603.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -543684.875000 Penalty: 2728.750244
	Iteration 7Q: 3 clusters Score -543684.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -543752.000000 Penalty: 2728.750244
	Iteration 8Q: 3 clusters Score -543752 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -543818.062500 Penalty: 2728.750244
	Iteration 9Q: 3 clusters Score -543818.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -543868.625000 Penalty: 2728.750244
	Iteration 10Q: 3 clusters Score -543868.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -543908.187500 Penalty: 2728.750244
	Iteration 11Q: 3 clusters Score -543908.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -543934.687500 Penalty: 2728.750244
	Iteration 12Q: 3 clusters Score -543934.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -543961.375000 Penalty: 2728.750244
	Iteration 13Q: 3 clusters Score -543961.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -543998.625000 Penalty: 2728.750244
	Iteration 14Q: 3 clusters Score -543998.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -544030.562500 Penalty: 2728.750244
	Iteration 15Q: 3 clusters Score -544030.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -544068.375000 Penalty: 2728.750244
	Iteration 16Q: 3 clusters Score -544068.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -544091.500000 Penalty: 2728.750244
	Iteration 17Q: 3 clusters Score -544091.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -544118.937500 Penalty: 2728.750244
	Iteration 18Q: 3 clusters Score -544118.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -544142.437500 Penalty: 2728.750244
	Iteration 19Q: 3 clusters Score -544142.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -544163.750000 Penalty: 2728.750244
	Iteration 20F: 3 clusters Score -544163.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -544180.000000 Penalty: 2728.750244
	Iteration 21Q: 3 clusters Score -544180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -544193.937500 Penalty: 2728.750244
	Iteration 22Q: 3 clusters Score -544193.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -544210.625000 Penalty: 2728.750244
	Iteration 23Q: 3 clusters Score -544210.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -544227.375000 Penalty: 2728.750244
	Iteration 24Q: 3 clusters Score -544227.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -544244.812500 Penalty: 2728.750244
	Iteration 25Q: 3 clusters Score -544244.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -544255.937500 Penalty: 2728.750244
	Iteration 26Q: 3 clusters Score -544255.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -544263.562500 Penalty: 2728.750244
	Iteration 27Q: 3 clusters Score -544263.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -544274.937500 Penalty: 2728.750244
	Iteration 28Q: 3 clusters Score -544274.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -544283.187500 Penalty: 2728.750244
	Iteration 29Q: 3 clusters Score -544283.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -544291.437500 Penalty: 2728.750244
	Iteration 30Q: 3 clusters Score -544291.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -544299.437500 Penalty: 2728.750244
	Iteration 31Q: 3 clusters Score -544299.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -544306.000000 Penalty: 2728.750244
	Iteration 32Q: 3 clusters Score -544306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -544314.500000 Penalty: 2728.750244
	Iteration 33Q: 3 clusters Score -544314.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -544325.812500 Penalty: 2728.750244
	Iteration 34Q: 3 clusters Score -544325.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -544332.500000 Penalty: 2728.750244
	Iteration 35Q: 3 clusters Score -544332.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -544340.250000 Penalty: 2728.750244
	Iteration 36Q: 3 clusters Score -544340.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -544343.625000 Penalty: 2728.750244
	Iteration 37Q: 3 clusters Score -544343.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -544345.937500 Penalty: 2728.750244
	Iteration 38Q: 3 clusters Score -544345.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -544349.312500 Penalty: 2728.750244
	Iteration 39Q: 3 clusters Score -544349.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -544352.250000 Penalty: 2728.750244
	Iteration 40F: 3 clusters Score -544352.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -544354.625000 Penalty: 2728.750244
	Iteration 41Q: 3 clusters Score -544354.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -544358.062500 Penalty: 2728.750244
	Iteration 42Q: 3 clusters Score -544358.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -544360.125000 Penalty: 2728.750244
	Iteration 43Q: 3 clusters Score -544360.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -544361.312500 Penalty: 2728.750244
	Iteration 44Q: 3 clusters Score -544361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -544361.187500 Penalty: 2728.750244
	Iteration 45Q: 3 clusters Score -544361.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -544362.625000 Penalty: 2728.750244
	Iteration 46Q: 3 clusters Score -544362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -544363.687500 Penalty: 2728.750244
	Iteration 47Q: 3 clusters Score -544363.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -544363.875000 Penalty: 2728.750244
	Iteration 48Q: 3 clusters Score -544363.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -544366.312500 Penalty: 2728.750244
	Iteration 49Q: 3 clusters Score -544366.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -544366.812500 Penalty: 2728.750244
	Iteration 50Q: 3 clusters Score -544366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -544368.625000 Penalty: 2728.750244
	Iteration 51Q: 3 clusters Score -544368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -544368.937500 Penalty: 2728.750244
	Iteration 52Q: 3 clusters Score -544368.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -544368.812500 Penalty: 2728.750244
	Iteration 53Q: 3 clusters Score -544368.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -544368.812500 Penalty: 2728.750244
	Iteration 54F: 3 clusters Score -544368.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -367494.625000 Penalty: 1299.729492
	Iteration 0F: 2 clusters Score -367494.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -364743.187500 Penalty: 2599.458984
	Iteration 0F: 3 clusters Score -364743.2 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -365420.781250 Penalty: 2599.458984
	Iteration 1F: 3 clusters Score -365420.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -365555.187500 Penalty: 2599.458984
	Iteration 2F: 3 clusters Score -365555.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -365640.906250 Penalty: 2599.458984
	Iteration 3Q: 3 clusters Score -365640.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -365695.250000 Penalty: 2599.458984
	Iteration 4Q: 3 clusters Score -365695.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -365728.343750 Penalty: 2599.458984
	Iteration 5Q: 3 clusters Score -365728.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -365757.531250 Penalty: 2599.458984
	Iteration 6Q: 3 clusters Score -365757.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -365785.718750 Penalty: 2599.458984
	Iteration 7Q: 3 clusters Score -365785.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -365805.750000 Penalty: 2599.458984
	Iteration 8Q: 3 clusters Score -365805.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -365828.843750 Penalty: 2599.458984
	Iteration 9Q: 3 clusters Score -365828.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -365852.781250 Penalty: 2599.458984
	Iteration 10Q: 3 clusters Score -365852.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -365872.187500 Penalty: 2599.458984
	Iteration 11Q: 3 clusters Score -365872.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -365886.937500 Penalty: 2599.458984
	Iteration 12Q: 3 clusters Score -365886.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -365898.250000 Penalty: 2599.458984
	Iteration 13Q: 3 clusters Score -365898.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -365909.093750 Penalty: 2599.458984
	Iteration 14Q: 3 clusters Score -365909.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -365924.156250 Penalty: 2599.458984
	Iteration 15Q: 3 clusters Score -365924.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -365933.593750 Penalty: 2599.458984
	Iteration 16Q: 3 clusters Score -365933.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -365940.281250 Penalty: 2599.458984
	Iteration 17Q: 3 clusters Score -365940.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -365947.593750 Penalty: 2599.458984
	Iteration 18Q: 3 clusters Score -365947.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -365954.406250 Penalty: 2599.458984
	Iteration 19Q: 3 clusters Score -365954.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -365963.125000 Penalty: 2599.458984
	Iteration 20F: 3 clusters Score -365963.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -365969.625000 Penalty: 2599.458984
	Iteration 21Q: 3 clusters Score -365969.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -365976.000000 Penalty: 2599.458984
	Iteration 22Q: 3 clusters Score -365976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -365980.937500 Penalty: 2599.458984
	Iteration 23Q: 3 clusters Score -365980.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -365984.531250 Penalty: 2599.458984
	Iteration 24Q: 3 clusters Score -365984.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -365989.906250 Penalty: 2599.458984
	Iteration 25Q: 3 clusters Score -365989.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -365993.500000 Penalty: 2599.458984
	Iteration 26Q: 3 clusters Score -365993.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -365997.343750 Penalty: 2599.458984
	Iteration 27Q: 3 clusters Score -365997.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -366001.562500 Penalty: 2599.458984
	Iteration 28Q: 3 clusters Score -366001.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -366003.656250 Penalty: 2599.458984
	Iteration 29Q: 3 clusters Score -366003.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -366007.687500 Penalty: 2599.458984
	Iteration 30Q: 3 clusters Score -366007.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -366009.468750 Penalty: 2599.458984
	Iteration 31Q: 3 clusters Score -366009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -366009.062500 Penalty: 2599.458984
	Iteration 32Q: 3 clusters Score -366009.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -366009.968750 Penalty: 2599.458984
	Iteration 33Q: 3 clusters Score -366010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -366010.218750 Penalty: 2599.458984
	Iteration 34Q: 3 clusters Score -366010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -366010.437500 Penalty: 2599.458984
	Iteration 35Q: 3 clusters Score -366010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -366010.625000 Penalty: 2599.458984
	Iteration 36Q: 3 clusters Score -366010.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -366013.500000 Penalty: 2599.458984
	Iteration 37Q: 3 clusters Score -366013.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -366016.281250 Penalty: 2599.458984
	Iteration 38Q: 3 clusters Score -366016.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -366018.656250 Penalty: 2599.458984
	Iteration 39Q: 3 clusters Score -366018.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -366019.875000 Penalty: 2599.458984
	Iteration 40F: 3 clusters Score -366019.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -366023.156250 Penalty: 2599.458984
	Iteration 41Q: 3 clusters Score -366023.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -366025.843750 Penalty: 2599.458984
	Iteration 42Q: 3 clusters Score -366025.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -366029.000000 Penalty: 2599.458984
	Iteration 43Q: 3 clusters Score -366029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -366033.437500 Penalty: 2599.458984
	Iteration 44Q: 3 clusters Score -366033.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -366037.281250 Penalty: 2599.458984
	Iteration 45Q: 3 clusters Score -366037.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -366043.031250 Penalty: 2599.458984
	Iteration 46Q: 3 clusters Score -366043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -366046.625000 Penalty: 2599.458984
	Iteration 47Q: 3 clusters Score -366046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -366048.500000 Penalty: 2599.458984
	Iteration 48Q: 3 clusters Score -366048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -366048.343750 Penalty: 2599.458984
	Iteration 49Q: 3 clusters Score -366048.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -366048.625000 Penalty: 2599.458984
	Iteration 50Q: 3 clusters Score -366048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -366048.937500 Penalty: 2599.458984
	Iteration 51Q: 3 clusters Score -366048.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -366050.875000 Penalty: 2599.458984
	Iteration 52Q: 3 clusters Score -366050.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -366053.781250 Penalty: 2599.458984
	Iteration 53Q: 3 clusters Score -366053.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -366056.656250 Penalty: 2599.458984
	Iteration 54Q: 3 clusters Score -366056.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -366061.750000 Penalty: 2599.458984
	Iteration 55Q: 3 clusters Score -366061.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -366063.281250 Penalty: 2599.458984
	Iteration 56Q: 3 clusters Score -366063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -366066.062500 Penalty: 2599.458984
	Iteration 57Q: 3 clusters Score -366066.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -366067.093750 Penalty: 2599.458984
	Iteration 58Q: 3 clusters Score -366067.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -366068.312500 Penalty: 2599.458984
	Iteration 59Q: 3 clusters Score -366068.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -366071.125000 Penalty: 2599.458984
	Iteration 60F: 3 clusters Score -366071.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -366074.437500 Penalty: 2599.458984
	Iteration 61Q: 3 clusters Score -366074.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -366078.000000 Penalty: 2599.458984
	Iteration 62Q: 3 clusters Score -366078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -366080.218750 Penalty: 2599.458984
	Iteration 63Q: 3 clusters Score -366080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -366082.937500 Penalty: 2599.458984
	Iteration 64Q: 3 clusters Score -366082.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -366087.687500 Penalty: 2599.458984
	Iteration 65Q: 3 clusters Score -366087.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -366093.187500 Penalty: 2599.458984
	Iteration 66Q: 3 clusters Score -366093.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -366095.656250 Penalty: 2599.458984
	Iteration 67Q: 3 clusters Score -366095.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -366097.687500 Penalty: 2599.458984
	Iteration 68Q: 3 clusters Score -366097.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -366099.218750 Penalty: 2599.458984
	Iteration 69Q: 3 clusters Score -366099.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -366099.937500 Penalty: 2599.458984
	Iteration 70Q: 3 clusters Score -366099.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -366103.218750 Penalty: 2599.458984
	Iteration 71Q: 3 clusters Score -366103.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -366106.750000 Penalty: 2599.458984
	Iteration 72Q: 3 clusters Score -366106.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -366110.500000 Penalty: 2599.458984
	Iteration 73Q: 3 clusters Score -366110.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -366115.125000 Penalty: 2599.458984
	Iteration 74Q: 3 clusters Score -366115.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -366118.250000 Penalty: 2599.458984
	Iteration 75Q: 3 clusters Score -366118.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -366121.625000 Penalty: 2599.458984
	Iteration 76Q: 3 clusters Score -366121.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -366122.562500 Penalty: 2599.458984
	Iteration 77Q: 3 clusters Score -366122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -366122.656250 Penalty: 2599.458984
	Iteration 78Q: 3 clusters Score -366122.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -366122.781250 Penalty: 2599.458984
	Iteration 79Q: 3 clusters Score -366122.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -366122.781250 Penalty: 2599.458984
	Iteration 80F: 3 clusters Score -366122.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -376121.687500 Penalty: 1309.940430
	Iteration 0F: 2 clusters Score -376121.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -373316.031250 Penalty: 2619.880859
	Iteration 0F: 3 clusters Score -373316 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -374214.843750 Penalty: 2619.880859
	Iteration 1F: 3 clusters Score -374214.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -374645.031250 Penalty: 2619.880859
	Iteration 2F: 3 clusters Score -374645 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -375059.531250 Penalty: 2619.880859
	Iteration 3F: 3 clusters Score -375059.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -375401.125000 Penalty: 2619.880859
	Iteration 4F: 3 clusters Score -375401.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -375618.187500 Penalty: 2619.880859
	Iteration 5F: 3 clusters Score -375618.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -375755.937500 Penalty: 2619.880859
	Iteration 6Q: 3 clusters Score -375755.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -375835.562500 Penalty: 2619.880859
	Iteration 7Q: 3 clusters Score -375835.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -375881.687500 Penalty: 2619.880859
	Iteration 8Q: 3 clusters Score -375881.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -375906.687500 Penalty: 2619.880859
	Iteration 9Q: 3 clusters Score -375906.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -375917.781250 Penalty: 2619.880859
	Iteration 10Q: 3 clusters Score -375917.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -375924.031250 Penalty: 2619.880859
	Iteration 11Q: 3 clusters Score -375924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -375931.406250 Penalty: 2619.880859
	Iteration 12Q: 3 clusters Score -375931.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -375935.406250 Penalty: 2619.880859
	Iteration 13Q: 3 clusters Score -375935.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -375939.031250 Penalty: 2619.880859
	Iteration 14Q: 3 clusters Score -375939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -375943.750000 Penalty: 2619.880859
	Iteration 15Q: 3 clusters Score -375943.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -375952.062500 Penalty: 2619.880859
	Iteration 16Q: 3 clusters Score -375952.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -375958.093750 Penalty: 2619.880859
	Iteration 17Q: 3 clusters Score -375958.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -375967.781250 Penalty: 2619.880859
	Iteration 18Q: 3 clusters Score -375967.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -375976.656250 Penalty: 2619.880859
	Iteration 19Q: 3 clusters Score -375976.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -375980.937500 Penalty: 2619.880859
	Iteration 20F: 3 clusters Score -375980.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -375987.406250 Penalty: 2619.880859
	Iteration 21Q: 3 clusters Score -375987.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -375992.281250 Penalty: 2619.880859
	Iteration 22Q: 3 clusters Score -375992.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -375995.031250 Penalty: 2619.880859
	Iteration 23Q: 3 clusters Score -375995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -375998.218750 Penalty: 2619.880859
	Iteration 24Q: 3 clusters Score -375998.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -375998.750000 Penalty: 2619.880859
	Iteration 25Q: 3 clusters Score -375998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -375999.375000 Penalty: 2619.880859
	Iteration 26Q: 3 clusters Score -375999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -376000.437500 Penalty: 2619.880859
	Iteration 27Q: 3 clusters Score -376000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -376000.750000 Penalty: 2619.880859
	Iteration 28Q: 3 clusters Score -376000.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -376000.750000 Penalty: 2619.880859
	Iteration 29F: 3 clusters Score -376000.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -507533.093750 Penalty: 1355.168823
	Iteration 0F: 2 clusters Score -507533.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -504057.750000 Penalty: 2710.337646
	Iteration 0F: 3 clusters Score -504057.8 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -505038.375000 Penalty: 2710.337646
	Iteration 1F: 3 clusters Score -505038.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -505208.875000 Penalty: 2710.337646
	Iteration 2F: 3 clusters Score -505208.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -505350.812500 Penalty: 2710.337646
	Iteration 3F: 3 clusters Score -505350.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -505484.562500 Penalty: 2710.337646
	Iteration 4Q: 3 clusters Score -505484.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -505606.937500 Penalty: 2710.337646
	Iteration 5Q: 3 clusters Score -505606.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -505730.968750 Penalty: 2710.337646
	Iteration 6Q: 3 clusters Score -505731 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -505849.312500 Penalty: 2710.337646
	Iteration 7Q: 3 clusters Score -505849.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -505948.093750 Penalty: 2710.337646
	Iteration 8Q: 3 clusters Score -505948.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -506032.500000 Penalty: 2710.337646
	Iteration 9Q: 3 clusters Score -506032.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -506103.312500 Penalty: 2710.337646
	Iteration 10Q: 3 clusters Score -506103.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -506190.187500 Penalty: 2710.337646
	Iteration 11Q: 3 clusters Score -506190.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -506256.593750 Penalty: 2710.337646
	Iteration 12Q: 3 clusters Score -506256.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -506310.812500 Penalty: 2710.337646
	Iteration 13Q: 3 clusters Score -506310.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -506382.000000 Penalty: 2710.337646
	Iteration 14Q: 3 clusters Score -506382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -506429.656250 Penalty: 2710.337646
	Iteration 15Q: 3 clusters Score -506429.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -506467.406250 Penalty: 2710.337646
	Iteration 16Q: 3 clusters Score -506467.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -506505.187500 Penalty: 2710.337646
	Iteration 17Q: 3 clusters Score -506505.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -506544.281250 Penalty: 2710.337646
	Iteration 18Q: 3 clusters Score -506544.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -506585.281250 Penalty: 2710.337646
	Iteration 19Q: 3 clusters Score -506585.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -506622.531250 Penalty: 2710.337646
	Iteration 20F: 3 clusters Score -506622.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -506662.562500 Penalty: 2710.337646
	Iteration 21Q: 3 clusters Score -506662.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -506696.312500 Penalty: 2710.337646
	Iteration 22Q: 3 clusters Score -506696.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -506718.593750 Penalty: 2710.337646
	Iteration 23Q: 3 clusters Score -506718.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -506731.343750 Penalty: 2710.337646
	Iteration 24Q: 3 clusters Score -506731.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -506745.593750 Penalty: 2710.337646
	Iteration 25Q: 3 clusters Score -506745.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -506753.656250 Penalty: 2710.337646
	Iteration 26Q: 3 clusters Score -506753.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -506757.125000 Penalty: 2710.337646
	Iteration 27Q: 3 clusters Score -506757.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -506760.000000 Penalty: 2710.337646
	Iteration 28Q: 3 clusters Score -506760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -506760.281250 Penalty: 2710.337646
	Iteration 29Q: 3 clusters Score -506760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -506760.593750 Penalty: 2710.337646
	Iteration 30Q: 3 clusters Score -506760.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -506763.312500 Penalty: 2710.337646
	Iteration 31Q: 3 clusters Score -506763.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -506764.187500 Penalty: 2710.337646
	Iteration 32Q: 3 clusters Score -506764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -506765.875000 Penalty: 2710.337646
	Iteration 33Q: 3 clusters Score -506765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -506766.312500 Penalty: 2710.337646
	Iteration 34Q: 3 clusters Score -506766.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -506765.000000 Penalty: 2710.337646
	Iteration 35Q: 3 clusters Score -506765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -506766.562500 Penalty: 2710.337646
	Iteration 36Q: 3 clusters Score -506766.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -506766.562500 Penalty: 2710.337646
	Iteration 37F: 3 clusters Score -506766.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Entering Unmasked Estep 
Score: -1494596.000000 Penalty: 1540.782959
	Iteration 0F: 2 clusters Score -1494596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1485508.000000 Penalty: 3081.565918
	Iteration 0F: 3 clusters Score -1485508 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1488859.500000 Penalty: 3081.565918
	Iteration 1F: 3 clusters Score -1488860 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1489523.750000 Penalty: 3081.565918
	Iteration 2F: 3 clusters Score -1489524 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1490175.125000 Penalty: 3081.565918
	Iteration 3F: 3 clusters Score -1490175 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1490714.750000 Penalty: 3081.565918
	Iteration 4F: 3 clusters Score -1490715 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1491238.875000 Penalty: 3081.565918
	Iteration 5F: 3 clusters Score -1491239 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1491773.000000 Penalty: 3081.565918
	Iteration 6Q: 3 clusters Score -1491773 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1492214.250000 Penalty: 3081.565918
	Iteration 7Q: 3 clusters Score -1492214 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1492518.625000 Penalty: 3081.565918
	Iteration 8Q: 3 clusters Score -1492519 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1492787.125000 Penalty: 3081.565918
	Iteration 9Q: 3 clusters Score -1492787 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1492983.500000 Penalty: 3081.565918
	Iteration 10Q: 3 clusters Score -1492984 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1493115.875000 Penalty: 3081.565918
	Iteration 11Q: 3 clusters Score -1493116 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1493196.500000 Penalty: 3081.565918
	Iteration 12Q: 3 clusters Score -1493196 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1493249.250000 Penalty: 3081.565918
	Iteration 13Q: 3 clusters Score -1493249 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1493286.625000 Penalty: 3081.565918
	Iteration 14Q: 3 clusters Score -1493287 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1493320.000000 Penalty: 3081.565918
	Iteration 15Q: 3 clusters Score -1493320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1493344.875000 Penalty: 3081.565918
	Iteration 16Q: 3 clusters Score -1493345 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1493365.500000 Penalty: 3081.565918
	Iteration 17Q: 3 clusters Score -1493366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1493378.500000 Penalty: 3081.565918
	Iteration 18Q: 3 clusters Score -1493378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1493390.500000 Penalty: 3081.565918
	Iteration 19Q: 3 clusters Score -1493390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1493400.500000 Penalty: 3081.565918
	Iteration 20F: 3 clusters Score -1493400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1493405.250000 Penalty: 3081.565918
	Iteration 21Q: 3 clusters Score -1493405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1493410.625000 Penalty: 3081.565918
	Iteration 22Q: 3 clusters Score -1493411 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1493420.250000 Penalty: 3081.565918
	Iteration 23Q: 3 clusters Score -1493420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1493430.250000 Penalty: 3081.565918
	Iteration 24Q: 3 clusters Score -1493430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1493435.375000 Penalty: 3081.565918
	Iteration 25Q: 3 clusters Score -1493435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1493443.375000 Penalty: 3081.565918
	Iteration 26Q: 3 clusters Score -1493443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1493449.500000 Penalty: 3081.565918
	Iteration 27Q: 3 clusters Score -1493450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1493457.875000 Penalty: 3081.565918
	Iteration 28Q: 3 clusters Score -1493458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1493461.250000 Penalty: 3081.565918
	Iteration 29Q: 3 clusters Score -1493461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1493464.875000 Penalty: 3081.565918
	Iteration 30Q: 3 clusters Score -1493465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1493471.625000 Penalty: 3081.565918
	Iteration 31Q: 3 clusters Score -1493472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1493474.875000 Penalty: 3081.565918
	Iteration 32Q: 3 clusters Score -1493475 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1493480.625000 Penalty: 3081.565918
	Iteration 33Q: 3 clusters Score -1493481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1493485.125000 Penalty: 3081.565918
	Iteration 34Q: 3 clusters Score -1493485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1493485.500000 Penalty: 3081.565918
	Iteration 35Q: 3 clusters Score -1493486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1493490.375000 Penalty: 3081.565918
	Iteration 36Q: 3 clusters Score -1493490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1493492.750000 Penalty: 3081.565918
	Iteration 37Q: 3 clusters Score -1493493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1493492.875000 Penalty: 3081.565918
	Iteration 38Q: 3 clusters Score -1493493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1493492.500000 Penalty: 3081.565918
	Iteration 39Q: 3 clusters Score -1493492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1493490.750000 Penalty: 3081.565918
	Iteration 40F: 3 clusters Score -1493491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1493492.000000 Penalty: 3081.565918
	Iteration 41Q: 3 clusters Score -1493492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1493493.500000 Penalty: 3081.565918
	Iteration 42Q: 3 clusters Score -1493494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1493492.125000 Penalty: 3081.565918
	Iteration 43Q: 3 clusters Score -1493492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1493493.875000 Penalty: 3081.565918
	Iteration 44Q: 3 clusters Score -1493494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1493496.625000 Penalty: 3081.565918
	Iteration 45Q: 3 clusters Score -1493497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1493496.375000 Penalty: 3081.565918
	Iteration 46Q: 3 clusters Score -1493496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1493501.250000 Penalty: 3081.565918
	Iteration 47Q: 3 clusters Score -1493501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1493501.625000 Penalty: 3081.565918
	Iteration 48Q: 3 clusters Score -1493502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1493502.375000 Penalty: 3081.565918
	Iteration 49Q: 3 clusters Score -1493502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1493505.000000 Penalty: 3081.565918
	Iteration 50Q: 3 clusters Score -1493505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1493506.250000 Penalty: 3081.565918
	Iteration 51Q: 3 clusters Score -1493506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1493505.375000 Penalty: 3081.565918
	Iteration 52Q: 3 clusters Score -1493505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1493505.375000 Penalty: 3081.565918
	Iteration 53F: 3 clusters Score -1493505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Entering Unmasked Estep 
Score: -1068914.250000 Penalty: 1476.313110
	Iteration 0F: 2 clusters Score -1068914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1062549.000000 Penalty: 2952.626221
	Iteration 0F: 3 clusters Score -1062549 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1064523.875000 Penalty: 2952.626221
	Iteration 1F: 3 clusters Score -1064524 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1064820.375000 Penalty: 2952.626221
	Iteration 2F: 3 clusters Score -1064820 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1065087.000000 Penalty: 2952.626221
	Iteration 3F: 3 clusters Score -1065087 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1065343.500000 Penalty: 2952.626221
	Iteration 4F: 3 clusters Score -1065344 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1065608.375000 Penalty: 2952.626221
	Iteration 5Q: 3 clusters Score -1065608 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1065898.625000 Penalty: 2952.626221
	Iteration 6Q: 3 clusters Score -1065899 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1066203.125000 Penalty: 2952.626221
	Iteration 7Q: 3 clusters Score -1066203 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1066473.375000 Penalty: 2952.626221
	Iteration 8Q: 3 clusters Score -1066473 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1066684.125000 Penalty: 2952.626221
	Iteration 9Q: 3 clusters Score -1066684 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1066908.625000 Penalty: 2952.626221
	Iteration 10Q: 3 clusters Score -1066909 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1067098.375000 Penalty: 2952.626221
	Iteration 11Q: 3 clusters Score -1067098 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1067272.000000 Penalty: 2952.626221
	Iteration 12Q: 3 clusters Score -1067272 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1067410.375000 Penalty: 2952.626221
	Iteration 13Q: 3 clusters Score -1067410 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1067511.625000 Penalty: 2952.626221
	Iteration 14Q: 3 clusters Score -1067512 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1067579.875000 Penalty: 2952.626221
	Iteration 15Q: 3 clusters Score -1067580 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1067634.250000 Penalty: 2952.626221
	Iteration 16Q: 3 clusters Score -1067634 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1067670.000000 Penalty: 2952.626221
	Iteration 17Q: 3 clusters Score -1067670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1067705.375000 Penalty: 2952.626221
	Iteration 18Q: 3 clusters Score -1067705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1067725.250000 Penalty: 2952.626221
	Iteration 19Q: 3 clusters Score -1067725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -1067739.875000 Penalty: 2952.626221
	Iteration 20F: 3 clusters Score -1067740 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1067749.250000 Penalty: 2952.626221
	Iteration 21Q: 3 clusters Score -1067749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1067759.125000 Penalty: 2952.626221
	Iteration 22Q: 3 clusters Score -1067759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1067762.125000 Penalty: 2952.626221
	Iteration 23Q: 3 clusters Score -1067762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1067765.875000 Penalty: 2952.626221
	Iteration 24Q: 3 clusters Score -1067766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1067770.250000 Penalty: 2952.626221
	Iteration 25Q: 3 clusters Score -1067770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1067772.750000 Penalty: 2952.626221
	Iteration 26Q: 3 clusters Score -1067773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1067777.500000 Penalty: 2952.626221
	Iteration 27Q: 3 clusters Score -1067778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1067776.750000 Penalty: 2952.626221
	Iteration 28Q: 3 clusters Score -1067777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1067779.000000 Penalty: 2952.626221
	Iteration 29Q: 3 clusters Score -1067779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1067780.125000 Penalty: 2952.626221
	Iteration 30Q: 3 clusters Score -1067780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1067781.375000 Penalty: 2952.626221
	Iteration 31Q: 3 clusters Score -1067781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1067781.875000 Penalty: 2952.626221
	Iteration 32Q: 3 clusters Score -1067782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1067781.875000 Penalty: 2952.626221
	Iteration 33F: 3 clusters Score -1067782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Entering Unmasked Estep 
Score: -415723.906250 Penalty: 1320.126343
	Iteration 0F: 2 clusters Score -415723.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -412778.687500 Penalty: 2640.252686
	Iteration 0F: 3 clusters Score -412778.7 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -413525.781250 Penalty: 2640.252686
	Iteration 1F: 3 clusters Score -413525.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -413707.250000 Penalty: 2640.252686
	Iteration 2F: 3 clusters Score -413707.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -413855.218750 Penalty: 2640.252686
	Iteration 3F: 3 clusters Score -413855.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -413972.156250 Penalty: 2640.252686
	Iteration 4Q: 3 clusters Score -413972.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -414078.343750 Penalty: 2640.252686
	Iteration 5Q: 3 clusters Score -414078.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -414169.406250 Penalty: 2640.252686
	Iteration 6Q: 3 clusters Score -414169.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -414286.156250 Penalty: 2640.252686
	Iteration 7Q: 3 clusters Score -414286.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -414426.562500 Penalty: 2640.252686
	Iteration 8Q: 3 clusters Score -414426.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -414602.531250 Penalty: 2640.252686
	Iteration 9Q: 3 clusters Score -414602.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -414795.531250 Penalty: 2640.252686
	Iteration 10Q: 3 clusters Score -414795.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -414970.000000 Penalty: 2640.252686
	Iteration 11Q: 3 clusters Score -414970 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -415121.343750 Penalty: 2640.252686
	Iteration 12Q: 3 clusters Score -415121.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -415213.781250 Penalty: 2640.252686
	Iteration 13Q: 3 clusters Score -415213.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -415333.593750 Penalty: 2640.252686
	Iteration 14Q: 3 clusters Score -415333.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -415491.968750 Penalty: 2640.252686
	Iteration 15Q: 3 clusters Score -415492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -415587.843750 Penalty: 2640.252686
	Iteration 16Q: 3 clusters Score -415587.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -415650.687500 Penalty: 2640.252686
	Iteration 17Q: 3 clusters Score -415650.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -415688.437500 Penalty: 2640.252686
	Iteration 18Q: 3 clusters Score -415688.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -415708.906250 Penalty: 2640.252686
	Iteration 19Q: 3 clusters Score -415708.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -415714.406250 Penalty: 2640.252686
	Iteration 20F: 3 clusters Score -415714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -415716.687500 Penalty: 2640.252686
	Iteration 21Q: 3 clusters Score -415716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -415719.343750 Penalty: 2640.252686
	Iteration 22Q: 3 clusters Score -415719.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -415720.187500 Penalty: 2640.252686
	Iteration 23Q: 3 clusters Score -415720.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -415720.187500 Penalty: 2640.252686
	Iteration 24F: 3 clusters Score -415720.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Entering Unmasked Estep 
Score: -1048858.750000 Penalty: 1468.946533
	Iteration 0F: 2 clusters Score -1048859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1042748.187500 Penalty: 2937.893066
	Iteration 0F: 3 clusters Score -1042748 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1044620.812500 Penalty: 2937.893066
	Iteration 1F: 3 clusters Score -1044621 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1044834.125000 Penalty: 2937.893066
	Iteration 2F: 3 clusters Score -1044834 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1044980.687500 Penalty: 2937.893066
	Iteration 3Q: 3 clusters Score -1044981 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1045115.500000 Penalty: 2937.893066
	Iteration 4Q: 3 clusters Score -1045116 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1045255.875000 Penalty: 2937.893066
	Iteration 5Q: 3 clusters Score -1045256 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1045439.375000 Penalty: 2937.893066
	Iteration 6Q: 3 clusters Score -1045439 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1045694.625000 Penalty: 2937.893066
	Iteration 7F: 3 clusters Score -1045695 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1046001.125000 Penalty: 2937.893066
	Iteration 8F: 3 clusters Score -1046001 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1046309.000000 Penalty: 2937.893066
	Iteration 9F: 3 clusters Score -1046309 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1046628.250000 Penalty: 2937.893066
	Iteration 10Q: 3 clusters Score -1046628 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1046903.187500 Penalty: 2937.893066
	Iteration 11Q: 3 clusters Score -1046903 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1047115.562500 Penalty: 2937.893066
	Iteration 12Q: 3 clusters Score -1047116 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1047247.625000 Penalty: 2937.893066
	Iteration 13Q: 3 clusters Score -1047248 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1047345.812500 Penalty: 2937.893066
	Iteration 14Q: 3 clusters Score -1047346 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1047411.312500 Penalty: 2937.893066
	Iteration 15Q: 3 clusters Score -1047411 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1047459.687500 Penalty: 2937.893066
	Iteration 16Q: 3 clusters Score -1047460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1047494.437500 Penalty: 2937.893066
	Iteration 17Q: 3 clusters Score -1047494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1047519.437500 Penalty: 2937.893066
	Iteration 18Q: 3 clusters Score -1047519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1047535.250000 Penalty: 2937.893066
	Iteration 19Q: 3 clusters Score -1047535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1047547.750000 Penalty: 2937.893066
	Iteration 20F: 3 clusters Score -1047548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1047561.187500 Penalty: 2937.893066
	Iteration 21Q: 3 clusters Score -1047561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1047573.562500 Penalty: 2937.893066
	Iteration 22Q: 3 clusters Score -1047574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1047581.687500 Penalty: 2937.893066
	Iteration 23Q: 3 clusters Score -1047582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1047588.375000 Penalty: 2937.893066
	Iteration 24Q: 3 clusters Score -1047588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1047592.937500 Penalty: 2937.893066
	Iteration 25Q: 3 clusters Score -1047593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1047602.937500 Penalty: 2937.893066
	Iteration 26Q: 3 clusters Score -1047603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1047607.812500 Penalty: 2937.893066
	Iteration 27Q: 3 clusters Score -1047608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1047607.812500 Penalty: 2937.893066
	Iteration 28Q: 3 clusters Score -1047608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1047609.375000 Penalty: 2937.893066
	Iteration 29Q: 3 clusters Score -1047609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1047613.062500 Penalty: 2937.893066
	Iteration 30Q: 3 clusters Score -1047613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1047614.562500 Penalty: 2937.893066
	Iteration 31Q: 3 clusters Score -1047615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1047616.187500 Penalty: 2937.893066
	Iteration 32Q: 3 clusters Score -1047616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1047616.562500 Penalty: 2937.893066
	Iteration 33Q: 3 clusters Score -1047617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1047616.812500 Penalty: 2937.893066
	Iteration 34Q: 3 clusters Score -1047617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1047617.562500 Penalty: 2937.893066
	Iteration 35Q: 3 clusters Score -1047618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1047619.750000 Penalty: 2937.893066
	Iteration 36Q: 3 clusters Score -1047620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1047621.312500 Penalty: 2937.893066
	Iteration 37Q: 3 clusters Score -1047621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1047626.125000 Penalty: 2937.893066
	Iteration 38Q: 3 clusters Score -1047626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1047627.625000 Penalty: 2937.893066
	Iteration 39Q: 3 clusters Score -1047628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1047627.625000 Penalty: 2937.893066
	Iteration 40F: 3 clusters Score -1047628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Entering Unmasked Estep 
Score: -390185.593750 Penalty: 1311.522217
	Iteration 0F: 2 clusters Score -390185.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -387364.625000 Penalty: 2623.044434
	Iteration 0F: 3 clusters Score -387364.6 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -388017.125000 Penalty: 2623.044434
	Iteration 1F: 3 clusters Score -388017.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -388138.500000 Penalty: 2623.044434
	Iteration 2F: 3 clusters Score -388138.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -388206.843750 Penalty: 2623.044434
	Iteration 3Q: 3 clusters Score -388206.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -388255.875000 Penalty: 2623.044434
	Iteration 4Q: 3 clusters Score -388255.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -388298.000000 Penalty: 2623.044434
	Iteration 5Q: 3 clusters Score -388298 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -388335.812500 Penalty: 2623.044434
	Iteration 6Q: 3 clusters Score -388335.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -388376.500000 Penalty: 2623.044434
	Iteration 7Q: 3 clusters Score -388376.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -388402.625000 Penalty: 2623.044434
	Iteration 8Q: 3 clusters Score -388402.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -388422.250000 Penalty: 2623.044434
	Iteration 9Q: 3 clusters Score -388422.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -388442.062500 Penalty: 2623.044434
	Iteration 10Q: 3 clusters Score -388442.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -388461.187500 Penalty: 2623.044434
	Iteration 11Q: 3 clusters Score -388461.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -388474.312500 Penalty: 2623.044434
	Iteration 12Q: 3 clusters Score -388474.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -388491.312500 Penalty: 2623.044434
	Iteration 13Q: 3 clusters Score -388491.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -388511.218750 Penalty: 2623.044434
	Iteration 14Q: 3 clusters Score -388511.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -388546.562500 Penalty: 2623.044434
	Iteration 15Q: 3 clusters Score -388546.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -388588.312500 Penalty: 2623.044434
	Iteration 16Q: 3 clusters Score -388588.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -388629.406250 Penalty: 2623.044434
	Iteration 17Q: 3 clusters Score -388629.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -388671.218750 Penalty: 2623.044434
	Iteration 18Q: 3 clusters Score -388671.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -388709.000000 Penalty: 2623.044434
	Iteration 19Q: 3 clusters Score -388709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -388747.250000 Penalty: 2623.044434
	Iteration 20F: 3 clusters Score -388747.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -388780.031250 Penalty: 2623.044434
	Iteration 21Q: 3 clusters Score -388780 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -388805.156250 Penalty: 2623.044434
	Iteration 22Q: 3 clusters Score -388805.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -388832.593750 Penalty: 2623.044434
	Iteration 23Q: 3 clusters Score -388832.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -388861.187500 Penalty: 2623.044434
	Iteration 24Q: 3 clusters Score -388861.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -388894.500000 Penalty: 2623.044434
	Iteration 25Q: 3 clusters Score -388894.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -388924.156250 Penalty: 2623.044434
	Iteration 26Q: 3 clusters Score -388924.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -388942.343750 Penalty: 2623.044434
	Iteration 27Q: 3 clusters Score -388942.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -388961.218750 Penalty: 2623.044434
	Iteration 28Q: 3 clusters Score -388961.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -388980.437500 Penalty: 2623.044434
	Iteration 29Q: 3 clusters Score -388980.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -388989.125000 Penalty: 2623.044434
	Iteration 30Q: 3 clusters Score -388989.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -388995.437500 Penalty: 2623.044434
	Iteration 31Q: 3 clusters Score -388995.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -389000.937500 Penalty: 2623.044434
	Iteration 32Q: 3 clusters Score -389000.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -389008.562500 Penalty: 2623.044434
	Iteration 33Q: 3 clusters Score -389008.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -389012.562500 Penalty: 2623.044434
	Iteration 34Q: 3 clusters Score -389012.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -389013.000000 Penalty: 2623.044434
	Iteration 35Q: 3 clusters Score -389013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -389013.937500 Penalty: 2623.044434
	Iteration 36Q: 3 clusters Score -389013.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -389013.937500 Penalty: 2623.044434
	Iteration 37F: 3 clusters Score -389013.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Entering Unmasked Estep 
Score: -197751.265625 Penalty: 1198.275269
	Iteration 0F: 2 clusters Score -197751.3 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 796 members 
Entering Unmasked Estep 
Score: -195922.453125 Penalty: 2396.550537
	Iteration 0F: 3 clusters Score -195922.5 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -196272.312500 Penalty: 2396.550537
	Iteration 1F: 3 clusters Score -196272.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -196360.093750 Penalty: 2396.550537
	Iteration 2F: 3 clusters Score -196360.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -196397.843750 Penalty: 2396.550537
	Iteration 3Q: 3 clusters Score -196397.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -196423.250000 Penalty: 2396.550537
	Iteration 4Q: 3 clusters Score -196423.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -196444.500000 Penalty: 2396.550537
	Iteration 5Q: 3 clusters Score -196444.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -196462.781250 Penalty: 2396.550537
	Iteration 6Q: 3 clusters Score -196462.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -196479.531250 Penalty: 2396.550537
	Iteration 7Q: 3 clusters Score -196479.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -196493.343750 Penalty: 2396.550537
	Iteration 8Q: 3 clusters Score -196493.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -196515.937500 Penalty: 2396.550537
	Iteration 9Q: 3 clusters Score -196515.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -196545.687500 Penalty: 2396.550537
	Iteration 10Q: 3 clusters Score -196545.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -196571.671875 Penalty: 2396.550537
	Iteration 11Q: 3 clusters Score -196571.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -196590.062500 Penalty: 2396.550537
	Iteration 12Q: 3 clusters Score -196590.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -196605.828125 Penalty: 2396.550537
	Iteration 13Q: 3 clusters Score -196605.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -196622.578125 Penalty: 2396.550537
	Iteration 14Q: 3 clusters Score -196622.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -196648.109375 Penalty: 2396.550537
	Iteration 15Q: 3 clusters Score -196648.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -196679.156250 Penalty: 2396.550537
	Iteration 16Q: 3 clusters Score -196679.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -196711.296875 Penalty: 2396.550537
	Iteration 17Q: 3 clusters Score -196711.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -196739.093750 Penalty: 2396.550537
	Iteration 18Q: 3 clusters Score -196739.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -196774.656250 Penalty: 2396.550537
	Iteration 19Q: 3 clusters Score -196774.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -196819.343750 Penalty: 2396.550537
	Iteration 20F: 3 clusters Score -196819.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -196881.046875 Penalty: 2396.550537
	Iteration 21Q: 3 clusters Score -196881 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -196979.968750 Penalty: 2396.550537
	Iteration 22Q: 3 clusters Score -196980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -197031.765625 Penalty: 2396.550537
	Iteration 23Q: 3 clusters Score -197031.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -197057.125000 Penalty: 2396.550537
	Iteration 24Q: 3 clusters Score -197057.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -197081.125000 Penalty: 2396.550537
	Iteration 25Q: 3 clusters Score -197081.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -197099.390625 Penalty: 2396.550537
	Iteration 26Q: 3 clusters Score -197099.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -197112.953125 Penalty: 2396.550537
	Iteration 27Q: 3 clusters Score -197113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -197127.750000 Penalty: 2396.550537
	Iteration 28Q: 3 clusters Score -197127.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -197141.281250 Penalty: 2396.550537
	Iteration 29Q: 3 clusters Score -197141.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -197153.390625 Penalty: 2396.550537
	Iteration 30Q: 3 clusters Score -197153.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -197161.218750 Penalty: 2396.550537
	Iteration 31Q: 3 clusters Score -197161.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -197167.546875 Penalty: 2396.550537
	Iteration 32Q: 3 clusters Score -197167.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -197171.531250 Penalty: 2396.550537
	Iteration 33Q: 3 clusters Score -197171.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -197174.000000 Penalty: 2396.550537
	Iteration 34Q: 3 clusters Score -197174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -197180.921875 Penalty: 2396.550537
	Iteration 35Q: 3 clusters Score -197180.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -197183.531250 Penalty: 2396.550537
	Iteration 36Q: 3 clusters Score -197183.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -197188.093750 Penalty: 2396.550537
	Iteration 37Q: 3 clusters Score -197188.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -197192.296875 Penalty: 2396.550537
	Iteration 38Q: 3 clusters Score -197192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -197194.828125 Penalty: 2396.550537
	Iteration 39Q: 3 clusters Score -197194.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -197198.328125 Penalty: 2396.550537
	Iteration 40F: 3 clusters Score -197198.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -197201.843750 Penalty: 2396.550537
	Iteration 41Q: 3 clusters Score -197201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -197208.406250 Penalty: 2396.550537
	Iteration 42Q: 3 clusters Score -197208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -197214.453125 Penalty: 2396.550537
	Iteration 43Q: 3 clusters Score -197214.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -197214.453125 Penalty: 2396.550537
	Iteration 44F: 3 clusters Score -197214.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Entering Unmasked Estep 
Score: -3501925.500000 Penalty: 1664.694214
	Iteration 0F: 2 clusters Score -3501926 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 14103 members 
Entering Unmasked Estep 
Score: -3483043.250000 Penalty: 3329.388428
	Iteration 0F: 3 clusters Score -3483043 nChanged 12834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3490327.750000 Penalty: 3329.388428
	Iteration 1F: 3 clusters Score -3490328 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -3490850.000000 Penalty: 3329.388428
	Iteration 2Q: 3 clusters Score -3490850 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -3491404.500000 Penalty: 3329.388428
	Iteration 3Q: 3 clusters Score -3491404 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3492066.250000 Penalty: 3329.388428
	Iteration 4F: 3 clusters Score -3492066 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -3492873.250000 Penalty: 3329.388428
	Iteration 5F: 3 clusters Score -3492873 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -3493761.750000 Penalty: 3329.388428
	Iteration 6F: 3 clusters Score -3493762 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -3494674.750000 Penalty: 3329.388428
	Iteration 7F: 3 clusters Score -3494675 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -3495487.500000 Penalty: 3329.388428
	Iteration 8F: 3 clusters Score -3495488 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -3496179.500000 Penalty: 3329.388428
	Iteration 9Q: 3 clusters Score -3496180 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -3496887.250000 Penalty: 3329.388428
	Iteration 10Q: 3 clusters Score -3496887 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3497564.250000 Penalty: 3329.388428
	Iteration 11Q: 3 clusters Score -3497564 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -3498250.250000 Penalty: 3329.388428
	Iteration 12Q: 3 clusters Score -3498250 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3498779.750000 Penalty: 3329.388428
	Iteration 13Q: 3 clusters Score -3498780 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3499189.750000 Penalty: 3329.388428
	Iteration 14Q: 3 clusters Score -3499190 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3499520.750000 Penalty: 3329.388428
	Iteration 15Q: 3 clusters Score -3499521 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3499692.500000 Penalty: 3329.388428
	Iteration 16Q: 3 clusters Score -3499692 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3499819.250000 Penalty: 3329.388428
	Iteration 17Q: 3 clusters Score -3499819 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3499898.750000 Penalty: 3329.388428
	Iteration 18Q: 3 clusters Score -3499899 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -3499972.000000 Penalty: 3329.388428
	Iteration 19Q: 3 clusters Score -3499972 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -3500042.000000 Penalty: 3329.388428
	Iteration 20F: 3 clusters Score -3500042 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3500082.000000 Penalty: 3329.388428
	Iteration 21Q: 3 clusters Score -3500082 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -3500133.000000 Penalty: 3329.388428
	Iteration 22Q: 3 clusters Score -3500133 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3500172.500000 Penalty: 3329.388428
	Iteration 23Q: 3 clusters Score -3500172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -3500187.500000 Penalty: 3329.388428
	Iteration 24Q: 3 clusters Score -3500188 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -3500215.500000 Penalty: 3329.388428
	Iteration 25Q: 3 clusters Score -3500216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -3500237.750000 Penalty: 3329.388428
	Iteration 26Q: 3 clusters Score -3500238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3500267.500000 Penalty: 3329.388428
	Iteration 27Q: 3 clusters Score -3500268 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -3500281.500000 Penalty: 3329.388428
	Iteration 28Q: 3 clusters Score -3500282 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -3500307.500000 Penalty: 3329.388428
	Iteration 29Q: 3 clusters Score -3500308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3500312.000000 Penalty: 3329.388428
	Iteration 30Q: 3 clusters Score -3500312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3500327.500000 Penalty: 3329.388428
	Iteration 31Q: 3 clusters Score -3500328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -3500329.500000 Penalty: 3329.388428
	Iteration 32Q: 3 clusters Score -3500330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3500340.500000 Penalty: 3329.388428
	Iteration 33Q: 3 clusters Score -3500340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3500343.000000 Penalty: 3329.388428
	Iteration 34Q: 3 clusters Score -3500343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3500345.500000 Penalty: 3329.388428
	Iteration 35Q: 3 clusters Score -3500346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3500352.500000 Penalty: 3329.388428
	Iteration 36Q: 3 clusters Score -3500352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -3500365.750000 Penalty: 3329.388428
	Iteration 37Q: 3 clusters Score -3500366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3500367.500000 Penalty: 3329.388428
	Iteration 38Q: 3 clusters Score -3500368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -3500366.500000 Penalty: 3329.388428
	Iteration 39Q: 3 clusters Score -3500366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3500369.000000 Penalty: 3329.388428
	Iteration 40F: 3 clusters Score -3500369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3500371.750000 Penalty: 3329.388428
	Iteration 41Q: 3 clusters Score -3500372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3500377.250000 Penalty: 3329.388428
	Iteration 42Q: 3 clusters Score -3500377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -3500373.750000 Penalty: 3329.388428
	Iteration 43Q: 3 clusters Score -3500374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3500374.500000 Penalty: 3329.388428
	Iteration 44Q: 3 clusters Score -3500374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -3500377.750000 Penalty: 3329.388428
	Iteration 45Q: 3 clusters Score -3500378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3500383.750000 Penalty: 3329.388428
	Iteration 46Q: 3 clusters Score -3500384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -3500388.500000 Penalty: 3329.388428
	Iteration 47Q: 3 clusters Score -3500388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3500390.750000 Penalty: 3329.388428
	Iteration 48Q: 3 clusters Score -3500391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3500397.250000 Penalty: 3329.388428
	Iteration 49Q: 3 clusters Score -3500397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3500398.750000 Penalty: 3329.388428
	Iteration 50Q: 3 clusters Score -3500399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -3500398.500000 Penalty: 3329.388428
	Iteration 51Q: 3 clusters Score -3500398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -3500398.500000 Penalty: 3329.388428
	Iteration 52F: 3 clusters Score -3500398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Entering Unmasked Estep 
Score: -67563.664062 Penalty: 1032.302246
	Iteration 0F: 2 clusters Score -67563.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66431.273438 Penalty: 2064.604492
	Iteration 0F: 3 clusters Score -66431.27 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66599.843750 Penalty: 2064.604492
	Iteration 1F: 3 clusters Score -66599.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66643.960938 Penalty: 2064.604492
	Iteration 2F: 3 clusters Score -66643.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66655.000000 Penalty: 2064.604492
	Iteration 3Q: 3 clusters Score -66655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66671.335938 Penalty: 2064.604492
	Iteration 4Q: 3 clusters Score -66671.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66687.867188 Penalty: 2064.604492
	Iteration 5Q: 3 clusters Score -66687.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66703.625000 Penalty: 2064.604492
	Iteration 6Q: 3 clusters Score -66703.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66716.765625 Penalty: 2064.604492
	Iteration 7Q: 3 clusters Score -66716.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66723.203125 Penalty: 2064.604492
	Iteration 8Q: 3 clusters Score -66723.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66726.679688 Penalty: 2064.604492
	Iteration 9Q: 3 clusters Score -66726.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66727.601562 Penalty: 2064.604492
	Iteration 10Q: 3 clusters Score -66727.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66727.601562 Penalty: 2064.604492
	Iteration 11F: 3 clusters Score -66727.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Entering Unmasked Estep 
Score: -114817.195312 Penalty: 1114.516846
	Iteration 0F: 2 clusters Score -114817.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -113479.296875 Penalty: 2229.033691
	Iteration 0F: 3 clusters Score -113479.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -113730.414062 Penalty: 2229.033691
	Iteration 1F: 3 clusters Score -113730.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -113833.617188 Penalty: 2229.033691
	Iteration 2F: 3 clusters Score -113833.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -113885.468750 Penalty: 2229.033691
	Iteration 3Q: 3 clusters Score -113885.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -113922.265625 Penalty: 2229.033691
	Iteration 4Q: 3 clusters Score -113922.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -113950.906250 Penalty: 2229.033691
	Iteration 5Q: 3 clusters Score -113950.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -113966.242188 Penalty: 2229.033691
	Iteration 6Q: 3 clusters Score -113966.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -113976.281250 Penalty: 2229.033691
	Iteration 7Q: 3 clusters Score -113976.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -113985.296875 Penalty: 2229.033691
	Iteration 8Q: 3 clusters Score -113985.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -113989.984375 Penalty: 2229.033691
	Iteration 9Q: 3 clusters Score -113990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -113994.015625 Penalty: 2229.033691
	Iteration 10Q: 3 clusters Score -113994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -113996.578125 Penalty: 2229.033691
	Iteration 11Q: 3 clusters Score -113996.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -113998.726562 Penalty: 2229.033691
	Iteration 12Q: 3 clusters Score -113998.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -114000.203125 Penalty: 2229.033691
	Iteration 13Q: 3 clusters Score -114000.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -114003.679688 Penalty: 2229.033691
	Iteration 14Q: 3 clusters Score -114003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -114005.890625 Penalty: 2229.033691
	Iteration 15Q: 3 clusters Score -114005.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -114007.945312 Penalty: 2229.033691
	Iteration 16Q: 3 clusters Score -114007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -114007.945312 Penalty: 2229.033691
	Iteration 17F: 3 clusters Score -114007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 71843 members 
Mstep: Class 3 contains 58799 members 
Mstep: Class 4 contains 6351 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3014 members 
Mstep: Class 8 contains 5918 members 
Mstep: Class 9 contains 46139 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 6124 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3215 members 
Mstep: Class 18 contains 12182 members 
Mstep: Class 19 contains 13952 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4430 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3169 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13118 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8431 members 
Mstep: Class 29 contains 3200 members 
Mstep: Class 30 contains 1594 members 
Mstep: Class 31 contains 28121 members 
Mstep: Class 32 contains 574 members 
Mstep: Class 33 contains 952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246692.000000 Penalty: 69198.960938
Iteration 159Q: 34 clusters Score -4.824669e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 71842 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6352 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10549 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5928 members 
Mstep: Class 9 contains 46137 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 6128 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3213 members 
Mstep: Class 18 contains 12175 members 
Mstep: Class 19 contains 13954 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13128 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8431 members 
Mstep: Class 29 contains 3144 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28118 members 
Mstep: Class 32 contains 574 members 
Mstep: Class 33 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246856.000000 Penalty: 69198.960938
Iteration 160F: 34 clusters Score -4.824686e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 71840 members 
Mstep: Class 3 contains 58804 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10548 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5942 members 
Mstep: Class 9 contains 46137 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1919 members 
Mstep: Class 13 contains 6129 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3213 members 
Mstep: Class 18 contains 12172 members 
Mstep: Class 19 contains 13953 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13135 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3111 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28115 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246904.000000 Penalty: 69198.960938
Iteration 161Q: 34 clusters Score -4.82469e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 71845 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10545 members 
Mstep: Class 7 contains 3023 members 
Mstep: Class 8 contains 5952 members 
Mstep: Class 9 contains 46135 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1932 members 
Mstep: Class 13 contains 6136 members 
Mstep: Class 14 contains 18165 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3209 members 
Mstep: Class 18 contains 12164 members 
Mstep: Class 19 contains 13953 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3178 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13139 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3375 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 3091 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28116 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246920.000000 Penalty: 69198.960938
Iteration 162Q: 34 clusters Score -4.824692e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 71848 members 
Mstep: Class 3 contains 58801 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10542 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5957 members 
Mstep: Class 9 contains 46137 members 
Mstep: Class 10 contains 33508 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1950 members 
Mstep: Class 13 contains 6135 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3207 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 13951 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13142 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3375 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3076 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28116 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246928.000000 Penalty: 69198.960938
Iteration 163Q: 34 clusters Score -4.824693e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 71852 members 
Mstep: Class 3 contains 58799 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5514 members 
Mstep: Class 6 contains 10538 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5960 members 
Mstep: Class 9 contains 46137 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1957 members 
Mstep: Class 13 contains 6137 members 
Mstep: Class 14 contains 18163 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13147 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8431 members 
Mstep: Class 29 contains 3067 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28115 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246940.000000 Penalty: 69198.960938
Iteration 164Q: 34 clusters Score -4.824694e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 71855 members 
Mstep: Class 3 contains 58797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10534 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5962 members 
Mstep: Class 9 contains 46135 members 
Mstep: Class 10 contains 33511 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 6138 members 
Mstep: Class 14 contains 18164 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3177 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13150 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3375 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3059 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28116 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246936.000000 Penalty: 69198.960938
Iteration 165Q: 34 clusters Score -4.824694e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 71856 members 
Mstep: Class 3 contains 58797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10533 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5963 members 
Mstep: Class 9 contains 46134 members 
Mstep: Class 10 contains 33511 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 6139 members 
Mstep: Class 14 contains 18165 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12158 members 
Mstep: Class 19 contains 13950 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3176 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13148 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3051 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28115 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246956.000000 Penalty: 69198.960938
Iteration 166Q: 34 clusters Score -4.824696e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 71859 members 
Mstep: Class 3 contains 58797 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10530 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5966 members 
Mstep: Class 9 contains 46134 members 
Mstep: Class 10 contains 33511 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 6142 members 
Mstep: Class 14 contains 18166 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12150 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13147 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3047 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28115 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247004.000000 Penalty: 69198.960938
Iteration 167Q: 34 clusters Score -4.8247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 71864 members 
Mstep: Class 3 contains 58798 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10526 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5966 members 
Mstep: Class 9 contains 46136 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1985 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18167 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12145 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13147 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3043 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28115 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247012.000000 Penalty: 69198.960938
Iteration 168Q: 34 clusters Score -4.824701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 71867 members 
Mstep: Class 3 contains 58798 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10525 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5967 members 
Mstep: Class 9 contains 46137 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1990 members 
Mstep: Class 13 contains 6146 members 
Mstep: Class 14 contains 18167 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13147 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3038 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28115 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246972.000000 Penalty: 69198.960938
Iteration 169Q: 34 clusters Score -4.824697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10524 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5966 members 
Mstep: Class 9 contains 46134 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 1994 members 
Mstep: Class 13 contains 6145 members 
Mstep: Class 14 contains 18168 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12142 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3175 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13146 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28115 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246956.000000 Penalty: 69198.960938
Iteration 170Q: 34 clusters Score -4.824696e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 71873 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 46130 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2000 members 
Mstep: Class 13 contains 6145 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13147 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3029 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28115 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246964.000000 Penalty: 69198.960938
Iteration 171Q: 34 clusters Score -4.824696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 71873 members 
Mstep: Class 3 contains 58801 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 46128 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2005 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13148 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3025 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28115 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246924.000000 Penalty: 69198.960938
Iteration 172Q: 34 clusters Score -4.824692e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 71873 members 
Mstep: Class 3 contains 58802 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 46128 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3173 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13146 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3020 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28115 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246924.000000 Penalty: 69198.960938
Iteration 173Q: 34 clusters Score -4.824692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 71873 members 
Mstep: Class 3 contains 58802 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 46127 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2013 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13148 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3018 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28114 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246916.000000 Penalty: 69198.960938
Iteration 174Q: 34 clusters Score -4.824692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 71872 members 
Mstep: Class 3 contains 58802 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 46126 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2016 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13149 members 
Mstep: Class 26 contains 8822 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3017 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28113 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246932.000000 Penalty: 69198.960938
Iteration 175Q: 34 clusters Score -4.824693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 71871 members 
Mstep: Class 3 contains 58801 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 46126 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2019 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13150 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3014 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28113 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246948.000000 Penalty: 69198.960938
Iteration 176Q: 34 clusters Score -4.824695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58801 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 46126 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2021 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13151 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3011 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28113 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246940.000000 Penalty: 69198.960938
Iteration 177Q: 34 clusters Score -4.824694e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58801 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 46126 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2022 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13152 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28113 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246944.000000 Penalty: 69198.960938
Iteration 178Q: 34 clusters Score -4.824694e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58801 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3021 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 46126 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2024 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3174 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13154 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3007 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28113 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246952.000000 Penalty: 69198.960938
Iteration 179Q: 34 clusters Score -4.824695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58801 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 46126 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2027 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3173 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13154 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28113 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246928.000000 Penalty: 69198.960938
Iteration 180F: 34 clusters Score -4.824693e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58801 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 46125 members 
Mstep: Class 10 contains 33511 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2030 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3172 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13155 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28113 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246936.000000 Penalty: 69198.960938
Iteration 181Q: 34 clusters Score -4.824694e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58801 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 46124 members 
Mstep: Class 10 contains 33512 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2032 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3172 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13155 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 2998 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28113 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246940.000000 Penalty: 69198.960938
Iteration 182Q: 34 clusters Score -4.824694e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58801 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 46124 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2036 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13154 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8430 members 
Mstep: Class 29 contains 2995 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28113 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246952.000000 Penalty: 69198.960938
Iteration 183Q: 34 clusters Score -4.824695e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58801 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5965 members 
Mstep: Class 9 contains 46124 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2039 members 
Mstep: Class 13 contains 6145 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12143 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13153 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2994 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246948.000000 Penalty: 69198.960938
Iteration 184Q: 34 clusters Score -4.824695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5967 members 
Mstep: Class 9 contains 46124 members 
Mstep: Class 10 contains 33512 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2043 members 
Mstep: Class 13 contains 6146 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12142 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13153 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246932.000000 Penalty: 69198.960938
Iteration 185Q: 34 clusters Score -4.824693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5968 members 
Mstep: Class 9 contains 46124 members 
Mstep: Class 10 contains 33512 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6145 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13948 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13153 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2988 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246936.000000 Penalty: 69198.960938
Iteration 186Q: 34 clusters Score -4.824694e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5970 members 
Mstep: Class 9 contains 46124 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13154 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246952.000000 Penalty: 69198.960938
Iteration 187Q: 34 clusters Score -4.824695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46124 members 
Mstep: Class 10 contains 33509 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13154 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246960.000000 Penalty: 69198.960938
Iteration 188Q: 34 clusters Score -4.824696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46123 members 
Mstep: Class 10 contains 33510 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13154 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246956.000000 Penalty: 69198.960938
Iteration 189Q: 34 clusters Score -4.824696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46122 members 
Mstep: Class 10 contains 33511 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4432 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13154 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246956.000000 Penalty: 69198.960938
Iteration 190Q: 34 clusters Score -4.824696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46122 members 
Mstep: Class 10 contains 33512 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4431 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13154 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246956.000000 Penalty: 69198.960938
Iteration 191Q: 34 clusters Score -4.824696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46124 members 
Mstep: Class 10 contains 33512 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4429 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13154 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246948.000000 Penalty: 69198.960938
Iteration 192Q: 34 clusters Score -4.824695e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46125 members 
Mstep: Class 10 contains 33512 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4428 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13154 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246956.000000 Penalty: 69198.960938
Iteration 193Q: 34 clusters Score -4.824696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46125 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4427 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13154 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246956.000000 Penalty: 69198.960938
Iteration 194Q: 34 clusters Score -4.824696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46126 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4426 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13154 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246960.000000 Penalty: 69198.960938
Iteration 195Q: 34 clusters Score -4.824696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46127 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4425 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13154 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246956.000000 Penalty: 69198.960938
Iteration 196Q: 34 clusters Score -4.824696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46127 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4426 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13153 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246960.000000 Penalty: 69198.960938
Iteration 197Q: 34 clusters Score -4.824696e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71869 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46130 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4425 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13151 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246948.000000 Penalty: 69198.960938
Iteration 198Q: 34 clusters Score -4.824695e+07 nChanged 4
Entering ConstructFrom: 
Score: -48246948.000000 Penalty: 69198.960938
Entering ConstructFrom: 
Trying to split cluster 1 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -234087.593750 Penalty: 1249.374023
	Iteration 0F: 2 clusters Score -234087.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -231941.812500 Penalty: 2498.748047
	Iteration 0F: 3 clusters Score -231941.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -232585.296875 Penalty: 2498.748047
	Iteration 1F: 3 clusters Score -232585.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -232796.484375 Penalty: 2498.748047
	Iteration 2F: 3 clusters Score -232796.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -232933.187500 Penalty: 2498.748047
	Iteration 3F: 3 clusters Score -232933.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -233002.921875 Penalty: 2498.748047
	Iteration 4Q: 3 clusters Score -233002.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -233034.843750 Penalty: 2498.748047
	Iteration 5Q: 3 clusters Score -233034.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -233060.484375 Penalty: 2498.748047
	Iteration 6Q: 3 clusters Score -233060.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -233077.187500 Penalty: 2498.748047
	Iteration 7Q: 3 clusters Score -233077.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -233102.453125 Penalty: 2498.748047
	Iteration 8Q: 3 clusters Score -233102.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -233129.484375 Penalty: 2498.748047
	Iteration 9Q: 3 clusters Score -233129.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -233151.218750 Penalty: 2498.748047
	Iteration 10Q: 3 clusters Score -233151.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -233168.953125 Penalty: 2498.748047
	Iteration 11Q: 3 clusters Score -233169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -233188.093750 Penalty: 2498.748047
	Iteration 12Q: 3 clusters Score -233188.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -233199.531250 Penalty: 2498.748047
	Iteration 13Q: 3 clusters Score -233199.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -233211.171875 Penalty: 2498.748047
	Iteration 14Q: 3 clusters Score -233211.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -233225.078125 Penalty: 2498.748047
	Iteration 15Q: 3 clusters Score -233225.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -233236.953125 Penalty: 2498.748047
	Iteration 16Q: 3 clusters Score -233237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -233243.671875 Penalty: 2498.748047
	Iteration 17Q: 3 clusters Score -233243.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -233246.687500 Penalty: 2498.748047
	Iteration 18Q: 3 clusters Score -233246.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -233254.062500 Penalty: 2498.748047
	Iteration 19Q: 3 clusters Score -233254.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -233259.281250 Penalty: 2498.748047
	Iteration 20F: 3 clusters Score -233259.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -233260.375000 Penalty: 2498.748047
	Iteration 21Q: 3 clusters Score -233260.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -233262.781250 Penalty: 2498.748047
	Iteration 22Q: 3 clusters Score -233262.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -233265.703125 Penalty: 2498.748047
	Iteration 23Q: 3 clusters Score -233265.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -233269.718750 Penalty: 2498.748047
	Iteration 24Q: 3 clusters Score -233269.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -233271.500000 Penalty: 2498.748047
	Iteration 25Q: 3 clusters Score -233271.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -233273.437500 Penalty: 2498.748047
	Iteration 26Q: 3 clusters Score -233273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -233273.656250 Penalty: 2498.748047
	Iteration 27Q: 3 clusters Score -233273.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -233273.656250 Penalty: 2498.748047
	Iteration 28F: 3 clusters Score -233273.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (71868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71868 members 
Entering Unmasked Estep 
Score: -8891640.000000 Penalty: 1817.170288
	Iteration 0F: 2 clusters Score -8891640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -8843746.000000 Penalty: 3634.340576
	Iteration 0F: 3 clusters Score -8843746 nChanged 34219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 36374 members 
Entering Unmasked Estep 
Score: -8863322.000000 Penalty: 3634.340576
	Iteration 1F: 3 clusters Score -8863322 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -8863857.000000 Penalty: 3634.340576
	Iteration 2Q: 3 clusters Score -8863857 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -8864447.000000 Penalty: 3634.340576
	Iteration 3Q: 3 clusters Score -8864447 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -8865199.000000 Penalty: 3634.340576
	Iteration 4Q: 3 clusters Score -8865199 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -8866044.000000 Penalty: 3634.340576
	Iteration 5Q: 3 clusters Score -8866044 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -8867295.000000 Penalty: 3634.340576
	Iteration 6Q: 3 clusters Score -8867295 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -8868744.000000 Penalty: 3634.340576
	Iteration 7Q: 3 clusters Score -8868744 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -8870808.000000 Penalty: 3634.340576
	Iteration 8F: 3 clusters Score -8870808 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -8873686.000000 Penalty: 3634.340576
	Iteration 9F: 3 clusters Score -8873686 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 56345 members 
Entering Unmasked Estep 
Score: -8877126.000000 Penalty: 3634.340576
	Iteration 10F: 3 clusters Score -8877126 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -8880894.000000 Penalty: 3634.340576
	Iteration 11F: 3 clusters Score -8880894 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 65059 members 
Entering Unmasked Estep 
Score: -8884453.000000 Penalty: 3634.340576
	Iteration 12F: 3 clusters Score -8884453 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 68086 members 
Entering Unmasked Estep 
Score: -8887106.000000 Penalty: 3634.340576
	Iteration 13Q: 3 clusters Score -8887106 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -8888841.000000 Penalty: 3634.340576
	Iteration 14Q: 3 clusters Score -8888841 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 70944 members 
Entering Unmasked Estep 
Score: -8889546.000000 Penalty: 3634.340576
	Iteration 15Q: 3 clusters Score -8889546 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -8889846.000000 Penalty: 3634.340576
	Iteration 16Q: 3 clusters Score -8889846 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 71486 members 
Entering Unmasked Estep 
Score: -8889975.000000 Penalty: 3634.340576
	Iteration 17Q: 3 clusters Score -8889975 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 71549 members 
Entering Unmasked Estep 
Score: -8890033.000000 Penalty: 3634.340576
	Iteration 18Q: 3 clusters Score -8890033 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 71581 members 
Entering Unmasked Estep 
Score: -8890060.000000 Penalty: 3634.340576
	Iteration 19Q: 3 clusters Score -8890060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 71593 members 
Entering Unmasked Estep 
Score: -8890085.000000 Penalty: 3634.340576
	Iteration 20F: 3 clusters Score -8890085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 71608 members 
Entering Unmasked Estep 
Score: -8890119.000000 Penalty: 3634.340576
	Iteration 21Q: 3 clusters Score -8890119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 71616 members 
Entering Unmasked Estep 
Score: -8890124.000000 Penalty: 3634.340576
	Iteration 22Q: 3 clusters Score -8890124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 71624 members 
Entering Unmasked Estep 
Score: -8890131.000000 Penalty: 3634.340576
	Iteration 23Q: 3 clusters Score -8890131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 71630 members 
Entering Unmasked Estep 
Score: -8890141.000000 Penalty: 3634.340576
	Iteration 24Q: 3 clusters Score -8890141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 71633 members 
Entering Unmasked Estep 
Score: -8890148.000000 Penalty: 3634.340576
	Iteration 25Q: 3 clusters Score -8890148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -8890152.000000 Penalty: 3634.340576
	Iteration 26Q: 3 clusters Score -8890152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 71635 members 
Entering Unmasked Estep 
Score: -8890152.000000 Penalty: 3634.340576
	Iteration 27Q: 3 clusters Score -8890152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -8890162.000000 Penalty: 3634.340576
	Iteration 28Q: 3 clusters Score -8890162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -8890160.000000 Penalty: 3634.340576
	Iteration 29Q: 3 clusters Score -8890160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -8890160.000000 Penalty: 3634.340576
	Iteration 30Q: 3 clusters Score -8890160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -8890160.000000 Penalty: 3634.340576
	Iteration 31F: 3 clusters Score -8890160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Entering Unmasked Estep 
Score: -7256316.500000 Penalty: 1784.558350
	Iteration 0F: 2 clusters Score -7256316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29352 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -7217989.500000 Penalty: 3569.116699
	Iteration 0F: 3 clusters Score -7217990 nChanged 27699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -7233687.000000 Penalty: 3569.116699
	Iteration 1F: 3 clusters Score -7233687 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -7234234.000000 Penalty: 3569.116699
	Iteration 2Q: 3 clusters Score -7234234 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -7234788.500000 Penalty: 3569.116699
	Iteration 3Q: 3 clusters Score -7234788 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -7235369.000000 Penalty: 3569.116699
	Iteration 4Q: 3 clusters Score -7235369 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -7236088.000000 Penalty: 3569.116699
	Iteration 5Q: 3 clusters Score -7236088 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -7237030.000000 Penalty: 3569.116699
	Iteration 6Q: 3 clusters Score -7237030 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -7238149.000000 Penalty: 3569.116699
	Iteration 7Q: 3 clusters Score -7238149 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -7239427.500000 Penalty: 3569.116699
	Iteration 8F: 3 clusters Score -7239428 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -7240866.000000 Penalty: 3569.116699
	Iteration 9F: 3 clusters Score -7240866 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -7242028.500000 Penalty: 3569.116699
	Iteration 10F: 3 clusters Score -7242028 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -7242929.500000 Penalty: 3569.116699
	Iteration 11Q: 3 clusters Score -7242930 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -7243611.000000 Penalty: 3569.116699
	Iteration 12Q: 3 clusters Score -7243611 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -7244174.500000 Penalty: 3569.116699
	Iteration 13Q: 3 clusters Score -7244174 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -7244654.500000 Penalty: 3569.116699
	Iteration 14Q: 3 clusters Score -7244654 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -7245129.500000 Penalty: 3569.116699
	Iteration 15Q: 3 clusters Score -7245130 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -7245777.000000 Penalty: 3569.116699
	Iteration 16Q: 3 clusters Score -7245777 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -7246724.000000 Penalty: 3569.116699
	Iteration 17Q: 3 clusters Score -7246724 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -7247885.000000 Penalty: 3569.116699
	Iteration 18Q: 3 clusters Score -7247885 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -7249478.500000 Penalty: 3569.116699
	Iteration 19Q: 3 clusters Score -7249478 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -7251151.000000 Penalty: 3569.116699
	Iteration 20F: 3 clusters Score -7251151 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7252609.000000 Penalty: 3569.116699
	Iteration 21Q: 3 clusters Score -7252609 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7253704.000000 Penalty: 3569.116699
	Iteration 22Q: 3 clusters Score -7253704 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57765 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7254375.500000 Penalty: 3569.116699
	Iteration 23Q: 3 clusters Score -7254376 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58083 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -7254706.000000 Penalty: 3569.116699
	Iteration 24Q: 3 clusters Score -7254706 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58221 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7254872.500000 Penalty: 3569.116699
	Iteration 25Q: 3 clusters Score -7254872 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7255009.000000 Penalty: 3569.116699
	Iteration 26Q: 3 clusters Score -7255009 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -7255071.000000 Penalty: 3569.116699
	Iteration 27Q: 3 clusters Score -7255071 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -7255134.500000 Penalty: 3569.116699
	Iteration 28Q: 3 clusters Score -7255134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7255177.500000 Penalty: 3569.116699
	Iteration 29Q: 3 clusters Score -7255178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7255208.500000 Penalty: 3569.116699
	Iteration 30Q: 3 clusters Score -7255208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7255225.500000 Penalty: 3569.116699
	Iteration 31Q: 3 clusters Score -7255226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7255235.000000 Penalty: 3569.116699
	Iteration 32Q: 3 clusters Score -7255235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58374 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -7255243.500000 Penalty: 3569.116699
	Iteration 33Q: 3 clusters Score -7255244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58380 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7255261.000000 Penalty: 3569.116699
	Iteration 34Q: 3 clusters Score -7255261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7255282.500000 Penalty: 3569.116699
	Iteration 35Q: 3 clusters Score -7255282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7255292.500000 Penalty: 3569.116699
	Iteration 36Q: 3 clusters Score -7255292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7255309.500000 Penalty: 3569.116699
	Iteration 37Q: 3 clusters Score -7255310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7255339.500000 Penalty: 3569.116699
	Iteration 38Q: 3 clusters Score -7255340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7255396.500000 Penalty: 3569.116699
	Iteration 39Q: 3 clusters Score -7255396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7255452.500000 Penalty: 3569.116699
	Iteration 40F: 3 clusters Score -7255452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58424 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7255510.000000 Penalty: 3569.116699
	Iteration 41Q: 3 clusters Score -7255510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7255528.000000 Penalty: 3569.116699
	Iteration 42Q: 3 clusters Score -7255528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7255555.500000 Penalty: 3569.116699
	Iteration 43Q: 3 clusters Score -7255556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58423 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7255566.500000 Penalty: 3569.116699
	Iteration 44Q: 3 clusters Score -7255566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7255581.000000 Penalty: 3569.116699
	Iteration 45Q: 3 clusters Score -7255581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7255587.500000 Penalty: 3569.116699
	Iteration 46Q: 3 clusters Score -7255588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7255596.000000 Penalty: 3569.116699
	Iteration 47Q: 3 clusters Score -7255596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58414 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7255602.500000 Penalty: 3569.116699
	Iteration 48Q: 3 clusters Score -7255602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58407 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7255606.500000 Penalty: 3569.116699
	Iteration 49Q: 3 clusters Score -7255606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58402 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7255619.000000 Penalty: 3569.116699
	Iteration 50Q: 3 clusters Score -7255619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7255623.500000 Penalty: 3569.116699
	Iteration 51Q: 3 clusters Score -7255624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7255625.500000 Penalty: 3569.116699
	Iteration 52Q: 3 clusters Score -7255626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58393 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7255631.500000 Penalty: 3569.116699
	Iteration 53Q: 3 clusters Score -7255632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58391 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -7255628.500000 Penalty: 3569.116699
	Iteration 54Q: 3 clusters Score -7255628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7255630.500000 Penalty: 3569.116699
	Iteration 55Q: 3 clusters Score -7255630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7255630.500000 Penalty: 3569.116699
	Iteration 56F: 3 clusters Score -7255630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Entering Unmasked Estep 
Score: -789656.312500 Penalty: 1422.986450
	Iteration 0F: 2 clusters Score -789656.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -784822.500000 Penalty: 2845.972900
	Iteration 0F: 3 clusters Score -784822.5 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -786175.875000 Penalty: 2845.972900
	Iteration 1F: 3 clusters Score -786175.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -786368.187500 Penalty: 2845.972900
	Iteration 2F: 3 clusters Score -786368.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -786516.187500 Penalty: 2845.972900
	Iteration 3Q: 3 clusters Score -786516.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -786678.687500 Penalty: 2845.972900
	Iteration 4Q: 3 clusters Score -786678.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -786856.562500 Penalty: 2845.972900
	Iteration 5Q: 3 clusters Score -786856.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -787009.437500 Penalty: 2845.972900
	Iteration 6Q: 3 clusters Score -787009.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -787148.812500 Penalty: 2845.972900
	Iteration 7Q: 3 clusters Score -787148.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -787299.062500 Penalty: 2845.972900
	Iteration 8Q: 3 clusters Score -787299.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -787469.937500 Penalty: 2845.972900
	Iteration 9Q: 3 clusters Score -787469.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -787642.687500 Penalty: 2845.972900
	Iteration 10Q: 3 clusters Score -787642.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -787793.437500 Penalty: 2845.972900
	Iteration 11Q: 3 clusters Score -787793.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -787926.562500 Penalty: 2845.972900
	Iteration 12Q: 3 clusters Score -787926.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -788045.937500 Penalty: 2845.972900
	Iteration 13Q: 3 clusters Score -788045.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -788165.687500 Penalty: 2845.972900
	Iteration 14Q: 3 clusters Score -788165.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -788262.250000 Penalty: 2845.972900
	Iteration 15Q: 3 clusters Score -788262.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -788324.937500 Penalty: 2845.972900
	Iteration 16Q: 3 clusters Score -788324.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -788365.062500 Penalty: 2845.972900
	Iteration 17Q: 3 clusters Score -788365.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -788405.187500 Penalty: 2845.972900
	Iteration 18Q: 3 clusters Score -788405.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -788430.625000 Penalty: 2845.972900
	Iteration 19Q: 3 clusters Score -788430.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -788444.625000 Penalty: 2845.972900
	Iteration 20F: 3 clusters Score -788444.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -788449.250000 Penalty: 2845.972900
	Iteration 21Q: 3 clusters Score -788449.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -788451.812500 Penalty: 2845.972900
	Iteration 22Q: 3 clusters Score -788451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -788453.250000 Penalty: 2845.972900
	Iteration 23Q: 3 clusters Score -788453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -788453.562500 Penalty: 2845.972900
	Iteration 24Q: 3 clusters Score -788453.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -788453.562500 Penalty: 2845.972900
	Iteration 25F: 3 clusters Score -788453.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Entering Unmasked Estep 
Score: -682148.000000 Penalty: 1399.974365
	Iteration 0F: 2 clusters Score -682148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -677881.187500 Penalty: 2799.948730
	Iteration 0F: 3 clusters Score -677881.2 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -679128.750000 Penalty: 2799.948730
	Iteration 1F: 3 clusters Score -679128.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -679382.000000 Penalty: 2799.948730
	Iteration 2F: 3 clusters Score -679382 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -679581.875000 Penalty: 2799.948730
	Iteration 3F: 3 clusters Score -679581.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -679735.937500 Penalty: 2799.948730
	Iteration 4Q: 3 clusters Score -679735.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -679875.312500 Penalty: 2799.948730
	Iteration 5Q: 3 clusters Score -679875.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -680022.812500 Penalty: 2799.948730
	Iteration 6Q: 3 clusters Score -680022.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -680178.375000 Penalty: 2799.948730
	Iteration 7Q: 3 clusters Score -680178.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -680326.375000 Penalty: 2799.948730
	Iteration 8Q: 3 clusters Score -680326.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -680464.750000 Penalty: 2799.948730
	Iteration 9Q: 3 clusters Score -680464.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -680592.125000 Penalty: 2799.948730
	Iteration 10Q: 3 clusters Score -680592.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -680702.562500 Penalty: 2799.948730
	Iteration 11Q: 3 clusters Score -680702.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -680783.687500 Penalty: 2799.948730
	Iteration 12Q: 3 clusters Score -680783.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -680856.000000 Penalty: 2799.948730
	Iteration 13Q: 3 clusters Score -680856 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -680920.500000 Penalty: 2799.948730
	Iteration 14Q: 3 clusters Score -680920.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -680972.562500 Penalty: 2799.948730
	Iteration 15Q: 3 clusters Score -680972.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -681019.375000 Penalty: 2799.948730
	Iteration 16Q: 3 clusters Score -681019.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -681050.687500 Penalty: 2799.948730
	Iteration 17Q: 3 clusters Score -681050.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -681072.437500 Penalty: 2799.948730
	Iteration 18Q: 3 clusters Score -681072.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -681089.125000 Penalty: 2799.948730
	Iteration 19Q: 3 clusters Score -681089.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -681097.062500 Penalty: 2799.948730
	Iteration 20F: 3 clusters Score -681097.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -681105.437500 Penalty: 2799.948730
	Iteration 21Q: 3 clusters Score -681105.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -681113.000000 Penalty: 2799.948730
	Iteration 22Q: 3 clusters Score -681113 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -681119.937500 Penalty: 2799.948730
	Iteration 23Q: 3 clusters Score -681119.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -681125.812500 Penalty: 2799.948730
	Iteration 24Q: 3 clusters Score -681125.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -681127.625000 Penalty: 2799.948730
	Iteration 25Q: 3 clusters Score -681127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -681128.937500 Penalty: 2799.948730
	Iteration 26Q: 3 clusters Score -681128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -681130.500000 Penalty: 2799.948730
	Iteration 27Q: 3 clusters Score -681130.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -681130.500000 Penalty: 2799.948730
	Iteration 28F: 3 clusters Score -681130.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Entering Unmasked Estep 
Score: -1310665.250000 Penalty: 1504.964233
	Iteration 0F: 2 clusters Score -1310665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1303246.500000 Penalty: 3009.928467
	Iteration 0F: 3 clusters Score -1303246 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1305750.000000 Penalty: 3009.928467
	Iteration 1F: 3 clusters Score -1305750 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1306068.375000 Penalty: 3009.928467
	Iteration 2F: 3 clusters Score -1306068 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1306393.000000 Penalty: 3009.928467
	Iteration 3F: 3 clusters Score -1306393 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1306751.125000 Penalty: 3009.928467
	Iteration 4F: 3 clusters Score -1306751 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1307130.500000 Penalty: 3009.928467
	Iteration 5F: 3 clusters Score -1307130 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1307539.750000 Penalty: 3009.928467
	Iteration 6F: 3 clusters Score -1307540 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1307916.875000 Penalty: 3009.928467
	Iteration 7F: 3 clusters Score -1307917 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1308189.250000 Penalty: 3009.928467
	Iteration 8Q: 3 clusters Score -1308189 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1308419.750000 Penalty: 3009.928467
	Iteration 9Q: 3 clusters Score -1308420 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1308643.500000 Penalty: 3009.928467
	Iteration 10Q: 3 clusters Score -1308644 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1308842.500000 Penalty: 3009.928467
	Iteration 11Q: 3 clusters Score -1308842 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1309016.250000 Penalty: 3009.928467
	Iteration 12Q: 3 clusters Score -1309016 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1309142.000000 Penalty: 3009.928467
	Iteration 13Q: 3 clusters Score -1309142 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1309231.750000 Penalty: 3009.928467
	Iteration 14Q: 3 clusters Score -1309232 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1309305.250000 Penalty: 3009.928467
	Iteration 15Q: 3 clusters Score -1309305 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1309355.125000 Penalty: 3009.928467
	Iteration 16Q: 3 clusters Score -1309355 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1309395.000000 Penalty: 3009.928467
	Iteration 17Q: 3 clusters Score -1309395 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1309422.000000 Penalty: 3009.928467
	Iteration 18Q: 3 clusters Score -1309422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1309440.250000 Penalty: 3009.928467
	Iteration 19Q: 3 clusters Score -1309440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1309445.250000 Penalty: 3009.928467
	Iteration 20F: 3 clusters Score -1309445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1309451.875000 Penalty: 3009.928467
	Iteration 21Q: 3 clusters Score -1309452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1309458.750000 Penalty: 3009.928467
	Iteration 22Q: 3 clusters Score -1309459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1309468.500000 Penalty: 3009.928467
	Iteration 23Q: 3 clusters Score -1309468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1309475.750000 Penalty: 3009.928467
	Iteration 24Q: 3 clusters Score -1309476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1309478.000000 Penalty: 3009.928467
	Iteration 25Q: 3 clusters Score -1309478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1309481.500000 Penalty: 3009.928467
	Iteration 26Q: 3 clusters Score -1309482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1309485.750000 Penalty: 3009.928467
	Iteration 27Q: 3 clusters Score -1309486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1309483.875000 Penalty: 3009.928467
	Iteration 28Q: 3 clusters Score -1309484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1309486.250000 Penalty: 3009.928467
	Iteration 29Q: 3 clusters Score -1309486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1309486.500000 Penalty: 3009.928467
	Iteration 30Q: 3 clusters Score -1309486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1309488.875000 Penalty: 3009.928467
	Iteration 31Q: 3 clusters Score -1309489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1309489.875000 Penalty: 3009.928467
	Iteration 32Q: 3 clusters Score -1309490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1309490.500000 Penalty: 3009.928467
	Iteration 33Q: 3 clusters Score -1309490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1309491.625000 Penalty: 3009.928467
	Iteration 34Q: 3 clusters Score -1309492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1309490.750000 Penalty: 3009.928467
	Iteration 35Q: 3 clusters Score -1309491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1309493.250000 Penalty: 3009.928467
	Iteration 36Q: 3 clusters Score -1309493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1309496.000000 Penalty: 3009.928467
	Iteration 37Q: 3 clusters Score -1309496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1309497.375000 Penalty: 3009.928467
	Iteration 38Q: 3 clusters Score -1309497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1309499.125000 Penalty: 3009.928467
	Iteration 39Q: 3 clusters Score -1309499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1309500.750000 Penalty: 3009.928467
	Iteration 40F: 3 clusters Score -1309501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1309504.875000 Penalty: 3009.928467
	Iteration 41Q: 3 clusters Score -1309505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -1309502.500000 Penalty: 3009.928467
	Iteration 42Q: 3 clusters Score -1309502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1309504.000000 Penalty: 3009.928467
	Iteration 43Q: 3 clusters Score -1309504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1309504.000000 Penalty: 3009.928467
	Iteration 44F: 3 clusters Score -1309504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -361676.062500 Penalty: 1302.222046
	Iteration 0F: 2 clusters Score -361676.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -358983.468750 Penalty: 2604.444092
	Iteration 0F: 3 clusters Score -358983.5 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -359629.500000 Penalty: 2604.444092
	Iteration 1F: 3 clusters Score -359629.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -359769.187500 Penalty: 2604.444092
	Iteration 2F: 3 clusters Score -359769.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -359852.437500 Penalty: 2604.444092
	Iteration 3Q: 3 clusters Score -359852.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -359930.687500 Penalty: 2604.444092
	Iteration 4Q: 3 clusters Score -359930.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -359989.156250 Penalty: 2604.444092
	Iteration 5Q: 3 clusters Score -359989.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -360041.562500 Penalty: 2604.444092
	Iteration 6Q: 3 clusters Score -360041.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -360109.187500 Penalty: 2604.444092
	Iteration 7Q: 3 clusters Score -360109.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -360197.593750 Penalty: 2604.444092
	Iteration 8Q: 3 clusters Score -360197.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -360325.000000 Penalty: 2604.444092
	Iteration 9Q: 3 clusters Score -360325 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -360471.718750 Penalty: 2604.444092
	Iteration 10Q: 3 clusters Score -360471.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -360615.437500 Penalty: 2604.444092
	Iteration 11Q: 3 clusters Score -360615.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -360819.843750 Penalty: 2604.444092
	Iteration 12Q: 3 clusters Score -360819.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -361072.781250 Penalty: 2604.444092
	Iteration 13Q: 3 clusters Score -361072.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -361339.093750 Penalty: 2604.444092
	Iteration 14Q: 3 clusters Score -361339.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -361515.343750 Penalty: 2604.444092
	Iteration 15Q: 3 clusters Score -361515.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -361616.687500 Penalty: 2604.444092
	Iteration 16Q: 3 clusters Score -361616.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -361639.062500 Penalty: 2604.444092
	Iteration 17Q: 3 clusters Score -361639.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -361651.625000 Penalty: 2604.444092
	Iteration 18Q: 3 clusters Score -361651.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -361659.906250 Penalty: 2604.444092
	Iteration 19Q: 3 clusters Score -361659.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -361665.093750 Penalty: 2604.444092
	Iteration 20F: 3 clusters Score -361665.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -361668.562500 Penalty: 2604.444092
	Iteration 21Q: 3 clusters Score -361668.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -361670.250000 Penalty: 2604.444092
	Iteration 22Q: 3 clusters Score -361670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -361670.437500 Penalty: 2604.444092
	Iteration 23Q: 3 clusters Score -361670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -361670.437500 Penalty: 2604.444092
	Iteration 24F: 3 clusters Score -361670.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Entering Unmasked Estep 
Score: -732437.187500 Penalty: 1412.883789
	Iteration 0F: 2 clusters Score -732437.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -727894.312500 Penalty: 2825.767578
	Iteration 0F: 3 clusters Score -727894.3 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -729274.375000 Penalty: 2825.767578
	Iteration 1F: 3 clusters Score -729274.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -729520.437500 Penalty: 2825.767578
	Iteration 2F: 3 clusters Score -729520.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -729731.687500 Penalty: 2825.767578
	Iteration 3F: 3 clusters Score -729731.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -729912.000000 Penalty: 2825.767578
	Iteration 4F: 3 clusters Score -729912 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -730084.187500 Penalty: 2825.767578
	Iteration 5Q: 3 clusters Score -730084.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -730241.687500 Penalty: 2825.767578
	Iteration 6Q: 3 clusters Score -730241.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -730398.812500 Penalty: 2825.767578
	Iteration 7Q: 3 clusters Score -730398.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -730540.437500 Penalty: 2825.767578
	Iteration 8Q: 3 clusters Score -730540.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -730669.062500 Penalty: 2825.767578
	Iteration 9Q: 3 clusters Score -730669.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -730778.875000 Penalty: 2825.767578
	Iteration 10Q: 3 clusters Score -730778.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -730872.812500 Penalty: 2825.767578
	Iteration 11Q: 3 clusters Score -730872.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -730962.625000 Penalty: 2825.767578
	Iteration 12Q: 3 clusters Score -730962.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -731070.750000 Penalty: 2825.767578
	Iteration 13Q: 3 clusters Score -731070.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -731175.250000 Penalty: 2825.767578
	Iteration 14Q: 3 clusters Score -731175.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -731295.562500 Penalty: 2825.767578
	Iteration 15Q: 3 clusters Score -731295.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -731406.187500 Penalty: 2825.767578
	Iteration 16Q: 3 clusters Score -731406.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -731514.312500 Penalty: 2825.767578
	Iteration 17Q: 3 clusters Score -731514.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -731610.375000 Penalty: 2825.767578
	Iteration 18Q: 3 clusters Score -731610.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -731692.937500 Penalty: 2825.767578
	Iteration 19Q: 3 clusters Score -731692.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -731738.875000 Penalty: 2825.767578
	Iteration 20F: 3 clusters Score -731738.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -731771.375000 Penalty: 2825.767578
	Iteration 21Q: 3 clusters Score -731771.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -731810.312500 Penalty: 2825.767578
	Iteration 22Q: 3 clusters Score -731810.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -731845.875000 Penalty: 2825.767578
	Iteration 23Q: 3 clusters Score -731845.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -731885.000000 Penalty: 2825.767578
	Iteration 24Q: 3 clusters Score -731885 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -731920.562500 Penalty: 2825.767578
	Iteration 25Q: 3 clusters Score -731920.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -731956.937500 Penalty: 2825.767578
	Iteration 26Q: 3 clusters Score -731956.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -731997.062500 Penalty: 2825.767578
	Iteration 27Q: 3 clusters Score -731997.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -732026.000000 Penalty: 2825.767578
	Iteration 28Q: 3 clusters Score -732026 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -732044.812500 Penalty: 2825.767578
	Iteration 29Q: 3 clusters Score -732044.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -732062.937500 Penalty: 2825.767578
	Iteration 30Q: 3 clusters Score -732062.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -732086.000000 Penalty: 2825.767578
	Iteration 31Q: 3 clusters Score -732086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -732098.187500 Penalty: 2825.767578
	Iteration 32Q: 3 clusters Score -732098.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -732105.625000 Penalty: 2825.767578
	Iteration 33Q: 3 clusters Score -732105.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -732109.375000 Penalty: 2825.767578
	Iteration 34Q: 3 clusters Score -732109.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -732114.375000 Penalty: 2825.767578
	Iteration 35Q: 3 clusters Score -732114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -732115.812500 Penalty: 2825.767578
	Iteration 36Q: 3 clusters Score -732115.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -732116.437500 Penalty: 2825.767578
	Iteration 37Q: 3 clusters Score -732116.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -732116.125000 Penalty: 2825.767578
	Iteration 38Q: 3 clusters Score -732116.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -732116.500000 Penalty: 2825.767578
	Iteration 39Q: 3 clusters Score -732116.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -732116.500000 Penalty: 2825.767578
	Iteration 40F: 3 clusters Score -732116.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Entering Unmasked Estep 
Score: -5680618.500000 Penalty: 1745.137085
	Iteration 0F: 2 clusters Score -5680618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -5650110.000000 Penalty: 3490.274170
	Iteration 0F: 3 clusters Score -5650110 nChanged 21522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -5662504.500000 Penalty: 3490.274170
	Iteration 1F: 3 clusters Score -5662504 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -5663402.500000 Penalty: 3490.274170
	Iteration 2Q: 3 clusters Score -5663402 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -5664843.500000 Penalty: 3490.274170
	Iteration 3F: 3 clusters Score -5664844 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -5666890.000000 Penalty: 3490.274170
	Iteration 4F: 3 clusters Score -5666890 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -5669790.500000 Penalty: 3490.274170
	Iteration 5F: 3 clusters Score -5669790 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -5672946.500000 Penalty: 3490.274170
	Iteration 6F: 3 clusters Score -5672946 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -5675649.000000 Penalty: 3490.274170
	Iteration 7F: 3 clusters Score -5675649 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -5677398.000000 Penalty: 3490.274170
	Iteration 8Q: 3 clusters Score -5677398 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -5678352.000000 Penalty: 3490.274170
	Iteration 9Q: 3 clusters Score -5678352 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -5678801.500000 Penalty: 3490.274170
	Iteration 10Q: 3 clusters Score -5678802 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -5678971.500000 Penalty: 3490.274170
	Iteration 11Q: 3 clusters Score -5678972 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -5679073.000000 Penalty: 3490.274170
	Iteration 12Q: 3 clusters Score -5679073 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -5679115.500000 Penalty: 3490.274170
	Iteration 13Q: 3 clusters Score -5679116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -5679137.000000 Penalty: 3490.274170
	Iteration 14Q: 3 clusters Score -5679137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -5679162.500000 Penalty: 3490.274170
	Iteration 15Q: 3 clusters Score -5679162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -5679166.500000 Penalty: 3490.274170
	Iteration 16Q: 3 clusters Score -5679166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -5679190.500000 Penalty: 3490.274170
	Iteration 17Q: 3 clusters Score -5679190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -5679191.000000 Penalty: 3490.274170
	Iteration 18Q: 3 clusters Score -5679191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -5679197.000000 Penalty: 3490.274170
	Iteration 19Q: 3 clusters Score -5679197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -5679202.500000 Penalty: 3490.274170
	Iteration 20F: 3 clusters Score -5679202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -5679209.500000 Penalty: 3490.274170
	Iteration 21Q: 3 clusters Score -5679210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -5679199.500000 Penalty: 3490.274170
	Iteration 22Q: 3 clusters Score -5679200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -5679207.500000 Penalty: 3490.274170
	Iteration 23Q: 3 clusters Score -5679208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 45793 members 
Entering Unmasked Estep 
Score: -5679205.500000 Penalty: 3490.274170
	Iteration 24Q: 3 clusters Score -5679206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -5679210.000000 Penalty: 3490.274170
	Iteration 25Q: 3 clusters Score -5679210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -5679217.000000 Penalty: 3490.274170
	Iteration 26Q: 3 clusters Score -5679217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -5679222.000000 Penalty: 3490.274170
	Iteration 27Q: 3 clusters Score -5679222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -5679224.000000 Penalty: 3490.274170
	Iteration 28Q: 3 clusters Score -5679224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -5679222.000000 Penalty: 3490.274170
	Iteration 29Q: 3 clusters Score -5679222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -5679221.500000 Penalty: 3490.274170
	Iteration 30Q: 3 clusters Score -5679222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -5679222.500000 Penalty: 3490.274170
	Iteration 31Q: 3 clusters Score -5679222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -5679222.500000 Penalty: 3490.274170
	Iteration 32F: 3 clusters Score -5679222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Entering Unmasked Estep 
Score: -4132019.000000 Penalty: 1693.199463
	Iteration 0F: 2 clusters Score -4132019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4109596.500000 Penalty: 3386.398926
	Iteration 0F: 3 clusters Score -4109596 nChanged 15354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -4117894.500000 Penalty: 3386.398926
	Iteration 1F: 3 clusters Score -4117894 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -4118235.500000 Penalty: 3386.398926
	Iteration 2Q: 3 clusters Score -4118236 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -4118547.500000 Penalty: 3386.398926
	Iteration 3Q: 3 clusters Score -4118548 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4118854.250000 Penalty: 3386.398926
	Iteration 4Q: 3 clusters Score -4118854 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -4119222.000000 Penalty: 3386.398926
	Iteration 5Q: 3 clusters Score -4119222 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -4119737.500000 Penalty: 3386.398926
	Iteration 6Q: 3 clusters Score -4119738 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -4120364.500000 Penalty: 3386.398926
	Iteration 7Q: 3 clusters Score -4120364 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4121256.750000 Penalty: 3386.398926
	Iteration 8Q: 3 clusters Score -4121257 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -4122346.000000 Penalty: 3386.398926
	Iteration 9F: 3 clusters Score -4122346 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -4123537.750000 Penalty: 3386.398926
	Iteration 10F: 3 clusters Score -4123538 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -4124665.250000 Penalty: 3386.398926
	Iteration 11F: 3 clusters Score -4124665 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -4125498.250000 Penalty: 3386.398926
	Iteration 12Q: 3 clusters Score -4125498 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -4126069.500000 Penalty: 3386.398926
	Iteration 13Q: 3 clusters Score -4126070 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -4126463.000000 Penalty: 3386.398926
	Iteration 14Q: 3 clusters Score -4126463 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -4126806.250000 Penalty: 3386.398926
	Iteration 15Q: 3 clusters Score -4126806 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -4127084.750000 Penalty: 3386.398926
	Iteration 16Q: 3 clusters Score -4127085 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -4127397.250000 Penalty: 3386.398926
	Iteration 17Q: 3 clusters Score -4127397 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -4127751.000000 Penalty: 3386.398926
	Iteration 18Q: 3 clusters Score -4127751 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -4128113.500000 Penalty: 3386.398926
	Iteration 19Q: 3 clusters Score -4128114 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -4128489.500000 Penalty: 3386.398926
	Iteration 20F: 3 clusters Score -4128490 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -4128866.000000 Penalty: 3386.398926
	Iteration 21Q: 3 clusters Score -4128866 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -4129252.000000 Penalty: 3386.398926
	Iteration 22Q: 3 clusters Score -4129252 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -4129592.250000 Penalty: 3386.398926
	Iteration 23Q: 3 clusters Score -4129592 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4129890.000000 Penalty: 3386.398926
	Iteration 24Q: 3 clusters Score -4129890 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -4130164.250000 Penalty: 3386.398926
	Iteration 25Q: 3 clusters Score -4130164 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -4130414.500000 Penalty: 3386.398926
	Iteration 26Q: 3 clusters Score -4130414 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4130629.000000 Penalty: 3386.398926
	Iteration 27Q: 3 clusters Score -4130629 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -4130811.750000 Penalty: 3386.398926
	Iteration 28Q: 3 clusters Score -4130812 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28841 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -4130955.250000 Penalty: 3386.398926
	Iteration 29Q: 3 clusters Score -4130955 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -4131079.000000 Penalty: 3386.398926
	Iteration 30Q: 3 clusters Score -4131079 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -4131201.000000 Penalty: 3386.398926
	Iteration 31Q: 3 clusters Score -4131201 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4131322.500000 Penalty: 3386.398926
	Iteration 32Q: 3 clusters Score -4131322 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -4131397.750000 Penalty: 3386.398926
	Iteration 33Q: 3 clusters Score -4131398 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -4131483.250000 Penalty: 3386.398926
	Iteration 34Q: 3 clusters Score -4131483 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -4131568.750000 Penalty: 3386.398926
	Iteration 35Q: 3 clusters Score -4131569 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -4131633.250000 Penalty: 3386.398926
	Iteration 36Q: 3 clusters Score -4131633 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -4131677.750000 Penalty: 3386.398926
	Iteration 37Q: 3 clusters Score -4131678 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -4131712.000000 Penalty: 3386.398926
	Iteration 38Q: 3 clusters Score -4131712 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -4131742.750000 Penalty: 3386.398926
	Iteration 39Q: 3 clusters Score -4131743 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -4131779.500000 Penalty: 3386.398926
	Iteration 40F: 3 clusters Score -4131780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4131810.000000 Penalty: 3386.398926
	Iteration 41Q: 3 clusters Score -4131810 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4131849.750000 Penalty: 3386.398926
	Iteration 42Q: 3 clusters Score -4131850 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -4131905.250000 Penalty: 3386.398926
	Iteration 43Q: 3 clusters Score -4131905 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4131951.500000 Penalty: 3386.398926
	Iteration 44Q: 3 clusters Score -4131952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4131988.000000 Penalty: 3386.398926
	Iteration 45Q: 3 clusters Score -4131988 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4132026.500000 Penalty: 3386.398926
	Iteration 46Q: 3 clusters Score -4132026 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4132045.000000 Penalty: 3386.398926
	Iteration 47Q: 3 clusters Score -4132045 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31408 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -4132066.000000 Penalty: 3386.398926
	Iteration 48Q: 3 clusters Score -4132066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -4132081.000000 Penalty: 3386.398926
	Iteration 49Q: 3 clusters Score -4132081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4132086.250000 Penalty: 3386.398926
	Iteration 50Q: 3 clusters Score -4132086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4132087.500000 Penalty: 3386.398926
	Iteration 51Q: 3 clusters Score -4132088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4132086.250000 Penalty: 3386.398926
	Iteration 52Q: 3 clusters Score -4132086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4132093.250000 Penalty: 3386.398926
	Iteration 53Q: 3 clusters Score -4132093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4132094.750000 Penalty: 3386.398926
	Iteration 54Q: 3 clusters Score -4132095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4132091.250000 Penalty: 3386.398926
	Iteration 55Q: 3 clusters Score -4132091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4132091.000000 Penalty: 3386.398926
	Iteration 56Q: 3 clusters Score -4132091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4132091.250000 Penalty: 3386.398926
	Iteration 57Q: 3 clusters Score -4132091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4132091.250000 Penalty: 3386.398926
	Iteration 58F: 3 clusters Score -4132091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71868 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46134 members 
Mstep: Class 10 contains 31510 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4422 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13151 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Mstep: Class 34 contains 2003 members 
Entering Unmasked Estep 
Score: -48246628.000000 Penalty: 71295.898438
Splitting cluster 10 changes total score from -48246948.000000 to -48246628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -239065.281250 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -239065.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -237009.531250 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -237009.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -237490.218750 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -237490.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -237620.828125 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -237620.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -237708.781250 Penalty: 2463.395752
	Iteration 3F: 3 clusters Score -237708.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -237780.046875 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -237780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -237821.234375 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -237821.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -237852.281250 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -237852.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -237877.109375 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -237877.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -237890.968750 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -237891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -237899.281250 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -237899.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -237906.562500 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -237906.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -237910.640625 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -237910.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -237912.765625 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -237912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -237915.421875 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -237915.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -237917.468750 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -237917.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -237919.453125 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -237919.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -237921.000000 Penalty: 2463.395752
	Iteration 16Q: 3 clusters Score -237921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -237921.968750 Penalty: 2463.395752
	Iteration 17Q: 3 clusters Score -237922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -237923.515625 Penalty: 2463.395752
	Iteration 18Q: 3 clusters Score -237923.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -237923.750000 Penalty: 2463.395752
	Iteration 19Q: 3 clusters Score -237923.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -237923.750000 Penalty: 2463.395752
	Iteration 20F: 3 clusters Score -237923.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Entering Unmasked Estep 
Score: -245802.093750 Penalty: 1238.682861
	Iteration 0F: 2 clusters Score -245802.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -243702.359375 Penalty: 2477.365723
	Iteration 0F: 3 clusters Score -243702.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -244215.750000 Penalty: 2477.365723
	Iteration 1F: 3 clusters Score -244215.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -244319.859375 Penalty: 2477.365723
	Iteration 2F: 3 clusters Score -244319.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -244398.531250 Penalty: 2477.365723
	Iteration 3Q: 3 clusters Score -244398.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -244455.156250 Penalty: 2477.365723
	Iteration 4Q: 3 clusters Score -244455.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -244485.562500 Penalty: 2477.365723
	Iteration 5Q: 3 clusters Score -244485.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -244512.609375 Penalty: 2477.365723
	Iteration 6Q: 3 clusters Score -244512.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -244532.953125 Penalty: 2477.365723
	Iteration 7Q: 3 clusters Score -244533 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -244546.187500 Penalty: 2477.365723
	Iteration 8Q: 3 clusters Score -244546.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -244556.390625 Penalty: 2477.365723
	Iteration 9Q: 3 clusters Score -244556.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -244564.812500 Penalty: 2477.365723
	Iteration 10Q: 3 clusters Score -244564.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -244567.968750 Penalty: 2477.365723
	Iteration 11Q: 3 clusters Score -244568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -244571.468750 Penalty: 2477.365723
	Iteration 12Q: 3 clusters Score -244571.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -244575.968750 Penalty: 2477.365723
	Iteration 13Q: 3 clusters Score -244576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -244584.796875 Penalty: 2477.365723
	Iteration 14Q: 3 clusters Score -244584.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -244592.859375 Penalty: 2477.365723
	Iteration 15Q: 3 clusters Score -244592.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -244602.906250 Penalty: 2477.365723
	Iteration 16Q: 3 clusters Score -244602.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -244611.343750 Penalty: 2477.365723
	Iteration 17Q: 3 clusters Score -244611.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -244617.203125 Penalty: 2477.365723
	Iteration 18Q: 3 clusters Score -244617.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -244623.828125 Penalty: 2477.365723
	Iteration 19Q: 3 clusters Score -244623.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -244630.375000 Penalty: 2477.365723
	Iteration 20F: 3 clusters Score -244630.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -244637.421875 Penalty: 2477.365723
	Iteration 21Q: 3 clusters Score -244637.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -244641.406250 Penalty: 2477.365723
	Iteration 22Q: 3 clusters Score -244641.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -244646.562500 Penalty: 2477.365723
	Iteration 23Q: 3 clusters Score -244646.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -244650.093750 Penalty: 2477.365723
	Iteration 24Q: 3 clusters Score -244650.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -244652.640625 Penalty: 2477.365723
	Iteration 25Q: 3 clusters Score -244652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -244655.187500 Penalty: 2477.365723
	Iteration 26Q: 3 clusters Score -244655.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -244657.046875 Penalty: 2477.365723
	Iteration 27Q: 3 clusters Score -244657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -244663.187500 Penalty: 2477.365723
	Iteration 28Q: 3 clusters Score -244663.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -244667.468750 Penalty: 2477.365723
	Iteration 29Q: 3 clusters Score -244667.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -244671.718750 Penalty: 2477.365723
	Iteration 30Q: 3 clusters Score -244671.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -244674.109375 Penalty: 2477.365723
	Iteration 31Q: 3 clusters Score -244674.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -244675.156250 Penalty: 2477.365723
	Iteration 32Q: 3 clusters Score -244675.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -244675.156250 Penalty: 2477.365723
	Iteration 33F: 3 clusters Score -244675.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Entering Unmasked Estep 
Score: -743227.125000 Penalty: 1417.525146
	Iteration 0F: 2 clusters Score -743227.1 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 3101 members 
Entering Unmasked Estep 
Score: -738529.500000 Penalty: 2835.050293
	Iteration 0F: 3 clusters Score -738529.5 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -739873.625000 Penalty: 2835.050293
	Iteration 1F: 3 clusters Score -739873.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -740122.500000 Penalty: 2835.050293
	Iteration 2F: 3 clusters Score -740122.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -740339.500000 Penalty: 2835.050293
	Iteration 3F: 3 clusters Score -740339.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -740568.250000 Penalty: 2835.050293
	Iteration 4F: 3 clusters Score -740568.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -740837.812500 Penalty: 2835.050293
	Iteration 5F: 3 clusters Score -740837.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -741143.687500 Penalty: 2835.050293
	Iteration 6F: 3 clusters Score -741143.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -741484.000000 Penalty: 2835.050293
	Iteration 7F: 3 clusters Score -741484 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -741791.937500 Penalty: 2835.050293
	Iteration 8F: 3 clusters Score -741791.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -742112.250000 Penalty: 2835.050293
	Iteration 9Q: 3 clusters Score -742112.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -742345.000000 Penalty: 2835.050293
	Iteration 10Q: 3 clusters Score -742345 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -742471.875000 Penalty: 2835.050293
	Iteration 11Q: 3 clusters Score -742471.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -742549.125000 Penalty: 2835.050293
	Iteration 12Q: 3 clusters Score -742549.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -742607.250000 Penalty: 2835.050293
	Iteration 13Q: 3 clusters Score -742607.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -742650.812500 Penalty: 2835.050293
	Iteration 14Q: 3 clusters Score -742650.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -742701.062500 Penalty: 2835.050293
	Iteration 15Q: 3 clusters Score -742701.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -742759.437500 Penalty: 2835.050293
	Iteration 16Q: 3 clusters Score -742759.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -742816.750000 Penalty: 2835.050293
	Iteration 17Q: 3 clusters Score -742816.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -742853.812500 Penalty: 2835.050293
	Iteration 18Q: 3 clusters Score -742853.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -742868.312500 Penalty: 2835.050293
	Iteration 19Q: 3 clusters Score -742868.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -742874.250000 Penalty: 2835.050293
	Iteration 20F: 3 clusters Score -742874.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -742880.500000 Penalty: 2835.050293
	Iteration 21Q: 3 clusters Score -742880.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -742886.812500 Penalty: 2835.050293
	Iteration 22Q: 3 clusters Score -742886.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -742893.000000 Penalty: 2835.050293
	Iteration 23Q: 3 clusters Score -742893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -742898.687500 Penalty: 2835.050293
	Iteration 24Q: 3 clusters Score -742898.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -742899.875000 Penalty: 2835.050293
	Iteration 25Q: 3 clusters Score -742899.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -742903.125000 Penalty: 2835.050293
	Iteration 26Q: 3 clusters Score -742903.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -742904.250000 Penalty: 2835.050293
	Iteration 27Q: 3 clusters Score -742904.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -742906.937500 Penalty: 2835.050293
	Iteration 28Q: 3 clusters Score -742906.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -742908.562500 Penalty: 2835.050293
	Iteration 29Q: 3 clusters Score -742908.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -742911.250000 Penalty: 2835.050293
	Iteration 30Q: 3 clusters Score -742911.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -742910.812500 Penalty: 2835.050293
	Iteration 31Q: 3 clusters Score -742910.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -742915.812500 Penalty: 2835.050293
	Iteration 32Q: 3 clusters Score -742915.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -742915.687500 Penalty: 2835.050293
	Iteration 33Q: 3 clusters Score -742915.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -742917.812500 Penalty: 2835.050293
	Iteration 34Q: 3 clusters Score -742917.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -742920.625000 Penalty: 2835.050293
	Iteration 35Q: 3 clusters Score -742920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -742921.625000 Penalty: 2835.050293
	Iteration 36Q: 3 clusters Score -742921.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -742923.000000 Penalty: 2835.050293
	Iteration 37Q: 3 clusters Score -742923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -742923.875000 Penalty: 2835.050293
	Iteration 38Q: 3 clusters Score -742923.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -742925.375000 Penalty: 2835.050293
	Iteration 39Q: 3 clusters Score -742925.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -742924.375000 Penalty: 2835.050293
	Iteration 40F: 3 clusters Score -742924.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -742926.562500 Penalty: 2835.050293
	Iteration 41Q: 3 clusters Score -742926.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -742927.750000 Penalty: 2835.050293
	Iteration 42Q: 3 clusters Score -742927.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -742929.125000 Penalty: 2835.050293
	Iteration 43Q: 3 clusters Score -742929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -742929.000000 Penalty: 2835.050293
	Iteration 44Q: 3 clusters Score -742929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -742929.437500 Penalty: 2835.050293
	Iteration 45Q: 3 clusters Score -742929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -742929.812500 Penalty: 2835.050293
	Iteration 46Q: 3 clusters Score -742929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -742929.812500 Penalty: 2835.050293
	Iteration 47F: 3 clusters Score -742929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Entering Unmasked Estep 
Score: -2239706.500000 Penalty: 1593.714233
	Iteration 0F: 2 clusters Score -2239706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2227355.250000 Penalty: 3187.428467
	Iteration 0F: 3 clusters Score -2227355 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2232166.500000 Penalty: 3187.428467
	Iteration 1F: 3 clusters Score -2232166 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -2233071.000000 Penalty: 3187.428467
	Iteration 2F: 3 clusters Score -2233071 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2234178.000000 Penalty: 3187.428467
	Iteration 3F: 3 clusters Score -2234178 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2235316.000000 Penalty: 3187.428467
	Iteration 4F: 3 clusters Score -2235316 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2236358.250000 Penalty: 3187.428467
	Iteration 5F: 3 clusters Score -2236358 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2237339.250000 Penalty: 3187.428467
	Iteration 6F: 3 clusters Score -2237339 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2238027.500000 Penalty: 3187.428467
	Iteration 7Q: 3 clusters Score -2238028 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2238362.750000 Penalty: 3187.428467
	Iteration 8Q: 3 clusters Score -2238363 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2238531.000000 Penalty: 3187.428467
	Iteration 9Q: 3 clusters Score -2238531 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2238652.750000 Penalty: 3187.428467
	Iteration 10Q: 3 clusters Score -2238653 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2238772.500000 Penalty: 3187.428467
	Iteration 11Q: 3 clusters Score -2238772 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -2238898.250000 Penalty: 3187.428467
	Iteration 12Q: 3 clusters Score -2238898 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2239044.250000 Penalty: 3187.428467
	Iteration 13Q: 3 clusters Score -2239044 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2239181.000000 Penalty: 3187.428467
	Iteration 14Q: 3 clusters Score -2239181 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2239305.000000 Penalty: 3187.428467
	Iteration 15Q: 3 clusters Score -2239305 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2239365.500000 Penalty: 3187.428467
	Iteration 16Q: 3 clusters Score -2239366 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2239395.250000 Penalty: 3187.428467
	Iteration 17Q: 3 clusters Score -2239395 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2239429.500000 Penalty: 3187.428467
	Iteration 18Q: 3 clusters Score -2239430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2239439.750000 Penalty: 3187.428467
	Iteration 19Q: 3 clusters Score -2239440 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -2239450.750000 Penalty: 3187.428467
	Iteration 20F: 3 clusters Score -2239451 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2239453.000000 Penalty: 3187.428467
	Iteration 21Q: 3 clusters Score -2239453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -2239456.500000 Penalty: 3187.428467
	Iteration 22Q: 3 clusters Score -2239456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2239454.250000 Penalty: 3187.428467
	Iteration 23Q: 3 clusters Score -2239454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2239453.750000 Penalty: 3187.428467
	Iteration 24Q: 3 clusters Score -2239454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2239458.500000 Penalty: 3187.428467
	Iteration 25Q: 3 clusters Score -2239458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -2239460.500000 Penalty: 3187.428467
	Iteration 26Q: 3 clusters Score -2239460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -2239464.000000 Penalty: 3187.428467
	Iteration 27Q: 3 clusters Score -2239464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2239465.750000 Penalty: 3187.428467
	Iteration 28Q: 3 clusters Score -2239466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -2239465.250000 Penalty: 3187.428467
	Iteration 29Q: 3 clusters Score -2239465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2239466.750000 Penalty: 3187.428467
	Iteration 30Q: 3 clusters Score -2239467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2239467.750000 Penalty: 3187.428467
	Iteration 31Q: 3 clusters Score -2239468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2239469.250000 Penalty: 3187.428467
	Iteration 32Q: 3 clusters Score -2239469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2239470.000000 Penalty: 3187.428467
	Iteration 33Q: 3 clusters Score -2239470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2239467.750000 Penalty: 3187.428467
	Iteration 34Q: 3 clusters Score -2239468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2239471.250000 Penalty: 3187.428467
	Iteration 35Q: 3 clusters Score -2239471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2239470.250000 Penalty: 3187.428467
	Iteration 36Q: 3 clusters Score -2239470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2239465.500000 Penalty: 3187.428467
	Iteration 37Q: 3 clusters Score -2239466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2239467.000000 Penalty: 3187.428467
	Iteration 38Q: 3 clusters Score -2239467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -2239469.000000 Penalty: 3187.428467
	Iteration 39Q: 3 clusters Score -2239469 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -2239473.250000 Penalty: 3187.428467
	Iteration 40F: 3 clusters Score -2239473 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2239477.250000 Penalty: 3187.428467
	Iteration 41Q: 3 clusters Score -2239477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2239473.000000 Penalty: 3187.428467
	Iteration 42Q: 3 clusters Score -2239473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2239473.250000 Penalty: 3187.428467
	Iteration 43Q: 3 clusters Score -2239473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2239472.500000 Penalty: 3187.428467
	Iteration 44Q: 3 clusters Score -2239472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2239473.750000 Penalty: 3187.428467
	Iteration 45Q: 3 clusters Score -2239474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2239473.750000 Penalty: 3187.428467
	Iteration 46Q: 3 clusters Score -2239474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -2239471.750000 Penalty: 3187.428467
	Iteration 47Q: 3 clusters Score -2239472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2239470.000000 Penalty: 3187.428467
	Iteration 48Q: 3 clusters Score -2239470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2239470.000000 Penalty: 3187.428467
	Iteration 49F: 3 clusters Score -2239470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -298610.375000 Penalty: 1268.124512
	Iteration 0F: 2 clusters Score -298610.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -296243.187500 Penalty: 2536.249023
	Iteration 0F: 3 clusters Score -296243.2 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -296792.750000 Penalty: 2536.249023
	Iteration 1F: 3 clusters Score -296792.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -296949.687500 Penalty: 2536.249023
	Iteration 2F: 3 clusters Score -296949.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -297066.562500 Penalty: 2536.249023
	Iteration 3F: 3 clusters Score -297066.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -297151.187500 Penalty: 2536.249023
	Iteration 4F: 3 clusters Score -297151.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -297207.437500 Penalty: 2536.249023
	Iteration 5Q: 3 clusters Score -297207.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -297281.843750 Penalty: 2536.249023
	Iteration 6Q: 3 clusters Score -297281.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -297355.281250 Penalty: 2536.249023
	Iteration 7Q: 3 clusters Score -297355.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -297397.625000 Penalty: 2536.249023
	Iteration 8Q: 3 clusters Score -297397.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -297427.156250 Penalty: 2536.249023
	Iteration 9Q: 3 clusters Score -297427.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -297454.500000 Penalty: 2536.249023
	Iteration 10Q: 3 clusters Score -297454.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -297474.906250 Penalty: 2536.249023
	Iteration 11Q: 3 clusters Score -297474.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -297492.250000 Penalty: 2536.249023
	Iteration 12Q: 3 clusters Score -297492.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -297507.593750 Penalty: 2536.249023
	Iteration 13Q: 3 clusters Score -297507.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -297520.625000 Penalty: 2536.249023
	Iteration 14Q: 3 clusters Score -297520.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -297539.656250 Penalty: 2536.249023
	Iteration 15Q: 3 clusters Score -297539.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -297557.812500 Penalty: 2536.249023
	Iteration 16Q: 3 clusters Score -297557.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -297570.125000 Penalty: 2536.249023
	Iteration 17Q: 3 clusters Score -297570.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -297587.406250 Penalty: 2536.249023
	Iteration 18Q: 3 clusters Score -297587.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -297607.125000 Penalty: 2536.249023
	Iteration 19Q: 3 clusters Score -297607.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -297619.468750 Penalty: 2536.249023
	Iteration 20F: 3 clusters Score -297619.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -297631.625000 Penalty: 2536.249023
	Iteration 21Q: 3 clusters Score -297631.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -297640.250000 Penalty: 2536.249023
	Iteration 22Q: 3 clusters Score -297640.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -297650.218750 Penalty: 2536.249023
	Iteration 23Q: 3 clusters Score -297650.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -297657.625000 Penalty: 2536.249023
	Iteration 24Q: 3 clusters Score -297657.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -297665.781250 Penalty: 2536.249023
	Iteration 25Q: 3 clusters Score -297665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -297668.187500 Penalty: 2536.249023
	Iteration 26Q: 3 clusters Score -297668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -297670.187500 Penalty: 2536.249023
	Iteration 27Q: 3 clusters Score -297670.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -297670.187500 Penalty: 2536.249023
	Iteration 28F: 3 clusters Score -297670.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -64950.976562 Penalty: 1045.613770
	Iteration 0F: 2 clusters Score -64950.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -63796.164062 Penalty: 2091.227539
	Iteration 0F: 3 clusters Score -63796.16 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64034.261719 Penalty: 2091.227539
	Iteration 1F: 3 clusters Score -64034.26 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -64160.750000 Penalty: 2091.227539
	Iteration 2F: 3 clusters Score -64160.75 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -64208.097656 Penalty: 2091.227539
	Iteration 3F: 3 clusters Score -64208.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -64242.148438 Penalty: 2091.227539
	Iteration 4Q: 3 clusters Score -64242.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64251.722656 Penalty: 2091.227539
	Iteration 5Q: 3 clusters Score -64251.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -64259.718750 Penalty: 2091.227539
	Iteration 6Q: 3 clusters Score -64259.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -64268.355469 Penalty: 2091.227539
	Iteration 7Q: 3 clusters Score -64268.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -64282.578125 Penalty: 2091.227539
	Iteration 8Q: 3 clusters Score -64282.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64292.617188 Penalty: 2091.227539
	Iteration 9Q: 3 clusters Score -64292.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64300.976562 Penalty: 2091.227539
	Iteration 10Q: 3 clusters Score -64300.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64308.871094 Penalty: 2091.227539
	Iteration 11Q: 3 clusters Score -64308.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64334.039062 Penalty: 2091.227539
	Iteration 12Q: 3 clusters Score -64334.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64351.601562 Penalty: 2091.227539
	Iteration 13Q: 3 clusters Score -64351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64376.535156 Penalty: 2091.227539
	Iteration 14Q: 3 clusters Score -64376.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64385.765625 Penalty: 2091.227539
	Iteration 15Q: 3 clusters Score -64385.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64398.152344 Penalty: 2091.227539
	Iteration 16Q: 3 clusters Score -64398.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -64398.582031 Penalty: 2091.227539
	Iteration 17Q: 3 clusters Score -64398.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -64399.574219 Penalty: 2091.227539
	Iteration 18Q: 3 clusters Score -64399.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -64401.343750 Penalty: 2091.227539
	Iteration 19Q: 3 clusters Score -64401.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64406.167969 Penalty: 2091.227539
	Iteration 20F: 3 clusters Score -64406.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -64411.574219 Penalty: 2091.227539
	Iteration 21Q: 3 clusters Score -64411.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -64416.250000 Penalty: 2091.227539
	Iteration 22Q: 3 clusters Score -64416.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64420.507812 Penalty: 2091.227539
	Iteration 23Q: 3 clusters Score -64420.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -64421.578125 Penalty: 2091.227539
	Iteration 24Q: 3 clusters Score -64421.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -64425.117188 Penalty: 2091.227539
	Iteration 25Q: 3 clusters Score -64425.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64425.878906 Penalty: 2091.227539
	Iteration 26Q: 3 clusters Score -64425.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64428.000000 Penalty: 2091.227539
	Iteration 27Q: 3 clusters Score -64428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -64428.000000 Penalty: 2091.227539
	Iteration 28F: 3 clusters Score -64428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -364232.375000 Penalty: 1311.776001
	Iteration 0F: 2 clusters Score -364232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -361379.437500 Penalty: 2623.552002
	Iteration 0F: 3 clusters Score -361379.4 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -362321.250000 Penalty: 2623.552002
	Iteration 1F: 3 clusters Score -362321.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -362727.750000 Penalty: 2623.552002
	Iteration 2F: 3 clusters Score -362727.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -363009.250000 Penalty: 2623.552002
	Iteration 3F: 3 clusters Score -363009.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -363214.906250 Penalty: 2623.552002
	Iteration 4F: 3 clusters Score -363214.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -363397.156250 Penalty: 2623.552002
	Iteration 5F: 3 clusters Score -363397.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -363498.031250 Penalty: 2623.552002
	Iteration 6Q: 3 clusters Score -363498 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -363565.656250 Penalty: 2623.552002
	Iteration 7Q: 3 clusters Score -363565.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -363611.312500 Penalty: 2623.552002
	Iteration 8Q: 3 clusters Score -363611.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -363645.031250 Penalty: 2623.552002
	Iteration 9Q: 3 clusters Score -363645 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -363667.750000 Penalty: 2623.552002
	Iteration 10Q: 3 clusters Score -363667.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -363679.218750 Penalty: 2623.552002
	Iteration 11Q: 3 clusters Score -363679.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -363690.343750 Penalty: 2623.552002
	Iteration 12Q: 3 clusters Score -363690.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -363696.062500 Penalty: 2623.552002
	Iteration 13Q: 3 clusters Score -363696.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -363700.812500 Penalty: 2623.552002
	Iteration 14Q: 3 clusters Score -363700.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -363704.468750 Penalty: 2623.552002
	Iteration 15Q: 3 clusters Score -363704.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -363707.937500 Penalty: 2623.552002
	Iteration 16Q: 3 clusters Score -363707.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -363711.656250 Penalty: 2623.552002
	Iteration 17Q: 3 clusters Score -363711.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -363713.375000 Penalty: 2623.552002
	Iteration 18Q: 3 clusters Score -363713.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -363714.875000 Penalty: 2623.552002
	Iteration 19Q: 3 clusters Score -363714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -363716.187500 Penalty: 2623.552002
	Iteration 20F: 3 clusters Score -363716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -363717.218750 Penalty: 2623.552002
	Iteration 21Q: 3 clusters Score -363717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -363717.437500 Penalty: 2623.552002
	Iteration 22Q: 3 clusters Score -363717.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -363717.750000 Penalty: 2623.552002
	Iteration 23Q: 3 clusters Score -363717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -363717.875000 Penalty: 2623.552002
	Iteration 24Q: 3 clusters Score -363717.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -363717.875000 Penalty: 2623.552002
	Iteration 25F: 3 clusters Score -363717.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1501668.500000 Penalty: 1528.192383
	Iteration 0F: 2 clusters Score -1501668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1493114.000000 Penalty: 3056.384766
	Iteration 0F: 3 clusters Score -1493114 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1496012.250000 Penalty: 3056.384766
	Iteration 1F: 3 clusters Score -1496012 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1496289.125000 Penalty: 3056.384766
	Iteration 2F: 3 clusters Score -1496289 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1496529.750000 Penalty: 3056.384766
	Iteration 3F: 3 clusters Score -1496530 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1496737.500000 Penalty: 3056.384766
	Iteration 4Q: 3 clusters Score -1496738 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1496966.750000 Penalty: 3056.384766
	Iteration 5Q: 3 clusters Score -1496967 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1497188.500000 Penalty: 3056.384766
	Iteration 6Q: 3 clusters Score -1497188 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1497464.250000 Penalty: 3056.384766
	Iteration 7Q: 3 clusters Score -1497464 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1497758.125000 Penalty: 3056.384766
	Iteration 8Q: 3 clusters Score -1497758 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1498107.875000 Penalty: 3056.384766
	Iteration 9Q: 3 clusters Score -1498108 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1498570.875000 Penalty: 3056.384766
	Iteration 10Q: 3 clusters Score -1498571 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1499049.500000 Penalty: 3056.384766
	Iteration 11Q: 3 clusters Score -1499050 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1499467.000000 Penalty: 3056.384766
	Iteration 12Q: 3 clusters Score -1499467 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1499755.500000 Penalty: 3056.384766
	Iteration 13Q: 3 clusters Score -1499756 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1499939.375000 Penalty: 3056.384766
	Iteration 14Q: 3 clusters Score -1499939 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1500038.000000 Penalty: 3056.384766
	Iteration 15Q: 3 clusters Score -1500038 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1500112.625000 Penalty: 3056.384766
	Iteration 16Q: 3 clusters Score -1500113 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1500157.625000 Penalty: 3056.384766
	Iteration 17Q: 3 clusters Score -1500158 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1500202.250000 Penalty: 3056.384766
	Iteration 18Q: 3 clusters Score -1500202 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1500241.625000 Penalty: 3056.384766
	Iteration 19Q: 3 clusters Score -1500242 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1500298.750000 Penalty: 3056.384766
	Iteration 20F: 3 clusters Score -1500299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1500328.500000 Penalty: 3056.384766
	Iteration 21Q: 3 clusters Score -1500328 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1500354.875000 Penalty: 3056.384766
	Iteration 22Q: 3 clusters Score -1500355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1500373.000000 Penalty: 3056.384766
	Iteration 23Q: 3 clusters Score -1500373 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1500395.875000 Penalty: 3056.384766
	Iteration 24Q: 3 clusters Score -1500396 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1500415.750000 Penalty: 3056.384766
	Iteration 25Q: 3 clusters Score -1500416 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1500426.500000 Penalty: 3056.384766
	Iteration 26Q: 3 clusters Score -1500426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1500437.375000 Penalty: 3056.384766
	Iteration 27Q: 3 clusters Score -1500437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1500446.750000 Penalty: 3056.384766
	Iteration 28Q: 3 clusters Score -1500447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1500450.250000 Penalty: 3056.384766
	Iteration 29Q: 3 clusters Score -1500450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1500457.500000 Penalty: 3056.384766
	Iteration 30Q: 3 clusters Score -1500458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1500463.500000 Penalty: 3056.384766
	Iteration 31Q: 3 clusters Score -1500464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1500467.500000 Penalty: 3056.384766
	Iteration 32Q: 3 clusters Score -1500468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1500472.500000 Penalty: 3056.384766
	Iteration 33Q: 3 clusters Score -1500472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1500477.750000 Penalty: 3056.384766
	Iteration 34Q: 3 clusters Score -1500478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1500482.000000 Penalty: 3056.384766
	Iteration 35Q: 3 clusters Score -1500482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1500482.000000 Penalty: 3056.384766
	Iteration 36Q: 3 clusters Score -1500482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1500483.875000 Penalty: 3056.384766
	Iteration 37Q: 3 clusters Score -1500484 nChanged 2
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: -1500483.375000 Penalty: 3056.384766
	Iteration 38Q: 3 clusters Score -1500483 nChanged 2
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: -1500483.875000 Penalty: 3056.384766
	Iteration 39Q: 3 clusters Score -1500484 nChanged 0
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: -1500483.875000 Penalty: 3056.384766
	Iteration 40F: 3 clusters Score -1500484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Entering Unmasked Estep 
Score: -1720214.250000 Penalty: 1550.764038
	Iteration 0F: 2 clusters Score -1720214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1710547.375000 Penalty: 3101.528076
	Iteration 0F: 3 clusters Score -1710547 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1713971.250000 Penalty: 3101.528076
	Iteration 1F: 3 clusters Score -1713971 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1714332.875000 Penalty: 3101.528076
	Iteration 2F: 3 clusters Score -1714333 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1714659.750000 Penalty: 3101.528076
	Iteration 3F: 3 clusters Score -1714660 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1714941.625000 Penalty: 3101.528076
	Iteration 4Q: 3 clusters Score -1714942 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1715221.375000 Penalty: 3101.528076
	Iteration 5Q: 3 clusters Score -1715221 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1715481.000000 Penalty: 3101.528076
	Iteration 6Q: 3 clusters Score -1715481 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1715749.875000 Penalty: 3101.528076
	Iteration 7Q: 3 clusters Score -1715750 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1715981.750000 Penalty: 3101.528076
	Iteration 8Q: 3 clusters Score -1715982 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1716205.625000 Penalty: 3101.528076
	Iteration 9Q: 3 clusters Score -1716206 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1716457.125000 Penalty: 3101.528076
	Iteration 10Q: 3 clusters Score -1716457 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1716719.250000 Penalty: 3101.528076
	Iteration 11Q: 3 clusters Score -1716719 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1716949.750000 Penalty: 3101.528076
	Iteration 12Q: 3 clusters Score -1716950 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1717165.625000 Penalty: 3101.528076
	Iteration 13Q: 3 clusters Score -1717166 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1717403.500000 Penalty: 3101.528076
	Iteration 14Q: 3 clusters Score -1717404 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1717640.875000 Penalty: 3101.528076
	Iteration 15Q: 3 clusters Score -1717641 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1717879.500000 Penalty: 3101.528076
	Iteration 16Q: 3 clusters Score -1717880 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1718094.875000 Penalty: 3101.528076
	Iteration 17Q: 3 clusters Score -1718095 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1718264.250000 Penalty: 3101.528076
	Iteration 18Q: 3 clusters Score -1718264 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1718406.750000 Penalty: 3101.528076
	Iteration 19Q: 3 clusters Score -1718407 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1718514.625000 Penalty: 3101.528076
	Iteration 20F: 3 clusters Score -1718515 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1718612.875000 Penalty: 3101.528076
	Iteration 21Q: 3 clusters Score -1718613 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1718689.250000 Penalty: 3101.528076
	Iteration 22Q: 3 clusters Score -1718689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -1718736.125000 Penalty: 3101.528076
	Iteration 23Q: 3 clusters Score -1718736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -1718774.375000 Penalty: 3101.528076
	Iteration 24Q: 3 clusters Score -1718774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1718819.750000 Penalty: 3101.528076
	Iteration 25Q: 3 clusters Score -1718820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1718839.500000 Penalty: 3101.528076
	Iteration 26Q: 3 clusters Score -1718840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1718850.750000 Penalty: 3101.528076
	Iteration 27Q: 3 clusters Score -1718851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1718856.250000 Penalty: 3101.528076
	Iteration 28Q: 3 clusters Score -1718856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1718855.875000 Penalty: 3101.528076
	Iteration 29Q: 3 clusters Score -1718856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1718860.250000 Penalty: 3101.528076
	Iteration 30Q: 3 clusters Score -1718860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1718863.250000 Penalty: 3101.528076
	Iteration 31Q: 3 clusters Score -1718863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1718865.625000 Penalty: 3101.528076
	Iteration 32Q: 3 clusters Score -1718866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1718864.500000 Penalty: 3101.528076
	Iteration 33Q: 3 clusters Score -1718864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1718864.500000 Penalty: 3101.528076
	Iteration 34F: 3 clusters Score -1718864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Entering Unmasked Estep 
Score: -1842295.000000 Penalty: 1558.864868
	Iteration 0F: 2 clusters Score -1842295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1832127.125000 Penalty: 3117.729736
	Iteration 0F: 3 clusters Score -1832127 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1835604.875000 Penalty: 3117.729736
	Iteration 1F: 3 clusters Score -1835605 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1835865.375000 Penalty: 3117.729736
	Iteration 2F: 3 clusters Score -1835865 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1836076.125000 Penalty: 3117.729736
	Iteration 3Q: 3 clusters Score -1836076 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1836232.125000 Penalty: 3117.729736
	Iteration 4Q: 3 clusters Score -1836232 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1836399.250000 Penalty: 3117.729736
	Iteration 5Q: 3 clusters Score -1836399 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1836581.875000 Penalty: 3117.729736
	Iteration 6Q: 3 clusters Score -1836582 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1836790.000000 Penalty: 3117.729736
	Iteration 7Q: 3 clusters Score -1836790 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1837016.000000 Penalty: 3117.729736
	Iteration 8Q: 3 clusters Score -1837016 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1837269.250000 Penalty: 3117.729736
	Iteration 9Q: 3 clusters Score -1837269 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1837613.625000 Penalty: 3117.729736
	Iteration 10Q: 3 clusters Score -1837614 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1838060.750000 Penalty: 3117.729736
	Iteration 11Q: 3 clusters Score -1838061 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1838551.125000 Penalty: 3117.729736
	Iteration 12Q: 3 clusters Score -1838551 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1839124.125000 Penalty: 3117.729736
	Iteration 13Q: 3 clusters Score -1839124 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1839648.000000 Penalty: 3117.729736
	Iteration 14Q: 3 clusters Score -1839648 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1840123.375000 Penalty: 3117.729736
	Iteration 15Q: 3 clusters Score -1840123 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1840535.500000 Penalty: 3117.729736
	Iteration 16Q: 3 clusters Score -1840536 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1840884.500000 Penalty: 3117.729736
	Iteration 17Q: 3 clusters Score -1840884 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1841152.750000 Penalty: 3117.729736
	Iteration 18Q: 3 clusters Score -1841153 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1841284.250000 Penalty: 3117.729736
	Iteration 19Q: 3 clusters Score -1841284 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1841364.250000 Penalty: 3117.729736
	Iteration 20F: 3 clusters Score -1841364 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1841402.250000 Penalty: 3117.729736
	Iteration 21Q: 3 clusters Score -1841402 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1841420.750000 Penalty: 3117.729736
	Iteration 22Q: 3 clusters Score -1841421 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1841432.625000 Penalty: 3117.729736
	Iteration 23Q: 3 clusters Score -1841433 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1841439.250000 Penalty: 3117.729736
	Iteration 24Q: 3 clusters Score -1841439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1841442.750000 Penalty: 3117.729736
	Iteration 25Q: 3 clusters Score -1841443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1841448.625000 Penalty: 3117.729736
	Iteration 26Q: 3 clusters Score -1841449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1841448.125000 Penalty: 3117.729736
	Iteration 27Q: 3 clusters Score -1841448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1841449.625000 Penalty: 3117.729736
	Iteration 28Q: 3 clusters Score -1841450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1841451.375000 Penalty: 3117.729736
	Iteration 29Q: 3 clusters Score -1841451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1841448.750000 Penalty: 3117.729736
	Iteration 30Q: 3 clusters Score -1841449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1841449.375000 Penalty: 3117.729736
	Iteration 31Q: 3 clusters Score -1841449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1841449.125000 Penalty: 3117.729736
	Iteration 32Q: 3 clusters Score -1841449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -1841449.125000 Penalty: 3117.729736
	Iteration 33F: 3 clusters Score -1841449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -544554.812500 Penalty: 1364.081421
	Iteration 0F: 2 clusters Score -544554.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -540930.687500 Penalty: 2728.162842
	Iteration 0F: 3 clusters Score -540930.7 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -541851.250000 Penalty: 2728.162842
	Iteration 1F: 3 clusters Score -541851.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -541966.437500 Penalty: 2728.162842
	Iteration 2F: 3 clusters Score -541966.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -542050.937500 Penalty: 2728.162842
	Iteration 3Q: 3 clusters Score -542050.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -542122.562500 Penalty: 2728.162842
	Iteration 4Q: 3 clusters Score -542122.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -542184.875000 Penalty: 2728.162842
	Iteration 5Q: 3 clusters Score -542184.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -542234.312500 Penalty: 2728.162842
	Iteration 6Q: 3 clusters Score -542234.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -542289.000000 Penalty: 2728.162842
	Iteration 7Q: 3 clusters Score -542289 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -542357.687500 Penalty: 2728.162842
	Iteration 8Q: 3 clusters Score -542357.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -542421.937500 Penalty: 2728.162842
	Iteration 9Q: 3 clusters Score -542421.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -542479.187500 Penalty: 2728.162842
	Iteration 10Q: 3 clusters Score -542479.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -542533.000000 Penalty: 2728.162842
	Iteration 11Q: 3 clusters Score -542533 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -542587.000000 Penalty: 2728.162842
	Iteration 12Q: 3 clusters Score -542587 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -542633.875000 Penalty: 2728.162842
	Iteration 13Q: 3 clusters Score -542633.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -542685.812500 Penalty: 2728.162842
	Iteration 14Q: 3 clusters Score -542685.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -542745.250000 Penalty: 2728.162842
	Iteration 15Q: 3 clusters Score -542745.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -542817.250000 Penalty: 2728.162842
	Iteration 16Q: 3 clusters Score -542817.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -542894.375000 Penalty: 2728.162842
	Iteration 17Q: 3 clusters Score -542894.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -542981.937500 Penalty: 2728.162842
	Iteration 18Q: 3 clusters Score -542981.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -543053.750000 Penalty: 2728.162842
	Iteration 19Q: 3 clusters Score -543053.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -543104.312500 Penalty: 2728.162842
	Iteration 20F: 3 clusters Score -543104.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -543146.687500 Penalty: 2728.162842
	Iteration 21Q: 3 clusters Score -543146.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -543190.500000 Penalty: 2728.162842
	Iteration 22Q: 3 clusters Score -543190.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -543229.250000 Penalty: 2728.162842
	Iteration 23Q: 3 clusters Score -543229.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -543248.562500 Penalty: 2728.162842
	Iteration 24Q: 3 clusters Score -543248.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -543263.312500 Penalty: 2728.162842
	Iteration 25Q: 3 clusters Score -543263.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -543279.562500 Penalty: 2728.162842
	Iteration 26Q: 3 clusters Score -543279.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -543291.875000 Penalty: 2728.162842
	Iteration 27Q: 3 clusters Score -543291.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -543305.125000 Penalty: 2728.162842
	Iteration 28Q: 3 clusters Score -543305.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -543310.375000 Penalty: 2728.162842
	Iteration 29Q: 3 clusters Score -543310.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -543313.812500 Penalty: 2728.162842
	Iteration 30Q: 3 clusters Score -543313.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -543317.125000 Penalty: 2728.162842
	Iteration 31Q: 3 clusters Score -543317.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -543317.250000 Penalty: 2728.162842
	Iteration 32Q: 3 clusters Score -543317.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -543317.250000 Penalty: 2728.162842
	Iteration 33F: 3 clusters Score -543317.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Entering Unmasked Estep 
Score: -367608.968750 Penalty: 1299.784180
	Iteration 0F: 2 clusters Score -367609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -364929.250000 Penalty: 2599.568359
	Iteration 0F: 3 clusters Score -364929.2 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -365555.562500 Penalty: 2599.568359
	Iteration 1F: 3 clusters Score -365555.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -365703.312500 Penalty: 2599.568359
	Iteration 2F: 3 clusters Score -365703.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -365801.187500 Penalty: 2599.568359
	Iteration 3F: 3 clusters Score -365801.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -365868.375000 Penalty: 2599.568359
	Iteration 4Q: 3 clusters Score -365868.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -365931.312500 Penalty: 2599.568359
	Iteration 5Q: 3 clusters Score -365931.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -365985.062500 Penalty: 2599.568359
	Iteration 6Q: 3 clusters Score -365985.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -366027.843750 Penalty: 2599.568359
	Iteration 7Q: 3 clusters Score -366027.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -366079.031250 Penalty: 2599.568359
	Iteration 8Q: 3 clusters Score -366079 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -366123.906250 Penalty: 2599.568359
	Iteration 9Q: 3 clusters Score -366123.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -366173.656250 Penalty: 2599.568359
	Iteration 10Q: 3 clusters Score -366173.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -366220.125000 Penalty: 2599.568359
	Iteration 11Q: 3 clusters Score -366220.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -366255.906250 Penalty: 2599.568359
	Iteration 12Q: 3 clusters Score -366255.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -366278.562500 Penalty: 2599.568359
	Iteration 13Q: 3 clusters Score -366278.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -366299.625000 Penalty: 2599.568359
	Iteration 14Q: 3 clusters Score -366299.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -366322.312500 Penalty: 2599.568359
	Iteration 15Q: 3 clusters Score -366322.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -366342.562500 Penalty: 2599.568359
	Iteration 16Q: 3 clusters Score -366342.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -366358.500000 Penalty: 2599.568359
	Iteration 17Q: 3 clusters Score -366358.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -366377.093750 Penalty: 2599.568359
	Iteration 18Q: 3 clusters Score -366377.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -366395.343750 Penalty: 2599.568359
	Iteration 19Q: 3 clusters Score -366395.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -366409.562500 Penalty: 2599.568359
	Iteration 20F: 3 clusters Score -366409.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -366418.343750 Penalty: 2599.568359
	Iteration 21Q: 3 clusters Score -366418.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -366425.875000 Penalty: 2599.568359
	Iteration 22Q: 3 clusters Score -366425.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -366434.093750 Penalty: 2599.568359
	Iteration 23Q: 3 clusters Score -366434.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -366440.593750 Penalty: 2599.568359
	Iteration 24Q: 3 clusters Score -366440.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -366446.343750 Penalty: 2599.568359
	Iteration 25Q: 3 clusters Score -366446.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -366452.875000 Penalty: 2599.568359
	Iteration 26Q: 3 clusters Score -366452.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -366457.062500 Penalty: 2599.568359
	Iteration 27Q: 3 clusters Score -366457.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -366463.750000 Penalty: 2599.568359
	Iteration 28Q: 3 clusters Score -366463.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -366468.656250 Penalty: 2599.568359
	Iteration 29Q: 3 clusters Score -366468.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -366475.093750 Penalty: 2599.568359
	Iteration 30Q: 3 clusters Score -366475.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -366481.562500 Penalty: 2599.568359
	Iteration 31Q: 3 clusters Score -366481.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -366487.187500 Penalty: 2599.568359
	Iteration 32Q: 3 clusters Score -366487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -366490.500000 Penalty: 2599.568359
	Iteration 33Q: 3 clusters Score -366490.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -366492.843750 Penalty: 2599.568359
	Iteration 34Q: 3 clusters Score -366492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -366495.250000 Penalty: 2599.568359
	Iteration 35Q: 3 clusters Score -366495.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -366496.125000 Penalty: 2599.568359
	Iteration 36Q: 3 clusters Score -366496.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -366498.375000 Penalty: 2599.568359
	Iteration 37Q: 3 clusters Score -366498.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -366497.843750 Penalty: 2599.568359
	Iteration 38Q: 3 clusters Score -366497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -366498.593750 Penalty: 2599.568359
	Iteration 39Q: 3 clusters Score -366498.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -366499.937500 Penalty: 2599.568359
	Iteration 40F: 3 clusters Score -366499.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -366500.250000 Penalty: 2599.568359
	Iteration 41Q: 3 clusters Score -366500.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -366500.906250 Penalty: 2599.568359
	Iteration 42Q: 3 clusters Score -366500.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -366500.906250 Penalty: 2599.568359
	Iteration 43F: 3 clusters Score -366500.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Entering Unmasked Estep 
Score: -376329.937500 Penalty: 1310.042847
	Iteration 0F: 2 clusters Score -376329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -373572.906250 Penalty: 2620.085693
	Iteration 0F: 3 clusters Score -373572.9 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -374397.468750 Penalty: 2620.085693
	Iteration 1F: 3 clusters Score -374397.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -374705.875000 Penalty: 2620.085693
	Iteration 2F: 3 clusters Score -374705.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -374979.750000 Penalty: 2620.085693
	Iteration 3F: 3 clusters Score -374979.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -375195.750000 Penalty: 2620.085693
	Iteration 4F: 3 clusters Score -375195.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -375364.000000 Penalty: 2620.085693
	Iteration 5F: 3 clusters Score -375364 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -375519.500000 Penalty: 2620.085693
	Iteration 6Q: 3 clusters Score -375519.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -375682.500000 Penalty: 2620.085693
	Iteration 7Q: 3 clusters Score -375682.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -375795.875000 Penalty: 2620.085693
	Iteration 8Q: 3 clusters Score -375795.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -375869.125000 Penalty: 2620.085693
	Iteration 9Q: 3 clusters Score -375869.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -375906.031250 Penalty: 2620.085693
	Iteration 10Q: 3 clusters Score -375906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -375925.968750 Penalty: 2620.085693
	Iteration 11Q: 3 clusters Score -375926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -375936.093750 Penalty: 2620.085693
	Iteration 12Q: 3 clusters Score -375936.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -375946.031250 Penalty: 2620.085693
	Iteration 13Q: 3 clusters Score -375946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -375955.812500 Penalty: 2620.085693
	Iteration 14Q: 3 clusters Score -375955.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -375964.156250 Penalty: 2620.085693
	Iteration 15Q: 3 clusters Score -375964.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -375973.812500 Penalty: 2620.085693
	Iteration 16Q: 3 clusters Score -375973.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -375982.000000 Penalty: 2620.085693
	Iteration 17Q: 3 clusters Score -375982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -375991.343750 Penalty: 2620.085693
	Iteration 18Q: 3 clusters Score -375991.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -375997.750000 Penalty: 2620.085693
	Iteration 19Q: 3 clusters Score -375997.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -376006.781250 Penalty: 2620.085693
	Iteration 20F: 3 clusters Score -376006.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -376012.781250 Penalty: 2620.085693
	Iteration 21Q: 3 clusters Score -376012.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -376016.656250 Penalty: 2620.085693
	Iteration 22Q: 3 clusters Score -376016.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -376018.687500 Penalty: 2620.085693
	Iteration 23Q: 3 clusters Score -376018.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -376020.718750 Penalty: 2620.085693
	Iteration 24Q: 3 clusters Score -376020.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -376022.312500 Penalty: 2620.085693
	Iteration 25Q: 3 clusters Score -376022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -376023.656250 Penalty: 2620.085693
	Iteration 26Q: 3 clusters Score -376023.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -376023.625000 Penalty: 2620.085693
	Iteration 27Q: 3 clusters Score -376023.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -376024.281250 Penalty: 2620.085693
	Iteration 28Q: 3 clusters Score -376024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -376024.687500 Penalty: 2620.085693
	Iteration 29Q: 3 clusters Score -376024.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -376024.687500 Penalty: 2620.085693
	Iteration 30F: 3 clusters Score -376024.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -507533.093750 Penalty: 1355.168823
	Iteration 0F: 2 clusters Score -507533.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -504008.375000 Penalty: 2710.337646
	Iteration 0F: 3 clusters Score -504008.4 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -504911.500000 Penalty: 2710.337646
	Iteration 1F: 3 clusters Score -504911.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -505173.218750 Penalty: 2710.337646
	Iteration 2F: 3 clusters Score -505173.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -505468.062500 Penalty: 2710.337646
	Iteration 3F: 3 clusters Score -505468.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -505692.500000 Penalty: 2710.337646
	Iteration 4F: 3 clusters Score -505692.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -505909.750000 Penalty: 2710.337646
	Iteration 5F: 3 clusters Score -505909.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -506070.593750 Penalty: 2710.337646
	Iteration 6F: 3 clusters Score -506070.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -506198.843750 Penalty: 2710.337646
	Iteration 7Q: 3 clusters Score -506198.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -506287.781250 Penalty: 2710.337646
	Iteration 8Q: 3 clusters Score -506287.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -506346.062500 Penalty: 2710.337646
	Iteration 9Q: 3 clusters Score -506346.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -506390.656250 Penalty: 2710.337646
	Iteration 10Q: 3 clusters Score -506390.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -506413.750000 Penalty: 2710.337646
	Iteration 11Q: 3 clusters Score -506413.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -506431.031250 Penalty: 2710.337646
	Iteration 12Q: 3 clusters Score -506431 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -506442.625000 Penalty: 2710.337646
	Iteration 13Q: 3 clusters Score -506442.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -506453.687500 Penalty: 2710.337646
	Iteration 14Q: 3 clusters Score -506453.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -506461.156250 Penalty: 2710.337646
	Iteration 15Q: 3 clusters Score -506461.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -506465.437500 Penalty: 2710.337646
	Iteration 16Q: 3 clusters Score -506465.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -506470.718750 Penalty: 2710.337646
	Iteration 17Q: 3 clusters Score -506470.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -506474.281250 Penalty: 2710.337646
	Iteration 18Q: 3 clusters Score -506474.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -506477.187500 Penalty: 2710.337646
	Iteration 19Q: 3 clusters Score -506477.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -506478.843750 Penalty: 2710.337646
	Iteration 20F: 3 clusters Score -506478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -506479.187500 Penalty: 2710.337646
	Iteration 21Q: 3 clusters Score -506479.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -506480.593750 Penalty: 2710.337646
	Iteration 22Q: 3 clusters Score -506480.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -506480.875000 Penalty: 2710.337646
	Iteration 23Q: 3 clusters Score -506480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -506480.156250 Penalty: 2710.337646
	Iteration 24Q: 3 clusters Score -506480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -506481.437500 Penalty: 2710.337646
	Iteration 25Q: 3 clusters Score -506481.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -506482.343750 Penalty: 2710.337646
	Iteration 26Q: 3 clusters Score -506482.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -506483.000000 Penalty: 2710.337646
	Iteration 27Q: 3 clusters Score -506483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -506483.156250 Penalty: 2710.337646
	Iteration 28Q: 3 clusters Score -506483.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -506483.156250 Penalty: 2710.337646
	Iteration 29F: 3 clusters Score -506483.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Entering Unmasked Estep 
Score: -1498387.250000 Penalty: 1541.191162
	Iteration 0F: 2 clusters Score -1498387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1489025.125000 Penalty: 3082.382324
	Iteration 0F: 3 clusters Score -1489025 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1492275.250000 Penalty: 3082.382324
	Iteration 1F: 3 clusters Score -1492275 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1492616.625000 Penalty: 3082.382324
	Iteration 2F: 3 clusters Score -1492617 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1492936.875000 Penalty: 3082.382324
	Iteration 3F: 3 clusters Score -1492937 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1493249.750000 Penalty: 3082.382324
	Iteration 4Q: 3 clusters Score -1493250 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1493554.750000 Penalty: 3082.382324
	Iteration 5Q: 3 clusters Score -1493555 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1493917.250000 Penalty: 3082.382324
	Iteration 6Q: 3 clusters Score -1493917 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1494304.875000 Penalty: 3082.382324
	Iteration 7Q: 3 clusters Score -1494305 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1494669.250000 Penalty: 3082.382324
	Iteration 8F: 3 clusters Score -1494669 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1494968.375000 Penalty: 3082.382324
	Iteration 9Q: 3 clusters Score -1494968 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1495223.000000 Penalty: 3082.382324
	Iteration 10Q: 3 clusters Score -1495223 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1495426.250000 Penalty: 3082.382324
	Iteration 11Q: 3 clusters Score -1495426 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1495570.875000 Penalty: 3082.382324
	Iteration 12Q: 3 clusters Score -1495571 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1495707.750000 Penalty: 3082.382324
	Iteration 13Q: 3 clusters Score -1495708 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1495818.125000 Penalty: 3082.382324
	Iteration 14Q: 3 clusters Score -1495818 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1495883.125000 Penalty: 3082.382324
	Iteration 15Q: 3 clusters Score -1495883 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1495933.125000 Penalty: 3082.382324
	Iteration 16Q: 3 clusters Score -1495933 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1495953.625000 Penalty: 3082.382324
	Iteration 17Q: 3 clusters Score -1495954 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1495973.375000 Penalty: 3082.382324
	Iteration 18Q: 3 clusters Score -1495973 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1495986.875000 Penalty: 3082.382324
	Iteration 19Q: 3 clusters Score -1495987 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1495999.500000 Penalty: 3082.382324
	Iteration 20F: 3 clusters Score -1496000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1496009.250000 Penalty: 3082.382324
	Iteration 21Q: 3 clusters Score -1496009 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1496025.375000 Penalty: 3082.382324
	Iteration 22Q: 3 clusters Score -1496025 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1496035.500000 Penalty: 3082.382324
	Iteration 23Q: 3 clusters Score -1496036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1496041.875000 Penalty: 3082.382324
	Iteration 24Q: 3 clusters Score -1496042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1496052.125000 Penalty: 3082.382324
	Iteration 25Q: 3 clusters Score -1496052 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1496059.375000 Penalty: 3082.382324
	Iteration 26Q: 3 clusters Score -1496059 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1496065.125000 Penalty: 3082.382324
	Iteration 27Q: 3 clusters Score -1496065 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1496083.500000 Penalty: 3082.382324
	Iteration 28Q: 3 clusters Score -1496084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1496100.625000 Penalty: 3082.382324
	Iteration 29Q: 3 clusters Score -1496101 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1496111.000000 Penalty: 3082.382324
	Iteration 30Q: 3 clusters Score -1496111 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1496128.250000 Penalty: 3082.382324
	Iteration 31Q: 3 clusters Score -1496128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1496145.375000 Penalty: 3082.382324
	Iteration 32Q: 3 clusters Score -1496145 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1496162.375000 Penalty: 3082.382324
	Iteration 33Q: 3 clusters Score -1496162 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1496189.625000 Penalty: 3082.382324
	Iteration 34Q: 3 clusters Score -1496190 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1496211.125000 Penalty: 3082.382324
	Iteration 35Q: 3 clusters Score -1496211 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1496231.625000 Penalty: 3082.382324
	Iteration 36Q: 3 clusters Score -1496232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1496261.500000 Penalty: 3082.382324
	Iteration 37Q: 3 clusters Score -1496262 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1496297.625000 Penalty: 3082.382324
	Iteration 38Q: 3 clusters Score -1496298 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1496338.500000 Penalty: 3082.382324
	Iteration 39Q: 3 clusters Score -1496338 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1496386.875000 Penalty: 3082.382324
	Iteration 40F: 3 clusters Score -1496387 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1496428.000000 Penalty: 3082.382324
	Iteration 41Q: 3 clusters Score -1496428 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1496466.250000 Penalty: 3082.382324
	Iteration 42Q: 3 clusters Score -1496466 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1496490.500000 Penalty: 3082.382324
	Iteration 43Q: 3 clusters Score -1496490 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1496507.250000 Penalty: 3082.382324
	Iteration 44Q: 3 clusters Score -1496507 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1496518.000000 Penalty: 3082.382324
	Iteration 45Q: 3 clusters Score -1496518 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1496533.125000 Penalty: 3082.382324
	Iteration 46Q: 3 clusters Score -1496533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1496544.750000 Penalty: 3082.382324
	Iteration 47Q: 3 clusters Score -1496545 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1496559.375000 Penalty: 3082.382324
	Iteration 48Q: 3 clusters Score -1496559 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1496562.125000 Penalty: 3082.382324
	Iteration 49Q: 3 clusters Score -1496562 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1496565.750000 Penalty: 3082.382324
	Iteration 50Q: 3 clusters Score -1496566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1496573.125000 Penalty: 3082.382324
	Iteration 51Q: 3 clusters Score -1496573 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1496584.125000 Penalty: 3082.382324
	Iteration 52Q: 3 clusters Score -1496584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1496587.875000 Penalty: 3082.382324
	Iteration 53Q: 3 clusters Score -1496588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1496590.875000 Penalty: 3082.382324
	Iteration 54Q: 3 clusters Score -1496591 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1496596.625000 Penalty: 3082.382324
	Iteration 55Q: 3 clusters Score -1496597 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1496605.125000 Penalty: 3082.382324
	Iteration 56Q: 3 clusters Score -1496605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1496608.500000 Penalty: 3082.382324
	Iteration 57Q: 3 clusters Score -1496608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1496610.625000 Penalty: 3082.382324
	Iteration 58Q: 3 clusters Score -1496611 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1496620.250000 Penalty: 3082.382324
	Iteration 59Q: 3 clusters Score -1496620 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1496622.750000 Penalty: 3082.382324
	Iteration 60F: 3 clusters Score -1496623 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1496638.250000 Penalty: 3082.382324
	Iteration 61Q: 3 clusters Score -1496638 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1496642.625000 Penalty: 3082.382324
	Iteration 62Q: 3 clusters Score -1496643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1496650.250000 Penalty: 3082.382324
	Iteration 63Q: 3 clusters Score -1496650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1496655.375000 Penalty: 3082.382324
	Iteration 64Q: 3 clusters Score -1496655 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1496662.000000 Penalty: 3082.382324
	Iteration 65Q: 3 clusters Score -1496662 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1496671.250000 Penalty: 3082.382324
	Iteration 66Q: 3 clusters Score -1496671 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1496681.250000 Penalty: 3082.382324
	Iteration 67Q: 3 clusters Score -1496681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1496690.750000 Penalty: 3082.382324
	Iteration 68Q: 3 clusters Score -1496691 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1496694.000000 Penalty: 3082.382324
	Iteration 69Q: 3 clusters Score -1496694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1496699.000000 Penalty: 3082.382324
	Iteration 70Q: 3 clusters Score -1496699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1496704.625000 Penalty: 3082.382324
	Iteration 71Q: 3 clusters Score -1496705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1496702.000000 Penalty: 3082.382324
	Iteration 72Q: 3 clusters Score -1496702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1496704.750000 Penalty: 3082.382324
	Iteration 73Q: 3 clusters Score -1496705 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1496711.250000 Penalty: 3082.382324
	Iteration 74Q: 3 clusters Score -1496711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1496711.750000 Penalty: 3082.382324
	Iteration 75Q: 3 clusters Score -1496712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1496712.750000 Penalty: 3082.382324
	Iteration 76Q: 3 clusters Score -1496713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1496717.125000 Penalty: 3082.382324
	Iteration 77Q: 3 clusters Score -1496717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1496720.500000 Penalty: 3082.382324
	Iteration 78Q: 3 clusters Score -1496720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1496721.125000 Penalty: 3082.382324
	Iteration 79Q: 3 clusters Score -1496721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1496728.250000 Penalty: 3082.382324
	Iteration 80F: 3 clusters Score -1496728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1496730.375000 Penalty: 3082.382324
	Iteration 81Q: 3 clusters Score -1496730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1496729.625000 Penalty: 3082.382324
	Iteration 82Q: 3 clusters Score -1496730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1496734.875000 Penalty: 3082.382324
	Iteration 83Q: 3 clusters Score -1496735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1496743.250000 Penalty: 3082.382324
	Iteration 84Q: 3 clusters Score -1496743 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1496748.000000 Penalty: 3082.382324
	Iteration 85Q: 3 clusters Score -1496748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1496749.750000 Penalty: 3082.382324
	Iteration 86Q: 3 clusters Score -1496750 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1496753.125000 Penalty: 3082.382324
	Iteration 87Q: 3 clusters Score -1496753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1496757.750000 Penalty: 3082.382324
	Iteration 88Q: 3 clusters Score -1496758 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1496757.250000 Penalty: 3082.382324
	Iteration 89Q: 3 clusters Score -1496757 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1496762.625000 Penalty: 3082.382324
	Iteration 90Q: 3 clusters Score -1496763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1496766.125000 Penalty: 3082.382324
	Iteration 91Q: 3 clusters Score -1496766 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1496771.750000 Penalty: 3082.382324
	Iteration 92Q: 3 clusters Score -1496772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1496778.375000 Penalty: 3082.382324
	Iteration 93Q: 3 clusters Score -1496778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1496784.750000 Penalty: 3082.382324
	Iteration 94Q: 3 clusters Score -1496785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1496788.625000 Penalty: 3082.382324
	Iteration 95Q: 3 clusters Score -1496789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1496794.500000 Penalty: 3082.382324
	Iteration 96Q: 3 clusters Score -1496794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1496801.125000 Penalty: 3082.382324
	Iteration 97Q: 3 clusters Score -1496801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1496803.375000 Penalty: 3082.382324
	Iteration 98Q: 3 clusters Score -1496803 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1496815.625000 Penalty: 3082.382324
	Iteration 99Q: 3 clusters Score -1496816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1496832.000000 Penalty: 3082.382324
	Iteration 100F: 3 clusters Score -1496832 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1496847.250000 Penalty: 3082.382324
	Iteration 101Q: 3 clusters Score -1496847 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1496870.750000 Penalty: 3082.382324
	Iteration 102Q: 3 clusters Score -1496871 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1496898.000000 Penalty: 3082.382324
	Iteration 103Q: 3 clusters Score -1496898 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1496924.500000 Penalty: 3082.382324
	Iteration 104Q: 3 clusters Score -1496924 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1496944.625000 Penalty: 3082.382324
	Iteration 105Q: 3 clusters Score -1496945 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1496964.625000 Penalty: 3082.382324
	Iteration 106Q: 3 clusters Score -1496965 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1496981.250000 Penalty: 3082.382324
	Iteration 107Q: 3 clusters Score -1496981 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1497004.125000 Penalty: 3082.382324
	Iteration 108Q: 3 clusters Score -1497004 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1497025.875000 Penalty: 3082.382324
	Iteration 109Q: 3 clusters Score -1497026 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1497054.250000 Penalty: 3082.382324
	Iteration 110Q: 3 clusters Score -1497054 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1497084.625000 Penalty: 3082.382324
	Iteration 111Q: 3 clusters Score -1497085 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1497102.875000 Penalty: 3082.382324
	Iteration 112Q: 3 clusters Score -1497103 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1497135.625000 Penalty: 3082.382324
	Iteration 113Q: 3 clusters Score -1497136 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1497166.000000 Penalty: 3082.382324
	Iteration 114Q: 3 clusters Score -1497166 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1497193.375000 Penalty: 3082.382324
	Iteration 115Q: 3 clusters Score -1497193 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1497225.625000 Penalty: 3082.382324
	Iteration 116Q: 3 clusters Score -1497226 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1497254.250000 Penalty: 3082.382324
	Iteration 117Q: 3 clusters Score -1497254 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1497276.000000 Penalty: 3082.382324
	Iteration 118Q: 3 clusters Score -1497276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1497294.375000 Penalty: 3082.382324
	Iteration 119Q: 3 clusters Score -1497294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1497317.625000 Penalty: 3082.382324
	Iteration 120F: 3 clusters Score -1497318 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1497338.000000 Penalty: 3082.382324
	Iteration 121Q: 3 clusters Score -1497338 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1497352.500000 Penalty: 3082.382324
	Iteration 122Q: 3 clusters Score -1497352 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1497366.875000 Penalty: 3082.382324
	Iteration 123Q: 3 clusters Score -1497367 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1497388.125000 Penalty: 3082.382324
	Iteration 124Q: 3 clusters Score -1497388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1497398.250000 Penalty: 3082.382324
	Iteration 125Q: 3 clusters Score -1497398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1497404.500000 Penalty: 3082.382324
	Iteration 126Q: 3 clusters Score -1497404 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1497408.125000 Penalty: 3082.382324
	Iteration 127Q: 3 clusters Score -1497408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1497418.625000 Penalty: 3082.382324
	Iteration 128Q: 3 clusters Score -1497419 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1497423.500000 Penalty: 3082.382324
	Iteration 129Q: 3 clusters Score -1497424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1497435.250000 Penalty: 3082.382324
	Iteration 130Q: 3 clusters Score -1497435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1497441.125000 Penalty: 3082.382324
	Iteration 131Q: 3 clusters Score -1497441 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1497450.750000 Penalty: 3082.382324
	Iteration 132Q: 3 clusters Score -1497451 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1497452.250000 Penalty: 3082.382324
	Iteration 133Q: 3 clusters Score -1497452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1497457.625000 Penalty: 3082.382324
	Iteration 134Q: 3 clusters Score -1497458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1497460.375000 Penalty: 3082.382324
	Iteration 135Q: 3 clusters Score -1497460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1497465.125000 Penalty: 3082.382324
	Iteration 136Q: 3 clusters Score -1497465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1497470.000000 Penalty: 3082.382324
	Iteration 137Q: 3 clusters Score -1497470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1497475.125000 Penalty: 3082.382324
	Iteration 138Q: 3 clusters Score -1497475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1497480.250000 Penalty: 3082.382324
	Iteration 139Q: 3 clusters Score -1497480 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1497482.875000 Penalty: 3082.382324
	Iteration 140F: 3 clusters Score -1497483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1497491.750000 Penalty: 3082.382324
	Iteration 141Q: 3 clusters Score -1497492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1497491.250000 Penalty: 3082.382324
	Iteration 142Q: 3 clusters Score -1497491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1497491.125000 Penalty: 3082.382324
	Iteration 143Q: 3 clusters Score -1497491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1497502.500000 Penalty: 3082.382324
	Iteration 144Q: 3 clusters Score -1497502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1497502.500000 Penalty: 3082.382324
	Iteration 145Q: 3 clusters Score -1497502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1497503.000000 Penalty: 3082.382324
	Iteration 146Q: 3 clusters Score -1497503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1497510.125000 Penalty: 3082.382324
	Iteration 147Q: 3 clusters Score -1497510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1497512.875000 Penalty: 3082.382324
	Iteration 148Q: 3 clusters Score -1497513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1497512.625000 Penalty: 3082.382324
	Iteration 149Q: 3 clusters Score -1497513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1497517.625000 Penalty: 3082.382324
	Iteration 150Q: 3 clusters Score -1497518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1497520.625000 Penalty: 3082.382324
	Iteration 151Q: 3 clusters Score -1497521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1497526.250000 Penalty: 3082.382324
	Iteration 152Q: 3 clusters Score -1497526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1497531.125000 Penalty: 3082.382324
	Iteration 153Q: 3 clusters Score -1497531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1497533.375000 Penalty: 3082.382324
	Iteration 154Q: 3 clusters Score -1497533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1497541.875000 Penalty: 3082.382324
	Iteration 155Q: 3 clusters Score -1497542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1497542.500000 Penalty: 3082.382324
	Iteration 156Q: 3 clusters Score -1497542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1497544.000000 Penalty: 3082.382324
	Iteration 157Q: 3 clusters Score -1497544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1497547.000000 Penalty: 3082.382324
	Iteration 158Q: 3 clusters Score -1497547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1497548.750000 Penalty: 3082.382324
	Iteration 159Q: 3 clusters Score -1497549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1497547.375000 Penalty: 3082.382324
	Iteration 160F: 3 clusters Score -1497547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1497549.000000 Penalty: 3082.382324
	Iteration 161Q: 3 clusters Score -1497549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1497548.000000 Penalty: 3082.382324
	Iteration 162Q: 3 clusters Score -1497548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1497548.375000 Penalty: 3082.382324
	Iteration 163Q: 3 clusters Score -1497548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1497553.000000 Penalty: 3082.382324
	Iteration 164Q: 3 clusters Score -1497553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1497553.875000 Penalty: 3082.382324
	Iteration 165Q: 3 clusters Score -1497554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1497555.750000 Penalty: 3082.382324
	Iteration 166Q: 3 clusters Score -1497556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1497555.375000 Penalty: 3082.382324
	Iteration 167Q: 3 clusters Score -1497555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1497556.375000 Penalty: 3082.382324
	Iteration 168Q: 3 clusters Score -1497556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1497556.000000 Penalty: 3082.382324
	Iteration 169Q: 3 clusters Score -1497556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1497558.000000 Penalty: 3082.382324
	Iteration 170Q: 3 clusters Score -1497558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1497556.500000 Penalty: 3082.382324
	Iteration 171Q: 3 clusters Score -1497556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1497559.250000 Penalty: 3082.382324
	Iteration 172Q: 3 clusters Score -1497559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1497562.375000 Penalty: 3082.382324
	Iteration 173Q: 3 clusters Score -1497562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1497563.250000 Penalty: 3082.382324
	Iteration 174Q: 3 clusters Score -1497563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1497563.625000 Penalty: 3082.382324
	Iteration 175Q: 3 clusters Score -1497564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1497564.500000 Penalty: 3082.382324
	Iteration 176Q: 3 clusters Score -1497564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1497565.375000 Penalty: 3082.382324
	Iteration 177Q: 3 clusters Score -1497565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1497567.000000 Penalty: 3082.382324
	Iteration 178Q: 3 clusters Score -1497567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1497566.875000 Penalty: 3082.382324
	Iteration 179Q: 3 clusters Score -1497567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1497563.875000 Penalty: 3082.382324
	Iteration 180F: 3 clusters Score -1497564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1497564.750000 Penalty: 3082.382324
	Iteration 181Q: 3 clusters Score -1497565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1497565.875000 Penalty: 3082.382324
	Iteration 182Q: 3 clusters Score -1497566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1497566.250000 Penalty: 3082.382324
	Iteration 183Q: 3 clusters Score -1497566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1497567.875000 Penalty: 3082.382324
	Iteration 184Q: 3 clusters Score -1497568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1497567.750000 Penalty: 3082.382324
	Iteration 185Q: 3 clusters Score -1497568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1497567.125000 Penalty: 3082.382324
	Iteration 186Q: 3 clusters Score -1497567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1497569.375000 Penalty: 3082.382324
	Iteration 187Q: 3 clusters Score -1497569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1497569.500000 Penalty: 3082.382324
	Iteration 188Q: 3 clusters Score -1497570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1497567.750000 Penalty: 3082.382324
	Iteration 189Q: 3 clusters Score -1497568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1497567.125000 Penalty: 3082.382324
	Iteration 190Q: 3 clusters Score -1497567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1497567.875000 Penalty: 3082.382324
	Iteration 191Q: 3 clusters Score -1497568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1497566.375000 Penalty: 3082.382324
	Iteration 192Q: 3 clusters Score -1497566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1497568.250000 Penalty: 3082.382324
	Iteration 193Q: 3 clusters Score -1497568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1497568.250000 Penalty: 3082.382324
	Iteration 194F: 3 clusters Score -1497568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Entering Unmasked Estep 
Score: -1069271.750000 Penalty: 1476.368408
	Iteration 0F: 2 clusters Score -1069272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1062851.625000 Penalty: 2952.736816
	Iteration 0F: 3 clusters Score -1062852 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1064801.250000 Penalty: 2952.736816
	Iteration 1F: 3 clusters Score -1064801 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1065031.375000 Penalty: 2952.736816
	Iteration 2F: 3 clusters Score -1065031 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1065244.625000 Penalty: 2952.736816
	Iteration 3Q: 3 clusters Score -1065245 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1065467.000000 Penalty: 2952.736816
	Iteration 4Q: 3 clusters Score -1065467 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1065754.000000 Penalty: 2952.736816
	Iteration 5Q: 3 clusters Score -1065754 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1066144.000000 Penalty: 2952.736816
	Iteration 6F: 3 clusters Score -1066144 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1066633.375000 Penalty: 2952.736816
	Iteration 7F: 3 clusters Score -1066633 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1067122.875000 Penalty: 2952.736816
	Iteration 8F: 3 clusters Score -1067123 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1067574.125000 Penalty: 2952.736816
	Iteration 9F: 3 clusters Score -1067574 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1067903.500000 Penalty: 2952.736816
	Iteration 10F: 3 clusters Score -1067904 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1068094.125000 Penalty: 2952.736816
	Iteration 11Q: 3 clusters Score -1068094 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1068240.875000 Penalty: 2952.736816
	Iteration 12Q: 3 clusters Score -1068241 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1068340.875000 Penalty: 2952.736816
	Iteration 13Q: 3 clusters Score -1068341 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1068418.250000 Penalty: 2952.736816
	Iteration 14Q: 3 clusters Score -1068418 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1068475.625000 Penalty: 2952.736816
	Iteration 15Q: 3 clusters Score -1068476 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1068514.750000 Penalty: 2952.736816
	Iteration 16Q: 3 clusters Score -1068515 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1068548.500000 Penalty: 2952.736816
	Iteration 17Q: 3 clusters Score -1068548 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1068573.500000 Penalty: 2952.736816
	Iteration 18Q: 3 clusters Score -1068574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1068598.125000 Penalty: 2952.736816
	Iteration 19Q: 3 clusters Score -1068598 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1068615.750000 Penalty: 2952.736816
	Iteration 20F: 3 clusters Score -1068616 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1068632.750000 Penalty: 2952.736816
	Iteration 21Q: 3 clusters Score -1068633 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1068654.125000 Penalty: 2952.736816
	Iteration 22Q: 3 clusters Score -1068654 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1068670.125000 Penalty: 2952.736816
	Iteration 23Q: 3 clusters Score -1068670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1068691.250000 Penalty: 2952.736816
	Iteration 24Q: 3 clusters Score -1068691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1068712.000000 Penalty: 2952.736816
	Iteration 25Q: 3 clusters Score -1068712 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1068729.500000 Penalty: 2952.736816
	Iteration 26Q: 3 clusters Score -1068730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1068750.625000 Penalty: 2952.736816
	Iteration 27Q: 3 clusters Score -1068751 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1068768.375000 Penalty: 2952.736816
	Iteration 28Q: 3 clusters Score -1068768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1068784.875000 Penalty: 2952.736816
	Iteration 29Q: 3 clusters Score -1068785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1068793.125000 Penalty: 2952.736816
	Iteration 30Q: 3 clusters Score -1068793 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1068811.500000 Penalty: 2952.736816
	Iteration 31Q: 3 clusters Score -1068812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1068820.250000 Penalty: 2952.736816
	Iteration 32Q: 3 clusters Score -1068820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1068829.000000 Penalty: 2952.736816
	Iteration 33Q: 3 clusters Score -1068829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1068837.375000 Penalty: 2952.736816
	Iteration 34Q: 3 clusters Score -1068837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1068842.875000 Penalty: 2952.736816
	Iteration 35Q: 3 clusters Score -1068843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1068849.875000 Penalty: 2952.736816
	Iteration 36Q: 3 clusters Score -1068850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1068852.375000 Penalty: 2952.736816
	Iteration 37Q: 3 clusters Score -1068852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1068857.875000 Penalty: 2952.736816
	Iteration 38Q: 3 clusters Score -1068858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1068858.000000 Penalty: 2952.736816
	Iteration 39Q: 3 clusters Score -1068858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1068861.250000 Penalty: 2952.736816
	Iteration 40F: 3 clusters Score -1068861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1068863.750000 Penalty: 2952.736816
	Iteration 41Q: 3 clusters Score -1068864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1068865.625000 Penalty: 2952.736816
	Iteration 42Q: 3 clusters Score -1068866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1068869.250000 Penalty: 2952.736816
	Iteration 43Q: 3 clusters Score -1068869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1068868.750000 Penalty: 2952.736816
	Iteration 44Q: 3 clusters Score -1068869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1068872.375000 Penalty: 2952.736816
	Iteration 45Q: 3 clusters Score -1068872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1068872.750000 Penalty: 2952.736816
	Iteration 46Q: 3 clusters Score -1068873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1068873.875000 Penalty: 2952.736816
	Iteration 47Q: 3 clusters Score -1068874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1068874.875000 Penalty: 2952.736816
	Iteration 48Q: 3 clusters Score -1068875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1068874.750000 Penalty: 2952.736816
	Iteration 49Q: 3 clusters Score -1068875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1068873.625000 Penalty: 2952.736816
	Iteration 50Q: 3 clusters Score -1068874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1068875.500000 Penalty: 2952.736816
	Iteration 51Q: 3 clusters Score -1068876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1068875.500000 Penalty: 2952.736816
	Iteration 52F: 3 clusters Score -1068876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -415955.406250 Penalty: 1320.222656
	Iteration 0F: 2 clusters Score -415955.4 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 1699 members 
Entering Unmasked Estep 
Score: -412999.156250 Penalty: 2640.445312
	Iteration 0F: 3 clusters Score -412999.2 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -413753.437500 Penalty: 2640.445312
	Iteration 1F: 3 clusters Score -413753.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -413919.437500 Penalty: 2640.445312
	Iteration 2F: 3 clusters Score -413919.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -414065.562500 Penalty: 2640.445312
	Iteration 3F: 3 clusters Score -414065.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -414179.781250 Penalty: 2640.445312
	Iteration 4Q: 3 clusters Score -414179.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -414279.437500 Penalty: 2640.445312
	Iteration 5Q: 3 clusters Score -414279.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -414356.156250 Penalty: 2640.445312
	Iteration 6Q: 3 clusters Score -414356.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -414415.156250 Penalty: 2640.445312
	Iteration 7Q: 3 clusters Score -414415.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -414467.718750 Penalty: 2640.445312
	Iteration 8Q: 3 clusters Score -414467.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -414504.093750 Penalty: 2640.445312
	Iteration 9Q: 3 clusters Score -414504.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -414537.062500 Penalty: 2640.445312
	Iteration 10Q: 3 clusters Score -414537.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -414568.062500 Penalty: 2640.445312
	Iteration 11Q: 3 clusters Score -414568.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -414612.656250 Penalty: 2640.445312
	Iteration 12Q: 3 clusters Score -414612.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -414662.312500 Penalty: 2640.445312
	Iteration 13Q: 3 clusters Score -414662.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -414701.750000 Penalty: 2640.445312
	Iteration 14Q: 3 clusters Score -414701.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -414744.218750 Penalty: 2640.445312
	Iteration 15Q: 3 clusters Score -414744.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -414789.500000 Penalty: 2640.445312
	Iteration 16Q: 3 clusters Score -414789.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -414829.312500 Penalty: 2640.445312
	Iteration 17Q: 3 clusters Score -414829.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -414863.375000 Penalty: 2640.445312
	Iteration 18Q: 3 clusters Score -414863.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -414906.000000 Penalty: 2640.445312
	Iteration 19Q: 3 clusters Score -414906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -414948.718750 Penalty: 2640.445312
	Iteration 20F: 3 clusters Score -414948.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -414992.656250 Penalty: 2640.445312
	Iteration 21Q: 3 clusters Score -414992.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -415020.750000 Penalty: 2640.445312
	Iteration 22Q: 3 clusters Score -415020.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -415039.781250 Penalty: 2640.445312
	Iteration 23Q: 3 clusters Score -415039.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -415056.500000 Penalty: 2640.445312
	Iteration 24Q: 3 clusters Score -415056.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -415065.375000 Penalty: 2640.445312
	Iteration 25Q: 3 clusters Score -415065.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -415071.218750 Penalty: 2640.445312
	Iteration 26Q: 3 clusters Score -415071.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -415079.718750 Penalty: 2640.445312
	Iteration 27Q: 3 clusters Score -415079.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -415085.000000 Penalty: 2640.445312
	Iteration 28Q: 3 clusters Score -415085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -415094.250000 Penalty: 2640.445312
	Iteration 29Q: 3 clusters Score -415094.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -415107.843750 Penalty: 2640.445312
	Iteration 30Q: 3 clusters Score -415107.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -415121.156250 Penalty: 2640.445312
	Iteration 31Q: 3 clusters Score -415121.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -415134.125000 Penalty: 2640.445312
	Iteration 32Q: 3 clusters Score -415134.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -415145.531250 Penalty: 2640.445312
	Iteration 33Q: 3 clusters Score -415145.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -415154.656250 Penalty: 2640.445312
	Iteration 34Q: 3 clusters Score -415154.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -415158.250000 Penalty: 2640.445312
	Iteration 35Q: 3 clusters Score -415158.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -415161.375000 Penalty: 2640.445312
	Iteration 36Q: 3 clusters Score -415161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -415163.250000 Penalty: 2640.445312
	Iteration 37Q: 3 clusters Score -415163.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -415163.531250 Penalty: 2640.445312
	Iteration 38Q: 3 clusters Score -415163.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -415166.093750 Penalty: 2640.445312
	Iteration 39Q: 3 clusters Score -415166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -415168.156250 Penalty: 2640.445312
	Iteration 40F: 3 clusters Score -415168.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -415171.187500 Penalty: 2640.445312
	Iteration 41Q: 3 clusters Score -415171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -415171.968750 Penalty: 2640.445312
	Iteration 42Q: 3 clusters Score -415172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -415173.656250 Penalty: 2640.445312
	Iteration 43Q: 3 clusters Score -415173.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -415175.093750 Penalty: 2640.445312
	Iteration 44Q: 3 clusters Score -415175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -415175.906250 Penalty: 2640.445312
	Iteration 45Q: 3 clusters Score -415175.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -415176.812500 Penalty: 2640.445312
	Iteration 46Q: 3 clusters Score -415176.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -415178.187500 Penalty: 2640.445312
	Iteration 47Q: 3 clusters Score -415178.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -415178.250000 Penalty: 2640.445312
	Iteration 48Q: 3 clusters Score -415178.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -415179.093750 Penalty: 2640.445312
	Iteration 49Q: 3 clusters Score -415179.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -415179.500000 Penalty: 2640.445312
	Iteration 50Q: 3 clusters Score -415179.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -415179.500000 Penalty: 2640.445312
	Iteration 51F: 3 clusters Score -415179.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Entering Unmasked Estep 
Score: -1048666.125000 Penalty: 1468.907959
	Iteration 0F: 2 clusters Score -1048666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1042495.375000 Penalty: 2937.815918
	Iteration 0F: 3 clusters Score -1042495 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1044426.250000 Penalty: 2937.815918
	Iteration 1F: 3 clusters Score -1044426 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1044660.375000 Penalty: 2937.815918
	Iteration 2F: 3 clusters Score -1044660 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1044848.687500 Penalty: 2937.815918
	Iteration 3Q: 3 clusters Score -1044849 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1045048.125000 Penalty: 2937.815918
	Iteration 4Q: 3 clusters Score -1045048 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1045233.875000 Penalty: 2937.815918
	Iteration 5Q: 3 clusters Score -1045234 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1045433.875000 Penalty: 2937.815918
	Iteration 6Q: 3 clusters Score -1045434 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1045593.000000 Penalty: 2937.815918
	Iteration 7Q: 3 clusters Score -1045593 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1045734.687500 Penalty: 2937.815918
	Iteration 8Q: 3 clusters Score -1045735 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1045868.562500 Penalty: 2937.815918
	Iteration 9Q: 3 clusters Score -1045869 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1045990.750000 Penalty: 2937.815918
	Iteration 10Q: 3 clusters Score -1045991 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1046103.062500 Penalty: 2937.815918
	Iteration 11Q: 3 clusters Score -1046103 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1046217.687500 Penalty: 2937.815918
	Iteration 12Q: 3 clusters Score -1046218 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1046327.250000 Penalty: 2937.815918
	Iteration 13Q: 3 clusters Score -1046327 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1046434.937500 Penalty: 2937.815918
	Iteration 14Q: 3 clusters Score -1046435 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1046538.937500 Penalty: 2937.815918
	Iteration 15Q: 3 clusters Score -1046539 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1046640.250000 Penalty: 2937.815918
	Iteration 16Q: 3 clusters Score -1046640 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1046729.625000 Penalty: 2937.815918
	Iteration 17Q: 3 clusters Score -1046730 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1046805.375000 Penalty: 2937.815918
	Iteration 18Q: 3 clusters Score -1046805 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1046866.000000 Penalty: 2937.815918
	Iteration 19Q: 3 clusters Score -1046866 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1046913.062500 Penalty: 2937.815918
	Iteration 20F: 3 clusters Score -1046913 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1046964.687500 Penalty: 2937.815918
	Iteration 21Q: 3 clusters Score -1046965 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1047014.625000 Penalty: 2937.815918
	Iteration 22Q: 3 clusters Score -1047015 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1047058.562500 Penalty: 2937.815918
	Iteration 23Q: 3 clusters Score -1047059 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1047093.937500 Penalty: 2937.815918
	Iteration 24Q: 3 clusters Score -1047094 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1047127.312500 Penalty: 2937.815918
	Iteration 25Q: 3 clusters Score -1047127 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1047154.750000 Penalty: 2937.815918
	Iteration 26Q: 3 clusters Score -1047155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1047173.125000 Penalty: 2937.815918
	Iteration 27Q: 3 clusters Score -1047173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1047187.125000 Penalty: 2937.815918
	Iteration 28Q: 3 clusters Score -1047187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1047201.875000 Penalty: 2937.815918
	Iteration 29Q: 3 clusters Score -1047202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1047208.250000 Penalty: 2937.815918
	Iteration 30Q: 3 clusters Score -1047208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1047219.187500 Penalty: 2937.815918
	Iteration 31Q: 3 clusters Score -1047219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1047223.875000 Penalty: 2937.815918
	Iteration 32Q: 3 clusters Score -1047224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1047232.875000 Penalty: 2937.815918
	Iteration 33Q: 3 clusters Score -1047233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1047235.437500 Penalty: 2937.815918
	Iteration 34Q: 3 clusters Score -1047235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1047244.875000 Penalty: 2937.815918
	Iteration 35Q: 3 clusters Score -1047245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1047250.687500 Penalty: 2937.815918
	Iteration 36Q: 3 clusters Score -1047251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1047259.562500 Penalty: 2937.815918
	Iteration 37Q: 3 clusters Score -1047260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1047264.000000 Penalty: 2937.815918
	Iteration 38Q: 3 clusters Score -1047264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1047269.187500 Penalty: 2937.815918
	Iteration 39Q: 3 clusters Score -1047269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1047276.875000 Penalty: 2937.815918
	Iteration 40F: 3 clusters Score -1047277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1047279.250000 Penalty: 2937.815918
	Iteration 41Q: 3 clusters Score -1047279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1047283.312500 Penalty: 2937.815918
	Iteration 42Q: 3 clusters Score -1047283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1047292.687500 Penalty: 2937.815918
	Iteration 43Q: 3 clusters Score -1047293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1047297.625000 Penalty: 2937.815918
	Iteration 44Q: 3 clusters Score -1047298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1047298.687500 Penalty: 2937.815918
	Iteration 45Q: 3 clusters Score -1047299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1047302.000000 Penalty: 2937.815918
	Iteration 46Q: 3 clusters Score -1047302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1047305.500000 Penalty: 2937.815918
	Iteration 47Q: 3 clusters Score -1047306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1047311.875000 Penalty: 2937.815918
	Iteration 48Q: 3 clusters Score -1047312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1047315.000000 Penalty: 2937.815918
	Iteration 49Q: 3 clusters Score -1047315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1047315.687500 Penalty: 2937.815918
	Iteration 50Q: 3 clusters Score -1047316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1047316.250000 Penalty: 2937.815918
	Iteration 51Q: 3 clusters Score -1047316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1047315.375000 Penalty: 2937.815918
	Iteration 52Q: 3 clusters Score -1047315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1047318.750000 Penalty: 2937.815918
	Iteration 53Q: 3 clusters Score -1047319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1047320.812500 Penalty: 2937.815918
	Iteration 54Q: 3 clusters Score -1047321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1047321.312500 Penalty: 2937.815918
	Iteration 55Q: 3 clusters Score -1047321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1047321.500000 Penalty: 2937.815918
	Iteration 56Q: 3 clusters Score -1047322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1047321.500000 Penalty: 2937.815918
	Iteration 57F: 3 clusters Score -1047322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Entering Unmasked Estep 
Score: -364904.218750 Penalty: 1300.328979
	Iteration 0F: 2 clusters Score -364904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -362181.843750 Penalty: 2600.657959
	Iteration 0F: 3 clusters Score -362181.8 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -362906.343750 Penalty: 2600.657959
	Iteration 1F: 3 clusters Score -362906.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -363070.750000 Penalty: 2600.657959
	Iteration 2F: 3 clusters Score -363070.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -363185.625000 Penalty: 2600.657959
	Iteration 3F: 3 clusters Score -363185.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -363271.750000 Penalty: 2600.657959
	Iteration 4Q: 3 clusters Score -363271.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -363335.000000 Penalty: 2600.657959
	Iteration 5Q: 3 clusters Score -363335 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -363385.375000 Penalty: 2600.657959
	Iteration 6Q: 3 clusters Score -363385.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -363417.375000 Penalty: 2600.657959
	Iteration 7Q: 3 clusters Score -363417.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -363441.562500 Penalty: 2600.657959
	Iteration 8Q: 3 clusters Score -363441.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -363459.062500 Penalty: 2600.657959
	Iteration 9Q: 3 clusters Score -363459.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -363477.500000 Penalty: 2600.657959
	Iteration 10Q: 3 clusters Score -363477.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -363496.781250 Penalty: 2600.657959
	Iteration 11Q: 3 clusters Score -363496.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -363510.125000 Penalty: 2600.657959
	Iteration 12Q: 3 clusters Score -363510.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -363525.968750 Penalty: 2600.657959
	Iteration 13Q: 3 clusters Score -363526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -363542.812500 Penalty: 2600.657959
	Iteration 14Q: 3 clusters Score -363542.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -363554.812500 Penalty: 2600.657959
	Iteration 15Q: 3 clusters Score -363554.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -363572.468750 Penalty: 2600.657959
	Iteration 16Q: 3 clusters Score -363572.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -363588.718750 Penalty: 2600.657959
	Iteration 17Q: 3 clusters Score -363588.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -363612.093750 Penalty: 2600.657959
	Iteration 18Q: 3 clusters Score -363612.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -363631.687500 Penalty: 2600.657959
	Iteration 19Q: 3 clusters Score -363631.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -363648.468750 Penalty: 2600.657959
	Iteration 20F: 3 clusters Score -363648.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -363664.968750 Penalty: 2600.657959
	Iteration 21Q: 3 clusters Score -363665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -363678.406250 Penalty: 2600.657959
	Iteration 22Q: 3 clusters Score -363678.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -363690.937500 Penalty: 2600.657959
	Iteration 23Q: 3 clusters Score -363690.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -363699.687500 Penalty: 2600.657959
	Iteration 24Q: 3 clusters Score -363699.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -363709.406250 Penalty: 2600.657959
	Iteration 25Q: 3 clusters Score -363709.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -363721.187500 Penalty: 2600.657959
	Iteration 26Q: 3 clusters Score -363721.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -363732.062500 Penalty: 2600.657959
	Iteration 27Q: 3 clusters Score -363732.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -363743.781250 Penalty: 2600.657959
	Iteration 28Q: 3 clusters Score -363743.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -363751.968750 Penalty: 2600.657959
	Iteration 29Q: 3 clusters Score -363752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -363756.000000 Penalty: 2600.657959
	Iteration 30Q: 3 clusters Score -363756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -363761.312500 Penalty: 2600.657959
	Iteration 31Q: 3 clusters Score -363761.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -363768.312500 Penalty: 2600.657959
	Iteration 32Q: 3 clusters Score -363768.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -363774.718750 Penalty: 2600.657959
	Iteration 33Q: 3 clusters Score -363774.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -363779.531250 Penalty: 2600.657959
	Iteration 34Q: 3 clusters Score -363779.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -363784.187500 Penalty: 2600.657959
	Iteration 35Q: 3 clusters Score -363784.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -363790.750000 Penalty: 2600.657959
	Iteration 36Q: 3 clusters Score -363790.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -363795.718750 Penalty: 2600.657959
	Iteration 37Q: 3 clusters Score -363795.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -363799.625000 Penalty: 2600.657959
	Iteration 38Q: 3 clusters Score -363799.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -363804.531250 Penalty: 2600.657959
	Iteration 39Q: 3 clusters Score -363804.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -363807.468750 Penalty: 2600.657959
	Iteration 40F: 3 clusters Score -363807.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -363809.843750 Penalty: 2600.657959
	Iteration 41Q: 3 clusters Score -363809.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -363810.968750 Penalty: 2600.657959
	Iteration 42Q: 3 clusters Score -363811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -363811.812500 Penalty: 2600.657959
	Iteration 43Q: 3 clusters Score -363811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -363812.156250 Penalty: 2600.657959
	Iteration 44Q: 3 clusters Score -363812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -363813.968750 Penalty: 2600.657959
	Iteration 45Q: 3 clusters Score -363814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -363815.156250 Penalty: 2600.657959
	Iteration 46Q: 3 clusters Score -363815.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -363816.656250 Penalty: 2600.657959
	Iteration 47Q: 3 clusters Score -363816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -363816.562500 Penalty: 2600.657959
	Iteration 48Q: 3 clusters Score -363816.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -363816.562500 Penalty: 2600.657959
	Iteration 49F: 3 clusters Score -363816.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Entering Unmasked Estep 
Score: -197872.968750 Penalty: 1198.377197
	Iteration 0F: 2 clusters Score -197873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -196020.390625 Penalty: 2396.754395
	Iteration 0F: 3 clusters Score -196020.4 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -196380.296875 Penalty: 2396.754395
	Iteration 1F: 3 clusters Score -196380.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -196460.531250 Penalty: 2396.754395
	Iteration 2F: 3 clusters Score -196460.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -196513.875000 Penalty: 2396.754395
	Iteration 3Q: 3 clusters Score -196513.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -196565.968750 Penalty: 2396.754395
	Iteration 4Q: 3 clusters Score -196566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -196604.281250 Penalty: 2396.754395
	Iteration 5Q: 3 clusters Score -196604.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -196632.640625 Penalty: 2396.754395
	Iteration 6Q: 3 clusters Score -196632.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -196670.765625 Penalty: 2396.754395
	Iteration 7Q: 3 clusters Score -196670.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -196738.859375 Penalty: 2396.754395
	Iteration 8Q: 3 clusters Score -196738.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -196856.484375 Penalty: 2396.754395
	Iteration 9Q: 3 clusters Score -196856.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -196933.859375 Penalty: 2396.754395
	Iteration 10Q: 3 clusters Score -196933.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -197018.281250 Penalty: 2396.754395
	Iteration 11Q: 3 clusters Score -197018.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -197082.531250 Penalty: 2396.754395
	Iteration 12Q: 3 clusters Score -197082.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -197124.078125 Penalty: 2396.754395
	Iteration 13Q: 3 clusters Score -197124.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -197163.468750 Penalty: 2396.754395
	Iteration 14Q: 3 clusters Score -197163.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -197191.140625 Penalty: 2396.754395
	Iteration 15Q: 3 clusters Score -197191.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -197214.218750 Penalty: 2396.754395
	Iteration 16Q: 3 clusters Score -197214.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -197230.953125 Penalty: 2396.754395
	Iteration 17Q: 3 clusters Score -197231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -197243.328125 Penalty: 2396.754395
	Iteration 18Q: 3 clusters Score -197243.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -197249.484375 Penalty: 2396.754395
	Iteration 19Q: 3 clusters Score -197249.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -197257.062500 Penalty: 2396.754395
	Iteration 20F: 3 clusters Score -197257.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -197263.656250 Penalty: 2396.754395
	Iteration 21Q: 3 clusters Score -197263.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -197269.296875 Penalty: 2396.754395
	Iteration 22Q: 3 clusters Score -197269.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -197272.265625 Penalty: 2396.754395
	Iteration 23Q: 3 clusters Score -197272.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -197275.656250 Penalty: 2396.754395
	Iteration 24Q: 3 clusters Score -197275.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -197276.953125 Penalty: 2396.754395
	Iteration 25Q: 3 clusters Score -197277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -197277.890625 Penalty: 2396.754395
	Iteration 26Q: 3 clusters Score -197277.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -197279.343750 Penalty: 2396.754395
	Iteration 27Q: 3 clusters Score -197279.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -197280.140625 Penalty: 2396.754395
	Iteration 28Q: 3 clusters Score -197280.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -197281.953125 Penalty: 2396.754395
	Iteration 29Q: 3 clusters Score -197282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -197285.656250 Penalty: 2396.754395
	Iteration 30Q: 3 clusters Score -197285.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -197287.718750 Penalty: 2396.754395
	Iteration 31Q: 3 clusters Score -197287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -197288.921875 Penalty: 2396.754395
	Iteration 32Q: 3 clusters Score -197288.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -197289.640625 Penalty: 2396.754395
	Iteration 33Q: 3 clusters Score -197289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -197292.218750 Penalty: 2396.754395
	Iteration 34Q: 3 clusters Score -197292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -197293.906250 Penalty: 2396.754395
	Iteration 35Q: 3 clusters Score -197293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -197298.453125 Penalty: 2396.754395
	Iteration 36Q: 3 clusters Score -197298.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -197301.062500 Penalty: 2396.754395
	Iteration 37Q: 3 clusters Score -197301.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -197302.296875 Penalty: 2396.754395
	Iteration 38Q: 3 clusters Score -197302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -197303.890625 Penalty: 2396.754395
	Iteration 39Q: 3 clusters Score -197303.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -197303.890625 Penalty: 2396.754395
	Iteration 40F: 3 clusters Score -197303.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Entering Unmasked Estep 
Score: -3500867.250000 Penalty: 1664.642212
	Iteration 0F: 2 clusters Score -3500867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3481883.750000 Penalty: 3329.284424
	Iteration 0F: 3 clusters Score -3481884 nChanged 13036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3489123.750000 Penalty: 3329.284424
	Iteration 1F: 3 clusters Score -3489124 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -3489621.000000 Penalty: 3329.284424
	Iteration 2Q: 3 clusters Score -3489621 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3490233.250000 Penalty: 3329.284424
	Iteration 3F: 3 clusters Score -3490233 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -3491149.500000 Penalty: 3329.284424
	Iteration 4F: 3 clusters Score -3491150 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3492308.750000 Penalty: 3329.284424
	Iteration 5F: 3 clusters Score -3492309 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3493671.750000 Penalty: 3329.284424
	Iteration 6F: 3 clusters Score -3493672 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3495142.750000 Penalty: 3329.284424
	Iteration 7F: 3 clusters Score -3495143 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -3496534.250000 Penalty: 3329.284424
	Iteration 8F: 3 clusters Score -3496534 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -3497617.250000 Penalty: 3329.284424
	Iteration 9Q: 3 clusters Score -3497617 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3498291.000000 Penalty: 3329.284424
	Iteration 10Q: 3 clusters Score -3498291 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3498702.250000 Penalty: 3329.284424
	Iteration 11Q: 3 clusters Score -3498702 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3498945.250000 Penalty: 3329.284424
	Iteration 12Q: 3 clusters Score -3498945 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3499109.250000 Penalty: 3329.284424
	Iteration 13Q: 3 clusters Score -3499109 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3499223.250000 Penalty: 3329.284424
	Iteration 14Q: 3 clusters Score -3499223 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3499323.750000 Penalty: 3329.284424
	Iteration 15Q: 3 clusters Score -3499324 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3499402.000000 Penalty: 3329.284424
	Iteration 16Q: 3 clusters Score -3499402 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3499459.000000 Penalty: 3329.284424
	Iteration 17Q: 3 clusters Score -3499459 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3499496.500000 Penalty: 3329.284424
	Iteration 18Q: 3 clusters Score -3499496 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3499539.250000 Penalty: 3329.284424
	Iteration 19Q: 3 clusters Score -3499539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3499572.500000 Penalty: 3329.284424
	Iteration 20F: 3 clusters Score -3499572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3499592.750000 Penalty: 3329.284424
	Iteration 21Q: 3 clusters Score -3499593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3499601.250000 Penalty: 3329.284424
	Iteration 22Q: 3 clusters Score -3499601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3499618.000000 Penalty: 3329.284424
	Iteration 23Q: 3 clusters Score -3499618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3499628.000000 Penalty: 3329.284424
	Iteration 24Q: 3 clusters Score -3499628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3499625.000000 Penalty: 3329.284424
	Iteration 25Q: 3 clusters Score -3499625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3499635.750000 Penalty: 3329.284424
	Iteration 26Q: 3 clusters Score -3499636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -3499636.500000 Penalty: 3329.284424
	Iteration 27Q: 3 clusters Score -3499636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3499640.750000 Penalty: 3329.284424
	Iteration 28Q: 3 clusters Score -3499641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3499647.250000 Penalty: 3329.284424
	Iteration 29Q: 3 clusters Score -3499647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3499651.500000 Penalty: 3329.284424
	Iteration 30Q: 3 clusters Score -3499652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3499651.500000 Penalty: 3329.284424
	Iteration 31F: 3 clusters Score -3499652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -67452.421875 Penalty: 1032.018921
	Iteration 0F: 2 clusters Score -67452.42 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 316 members 
Entering Unmasked Estep 
Score: -66304.468750 Penalty: 2064.037842
	Iteration 0F: 3 clusters Score -66304.47 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66436.695312 Penalty: 2064.037842
	Iteration 1F: 3 clusters Score -66436.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -66483.273438 Penalty: 2064.037842
	Iteration 2F: 3 clusters Score -66483.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66523.890625 Penalty: 2064.037842
	Iteration 3Q: 3 clusters Score -66523.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66556.945312 Penalty: 2064.037842
	Iteration 4Q: 3 clusters Score -66556.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66578.492188 Penalty: 2064.037842
	Iteration 5Q: 3 clusters Score -66578.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66589.773438 Penalty: 2064.037842
	Iteration 6Q: 3 clusters Score -66589.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66592.015625 Penalty: 2064.037842
	Iteration 7Q: 3 clusters Score -66592.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66592.015625 Penalty: 2064.037842
	Iteration 8F: 3 clusters Score -66592.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -115873.476562 Penalty: 1116.214844
	Iteration 0F: 2 clusters Score -115873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -114511.031250 Penalty: 2232.429688
	Iteration 0F: 3 clusters Score -114511 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -114777.164062 Penalty: 2232.429688
	Iteration 1F: 3 clusters Score -114777.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -114850.359375 Penalty: 2232.429688
	Iteration 2F: 3 clusters Score -114850.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -114884.890625 Penalty: 2232.429688
	Iteration 3Q: 3 clusters Score -114884.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -114910.484375 Penalty: 2232.429688
	Iteration 4Q: 3 clusters Score -114910.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -114926.523438 Penalty: 2232.429688
	Iteration 5Q: 3 clusters Score -114926.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -114940.937500 Penalty: 2232.429688
	Iteration 6Q: 3 clusters Score -114940.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -114957.921875 Penalty: 2232.429688
	Iteration 7Q: 3 clusters Score -114957.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -114968.562500 Penalty: 2232.429688
	Iteration 8Q: 3 clusters Score -114968.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -114976.101562 Penalty: 2232.429688
	Iteration 9Q: 3 clusters Score -114976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -114981.679688 Penalty: 2232.429688
	Iteration 10Q: 3 clusters Score -114981.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -114985.648438 Penalty: 2232.429688
	Iteration 11Q: 3 clusters Score -114985.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -114989.851562 Penalty: 2232.429688
	Iteration 12Q: 3 clusters Score -114989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -114992.976562 Penalty: 2232.429688
	Iteration 13Q: 3 clusters Score -114993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -114994.835938 Penalty: 2232.429688
	Iteration 14Q: 3 clusters Score -114994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -114994.835938 Penalty: 2232.429688
	Iteration 15F: 3 clusters Score -114994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71868 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46134 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4422 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13151 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246932.000000 Penalty: 69198.960938
Iteration 199Q: 34 clusters Score -4.824693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71868 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46138 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4418 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13151 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246932.000000 Penalty: 69198.960938
Iteration 200F: 34 clusters Score -4.824693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71866 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46144 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4414 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13151 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246956.000000 Penalty: 69198.960938
Iteration 201Q: 34 clusters Score -4.824696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71865 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46148 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4411 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13151 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246956.000000 Penalty: 69198.960938
Iteration 202Q: 34 clusters Score -4.824696e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71865 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46149 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13151 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246956.000000 Penalty: 69198.960938
Iteration 203Q: 34 clusters Score -4.824696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71865 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46148 members 
Mstep: Class 10 contains 33514 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13151 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246944.000000 Penalty: 69198.960938
Iteration 204Q: 34 clusters Score -4.824694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71865 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5971 members 
Mstep: Class 9 contains 46149 members 
Mstep: Class 10 contains 33513 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13151 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246944.000000 Penalty: 69198.960938
Iteration 205Q: 34 clusters Score -4.824694e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71865 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5970 members 
Mstep: Class 9 contains 46149 members 
Mstep: Class 10 contains 33514 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13151 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246944.000000 Penalty: 69198.960938
Iteration 206Q: 34 clusters Score -4.824694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 71865 members 
Mstep: Class 3 contains 58800 members 
Mstep: Class 4 contains 6354 members 
Mstep: Class 5 contains 5515 members 
Mstep: Class 6 contains 10523 members 
Mstep: Class 7 contains 3022 members 
Mstep: Class 8 contains 5970 members 
Mstep: Class 9 contains 46149 members 
Mstep: Class 10 contains 33514 members 
Mstep: Class 11 contains 1958 members 
Mstep: Class 12 contains 2044 members 
Mstep: Class 13 contains 6144 members 
Mstep: Class 14 contains 18169 members 
Mstep: Class 15 contains 2450 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 12140 members 
Mstep: Class 19 contains 13949 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 2977 members 
Mstep: Class 23 contains 3171 members 
Mstep: Class 24 contains 4186 members 
Mstep: Class 25 contains 13151 members 
Mstep: Class 26 contains 8825 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 8429 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1595 members 
Mstep: Class 31 contains 28112 members 
Mstep: Class 32 contains 573 members 
Mstep: Class 33 contains 962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246944.000000 Penalty: 69198.960938
Iteration 207F: 34 clusters Score -4.824694e+07 nChanged 0
Entering ConstructFrom: 
Score: -48246944.000000 Penalty: 69198.960938
Entering ConstructFrom: 
Trying to split cluster 1 (2183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Entering Unmasked Estep 
Score: -234087.593750 Penalty: 1249.374023
	Iteration 0F: 2 clusters Score -234087.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -231962.531250 Penalty: 2498.748047
	Iteration 0F: 3 clusters Score -231962.5 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -232741.125000 Penalty: 2498.748047
	Iteration 1F: 3 clusters Score -232741.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -233046.765625 Penalty: 2498.748047
	Iteration 2F: 3 clusters Score -233046.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -233271.203125 Penalty: 2498.748047
	Iteration 3F: 3 clusters Score -233271.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -233407.562500 Penalty: 2498.748047
	Iteration 4F: 3 clusters Score -233407.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -233490.734375 Penalty: 2498.748047
	Iteration 5Q: 3 clusters Score -233490.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -233542.468750 Penalty: 2498.748047
	Iteration 6Q: 3 clusters Score -233542.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -233583.921875 Penalty: 2498.748047
	Iteration 7Q: 3 clusters Score -233583.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -233619.203125 Penalty: 2498.748047
	Iteration 8Q: 3 clusters Score -233619.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -233648.687500 Penalty: 2498.748047
	Iteration 9Q: 3 clusters Score -233648.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -233676.875000 Penalty: 2498.748047
	Iteration 10Q: 3 clusters Score -233676.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -233699.859375 Penalty: 2498.748047
	Iteration 11Q: 3 clusters Score -233699.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -233719.250000 Penalty: 2498.748047
	Iteration 12Q: 3 clusters Score -233719.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -233732.421875 Penalty: 2498.748047
	Iteration 13Q: 3 clusters Score -233732.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -233743.484375 Penalty: 2498.748047
	Iteration 14Q: 3 clusters Score -233743.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -233752.890625 Penalty: 2498.748047
	Iteration 15Q: 3 clusters Score -233752.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -233762.765625 Penalty: 2498.748047
	Iteration 16Q: 3 clusters Score -233762.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -233773.546875 Penalty: 2498.748047
	Iteration 17Q: 3 clusters Score -233773.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -233781.359375 Penalty: 2498.748047
	Iteration 18Q: 3 clusters Score -233781.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -233786.625000 Penalty: 2498.748047
	Iteration 19Q: 3 clusters Score -233786.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -233788.625000 Penalty: 2498.748047
	Iteration 20F: 3 clusters Score -233788.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -233800.328125 Penalty: 2498.748047
	Iteration 21Q: 3 clusters Score -233800.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -233804.218750 Penalty: 2498.748047
	Iteration 22Q: 3 clusters Score -233804.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -233808.546875 Penalty: 2498.748047
	Iteration 23Q: 3 clusters Score -233808.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -233813.203125 Penalty: 2498.748047
	Iteration 24Q: 3 clusters Score -233813.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -233818.078125 Penalty: 2498.748047
	Iteration 25Q: 3 clusters Score -233818.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -233822.843750 Penalty: 2498.748047
	Iteration 26Q: 3 clusters Score -233822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -233828.937500 Penalty: 2498.748047
	Iteration 27Q: 3 clusters Score -233828.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -233830.796875 Penalty: 2498.748047
	Iteration 28Q: 3 clusters Score -233830.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -233831.609375 Penalty: 2498.748047
	Iteration 29Q: 3 clusters Score -233831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -233832.250000 Penalty: 2498.748047
	Iteration 30Q: 3 clusters Score -233832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -233832.250000 Penalty: 2498.748047
	Iteration 31F: 3 clusters Score -233832.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (71865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Entering Unmasked Estep 
Score: -8891267.000000 Penalty: 1817.163574
	Iteration 0F: 2 clusters Score -8891267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -8843529.000000 Penalty: 3634.327148
	Iteration 0F: 3 clusters Score -8843529 nChanged 34052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -8862772.000000 Penalty: 3634.327148
	Iteration 1F: 3 clusters Score -8862772 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38095 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -8863269.000000 Penalty: 3634.327148
	Iteration 2Q: 3 clusters Score -8863269 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -8863878.000000 Penalty: 3634.327148
	Iteration 3Q: 3 clusters Score -8863878 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -8864660.000000 Penalty: 3634.327148
	Iteration 4Q: 3 clusters Score -8864660 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -8865865.000000 Penalty: 3634.327148
	Iteration 5Q: 3 clusters Score -8865865 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -8867910.000000 Penalty: 3634.327148
	Iteration 6F: 3 clusters Score -8867910 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51309 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -8871129.000000 Penalty: 3634.327148
	Iteration 7F: 3 clusters Score -8871129 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56845 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -8875743.000000 Penalty: 3634.327148
	Iteration 8F: 3 clusters Score -8875743 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62490 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -8881036.000000 Penalty: 3634.327148
	Iteration 9F: 3 clusters Score -8881036 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66980 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -8885304.000000 Penalty: 3634.327148
	Iteration 10F: 3 clusters Score -8885304 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69619 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8887776.000000 Penalty: 3634.327148
	Iteration 11Q: 3 clusters Score -8887776 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8888853.000000 Penalty: 3634.327148
	Iteration 12Q: 3 clusters Score -8888853 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8889308.000000 Penalty: 3634.327148
	Iteration 13Q: 3 clusters Score -8889308 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71491 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8889485.000000 Penalty: 3634.327148
	Iteration 14Q: 3 clusters Score -8889485 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71552 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8889562.000000 Penalty: 3634.327148
	Iteration 15Q: 3 clusters Score -8889562 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71586 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8889612.000000 Penalty: 3634.327148
	Iteration 16Q: 3 clusters Score -8889612 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71604 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8889642.000000 Penalty: 3634.327148
	Iteration 17Q: 3 clusters Score -8889642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8889671.000000 Penalty: 3634.327148
	Iteration 18Q: 3 clusters Score -8889671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8889678.000000 Penalty: 3634.327148
	Iteration 19Q: 3 clusters Score -8889678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71625 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8889688.000000 Penalty: 3634.327148
	Iteration 20F: 3 clusters Score -8889688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71629 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8889686.000000 Penalty: 3634.327148
	Iteration 21Q: 3 clusters Score -8889686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71629 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8889693.000000 Penalty: 3634.327148
	Iteration 22Q: 3 clusters Score -8889693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71630 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8889692.000000 Penalty: 3634.327148
	Iteration 23Q: 3 clusters Score -8889692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8889692.000000 Penalty: 3634.327148
	Iteration 24Q: 3 clusters Score -8889692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8889692.000000 Penalty: 3634.327148
	Iteration 25F: 3 clusters Score -8889692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Entering Unmasked Estep 
Score: -7256316.500000 Penalty: 1784.558350
	Iteration 0F: 2 clusters Score -7256316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -7217680.500000 Penalty: 3569.116699
	Iteration 0F: 3 clusters Score -7217680 nChanged 27858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -7234128.500000 Penalty: 3569.116699
	Iteration 1F: 3 clusters Score -7234128 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -7235586.500000 Penalty: 3569.116699
	Iteration 2F: 3 clusters Score -7235586 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -7237964.500000 Penalty: 3569.116699
	Iteration 3F: 3 clusters Score -7237964 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -7241376.000000 Penalty: 3569.116699
	Iteration 4F: 3 clusters Score -7241376 nChanged 4905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -7245188.000000 Penalty: 3569.116699
	Iteration 5F: 3 clusters Score -7245188 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -7248503.500000 Penalty: 3569.116699
	Iteration 6F: 3 clusters Score -7248504 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53489 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -7250925.500000 Penalty: 3569.116699
	Iteration 7F: 3 clusters Score -7250926 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55635 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -7252659.000000 Penalty: 3569.116699
	Iteration 8Q: 3 clusters Score -7252659 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -7253855.500000 Penalty: 3569.116699
	Iteration 9Q: 3 clusters Score -7253856 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7254534.500000 Penalty: 3569.116699
	Iteration 10Q: 3 clusters Score -7254534 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58077 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7254988.500000 Penalty: 3569.116699
	Iteration 11Q: 3 clusters Score -7254988 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58192 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7255242.500000 Penalty: 3569.116699
	Iteration 12Q: 3 clusters Score -7255242 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58230 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7255414.500000 Penalty: 3569.116699
	Iteration 13Q: 3 clusters Score -7255414 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -7255547.500000 Penalty: 3569.116699
	Iteration 14Q: 3 clusters Score -7255548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -7255591.500000 Penalty: 3569.116699
	Iteration 15Q: 3 clusters Score -7255592 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7255605.000000 Penalty: 3569.116699
	Iteration 16Q: 3 clusters Score -7255605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58250 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -7255618.000000 Penalty: 3569.116699
	Iteration 17Q: 3 clusters Score -7255618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7255634.000000 Penalty: 3569.116699
	Iteration 18Q: 3 clusters Score -7255634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7255651.500000 Penalty: 3569.116699
	Iteration 19Q: 3 clusters Score -7255652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7255674.000000 Penalty: 3569.116699
	Iteration 20F: 3 clusters Score -7255674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7255673.500000 Penalty: 3569.116699
	Iteration 21Q: 3 clusters Score -7255674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7255675.000000 Penalty: 3569.116699
	Iteration 22Q: 3 clusters Score -7255675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7255677.500000 Penalty: 3569.116699
	Iteration 23Q: 3 clusters Score -7255678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7255685.000000 Penalty: 3569.116699
	Iteration 24Q: 3 clusters Score -7255685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58267 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -7255682.500000 Penalty: 3569.116699
	Iteration 25Q: 3 clusters Score -7255682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58269 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -7255687.500000 Penalty: 3569.116699
	Iteration 26Q: 3 clusters Score -7255688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7255685.500000 Penalty: 3569.116699
	Iteration 27Q: 3 clusters Score -7255686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7255683.500000 Penalty: 3569.116699
	Iteration 28Q: 3 clusters Score -7255684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -7255680.500000 Penalty: 3569.116699
	Iteration 29Q: 3 clusters Score -7255680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7255684.000000 Penalty: 3569.116699
	Iteration 30Q: 3 clusters Score -7255684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58274 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7255684.000000 Penalty: 3569.116699
	Iteration 31F: 3 clusters Score -7255684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Entering Unmasked Estep 
Score: -789656.312500 Penalty: 1422.986450
	Iteration 0F: 2 clusters Score -789656.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -784858.187500 Penalty: 2845.972900
	Iteration 0F: 3 clusters Score -784858.2 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -786275.812500 Penalty: 2845.972900
	Iteration 1F: 3 clusters Score -786275.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -786540.062500 Penalty: 2845.972900
	Iteration 2F: 3 clusters Score -786540.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -786778.062500 Penalty: 2845.972900
	Iteration 3F: 3 clusters Score -786778.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -786986.562500 Penalty: 2845.972900
	Iteration 4F: 3 clusters Score -786986.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -787185.250000 Penalty: 2845.972900
	Iteration 5F: 3 clusters Score -787185.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -787358.000000 Penalty: 2845.972900
	Iteration 6Q: 3 clusters Score -787358 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -787506.812500 Penalty: 2845.972900
	Iteration 7Q: 3 clusters Score -787506.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -787639.625000 Penalty: 2845.972900
	Iteration 8Q: 3 clusters Score -787639.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -787740.375000 Penalty: 2845.972900
	Iteration 9Q: 3 clusters Score -787740.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -787832.625000 Penalty: 2845.972900
	Iteration 10Q: 3 clusters Score -787832.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -787943.062500 Penalty: 2845.972900
	Iteration 11Q: 3 clusters Score -787943.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -788060.750000 Penalty: 2845.972900
	Iteration 12Q: 3 clusters Score -788060.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -788168.625000 Penalty: 2845.972900
	Iteration 13Q: 3 clusters Score -788168.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -788256.625000 Penalty: 2845.972900
	Iteration 14Q: 3 clusters Score -788256.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -788324.875000 Penalty: 2845.972900
	Iteration 15Q: 3 clusters Score -788324.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -788398.687500 Penalty: 2845.972900
	Iteration 16Q: 3 clusters Score -788398.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -788443.937500 Penalty: 2845.972900
	Iteration 17Q: 3 clusters Score -788443.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -788470.875000 Penalty: 2845.972900
	Iteration 18Q: 3 clusters Score -788470.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -788486.687500 Penalty: 2845.972900
	Iteration 19Q: 3 clusters Score -788486.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -788498.937500 Penalty: 2845.972900
	Iteration 20F: 3 clusters Score -788498.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -788507.375000 Penalty: 2845.972900
	Iteration 21Q: 3 clusters Score -788507.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -788515.812500 Penalty: 2845.972900
	Iteration 22Q: 3 clusters Score -788515.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -788528.125000 Penalty: 2845.972900
	Iteration 23Q: 3 clusters Score -788528.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -788531.437500 Penalty: 2845.972900
	Iteration 24Q: 3 clusters Score -788531.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -788537.062500 Penalty: 2845.972900
	Iteration 25Q: 3 clusters Score -788537.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -788540.187500 Penalty: 2845.972900
	Iteration 26Q: 3 clusters Score -788540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -788541.437500 Penalty: 2845.972900
	Iteration 27Q: 3 clusters Score -788541.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -788544.000000 Penalty: 2845.972900
	Iteration 28Q: 3 clusters Score -788544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -788547.687500 Penalty: 2845.972900
	Iteration 29Q: 3 clusters Score -788547.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -788548.500000 Penalty: 2845.972900
	Iteration 30Q: 3 clusters Score -788548.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -788549.875000 Penalty: 2845.972900
	Iteration 31Q: 3 clusters Score -788549.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -788554.312500 Penalty: 2845.972900
	Iteration 32Q: 3 clusters Score -788554.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -788554.312500 Penalty: 2845.972900
	Iteration 33F: 3 clusters Score -788554.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Entering Unmasked Estep 
Score: -682148.000000 Penalty: 1399.974365
	Iteration 0F: 2 clusters Score -682148 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 2830 members 
Entering Unmasked Estep 
Score: -677823.687500 Penalty: 2799.948730
	Iteration 0F: 3 clusters Score -677823.7 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -679038.687500 Penalty: 2799.948730
	Iteration 1F: 3 clusters Score -679038.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -679260.562500 Penalty: 2799.948730
	Iteration 2F: 3 clusters Score -679260.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -679451.500000 Penalty: 2799.948730
	Iteration 3F: 3 clusters Score -679451.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -679644.625000 Penalty: 2799.948730
	Iteration 4F: 3 clusters Score -679644.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -679875.062500 Penalty: 2799.948730
	Iteration 5F: 3 clusters Score -679875.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -680064.000000 Penalty: 2799.948730
	Iteration 6Q: 3 clusters Score -680064 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -680227.437500 Penalty: 2799.948730
	Iteration 7Q: 3 clusters Score -680227.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -680374.812500 Penalty: 2799.948730
	Iteration 8Q: 3 clusters Score -680374.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -680498.312500 Penalty: 2799.948730
	Iteration 9Q: 3 clusters Score -680498.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -680595.687500 Penalty: 2799.948730
	Iteration 10Q: 3 clusters Score -680595.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -680652.937500 Penalty: 2799.948730
	Iteration 11Q: 3 clusters Score -680652.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -680709.812500 Penalty: 2799.948730
	Iteration 12Q: 3 clusters Score -680709.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -680763.812500 Penalty: 2799.948730
	Iteration 13Q: 3 clusters Score -680763.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -680794.937500 Penalty: 2799.948730
	Iteration 14Q: 3 clusters Score -680794.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -680816.875000 Penalty: 2799.948730
	Iteration 15Q: 3 clusters Score -680816.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -680821.312500 Penalty: 2799.948730
	Iteration 16Q: 3 clusters Score -680821.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -680830.125000 Penalty: 2799.948730
	Iteration 17Q: 3 clusters Score -680830.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -680840.500000 Penalty: 2799.948730
	Iteration 18Q: 3 clusters Score -680840.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -680850.000000 Penalty: 2799.948730
	Iteration 19Q: 3 clusters Score -680850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -680858.875000 Penalty: 2799.948730
	Iteration 20F: 3 clusters Score -680858.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -680870.812500 Penalty: 2799.948730
	Iteration 21Q: 3 clusters Score -680870.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -680881.187500 Penalty: 2799.948730
	Iteration 22Q: 3 clusters Score -680881.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -680889.875000 Penalty: 2799.948730
	Iteration 23Q: 3 clusters Score -680889.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -680899.250000 Penalty: 2799.948730
	Iteration 24Q: 3 clusters Score -680899.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -680913.125000 Penalty: 2799.948730
	Iteration 25Q: 3 clusters Score -680913.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -680924.937500 Penalty: 2799.948730
	Iteration 26Q: 3 clusters Score -680924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -680930.125000 Penalty: 2799.948730
	Iteration 27Q: 3 clusters Score -680930.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -680932.187500 Penalty: 2799.948730
	Iteration 28Q: 3 clusters Score -680932.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -680932.187500 Penalty: 2799.948730
	Iteration 29F: 3 clusters Score -680932.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Entering Unmasked Estep 
Score: -1310665.250000 Penalty: 1504.964233
	Iteration 0F: 2 clusters Score -1310665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1303126.625000 Penalty: 3009.928467
	Iteration 0F: 3 clusters Score -1303127 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1305684.500000 Penalty: 3009.928467
	Iteration 1F: 3 clusters Score -1305684 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1306069.375000 Penalty: 3009.928467
	Iteration 2F: 3 clusters Score -1306069 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1306494.500000 Penalty: 3009.928467
	Iteration 3F: 3 clusters Score -1306494 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1307055.000000 Penalty: 3009.928467
	Iteration 4F: 3 clusters Score -1307055 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1307636.375000 Penalty: 3009.928467
	Iteration 5F: 3 clusters Score -1307636 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1308167.000000 Penalty: 3009.928467
	Iteration 6F: 3 clusters Score -1308167 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1308578.000000 Penalty: 3009.928467
	Iteration 7F: 3 clusters Score -1308578 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1308844.625000 Penalty: 3009.928467
	Iteration 8Q: 3 clusters Score -1308845 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1309021.875000 Penalty: 3009.928467
	Iteration 9Q: 3 clusters Score -1309022 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1309140.500000 Penalty: 3009.928467
	Iteration 10Q: 3 clusters Score -1309140 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1309217.250000 Penalty: 3009.928467
	Iteration 11Q: 3 clusters Score -1309217 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1309276.625000 Penalty: 3009.928467
	Iteration 12Q: 3 clusters Score -1309277 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1309320.500000 Penalty: 3009.928467
	Iteration 13Q: 3 clusters Score -1309320 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1309357.375000 Penalty: 3009.928467
	Iteration 14Q: 3 clusters Score -1309357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1309374.375000 Penalty: 3009.928467
	Iteration 15Q: 3 clusters Score -1309374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1309379.750000 Penalty: 3009.928467
	Iteration 16Q: 3 clusters Score -1309380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1309397.250000 Penalty: 3009.928467
	Iteration 17Q: 3 clusters Score -1309397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1309403.125000 Penalty: 3009.928467
	Iteration 18Q: 3 clusters Score -1309403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1309409.875000 Penalty: 3009.928467
	Iteration 19Q: 3 clusters Score -1309410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1309413.750000 Penalty: 3009.928467
	Iteration 20F: 3 clusters Score -1309414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1309415.875000 Penalty: 3009.928467
	Iteration 21Q: 3 clusters Score -1309416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1309417.875000 Penalty: 3009.928467
	Iteration 22Q: 3 clusters Score -1309418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1309419.250000 Penalty: 3009.928467
	Iteration 23Q: 3 clusters Score -1309419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1309424.250000 Penalty: 3009.928467
	Iteration 24Q: 3 clusters Score -1309424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1309426.500000 Penalty: 3009.928467
	Iteration 25Q: 3 clusters Score -1309426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1309430.875000 Penalty: 3009.928467
	Iteration 26Q: 3 clusters Score -1309431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1309429.750000 Penalty: 3009.928467
	Iteration 27Q: 3 clusters Score -1309430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1309430.625000 Penalty: 3009.928467
	Iteration 28Q: 3 clusters Score -1309431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1309436.250000 Penalty: 3009.928467
	Iteration 29Q: 3 clusters Score -1309436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1309436.250000 Penalty: 3009.928467
	Iteration 30F: 3 clusters Score -1309436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -361676.062500 Penalty: 1302.222046
	Iteration 0F: 2 clusters Score -361676.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -358909.000000 Penalty: 2604.444092
	Iteration 0F: 3 clusters Score -358909 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -359632.218750 Penalty: 2604.444092
	Iteration 1F: 3 clusters Score -359632.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -359807.218750 Penalty: 2604.444092
	Iteration 2F: 3 clusters Score -359807.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -359896.031250 Penalty: 2604.444092
	Iteration 3F: 3 clusters Score -359896 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -359953.906250 Penalty: 2604.444092
	Iteration 4Q: 3 clusters Score -359953.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -359994.812500 Penalty: 2604.444092
	Iteration 5Q: 3 clusters Score -359994.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -360033.718750 Penalty: 2604.444092
	Iteration 6Q: 3 clusters Score -360033.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -360066.843750 Penalty: 2604.444092
	Iteration 7Q: 3 clusters Score -360066.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -360102.468750 Penalty: 2604.444092
	Iteration 8Q: 3 clusters Score -360102.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -360134.562500 Penalty: 2604.444092
	Iteration 9Q: 3 clusters Score -360134.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -360155.250000 Penalty: 2604.444092
	Iteration 10Q: 3 clusters Score -360155.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -360178.187500 Penalty: 2604.444092
	Iteration 11Q: 3 clusters Score -360178.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -360195.562500 Penalty: 2604.444092
	Iteration 12Q: 3 clusters Score -360195.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -360208.687500 Penalty: 2604.444092
	Iteration 13Q: 3 clusters Score -360208.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -360220.781250 Penalty: 2604.444092
	Iteration 14Q: 3 clusters Score -360220.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -360235.906250 Penalty: 2604.444092
	Iteration 15Q: 3 clusters Score -360235.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -360251.718750 Penalty: 2604.444092
	Iteration 16Q: 3 clusters Score -360251.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -360269.625000 Penalty: 2604.444092
	Iteration 17Q: 3 clusters Score -360269.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -360286.968750 Penalty: 2604.444092
	Iteration 18Q: 3 clusters Score -360287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -360306.156250 Penalty: 2604.444092
	Iteration 19Q: 3 clusters Score -360306.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -360329.343750 Penalty: 2604.444092
	Iteration 20F: 3 clusters Score -360329.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -360349.125000 Penalty: 2604.444092
	Iteration 21Q: 3 clusters Score -360349.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -360368.906250 Penalty: 2604.444092
	Iteration 22Q: 3 clusters Score -360368.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -360392.750000 Penalty: 2604.444092
	Iteration 23Q: 3 clusters Score -360392.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -360414.875000 Penalty: 2604.444092
	Iteration 24Q: 3 clusters Score -360414.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -360435.281250 Penalty: 2604.444092
	Iteration 25Q: 3 clusters Score -360435.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -360452.500000 Penalty: 2604.444092
	Iteration 26Q: 3 clusters Score -360452.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -360464.750000 Penalty: 2604.444092
	Iteration 27Q: 3 clusters Score -360464.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -360477.718750 Penalty: 2604.444092
	Iteration 28Q: 3 clusters Score -360477.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -360487.437500 Penalty: 2604.444092
	Iteration 29Q: 3 clusters Score -360487.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -360494.437500 Penalty: 2604.444092
	Iteration 30Q: 3 clusters Score -360494.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -360503.656250 Penalty: 2604.444092
	Iteration 31Q: 3 clusters Score -360503.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -360515.375000 Penalty: 2604.444092
	Iteration 32Q: 3 clusters Score -360515.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -360527.343750 Penalty: 2604.444092
	Iteration 33Q: 3 clusters Score -360527.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -360536.593750 Penalty: 2604.444092
	Iteration 34Q: 3 clusters Score -360536.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -360541.156250 Penalty: 2604.444092
	Iteration 35Q: 3 clusters Score -360541.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -360543.750000 Penalty: 2604.444092
	Iteration 36Q: 3 clusters Score -360543.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -360546.843750 Penalty: 2604.444092
	Iteration 37Q: 3 clusters Score -360546.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -360553.281250 Penalty: 2604.444092
	Iteration 38Q: 3 clusters Score -360553.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -360559.093750 Penalty: 2604.444092
	Iteration 39Q: 3 clusters Score -360559.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -360563.250000 Penalty: 2604.444092
	Iteration 40F: 3 clusters Score -360563.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -360567.031250 Penalty: 2604.444092
	Iteration 41Q: 3 clusters Score -360567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -360569.875000 Penalty: 2604.444092
	Iteration 42Q: 3 clusters Score -360569.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -360575.000000 Penalty: 2604.444092
	Iteration 43Q: 3 clusters Score -360575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -360576.531250 Penalty: 2604.444092
	Iteration 44Q: 3 clusters Score -360576.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -360578.375000 Penalty: 2604.444092
	Iteration 45Q: 3 clusters Score -360578.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -360579.312500 Penalty: 2604.444092
	Iteration 46Q: 3 clusters Score -360579.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -360580.406250 Penalty: 2604.444092
	Iteration 47Q: 3 clusters Score -360580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -360581.187500 Penalty: 2604.444092
	Iteration 48Q: 3 clusters Score -360581.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -360582.468750 Penalty: 2604.444092
	Iteration 49Q: 3 clusters Score -360582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -360584.031250 Penalty: 2604.444092
	Iteration 50Q: 3 clusters Score -360584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -360584.468750 Penalty: 2604.444092
	Iteration 51Q: 3 clusters Score -360584.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -360587.656250 Penalty: 2604.444092
	Iteration 52Q: 3 clusters Score -360587.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -360589.687500 Penalty: 2604.444092
	Iteration 53Q: 3 clusters Score -360589.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -360593.406250 Penalty: 2604.444092
	Iteration 54Q: 3 clusters Score -360593.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -360596.343750 Penalty: 2604.444092
	Iteration 55Q: 3 clusters Score -360596.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -360598.656250 Penalty: 2604.444092
	Iteration 56Q: 3 clusters Score -360598.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -360600.656250 Penalty: 2604.444092
	Iteration 57Q: 3 clusters Score -360600.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -360605.187500 Penalty: 2604.444092
	Iteration 58Q: 3 clusters Score -360605.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -360609.843750 Penalty: 2604.444092
	Iteration 59Q: 3 clusters Score -360609.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -360615.531250 Penalty: 2604.444092
	Iteration 60F: 3 clusters Score -360615.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -360619.406250 Penalty: 2604.444092
	Iteration 61Q: 3 clusters Score -360619.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -360622.156250 Penalty: 2604.444092
	Iteration 62Q: 3 clusters Score -360622.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -360629.656250 Penalty: 2604.444092
	Iteration 63Q: 3 clusters Score -360629.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -360632.906250 Penalty: 2604.444092
	Iteration 64Q: 3 clusters Score -360632.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -360637.718750 Penalty: 2604.444092
	Iteration 65Q: 3 clusters Score -360637.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -360640.968750 Penalty: 2604.444092
	Iteration 66Q: 3 clusters Score -360641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -360646.062500 Penalty: 2604.444092
	Iteration 67Q: 3 clusters Score -360646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -360649.625000 Penalty: 2604.444092
	Iteration 68Q: 3 clusters Score -360649.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -360650.625000 Penalty: 2604.444092
	Iteration 69Q: 3 clusters Score -360650.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -360653.031250 Penalty: 2604.444092
	Iteration 70Q: 3 clusters Score -360653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -360653.906250 Penalty: 2604.444092
	Iteration 71Q: 3 clusters Score -360653.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -360654.468750 Penalty: 2604.444092
	Iteration 72Q: 3 clusters Score -360654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -360654.906250 Penalty: 2604.444092
	Iteration 73Q: 3 clusters Score -360654.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -360654.906250 Penalty: 2604.444092
	Iteration 74F: 3 clusters Score -360654.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Entering Unmasked Estep 
Score: -732315.812500 Penalty: 1412.856567
	Iteration 0F: 2 clusters Score -732315.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -727750.750000 Penalty: 2825.713135
	Iteration 0F: 3 clusters Score -727750.8 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -729195.250000 Penalty: 2825.713135
	Iteration 1F: 3 clusters Score -729195.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -729496.437500 Penalty: 2825.713135
	Iteration 2F: 3 clusters Score -729496.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -729735.250000 Penalty: 2825.713135
	Iteration 3F: 3 clusters Score -729735.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -729925.000000 Penalty: 2825.713135
	Iteration 4Q: 3 clusters Score -729925 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -730055.187500 Penalty: 2825.713135
	Iteration 5Q: 3 clusters Score -730055.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -730136.312500 Penalty: 2825.713135
	Iteration 6Q: 3 clusters Score -730136.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -730201.812500 Penalty: 2825.713135
	Iteration 7Q: 3 clusters Score -730201.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -730262.312500 Penalty: 2825.713135
	Iteration 8Q: 3 clusters Score -730262.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -730322.687500 Penalty: 2825.713135
	Iteration 9Q: 3 clusters Score -730322.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -730381.000000 Penalty: 2825.713135
	Iteration 10Q: 3 clusters Score -730381 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -730451.187500 Penalty: 2825.713135
	Iteration 11Q: 3 clusters Score -730451.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -730542.562500 Penalty: 2825.713135
	Iteration 12Q: 3 clusters Score -730542.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -730622.000000 Penalty: 2825.713135
	Iteration 13Q: 3 clusters Score -730622 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -730725.062500 Penalty: 2825.713135
	Iteration 14Q: 3 clusters Score -730725.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -730838.000000 Penalty: 2825.713135
	Iteration 15Q: 3 clusters Score -730838 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -730933.437500 Penalty: 2825.713135
	Iteration 16Q: 3 clusters Score -730933.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -731022.875000 Penalty: 2825.713135
	Iteration 17Q: 3 clusters Score -731022.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -731117.250000 Penalty: 2825.713135
	Iteration 18Q: 3 clusters Score -731117.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -731198.625000 Penalty: 2825.713135
	Iteration 19Q: 3 clusters Score -731198.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -731249.062500 Penalty: 2825.713135
	Iteration 20F: 3 clusters Score -731249.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -731277.375000 Penalty: 2825.713135
	Iteration 21Q: 3 clusters Score -731277.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -731305.062500 Penalty: 2825.713135
	Iteration 22Q: 3 clusters Score -731305.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -731334.312500 Penalty: 2825.713135
	Iteration 23Q: 3 clusters Score -731334.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -731367.500000 Penalty: 2825.713135
	Iteration 24Q: 3 clusters Score -731367.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -731416.750000 Penalty: 2825.713135
	Iteration 25Q: 3 clusters Score -731416.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -731469.125000 Penalty: 2825.713135
	Iteration 26Q: 3 clusters Score -731469.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -731511.687500 Penalty: 2825.713135
	Iteration 27Q: 3 clusters Score -731511.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -731570.500000 Penalty: 2825.713135
	Iteration 28Q: 3 clusters Score -731570.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -731605.500000 Penalty: 2825.713135
	Iteration 29Q: 3 clusters Score -731605.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -731629.125000 Penalty: 2825.713135
	Iteration 30Q: 3 clusters Score -731629.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -731648.375000 Penalty: 2825.713135
	Iteration 31Q: 3 clusters Score -731648.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -731664.812500 Penalty: 2825.713135
	Iteration 32Q: 3 clusters Score -731664.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -731677.375000 Penalty: 2825.713135
	Iteration 33Q: 3 clusters Score -731677.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -731691.562500 Penalty: 2825.713135
	Iteration 34Q: 3 clusters Score -731691.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -731706.000000 Penalty: 2825.713135
	Iteration 35Q: 3 clusters Score -731706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -731718.812500 Penalty: 2825.713135
	Iteration 36Q: 3 clusters Score -731718.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -731738.187500 Penalty: 2825.713135
	Iteration 37Q: 3 clusters Score -731738.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -731762.250000 Penalty: 2825.713135
	Iteration 38Q: 3 clusters Score -731762.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -731808.562500 Penalty: 2825.713135
	Iteration 39Q: 3 clusters Score -731808.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -731878.437500 Penalty: 2825.713135
	Iteration 40F: 3 clusters Score -731878.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -731925.687500 Penalty: 2825.713135
	Iteration 41Q: 3 clusters Score -731925.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -731956.062500 Penalty: 2825.713135
	Iteration 42Q: 3 clusters Score -731956.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -731976.437500 Penalty: 2825.713135
	Iteration 43Q: 3 clusters Score -731976.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -731984.937500 Penalty: 2825.713135
	Iteration 44Q: 3 clusters Score -731984.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -731987.812500 Penalty: 2825.713135
	Iteration 45Q: 3 clusters Score -731987.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -731988.562500 Penalty: 2825.713135
	Iteration 46Q: 3 clusters Score -731988.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -731987.562500 Penalty: 2825.713135
	Iteration 47Q: 3 clusters Score -731987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -731989.187500 Penalty: 2825.713135
	Iteration 48Q: 3 clusters Score -731989.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -731989.187500 Penalty: 2825.713135
	Iteration 49F: 3 clusters Score -731989.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Entering Unmasked Estep 
Score: -5682437.500000 Penalty: 1745.189941
	Iteration 0F: 2 clusters Score -5682438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -5651652.500000 Penalty: 3490.379883
	Iteration 0F: 3 clusters Score -5651652 nChanged 21667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -5664233.500000 Penalty: 3490.379883
	Iteration 1F: 3 clusters Score -5664234 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -5664845.500000 Penalty: 3490.379883
	Iteration 2Q: 3 clusters Score -5664846 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -5665591.500000 Penalty: 3490.379883
	Iteration 3Q: 3 clusters Score -5665592 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -5666592.500000 Penalty: 3490.379883
	Iteration 4Q: 3 clusters Score -5666592 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -5668084.500000 Penalty: 3490.379883
	Iteration 5F: 3 clusters Score -5668084 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -5670108.500000 Penalty: 3490.379883
	Iteration 6F: 3 clusters Score -5670108 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -5672444.500000 Penalty: 3490.379883
	Iteration 7F: 3 clusters Score -5672444 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -5674546.500000 Penalty: 3490.379883
	Iteration 8F: 3 clusters Score -5674546 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -5676111.500000 Penalty: 3490.379883
	Iteration 9Q: 3 clusters Score -5676112 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -5677254.500000 Penalty: 3490.379883
	Iteration 10Q: 3 clusters Score -5677254 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -5678096.000000 Penalty: 3490.379883
	Iteration 11Q: 3 clusters Score -5678096 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -5678790.500000 Penalty: 3490.379883
	Iteration 12Q: 3 clusters Score -5678790 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -5679328.000000 Penalty: 3490.379883
	Iteration 13Q: 3 clusters Score -5679328 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -5679844.000000 Penalty: 3490.379883
	Iteration 14Q: 3 clusters Score -5679844 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -5680197.000000 Penalty: 3490.379883
	Iteration 15Q: 3 clusters Score -5680197 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -5680491.500000 Penalty: 3490.379883
	Iteration 16Q: 3 clusters Score -5680492 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -5680707.500000 Penalty: 3490.379883
	Iteration 17Q: 3 clusters Score -5680708 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -5680831.500000 Penalty: 3490.379883
	Iteration 18Q: 3 clusters Score -5680832 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -5680910.000000 Penalty: 3490.379883
	Iteration 19Q: 3 clusters Score -5680910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -5680974.000000 Penalty: 3490.379883
	Iteration 20F: 3 clusters Score -5680974 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 45648 members 
Entering Unmasked Estep 
Score: -5681001.500000 Penalty: 3490.379883
	Iteration 21Q: 3 clusters Score -5681002 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -5681011.500000 Penalty: 3490.379883
	Iteration 22Q: 3 clusters Score -5681012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -5681023.000000 Penalty: 3490.379883
	Iteration 23Q: 3 clusters Score -5681023 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -5681042.500000 Penalty: 3490.379883
	Iteration 24Q: 3 clusters Score -5681042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -5681050.000000 Penalty: 3490.379883
	Iteration 25Q: 3 clusters Score -5681050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -5681059.000000 Penalty: 3490.379883
	Iteration 26Q: 3 clusters Score -5681059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 45744 members 
Entering Unmasked Estep 
Score: -5681062.000000 Penalty: 3490.379883
	Iteration 27Q: 3 clusters Score -5681062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -5681063.500000 Penalty: 3490.379883
	Iteration 28Q: 3 clusters Score -5681064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -5681070.500000 Penalty: 3490.379883
	Iteration 29Q: 3 clusters Score -5681070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -5681067.000000 Penalty: 3490.379883
	Iteration 30Q: 3 clusters Score -5681067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -5681067.000000 Penalty: 3490.379883
	Iteration 31F: 3 clusters Score -5681067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Entering Unmasked Estep 
Score: -4132134.000000 Penalty: 1693.204346
	Iteration 0F: 2 clusters Score -4132134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -4109679.000000 Penalty: 3386.408691
	Iteration 0F: 3 clusters Score -4109679 nChanged 15527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4118405.750000 Penalty: 3386.408691
	Iteration 1F: 3 clusters Score -4118406 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -4118840.750000 Penalty: 3386.408691
	Iteration 2Q: 3 clusters Score -4118841 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -4119331.750000 Penalty: 3386.408691
	Iteration 3Q: 3 clusters Score -4119332 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4119969.250000 Penalty: 3386.408691
	Iteration 4Q: 3 clusters Score -4119969 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
Score: -4120929.250000 Penalty: 3386.408691
	Iteration 5F: 3 clusters Score -4120929 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -4122351.500000 Penalty: 3386.408691
	Iteration 6F: 3 clusters Score -4122352 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -4124011.250000 Penalty: 3386.408691
	Iteration 7F: 3 clusters Score -4124011 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -4125629.750000 Penalty: 3386.408691
	Iteration 8F: 3 clusters Score -4125630 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -4126800.500000 Penalty: 3386.408691
	Iteration 9Q: 3 clusters Score -4126800 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -4127475.500000 Penalty: 3386.408691
	Iteration 10Q: 3 clusters Score -4127476 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -4127895.250000 Penalty: 3386.408691
	Iteration 11Q: 3 clusters Score -4127895 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -4128176.750000 Penalty: 3386.408691
	Iteration 12Q: 3 clusters Score -4128177 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -4128364.750000 Penalty: 3386.408691
	Iteration 13Q: 3 clusters Score -4128365 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -4128548.750000 Penalty: 3386.408691
	Iteration 14Q: 3 clusters Score -4128549 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -4128715.250000 Penalty: 3386.408691
	Iteration 15Q: 3 clusters Score -4128715 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -4128872.750000 Penalty: 3386.408691
	Iteration 16Q: 3 clusters Score -4128873 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -4129021.000000 Penalty: 3386.408691
	Iteration 17Q: 3 clusters Score -4129021 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -4129170.500000 Penalty: 3386.408691
	Iteration 18Q: 3 clusters Score -4129170 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -4129262.500000 Penalty: 3386.408691
	Iteration 19Q: 3 clusters Score -4129262 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -4129374.250000 Penalty: 3386.408691
	Iteration 20F: 3 clusters Score -4129374 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -4129455.500000 Penalty: 3386.408691
	Iteration 21Q: 3 clusters Score -4129456 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -4129514.000000 Penalty: 3386.408691
	Iteration 22Q: 3 clusters Score -4129514 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -4129589.250000 Penalty: 3386.408691
	Iteration 23Q: 3 clusters Score -4129589 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -4129628.250000 Penalty: 3386.408691
	Iteration 24Q: 3 clusters Score -4129628 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -4129683.500000 Penalty: 3386.408691
	Iteration 25Q: 3 clusters Score -4129684 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -4129758.750000 Penalty: 3386.408691
	Iteration 26Q: 3 clusters Score -4129759 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -4129812.500000 Penalty: 3386.408691
	Iteration 27Q: 3 clusters Score -4129812 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -4129873.000000 Penalty: 3386.408691
	Iteration 28Q: 3 clusters Score -4129873 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -4129942.750000 Penalty: 3386.408691
	Iteration 29Q: 3 clusters Score -4129943 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 30460 members 
Entering Unmasked Estep 
Score: -4130000.500000 Penalty: 3386.408691
	Iteration 30Q: 3 clusters Score -4130000 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -4130065.500000 Penalty: 3386.408691
	Iteration 31Q: 3 clusters Score -4130066 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -4130132.500000 Penalty: 3386.408691
	Iteration 32Q: 3 clusters Score -4130132 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -4130194.750000 Penalty: 3386.408691
	Iteration 33Q: 3 clusters Score -4130195 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 31128 members 
Entering Unmasked Estep 
Score: -4130240.000000 Penalty: 3386.408691
	Iteration 34Q: 3 clusters Score -4130240 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -4130283.000000 Penalty: 3386.408691
	Iteration 35Q: 3 clusters Score -4130283 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -4130328.500000 Penalty: 3386.408691
	Iteration 36Q: 3 clusters Score -4130328 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -4130387.250000 Penalty: 3386.408691
	Iteration 37Q: 3 clusters Score -4130387 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -4130427.750000 Penalty: 3386.408691
	Iteration 38Q: 3 clusters Score -4130428 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -4130453.000000 Penalty: 3386.408691
	Iteration 39Q: 3 clusters Score -4130453 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -4130481.250000 Penalty: 3386.408691
	Iteration 40F: 3 clusters Score -4130481 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -4130502.750000 Penalty: 3386.408691
	Iteration 41Q: 3 clusters Score -4130503 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -4130527.500000 Penalty: 3386.408691
	Iteration 42Q: 3 clusters Score -4130528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -4130552.000000 Penalty: 3386.408691
	Iteration 43Q: 3 clusters Score -4130552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -4130570.500000 Penalty: 3386.408691
	Iteration 44Q: 3 clusters Score -4130570 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -4130594.500000 Penalty: 3386.408691
	Iteration 45Q: 3 clusters Score -4130594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -4130608.000000 Penalty: 3386.408691
	Iteration 46Q: 3 clusters Score -4130608 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -4130613.250000 Penalty: 3386.408691
	Iteration 47Q: 3 clusters Score -4130613 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4130624.250000 Penalty: 3386.408691
	Iteration 48Q: 3 clusters Score -4130624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -4130629.500000 Penalty: 3386.408691
	Iteration 49Q: 3 clusters Score -4130630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -4130628.000000 Penalty: 3386.408691
	Iteration 50Q: 3 clusters Score -4130628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4130635.750000 Penalty: 3386.408691
	Iteration 51Q: 3 clusters Score -4130636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -4130639.000000 Penalty: 3386.408691
	Iteration 52Q: 3 clusters Score -4130639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -4130646.250000 Penalty: 3386.408691
	Iteration 53Q: 3 clusters Score -4130646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -4130648.750000 Penalty: 3386.408691
	Iteration 54Q: 3 clusters Score -4130649 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -4130659.500000 Penalty: 3386.408691
	Iteration 55Q: 3 clusters Score -4130660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -4130677.750000 Penalty: 3386.408691
	Iteration 56Q: 3 clusters Score -4130678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4130684.250000 Penalty: 3386.408691
	Iteration 57Q: 3 clusters Score -4130684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -4130691.500000 Penalty: 3386.408691
	Iteration 58Q: 3 clusters Score -4130692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -4130697.250000 Penalty: 3386.408691
	Iteration 59Q: 3 clusters Score -4130697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -4130703.250000 Penalty: 3386.408691
	Iteration 60F: 3 clusters Score -4130703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -4130709.750000 Penalty: 3386.408691
	Iteration 61Q: 3 clusters Score -4130710 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -4130717.500000 Penalty: 3386.408691
	Iteration 62Q: 3 clusters Score -4130718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -4130718.500000 Penalty: 3386.408691
	Iteration 63Q: 3 clusters Score -4130718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4130723.500000 Penalty: 3386.408691
	Iteration 64Q: 3 clusters Score -4130724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -4130726.500000 Penalty: 3386.408691
	Iteration 65Q: 3 clusters Score -4130726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -4130727.250000 Penalty: 3386.408691
	Iteration 66Q: 3 clusters Score -4130727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -4130727.750000 Penalty: 3386.408691
	Iteration 67Q: 3 clusters Score -4130728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 32628 members 
Entering Unmasked Estep 
Score: -4130741.250000 Penalty: 3386.408691
	Iteration 68Q: 3 clusters Score -4130741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4130738.500000 Penalty: 3386.408691
	Iteration 69Q: 3 clusters Score -4130738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4130737.000000 Penalty: 3386.408691
	Iteration 70Q: 3 clusters Score -4130737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4130744.000000 Penalty: 3386.408691
	Iteration 71Q: 3 clusters Score -4130744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -4130747.500000 Penalty: 3386.408691
	Iteration 72Q: 3 clusters Score -4130748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -4130746.750000 Penalty: 3386.408691
	Iteration 73Q: 3 clusters Score -4130747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4130748.500000 Penalty: 3386.408691
	Iteration 74Q: 3 clusters Score -4130748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -4130750.750000 Penalty: 3386.408691
	Iteration 75Q: 3 clusters Score -4130751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4130750.500000 Penalty: 3386.408691
	Iteration 76Q: 3 clusters Score -4130750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -4130749.250000 Penalty: 3386.408691
	Iteration 77Q: 3 clusters Score -4130749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -4130751.500000 Penalty: 3386.408691
	Iteration 78Q: 3 clusters Score -4130752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -4130751.750000 Penalty: 3386.408691
	Iteration 79Q: 3 clusters Score -4130752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -4130756.750000 Penalty: 3386.408691
	Iteration 80F: 3 clusters Score -4130757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 32717 members 
Entering Unmasked Estep 
Score: -4130757.750000 Penalty: 3386.408691
	Iteration 81Q: 3 clusters Score -4130758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -4130755.500000 Penalty: 3386.408691
	Iteration 82Q: 3 clusters Score -4130756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -4130757.500000 Penalty: 3386.408691
	Iteration 83Q: 3 clusters Score -4130758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
Score: -4130758.500000 Penalty: 3386.408691
	Iteration 84Q: 3 clusters Score -4130758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4130760.500000 Penalty: 3386.408691
	Iteration 85Q: 3 clusters Score -4130760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -4130760.250000 Penalty: 3386.408691
	Iteration 86Q: 3 clusters Score -4130760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 32735 members 
Entering Unmasked Estep 
Score: -4130766.000000 Penalty: 3386.408691
	Iteration 87Q: 3 clusters Score -4130766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -4130767.000000 Penalty: 3386.408691
	Iteration 88Q: 3 clusters Score -4130767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4130765.000000 Penalty: 3386.408691
	Iteration 89Q: 3 clusters Score -4130765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4130768.750000 Penalty: 3386.408691
	Iteration 90Q: 3 clusters Score -4130769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -4130770.750000 Penalty: 3386.408691
	Iteration 91Q: 3 clusters Score -4130771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -4130774.750000 Penalty: 3386.408691
	Iteration 92Q: 3 clusters Score -4130775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -4130776.500000 Penalty: 3386.408691
	Iteration 93Q: 3 clusters Score -4130776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -4130779.250000 Penalty: 3386.408691
	Iteration 94Q: 3 clusters Score -4130779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4130785.000000 Penalty: 3386.408691
	Iteration 95Q: 3 clusters Score -4130785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -4130787.250000 Penalty: 3386.408691
	Iteration 96Q: 3 clusters Score -4130787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 32808 members 
Entering Unmasked Estep 
Score: -4130790.250000 Penalty: 3386.408691
	Iteration 97Q: 3 clusters Score -4130790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -4130792.000000 Penalty: 3386.408691
	Iteration 98Q: 3 clusters Score -4130792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -4130795.000000 Penalty: 3386.408691
	Iteration 99Q: 3 clusters Score -4130795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -4130796.250000 Penalty: 3386.408691
	Iteration 100F: 3 clusters Score -4130796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4130800.750000 Penalty: 3386.408691
	Iteration 101Q: 3 clusters Score -4130801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -4130802.250000 Penalty: 3386.408691
	Iteration 102Q: 3 clusters Score -4130802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4130796.000000 Penalty: 3386.408691
	Iteration 103Q: 3 clusters Score -4130796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -4130801.000000 Penalty: 3386.408691
	Iteration 104Q: 3 clusters Score -4130801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -4130801.000000 Penalty: 3386.408691
	Iteration 105Q: 3 clusters Score -4130801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -4130802.250000 Penalty: 3386.408691
	Iteration 106Q: 3 clusters Score -4130802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4130802.750000 Penalty: 3386.408691
	Iteration 107Q: 3 clusters Score -4130803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 32846 members 
Entering Unmasked Estep 
Score: -4130802.750000 Penalty: 3386.408691
	Iteration 108F: 3 clusters Score -4130803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -239065.281250 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -239065.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -236991.390625 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -236991.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -237483.515625 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -237483.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -237607.390625 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -237607.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -237713.125000 Penalty: 2463.395752
	Iteration 3F: 3 clusters Score -237713.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -237774.468750 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -237774.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -237839.421875 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -237839.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -237900.359375 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -237900.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -237962.656250 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -237962.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -238004.250000 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -238004.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -238040.015625 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -238040 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -238079.046875 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -238079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -238129.750000 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -238129.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -238163.234375 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -238163.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -238182.640625 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -238182.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -238196.531250 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -238196.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -238202.562500 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -238202.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -238207.796875 Penalty: 2463.395752
	Iteration 16Q: 3 clusters Score -238207.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -238212.546875 Penalty: 2463.395752
	Iteration 17Q: 3 clusters Score -238212.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -238217.203125 Penalty: 2463.395752
	Iteration 18Q: 3 clusters Score -238217.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -238220.515625 Penalty: 2463.395752
	Iteration 19Q: 3 clusters Score -238220.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -238224.765625 Penalty: 2463.395752
	Iteration 20F: 3 clusters Score -238224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -238227.234375 Penalty: 2463.395752
	Iteration 21Q: 3 clusters Score -238227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -238228.000000 Penalty: 2463.395752
	Iteration 22Q: 3 clusters Score -238228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -238229.578125 Penalty: 2463.395752
	Iteration 23Q: 3 clusters Score -238229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -238231.328125 Penalty: 2463.395752
	Iteration 24Q: 3 clusters Score -238231.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -238231.375000 Penalty: 2463.395752
	Iteration 25Q: 3 clusters Score -238231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -238231.375000 Penalty: 2463.395752
	Iteration 26F: 3 clusters Score -238231.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Entering Unmasked Estep 
Score: -245802.093750 Penalty: 1238.682861
	Iteration 0F: 2 clusters Score -245802.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -243664.796875 Penalty: 2477.365723
	Iteration 0F: 3 clusters Score -243664.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -244082.734375 Penalty: 2477.365723
	Iteration 1F: 3 clusters Score -244082.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -244187.984375 Penalty: 2477.365723
	Iteration 2F: 3 clusters Score -244188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -244255.671875 Penalty: 2477.365723
	Iteration 3F: 3 clusters Score -244255.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -244312.187500 Penalty: 2477.365723
	Iteration 4Q: 3 clusters Score -244312.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -244369.578125 Penalty: 2477.365723
	Iteration 5Q: 3 clusters Score -244369.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -244422.015625 Penalty: 2477.365723
	Iteration 6Q: 3 clusters Score -244422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -244462.250000 Penalty: 2477.365723
	Iteration 7Q: 3 clusters Score -244462.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -244489.437500 Penalty: 2477.365723
	Iteration 8Q: 3 clusters Score -244489.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -244506.812500 Penalty: 2477.365723
	Iteration 9Q: 3 clusters Score -244506.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -244515.953125 Penalty: 2477.365723
	Iteration 10Q: 3 clusters Score -244516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -244524.140625 Penalty: 2477.365723
	Iteration 11Q: 3 clusters Score -244524.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -244532.718750 Penalty: 2477.365723
	Iteration 12Q: 3 clusters Score -244532.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -244542.359375 Penalty: 2477.365723
	Iteration 13Q: 3 clusters Score -244542.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -244550.734375 Penalty: 2477.365723
	Iteration 14Q: 3 clusters Score -244550.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -244559.000000 Penalty: 2477.365723
	Iteration 15Q: 3 clusters Score -244559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -244569.000000 Penalty: 2477.365723
	Iteration 16Q: 3 clusters Score -244569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -244572.390625 Penalty: 2477.365723
	Iteration 17Q: 3 clusters Score -244572.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -244577.562500 Penalty: 2477.365723
	Iteration 18Q: 3 clusters Score -244577.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -244581.203125 Penalty: 2477.365723
	Iteration 19Q: 3 clusters Score -244581.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -244586.140625 Penalty: 2477.365723
	Iteration 20F: 3 clusters Score -244586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -244594.250000 Penalty: 2477.365723
	Iteration 21Q: 3 clusters Score -244594.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -244604.921875 Penalty: 2477.365723
	Iteration 22Q: 3 clusters Score -244604.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -244617.046875 Penalty: 2477.365723
	Iteration 23Q: 3 clusters Score -244617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -244628.843750 Penalty: 2477.365723
	Iteration 24Q: 3 clusters Score -244628.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -244643.421875 Penalty: 2477.365723
	Iteration 25Q: 3 clusters Score -244643.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -244654.625000 Penalty: 2477.365723
	Iteration 26Q: 3 clusters Score -244654.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -244664.640625 Penalty: 2477.365723
	Iteration 27Q: 3 clusters Score -244664.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -244673.937500 Penalty: 2477.365723
	Iteration 28Q: 3 clusters Score -244673.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -244682.640625 Penalty: 2477.365723
	Iteration 29Q: 3 clusters Score -244682.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -244687.312500 Penalty: 2477.365723
	Iteration 30Q: 3 clusters Score -244687.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -244690.328125 Penalty: 2477.365723
	Iteration 31Q: 3 clusters Score -244690.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -244695.531250 Penalty: 2477.365723
	Iteration 32Q: 3 clusters Score -244695.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -244698.750000 Penalty: 2477.365723
	Iteration 33Q: 3 clusters Score -244698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -244700.609375 Penalty: 2477.365723
	Iteration 34Q: 3 clusters Score -244700.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -244701.609375 Penalty: 2477.365723
	Iteration 35Q: 3 clusters Score -244701.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -244706.109375 Penalty: 2477.365723
	Iteration 36Q: 3 clusters Score -244706.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -244708.953125 Penalty: 2477.365723
	Iteration 37Q: 3 clusters Score -244709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -244710.390625 Penalty: 2477.365723
	Iteration 38Q: 3 clusters Score -244710.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -244714.687500 Penalty: 2477.365723
	Iteration 39Q: 3 clusters Score -244714.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -244720.515625 Penalty: 2477.365723
	Iteration 40F: 3 clusters Score -244720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -244723.078125 Penalty: 2477.365723
	Iteration 41Q: 3 clusters Score -244723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -244724.703125 Penalty: 2477.365723
	Iteration 42Q: 3 clusters Score -244724.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -244728.390625 Penalty: 2477.365723
	Iteration 43Q: 3 clusters Score -244728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -244729.703125 Penalty: 2477.365723
	Iteration 44Q: 3 clusters Score -244729.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -244732.593750 Penalty: 2477.365723
	Iteration 45Q: 3 clusters Score -244732.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -244732.593750 Penalty: 2477.365723
	Iteration 46F: 3 clusters Score -244732.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Entering Unmasked Estep 
Score: -743227.125000 Penalty: 1417.525146
	Iteration 0F: 2 clusters Score -743227.1 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 3145 members 
Entering Unmasked Estep 
Score: -738599.625000 Penalty: 2835.050293
	Iteration 0F: 3 clusters Score -738599.6 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -740027.375000 Penalty: 2835.050293
	Iteration 1F: 3 clusters Score -740027.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -740374.187500 Penalty: 2835.050293
	Iteration 2F: 3 clusters Score -740374.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -740704.312500 Penalty: 2835.050293
	Iteration 3F: 3 clusters Score -740704.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -741055.812500 Penalty: 2835.050293
	Iteration 4F: 3 clusters Score -741055.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -741425.750000 Penalty: 2835.050293
	Iteration 5F: 3 clusters Score -741425.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -741814.875000 Penalty: 2835.050293
	Iteration 6F: 3 clusters Score -741814.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -742209.875000 Penalty: 2835.050293
	Iteration 7F: 3 clusters Score -742209.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -742597.000000 Penalty: 2835.050293
	Iteration 8F: 3 clusters Score -742597 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -742828.687500 Penalty: 2835.050293
	Iteration 9Q: 3 clusters Score -742828.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -742908.375000 Penalty: 2835.050293
	Iteration 10Q: 3 clusters Score -742908.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -742936.187500 Penalty: 2835.050293
	Iteration 11Q: 3 clusters Score -742936.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -742941.312500 Penalty: 2835.050293
	Iteration 12Q: 3 clusters Score -742941.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -742944.750000 Penalty: 2835.050293
	Iteration 13Q: 3 clusters Score -742944.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -742946.812500 Penalty: 2835.050293
	Iteration 14Q: 3 clusters Score -742946.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -742947.437500 Penalty: 2835.050293
	Iteration 15Q: 3 clusters Score -742947.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -742948.125000 Penalty: 2835.050293
	Iteration 16Q: 3 clusters Score -742948.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -742948.437500 Penalty: 2835.050293
	Iteration 17Q: 3 clusters Score -742948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -742947.750000 Penalty: 2835.050293
	Iteration 18Q: 3 clusters Score -742947.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -742947.750000 Penalty: 2835.050293
	Iteration 19F: 3 clusters Score -742947.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Entering Unmasked Estep 
Score: -2239706.500000 Penalty: 1593.714233
	Iteration 0F: 2 clusters Score -2239706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2227220.000000 Penalty: 3187.428467
	Iteration 0F: 3 clusters Score -2227220 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2231650.000000 Penalty: 3187.428467
	Iteration 1F: 3 clusters Score -2231650 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -2232154.250000 Penalty: 3187.428467
	Iteration 2F: 3 clusters Score -2232154 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2232861.000000 Penalty: 3187.428467
	Iteration 3F: 3 clusters Score -2232861 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2233789.500000 Penalty: 3187.428467
	Iteration 4F: 3 clusters Score -2233790 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2234836.000000 Penalty: 3187.428467
	Iteration 5F: 3 clusters Score -2234836 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2235820.250000 Penalty: 3187.428467
	Iteration 6F: 3 clusters Score -2235820 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2236585.500000 Penalty: 3187.428467
	Iteration 7F: 3 clusters Score -2236586 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2237137.750000 Penalty: 3187.428467
	Iteration 8Q: 3 clusters Score -2237138 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2237541.250000 Penalty: 3187.428467
	Iteration 9Q: 3 clusters Score -2237541 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2237821.250000 Penalty: 3187.428467
	Iteration 10Q: 3 clusters Score -2237821 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2238020.750000 Penalty: 3187.428467
	Iteration 11Q: 3 clusters Score -2238021 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2238168.500000 Penalty: 3187.428467
	Iteration 12Q: 3 clusters Score -2238168 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2238286.750000 Penalty: 3187.428467
	Iteration 13Q: 3 clusters Score -2238287 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2238360.750000 Penalty: 3187.428467
	Iteration 14Q: 3 clusters Score -2238361 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2238404.000000 Penalty: 3187.428467
	Iteration 15Q: 3 clusters Score -2238404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2238439.000000 Penalty: 3187.428467
	Iteration 16Q: 3 clusters Score -2238439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2238456.250000 Penalty: 3187.428467
	Iteration 17Q: 3 clusters Score -2238456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2238471.250000 Penalty: 3187.428467
	Iteration 18Q: 3 clusters Score -2238471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2238488.000000 Penalty: 3187.428467
	Iteration 19Q: 3 clusters Score -2238488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2238504.750000 Penalty: 3187.428467
	Iteration 20F: 3 clusters Score -2238505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2238515.000000 Penalty: 3187.428467
	Iteration 21Q: 3 clusters Score -2238515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2238523.500000 Penalty: 3187.428467
	Iteration 22Q: 3 clusters Score -2238524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2238529.250000 Penalty: 3187.428467
	Iteration 23Q: 3 clusters Score -2238529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2238535.000000 Penalty: 3187.428467
	Iteration 24Q: 3 clusters Score -2238535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2238542.000000 Penalty: 3187.428467
	Iteration 25Q: 3 clusters Score -2238542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2238544.000000 Penalty: 3187.428467
	Iteration 26Q: 3 clusters Score -2238544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -2238548.500000 Penalty: 3187.428467
	Iteration 27Q: 3 clusters Score -2238548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2238552.000000 Penalty: 3187.428467
	Iteration 28Q: 3 clusters Score -2238552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2238555.000000 Penalty: 3187.428467
	Iteration 29Q: 3 clusters Score -2238555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2238555.750000 Penalty: 3187.428467
	Iteration 30Q: 3 clusters Score -2238556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2238554.750000 Penalty: 3187.428467
	Iteration 31Q: 3 clusters Score -2238555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2238558.250000 Penalty: 3187.428467
	Iteration 32Q: 3 clusters Score -2238558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2238559.750000 Penalty: 3187.428467
	Iteration 33Q: 3 clusters Score -2238560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2238558.500000 Penalty: 3187.428467
	Iteration 34Q: 3 clusters Score -2238558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2238561.250000 Penalty: 3187.428467
	Iteration 35Q: 3 clusters Score -2238561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2238562.500000 Penalty: 3187.428467
	Iteration 36Q: 3 clusters Score -2238562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2238563.500000 Penalty: 3187.428467
	Iteration 37Q: 3 clusters Score -2238564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2238565.000000 Penalty: 3187.428467
	Iteration 38Q: 3 clusters Score -2238565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2238566.500000 Penalty: 3187.428467
	Iteration 39Q: 3 clusters Score -2238566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2238569.750000 Penalty: 3187.428467
	Iteration 40F: 3 clusters Score -2238570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2238569.250000 Penalty: 3187.428467
	Iteration 41Q: 3 clusters Score -2238569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2238573.000000 Penalty: 3187.428467
	Iteration 42Q: 3 clusters Score -2238573 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2238573.000000 Penalty: 3187.428467
	Iteration 43F: 3 clusters Score -2238573 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -298610.375000 Penalty: 1268.124512
	Iteration 0F: 2 clusters Score -298610.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -296261.875000 Penalty: 2536.249023
	Iteration 0F: 3 clusters Score -296261.9 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -296820.656250 Penalty: 2536.249023
	Iteration 1F: 3 clusters Score -296820.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -296913.750000 Penalty: 2536.249023
	Iteration 2F: 3 clusters Score -296913.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -296960.437500 Penalty: 2536.249023
	Iteration 3Q: 3 clusters Score -296960.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -297005.281250 Penalty: 2536.249023
	Iteration 4Q: 3 clusters Score -297005.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -297039.281250 Penalty: 2536.249023
	Iteration 5Q: 3 clusters Score -297039.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -297053.500000 Penalty: 2536.249023
	Iteration 6Q: 3 clusters Score -297053.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -297062.937500 Penalty: 2536.249023
	Iteration 7Q: 3 clusters Score -297062.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -297071.281250 Penalty: 2536.249023
	Iteration 8Q: 3 clusters Score -297071.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -297077.218750 Penalty: 2536.249023
	Iteration 9Q: 3 clusters Score -297077.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -297083.531250 Penalty: 2536.249023
	Iteration 10Q: 3 clusters Score -297083.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -297087.406250 Penalty: 2536.249023
	Iteration 11Q: 3 clusters Score -297087.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -297091.468750 Penalty: 2536.249023
	Iteration 12Q: 3 clusters Score -297091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -297094.093750 Penalty: 2536.249023
	Iteration 13Q: 3 clusters Score -297094.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -297096.375000 Penalty: 2536.249023
	Iteration 14Q: 3 clusters Score -297096.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -297099.156250 Penalty: 2536.249023
	Iteration 15Q: 3 clusters Score -297099.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -297105.875000 Penalty: 2536.249023
	Iteration 16Q: 3 clusters Score -297105.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -297113.500000 Penalty: 2536.249023
	Iteration 17Q: 3 clusters Score -297113.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -297123.937500 Penalty: 2536.249023
	Iteration 18Q: 3 clusters Score -297123.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -297134.875000 Penalty: 2536.249023
	Iteration 19Q: 3 clusters Score -297134.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -297144.406250 Penalty: 2536.249023
	Iteration 20F: 3 clusters Score -297144.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -297154.968750 Penalty: 2536.249023
	Iteration 21Q: 3 clusters Score -297155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -297162.937500 Penalty: 2536.249023
	Iteration 22Q: 3 clusters Score -297162.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -297168.750000 Penalty: 2536.249023
	Iteration 23Q: 3 clusters Score -297168.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -297175.187500 Penalty: 2536.249023
	Iteration 24Q: 3 clusters Score -297175.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -297182.187500 Penalty: 2536.249023
	Iteration 25Q: 3 clusters Score -297182.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -297189.312500 Penalty: 2536.249023
	Iteration 26Q: 3 clusters Score -297189.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -297200.656250 Penalty: 2536.249023
	Iteration 27Q: 3 clusters Score -297200.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -297214.250000 Penalty: 2536.249023
	Iteration 28Q: 3 clusters Score -297214.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -297230.093750 Penalty: 2536.249023
	Iteration 29Q: 3 clusters Score -297230.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -297245.000000 Penalty: 2536.249023
	Iteration 30Q: 3 clusters Score -297245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -297252.406250 Penalty: 2536.249023
	Iteration 31Q: 3 clusters Score -297252.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -297261.750000 Penalty: 2536.249023
	Iteration 32Q: 3 clusters Score -297261.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -297269.375000 Penalty: 2536.249023
	Iteration 33Q: 3 clusters Score -297269.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -297276.531250 Penalty: 2536.249023
	Iteration 34Q: 3 clusters Score -297276.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -297282.093750 Penalty: 2536.249023
	Iteration 35Q: 3 clusters Score -297282.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -297287.000000 Penalty: 2536.249023
	Iteration 36Q: 3 clusters Score -297287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -297295.906250 Penalty: 2536.249023
	Iteration 37Q: 3 clusters Score -297295.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -297306.687500 Penalty: 2536.249023
	Iteration 38Q: 3 clusters Score -297306.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -297320.343750 Penalty: 2536.249023
	Iteration 39Q: 3 clusters Score -297320.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -297330.968750 Penalty: 2536.249023
	Iteration 40F: 3 clusters Score -297331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -297339.062500 Penalty: 2536.249023
	Iteration 41Q: 3 clusters Score -297339.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -297349.312500 Penalty: 2536.249023
	Iteration 42Q: 3 clusters Score -297349.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -297364.156250 Penalty: 2536.249023
	Iteration 43Q: 3 clusters Score -297364.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -297374.687500 Penalty: 2536.249023
	Iteration 44Q: 3 clusters Score -297374.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -297385.281250 Penalty: 2536.249023
	Iteration 45Q: 3 clusters Score -297385.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -297395.250000 Penalty: 2536.249023
	Iteration 46Q: 3 clusters Score -297395.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -297403.218750 Penalty: 2536.249023
	Iteration 47Q: 3 clusters Score -297403.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -297412.093750 Penalty: 2536.249023
	Iteration 48Q: 3 clusters Score -297412.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -297423.812500 Penalty: 2536.249023
	Iteration 49Q: 3 clusters Score -297423.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -297434.125000 Penalty: 2536.249023
	Iteration 50Q: 3 clusters Score -297434.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -297444.468750 Penalty: 2536.249023
	Iteration 51Q: 3 clusters Score -297444.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -297456.593750 Penalty: 2536.249023
	Iteration 52Q: 3 clusters Score -297456.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -297478.937500 Penalty: 2536.249023
	Iteration 53Q: 3 clusters Score -297478.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -297501.468750 Penalty: 2536.249023
	Iteration 54Q: 3 clusters Score -297501.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -297521.625000 Penalty: 2536.249023
	Iteration 55Q: 3 clusters Score -297521.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -297551.437500 Penalty: 2536.249023
	Iteration 56Q: 3 clusters Score -297551.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -297574.781250 Penalty: 2536.249023
	Iteration 57Q: 3 clusters Score -297574.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -297598.906250 Penalty: 2536.249023
	Iteration 58Q: 3 clusters Score -297598.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -297611.031250 Penalty: 2536.249023
	Iteration 59Q: 3 clusters Score -297611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -297621.281250 Penalty: 2536.249023
	Iteration 60F: 3 clusters Score -297621.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -297625.562500 Penalty: 2536.249023
	Iteration 61Q: 3 clusters Score -297625.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -297628.625000 Penalty: 2536.249023
	Iteration 62Q: 3 clusters Score -297628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -297631.968750 Penalty: 2536.249023
	Iteration 63Q: 3 clusters Score -297632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -297633.593750 Penalty: 2536.249023
	Iteration 64Q: 3 clusters Score -297633.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -297633.593750 Penalty: 2536.249023
	Iteration 65F: 3 clusters Score -297633.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -64950.976562 Penalty: 1045.613770
	Iteration 0F: 2 clusters Score -64950.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63865.375000 Penalty: 2091.227539
	Iteration 0F: 3 clusters Score -63865.38 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -64137.296875 Penalty: 2091.227539
	Iteration 1F: 3 clusters Score -64137.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64223.753906 Penalty: 2091.227539
	Iteration 2F: 3 clusters Score -64223.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -64283.621094 Penalty: 2091.227539
	Iteration 3Q: 3 clusters Score -64283.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -64327.851562 Penalty: 2091.227539
	Iteration 4Q: 3 clusters Score -64327.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64373.074219 Penalty: 2091.227539
	Iteration 5Q: 3 clusters Score -64373.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -64421.054688 Penalty: 2091.227539
	Iteration 6Q: 3 clusters Score -64421.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64469.007812 Penalty: 2091.227539
	Iteration 7Q: 3 clusters Score -64469.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -64501.457031 Penalty: 2091.227539
	Iteration 8Q: 3 clusters Score -64501.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64515.066406 Penalty: 2091.227539
	Iteration 9Q: 3 clusters Score -64515.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -64519.394531 Penalty: 2091.227539
	Iteration 10Q: 3 clusters Score -64519.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -64523.089844 Penalty: 2091.227539
	Iteration 11Q: 3 clusters Score -64523.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -64525.226562 Penalty: 2091.227539
	Iteration 12Q: 3 clusters Score -64525.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -64526.683594 Penalty: 2091.227539
	Iteration 13Q: 3 clusters Score -64526.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -64528.898438 Penalty: 2091.227539
	Iteration 14F: 3 clusters Score -64528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64532.621094 Penalty: 2091.227539
	Iteration 15Q: 3 clusters Score -64532.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64534.484375 Penalty: 2091.227539
	Iteration 16Q: 3 clusters Score -64534.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64534.484375 Penalty: 2091.227539
	Iteration 17F: 3 clusters Score -64534.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Entering Unmasked Estep 
Score: -364232.375000 Penalty: 1311.776001
	Iteration 0F: 2 clusters Score -364232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -361439.968750 Penalty: 2623.552002
	Iteration 0F: 3 clusters Score -361440 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -362264.781250 Penalty: 2623.552002
	Iteration 1F: 3 clusters Score -362264.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -362536.593750 Penalty: 2623.552002
	Iteration 2F: 3 clusters Score -362536.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -362799.031250 Penalty: 2623.552002
	Iteration 3F: 3 clusters Score -362799 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -363033.437500 Penalty: 2623.552002
	Iteration 4F: 3 clusters Score -363033.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -363182.437500 Penalty: 2623.552002
	Iteration 5F: 3 clusters Score -363182.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -363296.375000 Penalty: 2623.552002
	Iteration 6Q: 3 clusters Score -363296.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -363400.187500 Penalty: 2623.552002
	Iteration 7Q: 3 clusters Score -363400.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -363485.718750 Penalty: 2623.552002
	Iteration 8Q: 3 clusters Score -363485.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -363552.125000 Penalty: 2623.552002
	Iteration 9Q: 3 clusters Score -363552.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -363598.281250 Penalty: 2623.552002
	Iteration 10Q: 3 clusters Score -363598.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -363626.562500 Penalty: 2623.552002
	Iteration 11Q: 3 clusters Score -363626.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -363649.437500 Penalty: 2623.552002
	Iteration 12Q: 3 clusters Score -363649.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -363668.656250 Penalty: 2623.552002
	Iteration 13Q: 3 clusters Score -363668.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -363680.718750 Penalty: 2623.552002
	Iteration 14Q: 3 clusters Score -363680.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -363689.500000 Penalty: 2623.552002
	Iteration 15Q: 3 clusters Score -363689.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -363697.343750 Penalty: 2623.552002
	Iteration 16Q: 3 clusters Score -363697.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -363700.500000 Penalty: 2623.552002
	Iteration 17Q: 3 clusters Score -363700.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -363702.375000 Penalty: 2623.552002
	Iteration 18Q: 3 clusters Score -363702.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -363704.468750 Penalty: 2623.552002
	Iteration 19Q: 3 clusters Score -363704.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -363705.593750 Penalty: 2623.552002
	Iteration 20F: 3 clusters Score -363705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -363708.187500 Penalty: 2623.552002
	Iteration 21Q: 3 clusters Score -363708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -363711.062500 Penalty: 2623.552002
	Iteration 22Q: 3 clusters Score -363711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -363712.875000 Penalty: 2623.552002
	Iteration 23Q: 3 clusters Score -363712.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -363713.812500 Penalty: 2623.552002
	Iteration 24Q: 3 clusters Score -363713.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -363714.218750 Penalty: 2623.552002
	Iteration 25Q: 3 clusters Score -363714.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -363714.093750 Penalty: 2623.552002
	Iteration 26Q: 3 clusters Score -363714.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -363714.093750 Penalty: 2623.552002
	Iteration 27F: 3 clusters Score -363714.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -1501668.500000 Penalty: 1528.192383
	Iteration 0F: 2 clusters Score -1501668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1493217.250000 Penalty: 3056.384766
	Iteration 0F: 3 clusters Score -1493217 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1496102.500000 Penalty: 3056.384766
	Iteration 1F: 3 clusters Score -1496102 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1496479.250000 Penalty: 3056.384766
	Iteration 2F: 3 clusters Score -1496479 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1496831.875000 Penalty: 3056.384766
	Iteration 3F: 3 clusters Score -1496832 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1497236.000000 Penalty: 3056.384766
	Iteration 4F: 3 clusters Score -1497236 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1497730.000000 Penalty: 3056.384766
	Iteration 5F: 3 clusters Score -1497730 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1498212.375000 Penalty: 3056.384766
	Iteration 6F: 3 clusters Score -1498212 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1498671.000000 Penalty: 3056.384766
	Iteration 7F: 3 clusters Score -1498671 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1499059.750000 Penalty: 3056.384766
	Iteration 8Q: 3 clusters Score -1499060 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1499390.625000 Penalty: 3056.384766
	Iteration 9Q: 3 clusters Score -1499391 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1499636.375000 Penalty: 3056.384766
	Iteration 10Q: 3 clusters Score -1499636 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1499835.875000 Penalty: 3056.384766
	Iteration 11Q: 3 clusters Score -1499836 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1499969.750000 Penalty: 3056.384766
	Iteration 12Q: 3 clusters Score -1499970 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1500075.250000 Penalty: 3056.384766
	Iteration 13Q: 3 clusters Score -1500075 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1500152.250000 Penalty: 3056.384766
	Iteration 14Q: 3 clusters Score -1500152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1500215.875000 Penalty: 3056.384766
	Iteration 15Q: 3 clusters Score -1500216 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1500263.375000 Penalty: 3056.384766
	Iteration 16Q: 3 clusters Score -1500263 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1500302.750000 Penalty: 3056.384766
	Iteration 17Q: 3 clusters Score -1500303 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1500327.250000 Penalty: 3056.384766
	Iteration 18Q: 3 clusters Score -1500327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1500348.875000 Penalty: 3056.384766
	Iteration 19Q: 3 clusters Score -1500349 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1500358.000000 Penalty: 3056.384766
	Iteration 20F: 3 clusters Score -1500358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1500368.875000 Penalty: 3056.384766
	Iteration 21Q: 3 clusters Score -1500369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1500374.500000 Penalty: 3056.384766
	Iteration 22Q: 3 clusters Score -1500374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1500383.625000 Penalty: 3056.384766
	Iteration 23Q: 3 clusters Score -1500384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1500386.375000 Penalty: 3056.384766
	Iteration 24Q: 3 clusters Score -1500386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1500394.250000 Penalty: 3056.384766
	Iteration 25Q: 3 clusters Score -1500394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1500397.250000 Penalty: 3056.384766
	Iteration 26Q: 3 clusters Score -1500397 nChanged 11
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: -1500400.250000 Penalty: 3056.384766
	Iteration 27Q: 3 clusters Score -1500400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1500402.125000 Penalty: 3056.384766
	Iteration 28Q: 3 clusters Score -1500402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1500404.375000 Penalty: 3056.384766
	Iteration 29Q: 3 clusters Score -1500404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1500407.125000 Penalty: 3056.384766
	Iteration 30Q: 3 clusters Score -1500407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1500408.250000 Penalty: 3056.384766
	Iteration 31Q: 3 clusters Score -1500408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1500408.375000 Penalty: 3056.384766
	Iteration 32Q: 3 clusters Score -1500408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1500408.375000 Penalty: 3056.384766
	Iteration 33F: 3 clusters Score -1500408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Entering Unmasked Estep 
Score: -1720214.250000 Penalty: 1550.764038
	Iteration 0F: 2 clusters Score -1720214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1710483.625000 Penalty: 3101.528076
	Iteration 0F: 3 clusters Score -1710484 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1713691.250000 Penalty: 3101.528076
	Iteration 1F: 3 clusters Score -1713691 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1713959.375000 Penalty: 3101.528076
	Iteration 2F: 3 clusters Score -1713959 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1714207.375000 Penalty: 3101.528076
	Iteration 3Q: 3 clusters Score -1714207 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1714420.875000 Penalty: 3101.528076
	Iteration 4Q: 3 clusters Score -1714421 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1714604.250000 Penalty: 3101.528076
	Iteration 5Q: 3 clusters Score -1714604 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1714785.625000 Penalty: 3101.528076
	Iteration 6Q: 3 clusters Score -1714786 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1714968.625000 Penalty: 3101.528076
	Iteration 7Q: 3 clusters Score -1714969 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1715173.375000 Penalty: 3101.528076
	Iteration 8Q: 3 clusters Score -1715173 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1715410.250000 Penalty: 3101.528076
	Iteration 9Q: 3 clusters Score -1715410 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1715708.375000 Penalty: 3101.528076
	Iteration 10Q: 3 clusters Score -1715708 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1716054.125000 Penalty: 3101.528076
	Iteration 11Q: 3 clusters Score -1716054 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1716452.000000 Penalty: 3101.528076
	Iteration 12Q: 3 clusters Score -1716452 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1716896.000000 Penalty: 3101.528076
	Iteration 13Q: 3 clusters Score -1716896 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1717381.750000 Penalty: 3101.528076
	Iteration 14Q: 3 clusters Score -1717382 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1717771.375000 Penalty: 3101.528076
	Iteration 15Q: 3 clusters Score -1717771 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1718087.875000 Penalty: 3101.528076
	Iteration 16Q: 3 clusters Score -1718088 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1718334.000000 Penalty: 3101.528076
	Iteration 17Q: 3 clusters Score -1718334 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1718479.750000 Penalty: 3101.528076
	Iteration 18Q: 3 clusters Score -1718480 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1718604.125000 Penalty: 3101.528076
	Iteration 19Q: 3 clusters Score -1718604 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1718686.875000 Penalty: 3101.528076
	Iteration 20F: 3 clusters Score -1718687 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1718739.875000 Penalty: 3101.528076
	Iteration 21Q: 3 clusters Score -1718740 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1718783.125000 Penalty: 3101.528076
	Iteration 22Q: 3 clusters Score -1718783 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -1718811.250000 Penalty: 3101.528076
	Iteration 23Q: 3 clusters Score -1718811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1718832.875000 Penalty: 3101.528076
	Iteration 24Q: 3 clusters Score -1718833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1718848.625000 Penalty: 3101.528076
	Iteration 25Q: 3 clusters Score -1718849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1718861.000000 Penalty: 3101.528076
	Iteration 26Q: 3 clusters Score -1718861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -1718874.125000 Penalty: 3101.528076
	Iteration 27Q: 3 clusters Score -1718874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1718883.375000 Penalty: 3101.528076
	Iteration 28Q: 3 clusters Score -1718883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1718888.250000 Penalty: 3101.528076
	Iteration 29Q: 3 clusters Score -1718888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1718893.250000 Penalty: 3101.528076
	Iteration 30Q: 3 clusters Score -1718893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1718894.875000 Penalty: 3101.528076
	Iteration 31Q: 3 clusters Score -1718895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1718902.250000 Penalty: 3101.528076
	Iteration 32Q: 3 clusters Score -1718902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -1718904.375000 Penalty: 3101.528076
	Iteration 33Q: 3 clusters Score -1718904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1718911.500000 Penalty: 3101.528076
	Iteration 34Q: 3 clusters Score -1718912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1718916.125000 Penalty: 3101.528076
	Iteration 35Q: 3 clusters Score -1718916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1718919.625000 Penalty: 3101.528076
	Iteration 36Q: 3 clusters Score -1718920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1718919.875000 Penalty: 3101.528076
	Iteration 37Q: 3 clusters Score -1718920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1718920.625000 Penalty: 3101.528076
	Iteration 38Q: 3 clusters Score -1718921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1718920.625000 Penalty: 3101.528076
	Iteration 39F: 3 clusters Score -1718921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Entering Unmasked Estep 
Score: -1842295.000000 Penalty: 1558.864868
	Iteration 0F: 2 clusters Score -1842295 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 7398 members 
Entering Unmasked Estep 
Score: -1832121.625000 Penalty: 3117.729736
	Iteration 0F: 3 clusters Score -1832122 nChanged 6519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1835633.750000 Penalty: 3117.729736
	Iteration 1F: 3 clusters Score -1835634 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1836005.375000 Penalty: 3117.729736
	Iteration 2F: 3 clusters Score -1836005 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1836495.625000 Penalty: 3117.729736
	Iteration 3F: 3 clusters Score -1836496 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1837209.875000 Penalty: 3117.729736
	Iteration 4F: 3 clusters Score -1837210 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1838080.625000 Penalty: 3117.729736
	Iteration 5F: 3 clusters Score -1838081 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1838851.250000 Penalty: 3117.729736
	Iteration 6F: 3 clusters Score -1838851 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1839426.625000 Penalty: 3117.729736
	Iteration 7F: 3 clusters Score -1839427 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -1839846.625000 Penalty: 3117.729736
	Iteration 8Q: 3 clusters Score -1839847 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1840125.125000 Penalty: 3117.729736
	Iteration 9Q: 3 clusters Score -1840125 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1840301.000000 Penalty: 3117.729736
	Iteration 10Q: 3 clusters Score -1840301 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1840434.500000 Penalty: 3117.729736
	Iteration 11Q: 3 clusters Score -1840434 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1840537.625000 Penalty: 3117.729736
	Iteration 12Q: 3 clusters Score -1840538 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1840625.000000 Penalty: 3117.729736
	Iteration 13Q: 3 clusters Score -1840625 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1840681.375000 Penalty: 3117.729736
	Iteration 14Q: 3 clusters Score -1840681 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1840725.250000 Penalty: 3117.729736
	Iteration 15Q: 3 clusters Score -1840725 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1840767.125000 Penalty: 3117.729736
	Iteration 16Q: 3 clusters Score -1840767 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1840812.625000 Penalty: 3117.729736
	Iteration 17Q: 3 clusters Score -1840813 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1840835.625000 Penalty: 3117.729736
	Iteration 18Q: 3 clusters Score -1840836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1840858.625000 Penalty: 3117.729736
	Iteration 19Q: 3 clusters Score -1840859 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1840876.375000 Penalty: 3117.729736
	Iteration 20F: 3 clusters Score -1840876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1840886.875000 Penalty: 3117.729736
	Iteration 21Q: 3 clusters Score -1840887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1840898.750000 Penalty: 3117.729736
	Iteration 22Q: 3 clusters Score -1840899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1840905.750000 Penalty: 3117.729736
	Iteration 23Q: 3 clusters Score -1840906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1840914.250000 Penalty: 3117.729736
	Iteration 24Q: 3 clusters Score -1840914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1840921.625000 Penalty: 3117.729736
	Iteration 25Q: 3 clusters Score -1840922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1840923.750000 Penalty: 3117.729736
	Iteration 26Q: 3 clusters Score -1840924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1840933.000000 Penalty: 3117.729736
	Iteration 27Q: 3 clusters Score -1840933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1840941.625000 Penalty: 3117.729736
	Iteration 28Q: 3 clusters Score -1840942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1840949.500000 Penalty: 3117.729736
	Iteration 29Q: 3 clusters Score -1840950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1840958.500000 Penalty: 3117.729736
	Iteration 30Q: 3 clusters Score -1840958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1840962.500000 Penalty: 3117.729736
	Iteration 31Q: 3 clusters Score -1840962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1840963.875000 Penalty: 3117.729736
	Iteration 32Q: 3 clusters Score -1840964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1840964.125000 Penalty: 3117.729736
	Iteration 33Q: 3 clusters Score -1840964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1840965.250000 Penalty: 3117.729736
	Iteration 34Q: 3 clusters Score -1840965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1840965.250000 Penalty: 3117.729736
	Iteration 35F: 3 clusters Score -1840965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Entering Unmasked Estep 
Score: -543086.250000 Penalty: 1363.639893
	Iteration 0F: 2 clusters Score -543086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -539514.187500 Penalty: 2727.279785
	Iteration 0F: 3 clusters Score -539514.2 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -540556.812500 Penalty: 2727.279785
	Iteration 1F: 3 clusters Score -540556.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -540772.937500 Penalty: 2727.279785
	Iteration 2F: 3 clusters Score -540772.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -540959.375000 Penalty: 2727.279785
	Iteration 3F: 3 clusters Score -540959.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -541081.000000 Penalty: 2727.279785
	Iteration 4Q: 3 clusters Score -541081 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -541181.937500 Penalty: 2727.279785
	Iteration 5Q: 3 clusters Score -541181.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -541258.750000 Penalty: 2727.279785
	Iteration 6Q: 3 clusters Score -541258.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -541339.312500 Penalty: 2727.279785
	Iteration 7Q: 3 clusters Score -541339.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -541414.750000 Penalty: 2727.279785
	Iteration 8Q: 3 clusters Score -541414.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -541501.062500 Penalty: 2727.279785
	Iteration 9Q: 3 clusters Score -541501.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -541567.562500 Penalty: 2727.279785
	Iteration 10Q: 3 clusters Score -541567.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -541622.000000 Penalty: 2727.279785
	Iteration 11Q: 3 clusters Score -541622 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -541661.187500 Penalty: 2727.279785
	Iteration 12Q: 3 clusters Score -541661.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -541694.437500 Penalty: 2727.279785
	Iteration 13Q: 3 clusters Score -541694.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -541719.625000 Penalty: 2727.279785
	Iteration 14Q: 3 clusters Score -541719.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -541736.562500 Penalty: 2727.279785
	Iteration 15Q: 3 clusters Score -541736.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -541753.625000 Penalty: 2727.279785
	Iteration 16Q: 3 clusters Score -541753.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -541774.312500 Penalty: 2727.279785
	Iteration 17Q: 3 clusters Score -541774.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -541797.062500 Penalty: 2727.279785
	Iteration 18Q: 3 clusters Score -541797.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -541820.000000 Penalty: 2727.279785
	Iteration 19Q: 3 clusters Score -541820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -541833.750000 Penalty: 2727.279785
	Iteration 20F: 3 clusters Score -541833.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -541845.000000 Penalty: 2727.279785
	Iteration 21Q: 3 clusters Score -541845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -541859.187500 Penalty: 2727.279785
	Iteration 22Q: 3 clusters Score -541859.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -541868.875000 Penalty: 2727.279785
	Iteration 23Q: 3 clusters Score -541868.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -541876.687500 Penalty: 2727.279785
	Iteration 24Q: 3 clusters Score -541876.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -541882.000000 Penalty: 2727.279785
	Iteration 25Q: 3 clusters Score -541882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -541887.812500 Penalty: 2727.279785
	Iteration 26Q: 3 clusters Score -541887.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -541891.312500 Penalty: 2727.279785
	Iteration 27Q: 3 clusters Score -541891.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -541897.687500 Penalty: 2727.279785
	Iteration 28Q: 3 clusters Score -541897.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -541901.312500 Penalty: 2727.279785
	Iteration 29Q: 3 clusters Score -541901.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -541904.812500 Penalty: 2727.279785
	Iteration 30Q: 3 clusters Score -541904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -541904.687500 Penalty: 2727.279785
	Iteration 31Q: 3 clusters Score -541904.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -541908.625000 Penalty: 2727.279785
	Iteration 32Q: 3 clusters Score -541908.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -541906.937500 Penalty: 2727.279785
	Iteration 33Q: 3 clusters Score -541906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -541907.687500 Penalty: 2727.279785
	Iteration 34Q: 3 clusters Score -541907.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -541909.437500 Penalty: 2727.279785
	Iteration 35Q: 3 clusters Score -541909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -541910.375000 Penalty: 2727.279785
	Iteration 36Q: 3 clusters Score -541910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -541911.437500 Penalty: 2727.279785
	Iteration 37Q: 3 clusters Score -541911.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -541911.375000 Penalty: 2727.279785
	Iteration 38Q: 3 clusters Score -541911.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -541911.375000 Penalty: 2727.279785
	Iteration 39F: 3 clusters Score -541911.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Entering Unmasked Estep 
Score: -367608.968750 Penalty: 1299.784180
	Iteration 0F: 2 clusters Score -367609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -364908.718750 Penalty: 2599.568359
	Iteration 0F: 3 clusters Score -364908.7 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -365559.718750 Penalty: 2599.568359
	Iteration 1F: 3 clusters Score -365559.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -365707.687500 Penalty: 2599.568359
	Iteration 2F: 3 clusters Score -365707.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -365809.468750 Penalty: 2599.568359
	Iteration 3F: 3 clusters Score -365809.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -365895.281250 Penalty: 2599.568359
	Iteration 4Q: 3 clusters Score -365895.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -365955.843750 Penalty: 2599.568359
	Iteration 5Q: 3 clusters Score -365955.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -366010.812500 Penalty: 2599.568359
	Iteration 6Q: 3 clusters Score -366010.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -366055.812500 Penalty: 2599.568359
	Iteration 7Q: 3 clusters Score -366055.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -366094.125000 Penalty: 2599.568359
	Iteration 8Q: 3 clusters Score -366094.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -366129.843750 Penalty: 2599.568359
	Iteration 9Q: 3 clusters Score -366129.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -366172.718750 Penalty: 2599.568359
	Iteration 10Q: 3 clusters Score -366172.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -366209.906250 Penalty: 2599.568359
	Iteration 11Q: 3 clusters Score -366209.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -366229.187500 Penalty: 2599.568359
	Iteration 12Q: 3 clusters Score -366229.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -366245.218750 Penalty: 2599.568359
	Iteration 13Q: 3 clusters Score -366245.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -366258.875000 Penalty: 2599.568359
	Iteration 14Q: 3 clusters Score -366258.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -366267.843750 Penalty: 2599.568359
	Iteration 15Q: 3 clusters Score -366267.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -366276.656250 Penalty: 2599.568359
	Iteration 16Q: 3 clusters Score -366276.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -366285.156250 Penalty: 2599.568359
	Iteration 17Q: 3 clusters Score -366285.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -366297.375000 Penalty: 2599.568359
	Iteration 18Q: 3 clusters Score -366297.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -366306.593750 Penalty: 2599.568359
	Iteration 19Q: 3 clusters Score -366306.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -366320.062500 Penalty: 2599.568359
	Iteration 20F: 3 clusters Score -366320.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -366328.218750 Penalty: 2599.568359
	Iteration 21Q: 3 clusters Score -366328.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -366336.031250 Penalty: 2599.568359
	Iteration 22Q: 3 clusters Score -366336 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -366344.218750 Penalty: 2599.568359
	Iteration 23Q: 3 clusters Score -366344.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -366352.343750 Penalty: 2599.568359
	Iteration 24Q: 3 clusters Score -366352.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -366356.468750 Penalty: 2599.568359
	Iteration 25Q: 3 clusters Score -366356.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -366359.125000 Penalty: 2599.568359
	Iteration 26Q: 3 clusters Score -366359.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -366361.656250 Penalty: 2599.568359
	Iteration 27Q: 3 clusters Score -366361.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -366364.125000 Penalty: 2599.568359
	Iteration 28Q: 3 clusters Score -366364.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -366365.531250 Penalty: 2599.568359
	Iteration 29Q: 3 clusters Score -366365.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -366368.250000 Penalty: 2599.568359
	Iteration 30Q: 3 clusters Score -366368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -366368.156250 Penalty: 2599.568359
	Iteration 31Q: 3 clusters Score -366368.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -366368.687500 Penalty: 2599.568359
	Iteration 32Q: 3 clusters Score -366368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -366368.781250 Penalty: 2599.568359
	Iteration 33Q: 3 clusters Score -366368.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -366369.781250 Penalty: 2599.568359
	Iteration 34Q: 3 clusters Score -366369.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -366369.531250 Penalty: 2599.568359
	Iteration 35Q: 3 clusters Score -366369.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -366369.531250 Penalty: 2599.568359
	Iteration 36F: 3 clusters Score -366369.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Entering Unmasked Estep 
Score: -376329.937500 Penalty: 1310.042847
	Iteration 0F: 2 clusters Score -376329.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -373563.187500 Penalty: 2620.085693
	Iteration 0F: 3 clusters Score -373563.2 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -374312.000000 Penalty: 2620.085693
	Iteration 1F: 3 clusters Score -374312 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -374686.843750 Penalty: 2620.085693
	Iteration 2F: 3 clusters Score -374686.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -375165.218750 Penalty: 2620.085693
	Iteration 3F: 3 clusters Score -375165.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -375495.968750 Penalty: 2620.085693
	Iteration 4F: 3 clusters Score -375496 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -375698.343750 Penalty: 2620.085693
	Iteration 5F: 3 clusters Score -375698.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -375826.656250 Penalty: 2620.085693
	Iteration 6Q: 3 clusters Score -375826.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -375896.312500 Penalty: 2620.085693
	Iteration 7Q: 3 clusters Score -375896.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -375944.531250 Penalty: 2620.085693
	Iteration 8Q: 3 clusters Score -375944.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -375988.718750 Penalty: 2620.085693
	Iteration 9Q: 3 clusters Score -375988.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -376036.562500 Penalty: 2620.085693
	Iteration 10Q: 3 clusters Score -376036.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -376091.812500 Penalty: 2620.085693
	Iteration 11Q: 3 clusters Score -376091.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -376125.437500 Penalty: 2620.085693
	Iteration 12Q: 3 clusters Score -376125.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -376146.093750 Penalty: 2620.085693
	Iteration 13Q: 3 clusters Score -376146.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -376160.906250 Penalty: 2620.085693
	Iteration 14Q: 3 clusters Score -376160.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -376175.156250 Penalty: 2620.085693
	Iteration 15Q: 3 clusters Score -376175.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -376183.500000 Penalty: 2620.085693
	Iteration 16Q: 3 clusters Score -376183.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -376192.562500 Penalty: 2620.085693
	Iteration 17Q: 3 clusters Score -376192.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -376200.250000 Penalty: 2620.085693
	Iteration 18Q: 3 clusters Score -376200.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -376204.968750 Penalty: 2620.085693
	Iteration 19Q: 3 clusters Score -376205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -376207.468750 Penalty: 2620.085693
	Iteration 20F: 3 clusters Score -376207.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -376210.468750 Penalty: 2620.085693
	Iteration 21Q: 3 clusters Score -376210.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -376213.156250 Penalty: 2620.085693
	Iteration 22Q: 3 clusters Score -376213.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -376215.437500 Penalty: 2620.085693
	Iteration 23Q: 3 clusters Score -376215.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -376216.093750 Penalty: 2620.085693
	Iteration 24Q: 3 clusters Score -376216.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -376216.562500 Penalty: 2620.085693
	Iteration 25Q: 3 clusters Score -376216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -376216.562500 Penalty: 2620.085693
	Iteration 26F: 3 clusters Score -376216.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -507533.093750 Penalty: 1355.168823
	Iteration 0F: 2 clusters Score -507533.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -504093.187500 Penalty: 2710.337646
	Iteration 0F: 3 clusters Score -504093.2 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -505082.187500 Penalty: 2710.337646
	Iteration 1F: 3 clusters Score -505082.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -505297.343750 Penalty: 2710.337646
	Iteration 2F: 3 clusters Score -505297.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -505449.812500 Penalty: 2710.337646
	Iteration 3F: 3 clusters Score -505449.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -505571.687500 Penalty: 2710.337646
	Iteration 4Q: 3 clusters Score -505571.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -505680.375000 Penalty: 2710.337646
	Iteration 5Q: 3 clusters Score -505680.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -505790.312500 Penalty: 2710.337646
	Iteration 6Q: 3 clusters Score -505790.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -505876.125000 Penalty: 2710.337646
	Iteration 7Q: 3 clusters Score -505876.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -505935.812500 Penalty: 2710.337646
	Iteration 8Q: 3 clusters Score -505935.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -505981.843750 Penalty: 2710.337646
	Iteration 9Q: 3 clusters Score -505981.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -506009.937500 Penalty: 2710.337646
	Iteration 10Q: 3 clusters Score -506009.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -506029.656250 Penalty: 2710.337646
	Iteration 11Q: 3 clusters Score -506029.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -506048.875000 Penalty: 2710.337646
	Iteration 12Q: 3 clusters Score -506048.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -506058.812500 Penalty: 2710.337646
	Iteration 13Q: 3 clusters Score -506058.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -506062.937500 Penalty: 2710.337646
	Iteration 14Q: 3 clusters Score -506062.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -506065.250000 Penalty: 2710.337646
	Iteration 15Q: 3 clusters Score -506065.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -506070.000000 Penalty: 2710.337646
	Iteration 16Q: 3 clusters Score -506070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -506075.125000 Penalty: 2710.337646
	Iteration 17Q: 3 clusters Score -506075.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -506082.031250 Penalty: 2710.337646
	Iteration 18Q: 3 clusters Score -506082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -506088.437500 Penalty: 2710.337646
	Iteration 19Q: 3 clusters Score -506088.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -506091.562500 Penalty: 2710.337646
	Iteration 20F: 3 clusters Score -506091.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -506096.093750 Penalty: 2710.337646
	Iteration 21Q: 3 clusters Score -506096.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -506098.750000 Penalty: 2710.337646
	Iteration 22Q: 3 clusters Score -506098.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -506101.812500 Penalty: 2710.337646
	Iteration 23Q: 3 clusters Score -506101.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -506104.000000 Penalty: 2710.337646
	Iteration 24Q: 3 clusters Score -506104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -506107.375000 Penalty: 2710.337646
	Iteration 25Q: 3 clusters Score -506107.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -506111.187500 Penalty: 2710.337646
	Iteration 26Q: 3 clusters Score -506111.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -506114.218750 Penalty: 2710.337646
	Iteration 27Q: 3 clusters Score -506114.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -506116.500000 Penalty: 2710.337646
	Iteration 28Q: 3 clusters Score -506116.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -506118.625000 Penalty: 2710.337646
	Iteration 29Q: 3 clusters Score -506118.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -506119.406250 Penalty: 2710.337646
	Iteration 30Q: 3 clusters Score -506119.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -506121.812500 Penalty: 2710.337646
	Iteration 31Q: 3 clusters Score -506121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -506123.343750 Penalty: 2710.337646
	Iteration 32Q: 3 clusters Score -506123.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -506124.375000 Penalty: 2710.337646
	Iteration 33Q: 3 clusters Score -506124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -506126.281250 Penalty: 2710.337646
	Iteration 34Q: 3 clusters Score -506126.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -506126.125000 Penalty: 2710.337646
	Iteration 35Q: 3 clusters Score -506126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -506126.593750 Penalty: 2710.337646
	Iteration 36Q: 3 clusters Score -506126.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -506127.250000 Penalty: 2710.337646
	Iteration 37Q: 3 clusters Score -506127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -506127.968750 Penalty: 2710.337646
	Iteration 38Q: 3 clusters Score -506128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -506128.343750 Penalty: 2710.337646
	Iteration 39Q: 3 clusters Score -506128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -506129.187500 Penalty: 2710.337646
	Iteration 40F: 3 clusters Score -506129.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -506129.093750 Penalty: 2710.337646
	Iteration 41Q: 3 clusters Score -506129.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -506129.093750 Penalty: 2710.337646
	Iteration 42F: 3 clusters Score -506129.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Entering Unmasked Estep 
Score: -1498387.250000 Penalty: 1541.191162
	Iteration 0F: 2 clusters Score -1498387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1489200.750000 Penalty: 3082.382324
	Iteration 0F: 3 clusters Score -1489201 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1492536.375000 Penalty: 3082.382324
	Iteration 1F: 3 clusters Score -1492536 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1493014.250000 Penalty: 3082.382324
	Iteration 2F: 3 clusters Score -1493014 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1493440.250000 Penalty: 3082.382324
	Iteration 3F: 3 clusters Score -1493440 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1493822.875000 Penalty: 3082.382324
	Iteration 4F: 3 clusters Score -1493823 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1494180.125000 Penalty: 3082.382324
	Iteration 5F: 3 clusters Score -1494180 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1494474.500000 Penalty: 3082.382324
	Iteration 6Q: 3 clusters Score -1494474 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1494737.750000 Penalty: 3082.382324
	Iteration 7Q: 3 clusters Score -1494738 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1494985.500000 Penalty: 3082.382324
	Iteration 8Q: 3 clusters Score -1494986 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1495217.750000 Penalty: 3082.382324
	Iteration 9Q: 3 clusters Score -1495218 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1495452.250000 Penalty: 3082.382324
	Iteration 10Q: 3 clusters Score -1495452 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1495646.125000 Penalty: 3082.382324
	Iteration 11Q: 3 clusters Score -1495646 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1495785.375000 Penalty: 3082.382324
	Iteration 12Q: 3 clusters Score -1495785 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1495915.625000 Penalty: 3082.382324
	Iteration 13Q: 3 clusters Score -1495916 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1496008.625000 Penalty: 3082.382324
	Iteration 14Q: 3 clusters Score -1496009 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1496116.625000 Penalty: 3082.382324
	Iteration 15Q: 3 clusters Score -1496117 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1496214.125000 Penalty: 3082.382324
	Iteration 16Q: 3 clusters Score -1496214 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1496319.750000 Penalty: 3082.382324
	Iteration 17Q: 3 clusters Score -1496320 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1496416.500000 Penalty: 3082.382324
	Iteration 18Q: 3 clusters Score -1496416 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1496519.500000 Penalty: 3082.382324
	Iteration 19Q: 3 clusters Score -1496520 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1496624.875000 Penalty: 3082.382324
	Iteration 20F: 3 clusters Score -1496625 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1496731.750000 Penalty: 3082.382324
	Iteration 21Q: 3 clusters Score -1496732 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1496846.500000 Penalty: 3082.382324
	Iteration 22Q: 3 clusters Score -1496846 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1496951.375000 Penalty: 3082.382324
	Iteration 23Q: 3 clusters Score -1496951 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -1497058.000000 Penalty: 3082.382324
	Iteration 24Q: 3 clusters Score -1497058 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1497135.250000 Penalty: 3082.382324
	Iteration 25Q: 3 clusters Score -1497135 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1497197.125000 Penalty: 3082.382324
	Iteration 26Q: 3 clusters Score -1497197 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1497254.000000 Penalty: 3082.382324
	Iteration 27Q: 3 clusters Score -1497254 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1497294.500000 Penalty: 3082.382324
	Iteration 28Q: 3 clusters Score -1497294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1497336.375000 Penalty: 3082.382324
	Iteration 29Q: 3 clusters Score -1497336 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1497365.000000 Penalty: 3082.382324
	Iteration 30Q: 3 clusters Score -1497365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1497384.000000 Penalty: 3082.382324
	Iteration 31Q: 3 clusters Score -1497384 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1497398.125000 Penalty: 3082.382324
	Iteration 32Q: 3 clusters Score -1497398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -1497411.375000 Penalty: 3082.382324
	Iteration 33Q: 3 clusters Score -1497411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1497421.000000 Penalty: 3082.382324
	Iteration 34Q: 3 clusters Score -1497421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1497429.375000 Penalty: 3082.382324
	Iteration 35Q: 3 clusters Score -1497429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1497434.125000 Penalty: 3082.382324
	Iteration 36Q: 3 clusters Score -1497434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1497440.250000 Penalty: 3082.382324
	Iteration 37Q: 3 clusters Score -1497440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1497441.625000 Penalty: 3082.382324
	Iteration 38Q: 3 clusters Score -1497442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1497444.750000 Penalty: 3082.382324
	Iteration 39Q: 3 clusters Score -1497445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1497444.750000 Penalty: 3082.382324
	Iteration 40F: 3 clusters Score -1497445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1497445.375000 Penalty: 3082.382324
	Iteration 41Q: 3 clusters Score -1497445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1497445.500000 Penalty: 3082.382324
	Iteration 42Q: 3 clusters Score -1497446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1497445.500000 Penalty: 3082.382324
	Iteration 43F: 3 clusters Score -1497446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Entering Unmasked Estep 
Score: -1069271.750000 Penalty: 1476.368408
	Iteration 0F: 2 clusters Score -1069272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1062877.000000 Penalty: 2952.736816
	Iteration 0F: 3 clusters Score -1062877 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1064810.625000 Penalty: 2952.736816
	Iteration 1F: 3 clusters Score -1064811 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1065075.375000 Penalty: 2952.736816
	Iteration 2F: 3 clusters Score -1065075 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1065387.250000 Penalty: 2952.736816
	Iteration 3F: 3 clusters Score -1065387 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1065926.750000 Penalty: 2952.736816
	Iteration 4F: 3 clusters Score -1065927 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1066629.000000 Penalty: 2952.736816
	Iteration 5F: 3 clusters Score -1066629 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1067296.500000 Penalty: 2952.736816
	Iteration 6F: 3 clusters Score -1067296 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1067807.000000 Penalty: 2952.736816
	Iteration 7F: 3 clusters Score -1067807 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1068119.875000 Penalty: 2952.736816
	Iteration 8F: 3 clusters Score -1068120 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1068363.375000 Penalty: 2952.736816
	Iteration 9Q: 3 clusters Score -1068363 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1068524.750000 Penalty: 2952.736816
	Iteration 10Q: 3 clusters Score -1068525 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1068623.625000 Penalty: 2952.736816
	Iteration 11Q: 3 clusters Score -1068624 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1068660.125000 Penalty: 2952.736816
	Iteration 12Q: 3 clusters Score -1068660 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1068691.625000 Penalty: 2952.736816
	Iteration 13Q: 3 clusters Score -1068692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1068713.500000 Penalty: 2952.736816
	Iteration 14Q: 3 clusters Score -1068714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1068736.750000 Penalty: 2952.736816
	Iteration 15Q: 3 clusters Score -1068737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1068763.375000 Penalty: 2952.736816
	Iteration 16Q: 3 clusters Score -1068763 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1068779.625000 Penalty: 2952.736816
	Iteration 17Q: 3 clusters Score -1068780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1068798.875000 Penalty: 2952.736816
	Iteration 18Q: 3 clusters Score -1068799 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1068816.625000 Penalty: 2952.736816
	Iteration 19Q: 3 clusters Score -1068817 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1068826.375000 Penalty: 2952.736816
	Iteration 20F: 3 clusters Score -1068826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1068836.375000 Penalty: 2952.736816
	Iteration 21Q: 3 clusters Score -1068836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1068845.750000 Penalty: 2952.736816
	Iteration 22Q: 3 clusters Score -1068846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1068856.000000 Penalty: 2952.736816
	Iteration 23Q: 3 clusters Score -1068856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1068860.875000 Penalty: 2952.736816
	Iteration 24Q: 3 clusters Score -1068861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1068864.750000 Penalty: 2952.736816
	Iteration 25Q: 3 clusters Score -1068865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1068866.625000 Penalty: 2952.736816
	Iteration 26Q: 3 clusters Score -1068867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1068868.125000 Penalty: 2952.736816
	Iteration 27Q: 3 clusters Score -1068868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1068867.875000 Penalty: 2952.736816
	Iteration 28Q: 3 clusters Score -1068868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1068868.250000 Penalty: 2952.736816
	Iteration 29Q: 3 clusters Score -1068868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1068868.250000 Penalty: 2952.736816
	Iteration 30F: 3 clusters Score -1068868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Entering Unmasked Estep 
Score: -415955.406250 Penalty: 1320.222656
	Iteration 0F: 2 clusters Score -415955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -413038.968750 Penalty: 2640.445312
	Iteration 0F: 3 clusters Score -413039 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -413814.531250 Penalty: 2640.445312
	Iteration 1F: 3 clusters Score -413814.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -414000.500000 Penalty: 2640.445312
	Iteration 2F: 3 clusters Score -414000.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -414114.437500 Penalty: 2640.445312
	Iteration 3F: 3 clusters Score -414114.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -414195.500000 Penalty: 2640.445312
	Iteration 4Q: 3 clusters Score -414195.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -414252.093750 Penalty: 2640.445312
	Iteration 5Q: 3 clusters Score -414252.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -414298.156250 Penalty: 2640.445312
	Iteration 6Q: 3 clusters Score -414298.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -414348.312500 Penalty: 2640.445312
	Iteration 7Q: 3 clusters Score -414348.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -414386.218750 Penalty: 2640.445312
	Iteration 8Q: 3 clusters Score -414386.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -414415.968750 Penalty: 2640.445312
	Iteration 9Q: 3 clusters Score -414416 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -414447.156250 Penalty: 2640.445312
	Iteration 10Q: 3 clusters Score -414447.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -414480.437500 Penalty: 2640.445312
	Iteration 11Q: 3 clusters Score -414480.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -414511.843750 Penalty: 2640.445312
	Iteration 12Q: 3 clusters Score -414511.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -414548.406250 Penalty: 2640.445312
	Iteration 13Q: 3 clusters Score -414548.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -414583.812500 Penalty: 2640.445312
	Iteration 14Q: 3 clusters Score -414583.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -414627.125000 Penalty: 2640.445312
	Iteration 15Q: 3 clusters Score -414627.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -414667.906250 Penalty: 2640.445312
	Iteration 16Q: 3 clusters Score -414667.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -414712.468750 Penalty: 2640.445312
	Iteration 17Q: 3 clusters Score -414712.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -414755.312500 Penalty: 2640.445312
	Iteration 18Q: 3 clusters Score -414755.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -414798.000000 Penalty: 2640.445312
	Iteration 19Q: 3 clusters Score -414798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -414830.437500 Penalty: 2640.445312
	Iteration 20F: 3 clusters Score -414830.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -414858.000000 Penalty: 2640.445312
	Iteration 21Q: 3 clusters Score -414858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -414881.156250 Penalty: 2640.445312
	Iteration 22Q: 3 clusters Score -414881.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -414913.468750 Penalty: 2640.445312
	Iteration 23Q: 3 clusters Score -414913.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -414946.687500 Penalty: 2640.445312
	Iteration 24Q: 3 clusters Score -414946.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -414990.093750 Penalty: 2640.445312
	Iteration 25Q: 3 clusters Score -414990.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -415034.906250 Penalty: 2640.445312
	Iteration 26Q: 3 clusters Score -415034.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -415078.750000 Penalty: 2640.445312
	Iteration 27Q: 3 clusters Score -415078.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -415125.281250 Penalty: 2640.445312
	Iteration 28Q: 3 clusters Score -415125.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -415170.968750 Penalty: 2640.445312
	Iteration 29Q: 3 clusters Score -415171 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -415261.781250 Penalty: 2640.445312
	Iteration 30Q: 3 clusters Score -415261.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -415383.093750 Penalty: 2640.445312
	Iteration 31Q: 3 clusters Score -415383.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -415514.125000 Penalty: 2640.445312
	Iteration 32Q: 3 clusters Score -415514.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -415639.187500 Penalty: 2640.445312
	Iteration 33Q: 3 clusters Score -415639.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -415748.437500 Penalty: 2640.445312
	Iteration 34Q: 3 clusters Score -415748.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -415843.500000 Penalty: 2640.445312
	Iteration 35Q: 3 clusters Score -415843.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -415895.531250 Penalty: 2640.445312
	Iteration 36Q: 3 clusters Score -415895.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -415922.437500 Penalty: 2640.445312
	Iteration 37Q: 3 clusters Score -415922.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -415933.750000 Penalty: 2640.445312
	Iteration 38Q: 3 clusters Score -415933.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -415941.093750 Penalty: 2640.445312
	Iteration 39Q: 3 clusters Score -415941.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -415946.593750 Penalty: 2640.445312
	Iteration 40F: 3 clusters Score -415946.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -415952.281250 Penalty: 2640.445312
	Iteration 41Q: 3 clusters Score -415952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -415953.062500 Penalty: 2640.445312
	Iteration 42Q: 3 clusters Score -415953.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -415953.187500 Penalty: 2640.445312
	Iteration 43Q: 3 clusters Score -415953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -415953.343750 Penalty: 2640.445312
	Iteration 44Q: 3 clusters Score -415953.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -415953.343750 Penalty: 2640.445312
	Iteration 45F: 3 clusters Score -415953.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Entering Unmasked Estep 
Score: -1048666.125000 Penalty: 1468.907959
	Iteration 0F: 2 clusters Score -1048666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1042468.062500 Penalty: 2937.815918
	Iteration 0F: 3 clusters Score -1042468 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1044367.187500 Penalty: 2937.815918
	Iteration 1F: 3 clusters Score -1044367 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1044576.250000 Penalty: 2937.815918
	Iteration 2F: 3 clusters Score -1044576 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1044728.687500 Penalty: 2937.815918
	Iteration 3Q: 3 clusters Score -1044729 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1044867.625000 Penalty: 2937.815918
	Iteration 4Q: 3 clusters Score -1044868 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1044987.687500 Penalty: 2937.815918
	Iteration 5Q: 3 clusters Score -1044988 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1045103.437500 Penalty: 2937.815918
	Iteration 6Q: 3 clusters Score -1045103 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1045240.500000 Penalty: 2937.815918
	Iteration 7Q: 3 clusters Score -1045240 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1045410.250000 Penalty: 2937.815918
	Iteration 8Q: 3 clusters Score -1045410 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1045603.062500 Penalty: 2937.815918
	Iteration 9Q: 3 clusters Score -1045603 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1045851.500000 Penalty: 2937.815918
	Iteration 10Q: 3 clusters Score -1045852 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1046122.375000 Penalty: 2937.815918
	Iteration 11Q: 3 clusters Score -1046122 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1046386.562500 Penalty: 2937.815918
	Iteration 12Q: 3 clusters Score -1046387 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1046649.750000 Penalty: 2937.815918
	Iteration 13Q: 3 clusters Score -1046650 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1046852.687500 Penalty: 2937.815918
	Iteration 14Q: 3 clusters Score -1046853 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1047017.875000 Penalty: 2937.815918
	Iteration 15Q: 3 clusters Score -1047018 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1047147.250000 Penalty: 2937.815918
	Iteration 16Q: 3 clusters Score -1047147 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1047239.375000 Penalty: 2937.815918
	Iteration 17Q: 3 clusters Score -1047239 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1047302.187500 Penalty: 2937.815918
	Iteration 18Q: 3 clusters Score -1047302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1047333.187500 Penalty: 2937.815918
	Iteration 19Q: 3 clusters Score -1047333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1047348.500000 Penalty: 2937.815918
	Iteration 20F: 3 clusters Score -1047348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1047359.250000 Penalty: 2937.815918
	Iteration 21Q: 3 clusters Score -1047359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1047364.250000 Penalty: 2937.815918
	Iteration 22Q: 3 clusters Score -1047364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1047372.812500 Penalty: 2937.815918
	Iteration 23Q: 3 clusters Score -1047373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1047375.250000 Penalty: 2937.815918
	Iteration 24Q: 3 clusters Score -1047375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1047376.125000 Penalty: 2937.815918
	Iteration 25Q: 3 clusters Score -1047376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1047376.812500 Penalty: 2937.815918
	Iteration 26Q: 3 clusters Score -1047377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1047377.812500 Penalty: 2937.815918
	Iteration 27Q: 3 clusters Score -1047378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1047381.000000 Penalty: 2937.815918
	Iteration 28Q: 3 clusters Score -1047381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1047385.000000 Penalty: 2937.815918
	Iteration 29Q: 3 clusters Score -1047385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1047386.875000 Penalty: 2937.815918
	Iteration 30Q: 3 clusters Score -1047387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1047389.687500 Penalty: 2937.815918
	Iteration 31Q: 3 clusters Score -1047390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1047389.687500 Penalty: 2937.815918
	Iteration 32F: 3 clusters Score -1047390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Entering Unmasked Estep 
Score: -364904.218750 Penalty: 1300.328979
	Iteration 0F: 2 clusters Score -364904.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -362197.843750 Penalty: 2600.657959
	Iteration 0F: 3 clusters Score -362197.8 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -362820.500000 Penalty: 2600.657959
	Iteration 1F: 3 clusters Score -362820.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -362975.593750 Penalty: 2600.657959
	Iteration 2F: 3 clusters Score -362975.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -363074.906250 Penalty: 2600.657959
	Iteration 3F: 3 clusters Score -363074.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -363161.218750 Penalty: 2600.657959
	Iteration 4Q: 3 clusters Score -363161.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -363241.343750 Penalty: 2600.657959
	Iteration 5Q: 3 clusters Score -363241.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -363319.281250 Penalty: 2600.657959
	Iteration 6Q: 3 clusters Score -363319.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -363404.468750 Penalty: 2600.657959
	Iteration 7Q: 3 clusters Score -363404.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -363485.531250 Penalty: 2600.657959
	Iteration 8Q: 3 clusters Score -363485.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -363553.562500 Penalty: 2600.657959
	Iteration 9Q: 3 clusters Score -363553.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -363614.125000 Penalty: 2600.657959
	Iteration 10Q: 3 clusters Score -363614.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -363663.250000 Penalty: 2600.657959
	Iteration 11Q: 3 clusters Score -363663.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -363708.062500 Penalty: 2600.657959
	Iteration 12Q: 3 clusters Score -363708.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -363740.468750 Penalty: 2600.657959
	Iteration 13Q: 3 clusters Score -363740.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -363771.031250 Penalty: 2600.657959
	Iteration 14Q: 3 clusters Score -363771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -363784.062500 Penalty: 2600.657959
	Iteration 15Q: 3 clusters Score -363784.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -363796.500000 Penalty: 2600.657959
	Iteration 16Q: 3 clusters Score -363796.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -363805.968750 Penalty: 2600.657959
	Iteration 17Q: 3 clusters Score -363806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -363816.218750 Penalty: 2600.657959
	Iteration 18Q: 3 clusters Score -363816.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -363822.968750 Penalty: 2600.657959
	Iteration 19Q: 3 clusters Score -363823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -363827.500000 Penalty: 2600.657959
	Iteration 20F: 3 clusters Score -363827.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -363834.656250 Penalty: 2600.657959
	Iteration 21Q: 3 clusters Score -363834.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -363843.937500 Penalty: 2600.657959
	Iteration 22Q: 3 clusters Score -363843.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -363848.906250 Penalty: 2600.657959
	Iteration 23Q: 3 clusters Score -363848.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -363854.718750 Penalty: 2600.657959
	Iteration 24Q: 3 clusters Score -363854.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -363857.093750 Penalty: 2600.657959
	Iteration 25Q: 3 clusters Score -363857.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -363860.312500 Penalty: 2600.657959
	Iteration 26Q: 3 clusters Score -363860.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -363862.375000 Penalty: 2600.657959
	Iteration 27Q: 3 clusters Score -363862.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -363864.656250 Penalty: 2600.657959
	Iteration 28Q: 3 clusters Score -363864.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -363866.562500 Penalty: 2600.657959
	Iteration 29Q: 3 clusters Score -363866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -363868.031250 Penalty: 2600.657959
	Iteration 30Q: 3 clusters Score -363868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -363868.718750 Penalty: 2600.657959
	Iteration 31Q: 3 clusters Score -363868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -363868.750000 Penalty: 2600.657959
	Iteration 32Q: 3 clusters Score -363868.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -363869.812500 Penalty: 2600.657959
	Iteration 33Q: 3 clusters Score -363869.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -363871.750000 Penalty: 2600.657959
	Iteration 34Q: 3 clusters Score -363871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -363873.062500 Penalty: 2600.657959
	Iteration 35Q: 3 clusters Score -363873.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -363874.343750 Penalty: 2600.657959
	Iteration 36Q: 3 clusters Score -363874.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -363875.875000 Penalty: 2600.657959
	Iteration 37Q: 3 clusters Score -363875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -363876.718750 Penalty: 2600.657959
	Iteration 38Q: 3 clusters Score -363876.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -363876.718750 Penalty: 2600.657959
	Iteration 39F: 3 clusters Score -363876.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Entering Unmasked Estep 
Score: -197872.968750 Penalty: 1198.377197
	Iteration 0F: 2 clusters Score -197873 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 796 members 
Entering Unmasked Estep 
Score: -196030.078125 Penalty: 2396.754395
	Iteration 0F: 3 clusters Score -196030.1 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -196371.515625 Penalty: 2396.754395
	Iteration 1F: 3 clusters Score -196371.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -196470.000000 Penalty: 2396.754395
	Iteration 2F: 3 clusters Score -196470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -196542.562500 Penalty: 2396.754395
	Iteration 3Q: 3 clusters Score -196542.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -196624.500000 Penalty: 2396.754395
	Iteration 4Q: 3 clusters Score -196624.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -196720.796875 Penalty: 2396.754395
	Iteration 5Q: 3 clusters Score -196720.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -196823.015625 Penalty: 2396.754395
	Iteration 6F: 3 clusters Score -196823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -196917.890625 Penalty: 2396.754395
	Iteration 7Q: 3 clusters Score -196917.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -197001.187500 Penalty: 2396.754395
	Iteration 8Q: 3 clusters Score -197001.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -197100.296875 Penalty: 2396.754395
	Iteration 9Q: 3 clusters Score -197100.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -197158.281250 Penalty: 2396.754395
	Iteration 10Q: 3 clusters Score -197158.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -197205.390625 Penalty: 2396.754395
	Iteration 11Q: 3 clusters Score -197205.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -197228.843750 Penalty: 2396.754395
	Iteration 12Q: 3 clusters Score -197228.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -197249.921875 Penalty: 2396.754395
	Iteration 13Q: 3 clusters Score -197249.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -197266.203125 Penalty: 2396.754395
	Iteration 14Q: 3 clusters Score -197266.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -197279.640625 Penalty: 2396.754395
	Iteration 15Q: 3 clusters Score -197279.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -197287.546875 Penalty: 2396.754395
	Iteration 16Q: 3 clusters Score -197287.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -197296.593750 Penalty: 2396.754395
	Iteration 17Q: 3 clusters Score -197296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -197300.562500 Penalty: 2396.754395
	Iteration 18Q: 3 clusters Score -197300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -197302.312500 Penalty: 2396.754395
	Iteration 19Q: 3 clusters Score -197302.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -197304.781250 Penalty: 2396.754395
	Iteration 20F: 3 clusters Score -197304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -197307.843750 Penalty: 2396.754395
	Iteration 21Q: 3 clusters Score -197307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -197311.187500 Penalty: 2396.754395
	Iteration 22Q: 3 clusters Score -197311.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -197317.546875 Penalty: 2396.754395
	Iteration 23Q: 3 clusters Score -197317.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -197320.390625 Penalty: 2396.754395
	Iteration 24Q: 3 clusters Score -197320.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -197324.625000 Penalty: 2396.754395
	Iteration 25Q: 3 clusters Score -197324.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -197327.937500 Penalty: 2396.754395
	Iteration 26Q: 3 clusters Score -197327.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -197330.937500 Penalty: 2396.754395
	Iteration 27Q: 3 clusters Score -197330.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -197332.265625 Penalty: 2396.754395
	Iteration 28Q: 3 clusters Score -197332.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -197332.265625 Penalty: 2396.754395
	Iteration 29F: 3 clusters Score -197332.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (28112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Entering Unmasked Estep 
Score: -3500867.250000 Penalty: 1664.642212
	Iteration 0F: 2 clusters Score -3500867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -3481908.500000 Penalty: 3329.284424
	Iteration 0F: 3 clusters Score -3481908 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -3489118.500000 Penalty: 3329.284424
	Iteration 1F: 3 clusters Score -3489118 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3489781.250000 Penalty: 3329.284424
	Iteration 2F: 3 clusters Score -3489781 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3490645.750000 Penalty: 3329.284424
	Iteration 3F: 3 clusters Score -3490646 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -3491735.250000 Penalty: 3329.284424
	Iteration 4F: 3 clusters Score -3491735 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -3492990.000000 Penalty: 3329.284424
	Iteration 5F: 3 clusters Score -3492990 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3494411.750000 Penalty: 3329.284424
	Iteration 6F: 3 clusters Score -3494412 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -3495891.000000 Penalty: 3329.284424
	Iteration 7F: 3 clusters Score -3495891 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -3497116.250000 Penalty: 3329.284424
	Iteration 8F: 3 clusters Score -3497116 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -3498032.750000 Penalty: 3329.284424
	Iteration 9Q: 3 clusters Score -3498033 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3498655.750000 Penalty: 3329.284424
	Iteration 10Q: 3 clusters Score -3498656 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3499012.750000 Penalty: 3329.284424
	Iteration 11Q: 3 clusters Score -3499013 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3499230.000000 Penalty: 3329.284424
	Iteration 12Q: 3 clusters Score -3499230 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3499368.000000 Penalty: 3329.284424
	Iteration 13Q: 3 clusters Score -3499368 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3499444.500000 Penalty: 3329.284424
	Iteration 14Q: 3 clusters Score -3499444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3499504.500000 Penalty: 3329.284424
	Iteration 15Q: 3 clusters Score -3499504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3499545.000000 Penalty: 3329.284424
	Iteration 16Q: 3 clusters Score -3499545 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3499562.750000 Penalty: 3329.284424
	Iteration 17Q: 3 clusters Score -3499563 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3499584.750000 Penalty: 3329.284424
	Iteration 18Q: 3 clusters Score -3499585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3499597.250000 Penalty: 3329.284424
	Iteration 19Q: 3 clusters Score -3499597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3499615.000000 Penalty: 3329.284424
	Iteration 20F: 3 clusters Score -3499615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3499628.250000 Penalty: 3329.284424
	Iteration 21Q: 3 clusters Score -3499628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3499645.750000 Penalty: 3329.284424
	Iteration 22Q: 3 clusters Score -3499646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3499649.750000 Penalty: 3329.284424
	Iteration 23Q: 3 clusters Score -3499650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3499658.500000 Penalty: 3329.284424
	Iteration 24Q: 3 clusters Score -3499658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3499656.750000 Penalty: 3329.284424
	Iteration 25Q: 3 clusters Score -3499657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3499657.000000 Penalty: 3329.284424
	Iteration 26Q: 3 clusters Score -3499657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3499657.750000 Penalty: 3329.284424
	Iteration 27Q: 3 clusters Score -3499658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3499657.750000 Penalty: 3329.284424
	Iteration 28Q: 3 clusters Score -3499658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -3499657.750000 Penalty: 3329.284424
	Iteration 29F: 3 clusters Score -3499658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Entering Unmasked Estep 
Score: -67452.421875 Penalty: 1032.018921
	Iteration 0F: 2 clusters Score -67452.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66333.632812 Penalty: 2064.037842
	Iteration 0F: 3 clusters Score -66333.63 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -66515.226562 Penalty: 2064.037842
	Iteration 1F: 3 clusters Score -66515.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -66576.773438 Penalty: 2064.037842
	Iteration 2F: 3 clusters Score -66576.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66629.000000 Penalty: 2064.037842
	Iteration 3Q: 3 clusters Score -66629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66651.156250 Penalty: 2064.037842
	Iteration 4Q: 3 clusters Score -66651.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66662.250000 Penalty: 2064.037842
	Iteration 5Q: 3 clusters Score -66662.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66670.296875 Penalty: 2064.037842
	Iteration 6Q: 3 clusters Score -66670.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66677.859375 Penalty: 2064.037842
	Iteration 7Q: 3 clusters Score -66677.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66680.914062 Penalty: 2064.037842
	Iteration 8Q: 3 clusters Score -66680.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66685.515625 Penalty: 2064.037842
	Iteration 9Q: 3 clusters Score -66685.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66693.210938 Penalty: 2064.037842
	Iteration 10Q: 3 clusters Score -66693.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66695.671875 Penalty: 2064.037842
	Iteration 11Q: 3 clusters Score -66695.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66699.039062 Penalty: 2064.037842
	Iteration 12Q: 3 clusters Score -66699.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -66703.851562 Penalty: 2064.037842
	Iteration 13Q: 3 clusters Score -66703.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66704.968750 Penalty: 2064.037842
	Iteration 14Q: 3 clusters Score -66704.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66706.171875 Penalty: 2064.037842
	Iteration 15Q: 3 clusters Score -66706.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -66706.171875 Penalty: 2064.037842
	Iteration 16F: 3 clusters Score -66706.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Entering Unmasked Estep 
Score: -115873.476562 Penalty: 1116.214844
	Iteration 0F: 2 clusters Score -115873.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -114489.484375 Penalty: 2232.429688
	Iteration 0F: 3 clusters Score -114489.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -114784.140625 Penalty: 2232.429688
	Iteration 1F: 3 clusters Score -114784.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -114842.187500 Penalty: 2232.429688
	Iteration 2F: 3 clusters Score -114842.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -114864.976562 Penalty: 2232.429688
	Iteration 3Q: 3 clusters Score -114865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -114886.218750 Penalty: 2232.429688
	Iteration 4Q: 3 clusters Score -114886.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -114897.960938 Penalty: 2232.429688
	Iteration 5Q: 3 clusters Score -114898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -114903.359375 Penalty: 2232.429688
	Iteration 6Q: 3 clusters Score -114903.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -114911.687500 Penalty: 2232.429688
	Iteration 7Q: 3 clusters Score -114911.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -114913.156250 Penalty: 2232.429688
	Iteration 8Q: 3 clusters Score -114913.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -114915.320312 Penalty: 2232.429688
	Iteration 9Q: 3 clusters Score -114915.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -114917.265625 Penalty: 2232.429688
	Iteration 10Q: 3 clusters Score -114917.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -114924.242188 Penalty: 2232.429688
	Iteration 11Q: 3 clusters Score -114924.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -114926.656250 Penalty: 2232.429688
	Iteration 12Q: 3 clusters Score -114926.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -114928.937500 Penalty: 2232.429688
	Iteration 13Q: 3 clusters Score -114928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -114929.906250 Penalty: 2232.429688
	Iteration 14Q: 3 clusters Score -114929.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -114930.343750 Penalty: 2232.429688
	Iteration 15Q: 3 clusters Score -114930.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -114930.906250 Penalty: 2232.429688
	Iteration 16Q: 3 clusters Score -114930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -114931.242188 Penalty: 2232.429688
	Iteration 17Q: 3 clusters Score -114931.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -114931.242188 Penalty: 2232.429688
	Iteration 18F: 3 clusters Score -114931.2 nChanged 0
--- Evaluating fit on full set of 1206035 points ---
Entering Unmasked Estep 
Score: -144936304.000000 Penalty: 75090.273438
20->34 Clusters: Score -144936304.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 402011 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 19957 members 
Mstep: Class 3 contains 20170 members 
Mstep: Class 4 contains 20156 members 
Mstep: Class 5 contains 20230 members 
Mstep: Class 6 contains 20147 members 
Mstep: Class 7 contains 20203 members 
Mstep: Class 8 contains 20014 members 
Mstep: Class 9 contains 20070 members 
Mstep: Class 10 contains 20123 members 
Mstep: Class 11 contains 20132 members 
Mstep: Class 12 contains 20122 members 
Mstep: Class 13 contains 20188 members 
Mstep: Class 14 contains 20120 members 
Mstep: Class 15 contains 20118 members 
Mstep: Class 16 contains 20136 members 
Mstep: Class 17 contains 19970 members 
Mstep: Class 18 contains 20050 members 
Mstep: Class 19 contains 20084 members 
Mstep: Class 20 contains 19983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 605.693237 but Gain 2096.937500
Score: -45990412.000000 Penalty: 39841.824219
Iteration 0F: 20 clusters Score -4.599041e+07 nChanged 379213
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 17253 members 
Mstep: Class 3 contains 30590 members 
Mstep: Class 4 contains 22508 members 
Mstep: Class 5 contains 16643 members 
Mstep: Class 6 contains 58056 members 
Mstep: Class 7 contains 34803 members 
Mstep: Class 8 contains 19337 members 
Mstep: Class 9 contains 12575 members 
Mstep: Class 10 contains 12104 members 
Mstep: Class 11 contains 38020 members 
Mstep: Class 12 contains 7682 members 
Mstep: Class 13 contains 20088 members 
Mstep: Class 14 contains 15644 members 
Mstep: Class 15 contains 16735 members 
Mstep: Class 16 contains 14181 members 
Mstep: Class 17 contains 28566 members 
Mstep: Class 18 contains 12424 members 
Mstep: Class 19 contains 10606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47280348.000000 Penalty: 39841.824219
Iteration 1F: 20 clusters Score -4.728035e+07 nChanged 162626
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10687 members 
Mstep: Class 3 contains 26323 members 
Mstep: Class 4 contains 18510 members 
Mstep: Class 5 contains 13680 members 
Mstep: Class 6 contains 87264 members 
Mstep: Class 7 contains 47153 members 
Mstep: Class 8 contains 19750 members 
Mstep: Class 9 contains 11577 members 
Mstep: Class 10 contains 9824 members 
Mstep: Class 11 contains 42578 members 
Mstep: Class 12 contains 4619 members 
Mstep: Class 13 contains 20971 members 
Mstep: Class 14 contains 16397 members 
Mstep: Class 15 contains 11592 members 
Mstep: Class 16 contains 11700 members 
Mstep: Class 17 contains 19367 members 
Mstep: Class 18 contains 10702 members 
Mstep: Class 19 contains 8788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47650320.000000 Penalty: 39841.824219
Iteration 2F: 20 clusters Score -4.765032e+07 nChanged 109780
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 6270 members 
Mstep: Class 3 contains 20006 members 
Mstep: Class 4 contains 13673 members 
Mstep: Class 5 contains 12701 members 
Mstep: Class 6 contains 98997 members 
Mstep: Class 7 contains 46913 members 
Mstep: Class 8 contains 18284 members 
Mstep: Class 9 contains 11838 members 
Mstep: Class 10 contains 8185 members 
Mstep: Class 11 contains 53199 members 
Mstep: Class 12 contains 3893 members 
Mstep: Class 13 contains 18221 members 
Mstep: Class 14 contains 28033 members 
Mstep: Class 15 contains 9058 members 
Mstep: Class 16 contains 12173 members 
Mstep: Class 17 contains 14851 members 
Mstep: Class 18 contains 7821 members 
Mstep: Class 19 contains 9893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47835228.000000 Penalty: 39841.824219
Iteration 3F: 20 clusters Score -4.783523e+07 nChanged 81699
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4667 members 
Mstep: Class 3 contains 16283 members 
Mstep: Class 4 contains 11863 members 
Mstep: Class 5 contains 12361 members 
Mstep: Class 6 contains 100818 members 
Mstep: Class 7 contains 39013 members 
Mstep: Class 8 contains 16505 members 
Mstep: Class 9 contains 13895 members 
Mstep: Class 10 contains 7178 members 
Mstep: Class 11 contains 62906 members 
Mstep: Class 12 contains 4299 members 
Mstep: Class 13 contains 15965 members 
Mstep: Class 14 contains 43223 members 
Mstep: Class 15 contains 7683 members 
Mstep: Class 16 contains 11637 members 
Mstep: Class 17 contains 11303 members 
Mstep: Class 18 contains 5392 members 
Mstep: Class 19 contains 10860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47930648.000000 Penalty: 39841.824219
Iteration 4F: 20 clusters Score -4.793065e+07 nChanged 58646
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3812 members 
Mstep: Class 3 contains 14319 members 
Mstep: Class 4 contains 11194 members 
Mstep: Class 5 contains 12276 members 
Mstep: Class 6 contains 98456 members 
Mstep: Class 7 contains 29439 members 
Mstep: Class 8 contains 15858 members 
Mstep: Class 9 contains 16374 members 
Mstep: Class 10 contains 6679 members 
Mstep: Class 11 contains 70063 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 15003 members 
Mstep: Class 14 contains 56076 members 
Mstep: Class 15 contains 6733 members 
Mstep: Class 16 contains 11069 members 
Mstep: Class 17 contains 9348 members 
Mstep: Class 18 contains 4001 members 
Mstep: Class 19 contains 11030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47990084.000000 Penalty: 39841.824219
Iteration 5F: 20 clusters Score -4.799008e+07 nChanged 44478
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3189 members 
Mstep: Class 3 contains 13511 members 
Mstep: Class 4 contains 11082 members 
Mstep: Class 5 contains 12500 members 
Mstep: Class 6 contains 94034 members 
Mstep: Class 7 contains 21213 members 
Mstep: Class 8 contains 16253 members 
Mstep: Class 9 contains 18398 members 
Mstep: Class 10 contains 6536 members 
Mstep: Class 11 contains 75064 members 
Mstep: Class 12 contains 5828 members 
Mstep: Class 13 contains 14767 members 
Mstep: Class 14 contains 65926 members 
Mstep: Class 15 contains 5972 members 
Mstep: Class 16 contains 10641 members 
Mstep: Class 17 contains 8347 members 
Mstep: Class 18 contains 3367 members 
Mstep: Class 19 contains 10717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48033652.000000 Penalty: 39841.824219
Iteration 6F: 20 clusters Score -4.803365e+07 nChanged 34583
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3010 members 
Mstep: Class 3 contains 13416 members 
Mstep: Class 4 contains 11005 members 
Mstep: Class 5 contains 12972 members 
Mstep: Class 6 contains 88656 members 
Mstep: Class 7 contains 15787 members 
Mstep: Class 8 contains 17494 members 
Mstep: Class 9 contains 19743 members 
Mstep: Class 10 contains 6628 members 
Mstep: Class 11 contains 78008 members 
Mstep: Class 12 contains 6354 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 72580 members 
Mstep: Class 15 contains 5313 members 
Mstep: Class 16 contains 10258 members 
Mstep: Class 17 contains 7990 members 
Mstep: Class 18 contains 3251 members 
Mstep: Class 19 contains 10397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48065220.000000 Penalty: 39841.824219
Iteration 7F: 20 clusters Score -4.806522e+07 nChanged 27739
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3154 members 
Mstep: Class 3 contains 14421 members 
Mstep: Class 4 contains 10850 members 
Mstep: Class 5 contains 13552 members 
Mstep: Class 6 contains 82637 members 
Mstep: Class 7 contains 12974 members 
Mstep: Class 8 contains 18987 members 
Mstep: Class 9 contains 20653 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 79140 members 
Mstep: Class 12 contains 6737 members 
Mstep: Class 13 contains 14555 members 
Mstep: Class 14 contains 76723 members 
Mstep: Class 15 contains 4746 members 
Mstep: Class 16 contains 9999 members 
Mstep: Class 17 contains 8161 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 9973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48087716.000000 Penalty: 39841.824219
Iteration 8F: 20 clusters Score -4.808772e+07 nChanged 22740
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3392 members 
Mstep: Class 3 contains 16307 members 
Mstep: Class 4 contains 10787 members 
Mstep: Class 5 contains 14056 members 
Mstep: Class 6 contains 77335 members 
Mstep: Class 7 contains 11725 members 
Mstep: Class 8 contains 20310 members 
Mstep: Class 9 contains 21141 members 
Mstep: Class 10 contains 7302 members 
Mstep: Class 11 contains 78622 members 
Mstep: Class 12 contains 7005 members 
Mstep: Class 13 contains 14323 members 
Mstep: Class 14 contains 79468 members 
Mstep: Class 15 contains 4215 members 
Mstep: Class 16 contains 9857 members 
Mstep: Class 17 contains 8541 members 
Mstep: Class 18 contains 3949 members 
Mstep: Class 19 contains 9432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48105480.000000 Penalty: 39841.824219
Iteration 9F: 20 clusters Score -4.810548e+07 nChanged 19357
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3669 members 
Mstep: Class 3 contains 18728 members 
Mstep: Class 4 contains 10810 members 
Mstep: Class 5 contains 14634 members 
Mstep: Class 6 contains 73225 members 
Mstep: Class 7 contains 11596 members 
Mstep: Class 8 contains 21398 members 
Mstep: Class 9 contains 21355 members 
Mstep: Class 10 contains 7682 members 
Mstep: Class 11 contains 76579 members 
Mstep: Class 12 contains 7153 members 
Mstep: Class 13 contains 13875 members 
Mstep: Class 14 contains 81408 members 
Mstep: Class 15 contains 3769 members 
Mstep: Class 16 contains 9774 members 
Mstep: Class 17 contains 8968 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 8545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48119872.000000 Penalty: 39841.824219
Iteration 10Q: 20 clusters Score -4.811987e+07 nChanged 17116
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3936 members 
Mstep: Class 3 contains 21413 members 
Mstep: Class 4 contains 10922 members 
Mstep: Class 5 contains 15327 members 
Mstep: Class 6 contains 69943 members 
Mstep: Class 7 contains 12109 members 
Mstep: Class 8 contains 22314 members 
Mstep: Class 9 contains 21272 members 
Mstep: Class 10 contains 7971 members 
Mstep: Class 11 contains 73730 members 
Mstep: Class 12 contains 7220 members 
Mstep: Class 13 contains 13361 members 
Mstep: Class 14 contains 82875 members 
Mstep: Class 15 contains 3461 members 
Mstep: Class 16 contains 9674 members 
Mstep: Class 17 contains 9404 members 
Mstep: Class 18 contains 5470 members 
Mstep: Class 19 contains 7421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48131196.000000 Penalty: 39841.824219
Iteration 11Q: 20 clusters Score -4.81312e+07 nChanged 15337
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 4137 members 
Mstep: Class 3 contains 24259 members 
Mstep: Class 4 contains 11027 members 
Mstep: Class 5 contains 16090 members 
Mstep: Class 6 contains 67297 members 
Mstep: Class 7 contains 12968 members 
Mstep: Class 8 contains 23025 members 
Mstep: Class 9 contains 21038 members 
Mstep: Class 10 contains 8164 members 
Mstep: Class 11 contains 70418 members 
Mstep: Class 12 contains 7199 members 
Mstep: Class 13 contains 12919 members 
Mstep: Class 14 contains 84016 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 9577 members 
Mstep: Class 17 contains 9798 members 
Mstep: Class 18 contains 6325 members 
Mstep: Class 19 contains 6349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48139208.000000 Penalty: 39841.824219
Iteration 12Q: 20 clusters Score -4.813921e+07 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 27301 members 
Mstep: Class 4 contains 11066 members 
Mstep: Class 5 contains 16874 members 
Mstep: Class 6 contains 64783 members 
Mstep: Class 7 contains 13667 members 
Mstep: Class 8 contains 23689 members 
Mstep: Class 9 contains 20701 members 
Mstep: Class 10 contains 8225 members 
Mstep: Class 11 contains 67037 members 
Mstep: Class 12 contains 7164 members 
Mstep: Class 13 contains 12539 members 
Mstep: Class 14 contains 84968 members 
Mstep: Class 15 contains 3093 members 
Mstep: Class 16 contains 9423 members 
Mstep: Class 17 contains 10164 members 
Mstep: Class 18 contains 7187 members 
Mstep: Class 19 contains 5645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48145076.000000 Penalty: 39841.824219
Iteration 13Q: 20 clusters Score -4.814508e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4337 members 
Mstep: Class 3 contains 30391 members 
Mstep: Class 4 contains 11072 members 
Mstep: Class 5 contains 17586 members 
Mstep: Class 6 contains 62445 members 
Mstep: Class 7 contains 14098 members 
Mstep: Class 8 contains 24357 members 
Mstep: Class 9 contains 20246 members 
Mstep: Class 10 contains 8249 members 
Mstep: Class 11 contains 63854 members 
Mstep: Class 12 contains 7028 members 
Mstep: Class 13 contains 12268 members 
Mstep: Class 14 contains 85689 members 
Mstep: Class 15 contains 3030 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 10508 members 
Mstep: Class 18 contains 8034 members 
Mstep: Class 19 contains 5278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48149668.000000 Penalty: 39841.824219
Iteration 14Q: 20 clusters Score -4.814967e+07 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 33331 members 
Mstep: Class 4 contains 11032 members 
Mstep: Class 5 contains 18178 members 
Mstep: Class 6 contains 60200 members 
Mstep: Class 7 contains 14385 members 
Mstep: Class 8 contains 25023 members 
Mstep: Class 9 contains 19709 members 
Mstep: Class 10 contains 8240 members 
Mstep: Class 11 contains 61022 members 
Mstep: Class 12 contains 6903 members 
Mstep: Class 13 contains 12033 members 
Mstep: Class 14 contains 86273 members 
Mstep: Class 15 contains 2961 members 
Mstep: Class 16 contains 9023 members 
Mstep: Class 17 contains 10822 members 
Mstep: Class 18 contains 8922 members 
Mstep: Class 19 contains 5087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48154064.000000 Penalty: 39841.824219
Iteration 15Q: 20 clusters Score -4.815406e+07 nChanged 10118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4483 members 
Mstep: Class 3 contains 36144 members 
Mstep: Class 4 contains 10971 members 
Mstep: Class 5 contains 18690 members 
Mstep: Class 6 contains 58146 members 
Mstep: Class 7 contains 14585 members 
Mstep: Class 8 contains 25542 members 
Mstep: Class 9 contains 19148 members 
Mstep: Class 10 contains 8202 members 
Mstep: Class 11 contains 58471 members 
Mstep: Class 12 contains 6824 members 
Mstep: Class 13 contains 11821 members 
Mstep: Class 14 contains 86701 members 
Mstep: Class 15 contains 2910 members 
Mstep: Class 16 contains 8777 members 
Mstep: Class 17 contains 11103 members 
Mstep: Class 18 contains 9872 members 
Mstep: Class 19 contains 4984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48158128.000000 Penalty: 39841.824219
Iteration 16Q: 20 clusters Score -4.815813e+07 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4571 members 
Mstep: Class 3 contains 38904 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 19074 members 
Mstep: Class 6 contains 56237 members 
Mstep: Class 7 contains 14720 members 
Mstep: Class 8 contains 25966 members 
Mstep: Class 9 contains 18614 members 
Mstep: Class 10 contains 8121 members 
Mstep: Class 11 contains 56183 members 
Mstep: Class 12 contains 6735 members 
Mstep: Class 13 contains 11600 members 
Mstep: Class 14 contains 86976 members 
Mstep: Class 15 contains 2876 members 
Mstep: Class 16 contains 8494 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 4904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48162528.000000 Penalty: 39841.824219
Iteration 17Q: 20 clusters Score -4.816253e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4635 members 
Mstep: Class 3 contains 41378 members 
Mstep: Class 4 contains 10869 members 
Mstep: Class 5 contains 19434 members 
Mstep: Class 6 contains 54390 members 
Mstep: Class 7 contains 14803 members 
Mstep: Class 8 contains 26337 members 
Mstep: Class 9 contains 18196 members 
Mstep: Class 10 contains 8067 members 
Mstep: Class 11 contains 54276 members 
Mstep: Class 12 contains 6659 members 
Mstep: Class 13 contains 11357 members 
Mstep: Class 14 contains 87177 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 8179 members 
Mstep: Class 17 contains 11504 members 
Mstep: Class 18 contains 11878 members 
Mstep: Class 19 contains 4824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48166472.000000 Penalty: 39841.824219
Iteration 18Q: 20 clusters Score -4.816647e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4647 members 
Mstep: Class 3 contains 43699 members 
Mstep: Class 4 contains 10848 members 
Mstep: Class 5 contains 19842 members 
Mstep: Class 6 contains 52653 members 
Mstep: Class 7 contains 14864 members 
Mstep: Class 8 contains 26617 members 
Mstep: Class 9 contains 17976 members 
Mstep: Class 10 contains 8028 members 
Mstep: Class 11 contains 52703 members 
Mstep: Class 12 contains 6590 members 
Mstep: Class 13 contains 11045 members 
Mstep: Class 14 contains 87296 members 
Mstep: Class 15 contains 2831 members 
Mstep: Class 16 contains 7931 members 
Mstep: Class 17 contains 11630 members 
Mstep: Class 18 contains 12716 members 
Mstep: Class 19 contains 4684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48169708.000000 Penalty: 39841.824219
Iteration 19Q: 20 clusters Score -4.816971e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 4650 members 
Mstep: Class 3 contains 45543 members 
Mstep: Class 4 contains 10829 members 
Mstep: Class 5 contains 20320 members 
Mstep: Class 6 contains 51168 members 
Mstep: Class 7 contains 14911 members 
Mstep: Class 8 contains 26851 members 
Mstep: Class 9 contains 17909 members 
Mstep: Class 10 contains 8003 members 
Mstep: Class 11 contains 51396 members 
Mstep: Class 12 contains 6539 members 
Mstep: Class 13 contains 10787 members 
Mstep: Class 14 contains 87296 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 7747 members 
Mstep: Class 17 contains 11730 members 
Mstep: Class 18 contains 13376 members 
Mstep: Class 19 contains 4575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48173240.000000 Penalty: 39841.824219
Iteration 20F: 20 clusters Score -4.817324e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 47650 members 
Mstep: Class 4 contains 10831 members 
Mstep: Class 5 contains 20838 members 
Mstep: Class 6 contains 49388 members 
Mstep: Class 7 contains 14933 members 
Mstep: Class 8 contains 27010 members 
Mstep: Class 9 contains 17855 members 
Mstep: Class 10 contains 7874 members 
Mstep: Class 11 contains 49979 members 
Mstep: Class 12 contains 6400 members 
Mstep: Class 13 contains 10635 members 
Mstep: Class 14 contains 87247 members 
Mstep: Class 15 contains 2807 members 
Mstep: Class 16 contains 7489 members 
Mstep: Class 17 contains 11815 members 
Mstep: Class 18 contains 14243 members 
Mstep: Class 19 contains 4547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48176304.000000 Penalty: 39841.824219
Iteration 21Q: 20 clusters Score -4.81763e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 49503 members 
Mstep: Class 4 contains 10828 members 
Mstep: Class 5 contains 21466 members 
Mstep: Class 6 contains 47650 members 
Mstep: Class 7 contains 14957 members 
Mstep: Class 8 contains 27221 members 
Mstep: Class 9 contains 17850 members 
Mstep: Class 10 contains 7758 members 
Mstep: Class 11 contains 48673 members 
Mstep: Class 12 contains 6275 members 
Mstep: Class 13 contains 10541 members 
Mstep: Class 14 contains 87182 members 
Mstep: Class 15 contains 2794 members 
Mstep: Class 16 contains 7329 members 
Mstep: Class 17 contains 11872 members 
Mstep: Class 18 contains 15020 members 
Mstep: Class 19 contains 4501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48178920.000000 Penalty: 39841.824219
Iteration 22Q: 20 clusters Score -4.817892e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 4608 members 
Mstep: Class 3 contains 51022 members 
Mstep: Class 4 contains 10837 members 
Mstep: Class 5 contains 22075 members 
Mstep: Class 6 contains 45948 members 
Mstep: Class 7 contains 14966 members 
Mstep: Class 8 contains 27469 members 
Mstep: Class 9 contains 17910 members 
Mstep: Class 10 contains 7654 members 
Mstep: Class 11 contains 47558 members 
Mstep: Class 12 contains 6112 members 
Mstep: Class 13 contains 10516 members 
Mstep: Class 14 contains 87089 members 
Mstep: Class 15 contains 2780 members 
Mstep: Class 16 contains 7254 members 
Mstep: Class 17 contains 11908 members 
Mstep: Class 18 contains 15722 members 
Mstep: Class 19 contains 4546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48181960.000000 Penalty: 39841.824219
Iteration 23Q: 20 clusters Score -4.818196e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4557 members 
Mstep: Class 3 contains 52179 members 
Mstep: Class 4 contains 10837 members 
Mstep: Class 5 contains 22739 members 
Mstep: Class 6 contains 44354 members 
Mstep: Class 7 contains 14972 members 
Mstep: Class 8 contains 27673 members 
Mstep: Class 9 contains 18030 members 
Mstep: Class 10 contains 7560 members 
Mstep: Class 11 contains 46539 members 
Mstep: Class 12 contains 5940 members 
Mstep: Class 13 contains 10519 members 
Mstep: Class 14 contains 86993 members 
Mstep: Class 15 contains 2778 members 
Mstep: Class 16 contains 7206 members 
Mstep: Class 17 contains 11923 members 
Mstep: Class 18 contains 16398 members 
Mstep: Class 19 contains 4715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48185240.000000 Penalty: 39841.824219
Iteration 24Q: 20 clusters Score -4.818524e+07 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4507 members 
Mstep: Class 3 contains 52973 members 
Mstep: Class 4 contains 10831 members 
Mstep: Class 5 contains 23585 members 
Mstep: Class 6 contains 42861 members 
Mstep: Class 7 contains 14982 members 
Mstep: Class 8 contains 27854 members 
Mstep: Class 9 contains 18138 members 
Mstep: Class 10 contains 7512 members 
Mstep: Class 11 contains 45570 members 
Mstep: Class 12 contains 5811 members 
Mstep: Class 13 contains 10565 members 
Mstep: Class 14 contains 86920 members 
Mstep: Class 15 contains 2773 members 
Mstep: Class 16 contains 7168 members 
Mstep: Class 17 contains 11939 members 
Mstep: Class 18 contains 17017 members 
Mstep: Class 19 contains 4851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48187764.000000 Penalty: 39841.824219
Iteration 25Q: 20 clusters Score -4.818776e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 4446 members 
Mstep: Class 3 contains 53565 members 
Mstep: Class 4 contains 10830 members 
Mstep: Class 5 contains 24554 members 
Mstep: Class 6 contains 41529 members 
Mstep: Class 7 contains 14985 members 
Mstep: Class 8 contains 27995 members 
Mstep: Class 9 contains 18216 members 
Mstep: Class 10 contains 7500 members 
Mstep: Class 11 contains 44679 members 
Mstep: Class 12 contains 5692 members 
Mstep: Class 13 contains 10712 members 
Mstep: Class 14 contains 86851 members 
Mstep: Class 15 contains 2769 members 
Mstep: Class 16 contains 7132 members 
Mstep: Class 17 contains 11951 members 
Mstep: Class 18 contains 17543 members 
Mstep: Class 19 contains 4867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48189080.000000 Penalty: 39841.824219
Iteration 26Q: 20 clusters Score -4.818908e+07 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 54042 members 
Mstep: Class 4 contains 10835 members 
Mstep: Class 5 contains 25522 members 
Mstep: Class 6 contains 40308 members 
Mstep: Class 7 contains 14990 members 
Mstep: Class 8 contains 28098 members 
Mstep: Class 9 contains 18297 members 
Mstep: Class 10 contains 7486 members 
Mstep: Class 11 contains 43883 members 
Mstep: Class 12 contains 5557 members 
Mstep: Class 13 contains 10887 members 
Mstep: Class 14 contains 86786 members 
Mstep: Class 15 contains 2768 members 
Mstep: Class 16 contains 7111 members 
Mstep: Class 17 contains 11962 members 
Mstep: Class 18 contains 17996 members 
Mstep: Class 19 contains 4854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48190428.000000 Penalty: 39841.824219
Iteration 27Q: 20 clusters Score -4.819043e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4361 members 
Mstep: Class 3 contains 54362 members 
Mstep: Class 4 contains 10840 members 
Mstep: Class 5 contains 26375 members 
Mstep: Class 6 contains 39178 members 
Mstep: Class 7 contains 14989 members 
Mstep: Class 8 contains 28228 members 
Mstep: Class 9 contains 18410 members 
Mstep: Class 10 contains 7487 members 
Mstep: Class 11 contains 43257 members 
Mstep: Class 12 contains 5411 members 
Mstep: Class 13 contains 11118 members 
Mstep: Class 14 contains 86697 members 
Mstep: Class 15 contains 2772 members 
Mstep: Class 16 contains 7098 members 
Mstep: Class 17 contains 11966 members 
Mstep: Class 18 contains 18368 members 
Mstep: Class 19 contains 4836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48191116.000000 Penalty: 39841.824219
Iteration 28Q: 20 clusters Score -4.819112e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 4328 members 
Mstep: Class 3 contains 54628 members 
Mstep: Class 4 contains 10846 members 
Mstep: Class 5 contains 27124 members 
Mstep: Class 6 contains 38110 members 
Mstep: Class 7 contains 14996 members 
Mstep: Class 8 contains 28404 members 
Mstep: Class 9 contains 18515 members 
Mstep: Class 10 contains 7490 members 
Mstep: Class 11 contains 42764 members 
Mstep: Class 12 contains 5281 members 
Mstep: Class 13 contains 11320 members 
Mstep: Class 14 contains 86630 members 
Mstep: Class 15 contains 2778 members 
Mstep: Class 16 contains 7070 members 
Mstep: Class 17 contains 11969 members 
Mstep: Class 18 contains 18658 members 
Mstep: Class 19 contains 4819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48191840.000000 Penalty: 39841.824219
Iteration 29Q: 20 clusters Score -4.819184e+07 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 54775 members 
Mstep: Class 4 contains 10851 members 
Mstep: Class 5 contains 27791 members 
Mstep: Class 6 contains 37168 members 
Mstep: Class 7 contains 14998 members 
Mstep: Class 8 contains 28583 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 7499 members 
Mstep: Class 11 contains 42361 members 
Mstep: Class 12 contains 5135 members 
Mstep: Class 13 contains 11564 members 
Mstep: Class 14 contains 86585 members 
Mstep: Class 15 contains 2781 members 
Mstep: Class 16 contains 7034 members 
Mstep: Class 17 contains 11966 members 
Mstep: Class 18 contains 18901 members 
Mstep: Class 19 contains 4808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48192608.000000 Penalty: 39841.824219
Iteration 30Q: 20 clusters Score -4.819261e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 4283 members 
Mstep: Class 3 contains 54807 members 
Mstep: Class 4 contains 10854 members 
Mstep: Class 5 contains 28400 members 
Mstep: Class 6 contains 36359 members 
Mstep: Class 7 contains 15001 members 
Mstep: Class 8 contains 28770 members 
Mstep: Class 9 contains 18686 members 
Mstep: Class 10 contains 7516 members 
Mstep: Class 11 contains 42025 members 
Mstep: Class 12 contains 5008 members 
Mstep: Class 13 contains 11806 members 
Mstep: Class 14 contains 86568 members 
Mstep: Class 15 contains 2779 members 
Mstep: Class 16 contains 7009 members 
Mstep: Class 17 contains 11964 members 
Mstep: Class 18 contains 19070 members 
Mstep: Class 19 contains 4801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48192792.000000 Penalty: 39841.824219
Iteration 31Q: 20 clusters Score -4.819279e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 54778 members 
Mstep: Class 4 contains 10856 members 
Mstep: Class 5 contains 28992 members 
Mstep: Class 6 contains 35585 members 
Mstep: Class 7 contains 15002 members 
Mstep: Class 8 contains 28971 members 
Mstep: Class 9 contains 18768 members 
Mstep: Class 10 contains 7531 members 
Mstep: Class 11 contains 41712 members 
Mstep: Class 12 contains 4870 members 
Mstep: Class 13 contains 12099 members 
Mstep: Class 14 contains 86525 members 
Mstep: Class 15 contains 2776 members 
Mstep: Class 16 contains 6983 members 
Mstep: Class 17 contains 11966 members 
Mstep: Class 18 contains 19199 members 
Mstep: Class 19 contains 4802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48193256.000000 Penalty: 39841.824219
Iteration 32Q: 20 clusters Score -4.819326e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 54706 members 
Mstep: Class 4 contains 10866 members 
Mstep: Class 5 contains 29531 members 
Mstep: Class 6 contains 34864 members 
Mstep: Class 7 contains 15005 members 
Mstep: Class 8 contains 29170 members 
Mstep: Class 9 contains 18873 members 
Mstep: Class 10 contains 7569 members 
Mstep: Class 11 contains 41468 members 
Mstep: Class 12 contains 4722 members 
Mstep: Class 13 contains 12364 members 
Mstep: Class 14 contains 86467 members 
Mstep: Class 15 contains 2778 members 
Mstep: Class 16 contains 6960 members 
Mstep: Class 17 contains 11964 members 
Mstep: Class 18 contains 19305 members 
Mstep: Class 19 contains 4799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48193784.000000 Penalty: 39841.824219
Iteration 33Q: 20 clusters Score -4.819378e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 4276 members 
Mstep: Class 3 contains 54584 members 
Mstep: Class 4 contains 10870 members 
Mstep: Class 5 contains 30073 members 
Mstep: Class 6 contains 34198 members 
Mstep: Class 7 contains 15007 members 
Mstep: Class 8 contains 29387 members 
Mstep: Class 9 contains 18968 members 
Mstep: Class 10 contains 7592 members 
Mstep: Class 11 contains 41259 members 
Mstep: Class 12 contains 4587 members 
Mstep: Class 13 contains 12581 members 
Mstep: Class 14 contains 86412 members 
Mstep: Class 15 contains 2776 members 
Mstep: Class 16 contains 6950 members 
Mstep: Class 17 contains 11963 members 
Mstep: Class 18 contains 19402 members 
Mstep: Class 19 contains 4796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48194060.000000 Penalty: 39841.824219
Iteration 34Q: 20 clusters Score -4.819406e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4278 members 
Mstep: Class 3 contains 54486 members 
Mstep: Class 4 contains 10875 members 
Mstep: Class 5 contains 30559 members 
Mstep: Class 6 contains 33612 members 
Mstep: Class 7 contains 15007 members 
Mstep: Class 8 contains 29598 members 
Mstep: Class 9 contains 19043 members 
Mstep: Class 10 contains 7629 members 
Mstep: Class 11 contains 41053 members 
Mstep: Class 12 contains 4477 members 
Mstep: Class 13 contains 12779 members 
Mstep: Class 14 contains 86340 members 
Mstep: Class 15 contains 2778 members 
Mstep: Class 16 contains 6939 members 
Mstep: Class 17 contains 11959 members 
Mstep: Class 18 contains 19470 members 
Mstep: Class 19 contains 4796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48194468.000000 Penalty: 39841.824219
Iteration 35Q: 20 clusters Score -4.819447e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 54373 members 
Mstep: Class 4 contains 10879 members 
Mstep: Class 5 contains 31026 members 
Mstep: Class 6 contains 33094 members 
Mstep: Class 7 contains 15008 members 
Mstep: Class 8 contains 29792 members 
Mstep: Class 9 contains 19131 members 
Mstep: Class 10 contains 7656 members 
Mstep: Class 11 contains 40885 members 
Mstep: Class 12 contains 4377 members 
Mstep: Class 13 contains 12976 members 
Mstep: Class 14 contains 86210 members 
Mstep: Class 15 contains 2778 members 
Mstep: Class 16 contains 6917 members 
Mstep: Class 17 contains 11964 members 
Mstep: Class 18 contains 19536 members 
Mstep: Class 19 contains 4798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48194812.000000 Penalty: 39841.824219
Iteration 36Q: 20 clusters Score -4.819481e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 4278 members 
Mstep: Class 3 contains 54203 members 
Mstep: Class 4 contains 10880 members 
Mstep: Class 5 contains 31493 members 
Mstep: Class 6 contains 32628 members 
Mstep: Class 7 contains 15010 members 
Mstep: Class 8 contains 29974 members 
Mstep: Class 9 contains 19201 members 
Mstep: Class 10 contains 7691 members 
Mstep: Class 11 contains 40739 members 
Mstep: Class 12 contains 4284 members 
Mstep: Class 13 contains 13135 members 
Mstep: Class 14 contains 86120 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 6901 members 
Mstep: Class 17 contains 11962 members 
Mstep: Class 18 contains 19597 members 
Mstep: Class 19 contains 4801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48195160.000000 Penalty: 39841.824219
Iteration 37Q: 20 clusters Score -4.819516e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 54056 members 
Mstep: Class 4 contains 10887 members 
Mstep: Class 5 contains 31915 members 
Mstep: Class 6 contains 32222 members 
Mstep: Class 7 contains 15011 members 
Mstep: Class 8 contains 30140 members 
Mstep: Class 9 contains 19253 members 
Mstep: Class 10 contains 7713 members 
Mstep: Class 11 contains 40590 members 
Mstep: Class 12 contains 4204 members 
Mstep: Class 13 contains 13268 members 
Mstep: Class 14 contains 86067 members 
Mstep: Class 15 contains 2776 members 
Mstep: Class 16 contains 6884 members 
Mstep: Class 17 contains 11958 members 
Mstep: Class 18 contains 19652 members 
Mstep: Class 19 contains 4807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48195432.000000 Penalty: 39841.824219
Iteration 38Q: 20 clusters Score -4.819543e+07 nChanged 1482
Entering ConstructFrom: 
Score: -48195432.000000 Penalty: 39841.824219
Entering ConstructFrom: 
Trying to split cluster 1 (6324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Entering Unmasked Estep 
Score: -756360.437500 Penalty: 1422.217529
	Iteration 0F: 2 clusters Score -756360.4 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 3193 members 
Entering Unmasked Estep 
Score: -751512.062500 Penalty: 2844.435059
	Iteration 0F: 3 clusters Score -751512.1 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -753059.500000 Penalty: 2844.435059
	Iteration 1F: 3 clusters Score -753059.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -753420.000000 Penalty: 2844.435059
	Iteration 2F: 3 clusters Score -753420 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -753862.625000 Penalty: 2844.435059
	Iteration 3F: 3 clusters Score -753862.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -754289.062500 Penalty: 2844.435059
	Iteration 4F: 3 clusters Score -754289.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -754741.437500 Penalty: 2844.435059
	Iteration 5F: 3 clusters Score -754741.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -755219.687500 Penalty: 2844.435059
	Iteration 6F: 3 clusters Score -755219.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -755723.062500 Penalty: 2844.435059
	Iteration 7F: 3 clusters Score -755723.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -756147.312500 Penalty: 2844.435059
	Iteration 8F: 3 clusters Score -756147.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -756419.187500 Penalty: 2844.435059
	Iteration 9Q: 3 clusters Score -756419.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -756669.562500 Penalty: 2844.435059
	Iteration 10Q: 3 clusters Score -756669.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -756904.375000 Penalty: 2844.435059
	Iteration 11Q: 3 clusters Score -756904.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -757146.437500 Penalty: 2844.435059
	Iteration 12Q: 3 clusters Score -757146.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -757325.750000 Penalty: 2844.435059
	Iteration 13Q: 3 clusters Score -757325.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -757425.000000 Penalty: 2844.435059
	Iteration 14Q: 3 clusters Score -757425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -757471.312500 Penalty: 2844.435059
	Iteration 15Q: 3 clusters Score -757471.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -757502.812500 Penalty: 2844.435059
	Iteration 16Q: 3 clusters Score -757502.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -757520.250000 Penalty: 2844.435059
	Iteration 17Q: 3 clusters Score -757520.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -757535.937500 Penalty: 2844.435059
	Iteration 18Q: 3 clusters Score -757535.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -757541.375000 Penalty: 2844.435059
	Iteration 19Q: 3 clusters Score -757541.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -757547.125000 Penalty: 2844.435059
	Iteration 20F: 3 clusters Score -757547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -757549.000000 Penalty: 2844.435059
	Iteration 21Q: 3 clusters Score -757549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -757549.000000 Penalty: 2844.435059
	Iteration 22F: 3 clusters Score -757549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 53925 members 
Mstep: Class 4 contains 10889 members 
Mstep: Class 5 contains 32311 members 
Mstep: Class 6 contains 31873 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 30297 members 
Mstep: Class 9 contains 19297 members 
Mstep: Class 10 contains 7732 members 
Mstep: Class 11 contains 40435 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 86014 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 6862 members 
Mstep: Class 17 contains 11957 members 
Mstep: Class 18 contains 19683 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 5468 members 
Entering Unmasked Estep 
Score: -48195892.000000 Penalty: 41938.761719
Splitting cluster 1 changes total score from -48195432.000000 to -48195892.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (4271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Entering Unmasked Estep 
Score: -515592.187500 Penalty: 1358.435425
	Iteration 0F: 2 clusters Score -515592.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -512088.250000 Penalty: 2716.870850
	Iteration 0F: 3 clusters Score -512088.2 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -513100.531250 Penalty: 2716.870850
	Iteration 1F: 3 clusters Score -513100.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -513329.812500 Penalty: 2716.870850
	Iteration 2F: 3 clusters Score -513329.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -513511.218750 Penalty: 2716.870850
	Iteration 3F: 3 clusters Score -513511.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -513678.843750 Penalty: 2716.870850
	Iteration 4F: 3 clusters Score -513678.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -513866.468750 Penalty: 2716.870850
	Iteration 5F: 3 clusters Score -513866.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -514097.562500 Penalty: 2716.870850
	Iteration 6F: 3 clusters Score -514097.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -514319.156250 Penalty: 2716.870850
	Iteration 7F: 3 clusters Score -514319.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -514488.312500 Penalty: 2716.870850
	Iteration 8F: 3 clusters Score -514488.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -514609.375000 Penalty: 2716.870850
	Iteration 9Q: 3 clusters Score -514609.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -514684.500000 Penalty: 2716.870850
	Iteration 10Q: 3 clusters Score -514684.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -514723.281250 Penalty: 2716.870850
	Iteration 11Q: 3 clusters Score -514723.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -514745.031250 Penalty: 2716.870850
	Iteration 12Q: 3 clusters Score -514745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -514755.875000 Penalty: 2716.870850
	Iteration 13Q: 3 clusters Score -514755.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -514765.343750 Penalty: 2716.870850
	Iteration 14Q: 3 clusters Score -514765.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -514771.593750 Penalty: 2716.870850
	Iteration 15Q: 3 clusters Score -514771.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -514776.750000 Penalty: 2716.870850
	Iteration 16Q: 3 clusters Score -514776.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -514778.718750 Penalty: 2716.870850
	Iteration 17Q: 3 clusters Score -514778.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -514780.312500 Penalty: 2716.870850
	Iteration 18Q: 3 clusters Score -514780.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -514781.343750 Penalty: 2716.870850
	Iteration 19Q: 3 clusters Score -514781.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -514783.031250 Penalty: 2716.870850
	Iteration 20F: 3 clusters Score -514783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Entering Unmasked Estep 
Score: -6676945.000000 Penalty: 1770.494263
	Iteration 0F: 2 clusters Score -6676945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -6641555.000000 Penalty: 3540.988525
	Iteration 0F: 3 clusters Score -6641555 nChanged 25426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -6656175.500000 Penalty: 3540.988525
	Iteration 1F: 3 clusters Score -6656176 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 28166 members 
Entering Unmasked Estep 
Score: -6656959.500000 Penalty: 3540.988525
	Iteration 2Q: 3 clusters Score -6656960 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -6657959.500000 Penalty: 3540.988525
	Iteration 3Q: 3 clusters Score -6657960 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -6659229.500000 Penalty: 3540.988525
	Iteration 4F: 3 clusters Score -6659230 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -6661075.000000 Penalty: 3540.988525
	Iteration 5F: 3 clusters Score -6661075 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -6663350.000000 Penalty: 3540.988525
	Iteration 6F: 3 clusters Score -6663350 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -6665613.000000 Penalty: 3540.988525
	Iteration 7F: 3 clusters Score -6665613 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -6667458.000000 Penalty: 3540.988525
	Iteration 8F: 3 clusters Score -6667458 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -6668449.000000 Penalty: 3540.988525
	Iteration 9Q: 3 clusters Score -6668449 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -6668906.500000 Penalty: 3540.988525
	Iteration 10Q: 3 clusters Score -6668906 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -6669223.000000 Penalty: 3540.988525
	Iteration 11Q: 3 clusters Score -6669223 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -6669476.000000 Penalty: 3540.988525
	Iteration 12Q: 3 clusters Score -6669476 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -6669730.500000 Penalty: 3540.988525
	Iteration 13Q: 3 clusters Score -6669730 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -6670002.500000 Penalty: 3540.988525
	Iteration 14Q: 3 clusters Score -6670002 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -6670317.500000 Penalty: 3540.988525
	Iteration 15Q: 3 clusters Score -6670318 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -6670721.000000 Penalty: 3540.988525
	Iteration 16Q: 3 clusters Score -6670721 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -6671106.000000 Penalty: 3540.988525
	Iteration 17Q: 3 clusters Score -6671106 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -6671443.000000 Penalty: 3540.988525
	Iteration 18Q: 3 clusters Score -6671443 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -6671747.500000 Penalty: 3540.988525
	Iteration 19Q: 3 clusters Score -6671748 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -6672080.000000 Penalty: 3540.988525
	Iteration 20F: 3 clusters Score -6672080 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -6672470.500000 Penalty: 3540.988525
	Iteration 21Q: 3 clusters Score -6672470 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -6672801.500000 Penalty: 3540.988525
	Iteration 22Q: 3 clusters Score -6672802 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -6673177.000000 Penalty: 3540.988525
	Iteration 23Q: 3 clusters Score -6673177 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -6673548.500000 Penalty: 3540.988525
	Iteration 24Q: 3 clusters Score -6673548 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -6673949.500000 Penalty: 3540.988525
	Iteration 25Q: 3 clusters Score -6673950 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 50447 members 
Entering Unmasked Estep 
Score: -6674304.000000 Penalty: 3540.988525
	Iteration 26Q: 3 clusters Score -6674304 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -6674669.000000 Penalty: 3540.988525
	Iteration 27Q: 3 clusters Score -6674669 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -6674986.000000 Penalty: 3540.988525
	Iteration 28Q: 3 clusters Score -6674986 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 51891 members 
Entering Unmasked Estep 
Score: -6675238.500000 Penalty: 3540.988525
	Iteration 29Q: 3 clusters Score -6675238 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 52147 members 
Entering Unmasked Estep 
Score: -6675417.500000 Penalty: 3540.988525
	Iteration 30Q: 3 clusters Score -6675418 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 52316 members 
Entering Unmasked Estep 
Score: -6675500.500000 Penalty: 3540.988525
	Iteration 31Q: 3 clusters Score -6675500 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 52444 members 
Entering Unmasked Estep 
Score: -6675552.500000 Penalty: 3540.988525
	Iteration 32Q: 3 clusters Score -6675552 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 52550 members 
Entering Unmasked Estep 
Score: -6675590.500000 Penalty: 3540.988525
	Iteration 33Q: 3 clusters Score -6675590 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -6675622.000000 Penalty: 3540.988525
	Iteration 34Q: 3 clusters Score -6675622 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -6675650.000000 Penalty: 3540.988525
	Iteration 35Q: 3 clusters Score -6675650 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 52740 members 
Entering Unmasked Estep 
Score: -6675670.500000 Penalty: 3540.988525
	Iteration 36Q: 3 clusters Score -6675670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -6675674.000000 Penalty: 3540.988525
	Iteration 37Q: 3 clusters Score -6675674 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 52800 members 
Entering Unmasked Estep 
Score: -6675687.000000 Penalty: 3540.988525
	Iteration 38Q: 3 clusters Score -6675687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -6675705.500000 Penalty: 3540.988525
	Iteration 39Q: 3 clusters Score -6675706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -6675697.500000 Penalty: 3540.988525
	Iteration 40F: 3 clusters Score -6675698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 52857 members 
Entering Unmasked Estep 
Score: -6675704.500000 Penalty: 3540.988525
	Iteration 41Q: 3 clusters Score -6675704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -6675706.500000 Penalty: 3540.988525
	Iteration 42Q: 3 clusters Score -6675706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -6675703.000000 Penalty: 3540.988525
	Iteration 43Q: 3 clusters Score -6675703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -6675708.500000 Penalty: 3540.988525
	Iteration 44Q: 3 clusters Score -6675708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -6675708.000000 Penalty: 3540.988525
	Iteration 45Q: 3 clusters Score -6675708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -6675706.000000 Penalty: 3540.988525
	Iteration 46Q: 3 clusters Score -6675706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -6675709.500000 Penalty: 3540.988525
	Iteration 47Q: 3 clusters Score -6675710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -6675708.500000 Penalty: 3540.988525
	Iteration 48Q: 3 clusters Score -6675708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -6675716.000000 Penalty: 3540.988525
	Iteration 49Q: 3 clusters Score -6675716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -6675712.500000 Penalty: 3540.988525
	Iteration 50Q: 3 clusters Score -6675712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -6675714.500000 Penalty: 3540.988525
	Iteration 51Q: 3 clusters Score -6675714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -6675711.000000 Penalty: 3540.988525
	Iteration 52Q: 3 clusters Score -6675711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 52916 members 
Entering Unmasked Estep 
Score: -6675711.500000 Penalty: 3540.988525
	Iteration 53Q: 3 clusters Score -6675712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -6675711.500000 Penalty: 3540.988525
	Iteration 54Q: 3 clusters Score -6675712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 52924 members 
Entering Unmasked Estep 
Score: -6675706.500000 Penalty: 3540.988525
	Iteration 55Q: 3 clusters Score -6675706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -6675713.000000 Penalty: 3540.988525
	Iteration 56Q: 3 clusters Score -6675713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 52928 members 
Entering Unmasked Estep 
Score: -6675716.500000 Penalty: 3540.988525
	Iteration 57Q: 3 clusters Score -6675716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -6675717.500000 Penalty: 3540.988525
	Iteration 58Q: 3 clusters Score -6675718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -6675717.500000 Penalty: 3540.988525
	Iteration 59F: 3 clusters Score -6675718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Entering Unmasked Estep 
Score: -1320552.250000 Penalty: 1510.520142
	Iteration 0F: 2 clusters Score -1320552 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 5431 members 
Entering Unmasked Estep 
Score: -1312875.500000 Penalty: 3021.040283
	Iteration 0F: 3 clusters Score -1312876 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1315893.750000 Penalty: 3021.040283
	Iteration 1F: 3 clusters Score -1315894 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1317390.875000 Penalty: 3021.040283
	Iteration 2F: 3 clusters Score -1317391 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1319566.125000 Penalty: 3021.040283
	Iteration 3F: 3 clusters Score -1319566 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1321448.875000 Penalty: 3021.040283
	Iteration 4F: 3 clusters Score -1321449 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1322489.375000 Penalty: 3021.040283
	Iteration 5F: 3 clusters Score -1322489 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1322910.125000 Penalty: 3021.040283
	Iteration 6Q: 3 clusters Score -1322910 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1323112.000000 Penalty: 3021.040283
	Iteration 7Q: 3 clusters Score -1323112 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1323198.000000 Penalty: 3021.040283
	Iteration 8Q: 3 clusters Score -1323198 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1323248.375000 Penalty: 3021.040283
	Iteration 9Q: 3 clusters Score -1323248 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1323280.000000 Penalty: 3021.040283
	Iteration 10Q: 3 clusters Score -1323280 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1323292.250000 Penalty: 3021.040283
	Iteration 11Q: 3 clusters Score -1323292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1323298.750000 Penalty: 3021.040283
	Iteration 12Q: 3 clusters Score -1323299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1323303.375000 Penalty: 3021.040283
	Iteration 13Q: 3 clusters Score -1323303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1323308.250000 Penalty: 3021.040283
	Iteration 14Q: 3 clusters Score -1323308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1323309.875000 Penalty: 3021.040283
	Iteration 15Q: 3 clusters Score -1323310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1323316.125000 Penalty: 3021.040283
	Iteration 16Q: 3 clusters Score -1323316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1323317.500000 Penalty: 3021.040283
	Iteration 17Q: 3 clusters Score -1323318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1323317.625000 Penalty: 3021.040283
	Iteration 18Q: 3 clusters Score -1323318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1323320.375000 Penalty: 3021.040283
	Iteration 19Q: 3 clusters Score -1323320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1323322.000000 Penalty: 3021.040283
	Iteration 20F: 3 clusters Score -1323322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1323322.875000 Penalty: 3021.040283
	Iteration 21Q: 3 clusters Score -1323323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1323325.500000 Penalty: 3021.040283
	Iteration 22Q: 3 clusters Score -1323326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1323325.000000 Penalty: 3021.040283
	Iteration 23Q: 3 clusters Score -1323325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1323325.000000 Penalty: 3021.040283
	Iteration 24F: 3 clusters Score -1323325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 53925 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 32311 members 
Mstep: Class 6 contains 31873 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 30297 members 
Mstep: Class 9 contains 19297 members 
Mstep: Class 10 contains 7732 members 
Mstep: Class 11 contains 40435 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 86014 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 6862 members 
Mstep: Class 17 contains 11957 members 
Mstep: Class 18 contains 19683 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 5468 members 
Mstep: Class 21 contains 3012 members 
Entering Unmasked Estep 
Score: -48198248.000000 Penalty: 44035.703125
Splitting cluster 4 changes total score from -48195432.000000 to -48198248.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (32311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32311 members 
Entering Unmasked Estep 
Score: -4010517.750000 Penalty: 1687.264038
	Iteration 0F: 2 clusters Score -4010518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -3988612.000000 Penalty: 3374.528076
	Iteration 0F: 3 clusters Score -3988612 nChanged 15053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -3997489.250000 Penalty: 3374.528076
	Iteration 1F: 3 clusters Score -3997489 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -3998441.500000 Penalty: 3374.528076
	Iteration 2F: 3 clusters Score -3998442 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -3999751.750000 Penalty: 3374.528076
	Iteration 3F: 3 clusters Score -3999752 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -4001548.750000 Penalty: 3374.528076
	Iteration 4F: 3 clusters Score -4001549 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4003726.500000 Penalty: 3374.528076
	Iteration 5F: 3 clusters Score -4003726 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -4005897.250000 Penalty: 3374.528076
	Iteration 6F: 3 clusters Score -4005897 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -4007499.500000 Penalty: 3374.528076
	Iteration 7F: 3 clusters Score -4007500 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -4008557.000000 Penalty: 3374.528076
	Iteration 8Q: 3 clusters Score -4008557 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -4009298.000000 Penalty: 3374.528076
	Iteration 9Q: 3 clusters Score -4009298 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -4009922.000000 Penalty: 3374.528076
	Iteration 10Q: 3 clusters Score -4009922 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -4010511.750000 Penalty: 3374.528076
	Iteration 11Q: 3 clusters Score -4010512 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -4010969.750000 Penalty: 3374.528076
	Iteration 12Q: 3 clusters Score -4010970 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -4011166.000000 Penalty: 3374.528076
	Iteration 13Q: 3 clusters Score -4011166 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -4011245.250000 Penalty: 3374.528076
	Iteration 14Q: 3 clusters Score -4011245 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -4011284.000000 Penalty: 3374.528076
	Iteration 15Q: 3 clusters Score -4011284 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -4011301.000000 Penalty: 3374.528076
	Iteration 16Q: 3 clusters Score -4011301 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -4011309.250000 Penalty: 3374.528076
	Iteration 17Q: 3 clusters Score -4011309 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -4011313.750000 Penalty: 3374.528076
	Iteration 18Q: 3 clusters Score -4011314 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4011313.250000 Penalty: 3374.528076
	Iteration 19Q: 3 clusters Score -4011313 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -4011313.750000 Penalty: 3374.528076
	Iteration 20F: 3 clusters Score -4011314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 24773 members 
Entering Unmasked Estep 
Score: -4011316.500000 Penalty: 3374.528076
	Iteration 21Q: 3 clusters Score -4011316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -4011324.500000 Penalty: 3374.528076
	Iteration 22Q: 3 clusters Score -4011324 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -4011327.750000 Penalty: 3374.528076
	Iteration 23Q: 3 clusters Score -4011328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -4011329.750000 Penalty: 3374.528076
	Iteration 24Q: 3 clusters Score -4011330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -4011325.500000 Penalty: 3374.528076
	Iteration 25Q: 3 clusters Score -4011326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -4011331.000000 Penalty: 3374.528076
	Iteration 26Q: 3 clusters Score -4011331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -4011333.250000 Penalty: 3374.528076
	Iteration 27Q: 3 clusters Score -4011333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -4011332.250000 Penalty: 3374.528076
	Iteration 28Q: 3 clusters Score -4011332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -4011336.250000 Penalty: 3374.528076
	Iteration 29Q: 3 clusters Score -4011336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -4011336.250000 Penalty: 3374.528076
	Iteration 30F: 3 clusters Score -4011336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 53925 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 31873 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 30297 members 
Mstep: Class 9 contains 19297 members 
Mstep: Class 10 contains 7732 members 
Mstep: Class 11 contains 40435 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 86014 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 6862 members 
Mstep: Class 17 contains 11957 members 
Mstep: Class 18 contains 19683 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 5468 members 
Mstep: Class 21 contains 3012 members 
Mstep: Class 22 contains 24860 members 
Entering Unmasked Estep 
Score: -48198668.000000 Penalty: 46132.640625
Splitting cluster 5 changes total score from -48195432.000000 to -48198668.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 6 (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: -3931525.500000 Penalty: 1685.046143
	Iteration 0F: 2 clusters Score -3931526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -3910034.500000 Penalty: 3370.092285
	Iteration 0F: 3 clusters Score -3910034 nChanged 14730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3918320.500000 Penalty: 3370.092285
	Iteration 1F: 3 clusters Score -3918320 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3918962.000000 Penalty: 3370.092285
	Iteration 2Q: 3 clusters Score -3918962 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -3919576.500000 Penalty: 3370.092285
	Iteration 3Q: 3 clusters Score -3919576 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3920241.250000 Penalty: 3370.092285
	Iteration 4Q: 3 clusters Score -3920241 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3920939.250000 Penalty: 3370.092285
	Iteration 5Q: 3 clusters Score -3920939 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3921698.250000 Penalty: 3370.092285
	Iteration 6Q: 3 clusters Score -3921698 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3922543.750000 Penalty: 3370.092285
	Iteration 7Q: 3 clusters Score -3922544 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3923417.000000 Penalty: 3370.092285
	Iteration 8Q: 3 clusters Score -3923417 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3924201.000000 Penalty: 3370.092285
	Iteration 9Q: 3 clusters Score -3924201 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -3924848.000000 Penalty: 3370.092285
	Iteration 10Q: 3 clusters Score -3924848 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3925298.250000 Penalty: 3370.092285
	Iteration 11Q: 3 clusters Score -3925298 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3925677.250000 Penalty: 3370.092285
	Iteration 12Q: 3 clusters Score -3925677 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3926028.500000 Penalty: 3370.092285
	Iteration 13Q: 3 clusters Score -3926028 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3926344.000000 Penalty: 3370.092285
	Iteration 14Q: 3 clusters Score -3926344 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3926673.750000 Penalty: 3370.092285
	Iteration 15Q: 3 clusters Score -3926674 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -3927031.500000 Penalty: 3370.092285
	Iteration 16Q: 3 clusters Score -3927032 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -3927398.750000 Penalty: 3370.092285
	Iteration 17Q: 3 clusters Score -3927399 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3927780.500000 Penalty: 3370.092285
	Iteration 18Q: 3 clusters Score -3927780 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -3928137.000000 Penalty: 3370.092285
	Iteration 19Q: 3 clusters Score -3928137 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 28356 members 
Entering Unmasked Estep 
Score: -3928513.750000 Penalty: 3370.092285
	Iteration 20F: 3 clusters Score -3928514 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -3928819.500000 Penalty: 3370.092285
	Iteration 21Q: 3 clusters Score -3928820 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -3929091.500000 Penalty: 3370.092285
	Iteration 22Q: 3 clusters Score -3929092 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 29753 members 
Entering Unmasked Estep 
Score: -3929307.250000 Penalty: 3370.092285
	Iteration 23Q: 3 clusters Score -3929307 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -3929477.500000 Penalty: 3370.092285
	Iteration 24Q: 3 clusters Score -3929478 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -3929629.500000 Penalty: 3370.092285
	Iteration 25Q: 3 clusters Score -3929630 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -3929729.750000 Penalty: 3370.092285
	Iteration 26Q: 3 clusters Score -3929730 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -3929794.750000 Penalty: 3370.092285
	Iteration 27Q: 3 clusters Score -3929795 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -3929847.500000 Penalty: 3370.092285
	Iteration 28Q: 3 clusters Score -3929848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -3929927.250000 Penalty: 3370.092285
	Iteration 29Q: 3 clusters Score -3929927 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -3929978.000000 Penalty: 3370.092285
	Iteration 30Q: 3 clusters Score -3929978 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -3930040.750000 Penalty: 3370.092285
	Iteration 31Q: 3 clusters Score -3930041 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -3930082.750000 Penalty: 3370.092285
	Iteration 32Q: 3 clusters Score -3930083 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 31145 members 
Entering Unmasked Estep 
Score: -3930111.000000 Penalty: 3370.092285
	Iteration 33Q: 3 clusters Score -3930111 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -3930153.000000 Penalty: 3370.092285
	Iteration 34Q: 3 clusters Score -3930153 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -3930195.250000 Penalty: 3370.092285
	Iteration 35Q: 3 clusters Score -3930195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -3930206.500000 Penalty: 3370.092285
	Iteration 36Q: 3 clusters Score -3930206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -3930225.250000 Penalty: 3370.092285
	Iteration 37Q: 3 clusters Score -3930225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -3930235.000000 Penalty: 3370.092285
	Iteration 38Q: 3 clusters Score -3930235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -3930243.500000 Penalty: 3370.092285
	Iteration 39Q: 3 clusters Score -3930244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -3930252.250000 Penalty: 3370.092285
	Iteration 40F: 3 clusters Score -3930252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -3930255.750000 Penalty: 3370.092285
	Iteration 41Q: 3 clusters Score -3930256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -3930258.500000 Penalty: 3370.092285
	Iteration 42Q: 3 clusters Score -3930258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -3930258.500000 Penalty: 3370.092285
	Iteration 43Q: 3 clusters Score -3930258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -3930262.250000 Penalty: 3370.092285
	Iteration 44Q: 3 clusters Score -3930262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -3930265.750000 Penalty: 3370.092285
	Iteration 45Q: 3 clusters Score -3930266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 31332 members 
Entering Unmasked Estep 
Score: -3930270.250000 Penalty: 3370.092285
	Iteration 46Q: 3 clusters Score -3930270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -3930272.750000 Penalty: 3370.092285
	Iteration 47Q: 3 clusters Score -3930273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -3930273.000000 Penalty: 3370.092285
	Iteration 48Q: 3 clusters Score -3930273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -3930273.000000 Penalty: 3370.092285
	Iteration 49F: 3 clusters Score -3930273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Entering Unmasked Estep 
Score: -1882754.250000 Penalty: 1562.719971
	Iteration 0F: 2 clusters Score -1882754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1872364.500000 Penalty: 3125.439941
	Iteration 0F: 3 clusters Score -1872364 nChanged 6653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1875941.375000 Penalty: 3125.439941
	Iteration 1F: 3 clusters Score -1875941 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1876321.375000 Penalty: 3125.439941
	Iteration 2F: 3 clusters Score -1876321 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1876788.375000 Penalty: 3125.439941
	Iteration 3F: 3 clusters Score -1876788 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1877469.000000 Penalty: 3125.439941
	Iteration 4F: 3 clusters Score -1877469 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1878341.750000 Penalty: 3125.439941
	Iteration 5F: 3 clusters Score -1878342 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1879381.375000 Penalty: 3125.439941
	Iteration 6F: 3 clusters Score -1879381 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1880211.875000 Penalty: 3125.439941
	Iteration 7F: 3 clusters Score -1880212 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1880658.000000 Penalty: 3125.439941
	Iteration 8F: 3 clusters Score -1880658 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1880881.375000 Penalty: 3125.439941
	Iteration 9Q: 3 clusters Score -1880881 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1880980.875000 Penalty: 3125.439941
	Iteration 10Q: 3 clusters Score -1880981 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1881038.000000 Penalty: 3125.439941
	Iteration 11Q: 3 clusters Score -1881038 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1881085.000000 Penalty: 3125.439941
	Iteration 12Q: 3 clusters Score -1881085 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1881134.750000 Penalty: 3125.439941
	Iteration 13Q: 3 clusters Score -1881135 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1881163.875000 Penalty: 3125.439941
	Iteration 14Q: 3 clusters Score -1881164 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1881197.750000 Penalty: 3125.439941
	Iteration 15Q: 3 clusters Score -1881198 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1881236.375000 Penalty: 3125.439941
	Iteration 16Q: 3 clusters Score -1881236 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1881267.125000 Penalty: 3125.439941
	Iteration 17Q: 3 clusters Score -1881267 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1881307.375000 Penalty: 3125.439941
	Iteration 18Q: 3 clusters Score -1881307 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1881348.250000 Penalty: 3125.439941
	Iteration 19Q: 3 clusters Score -1881348 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1881401.500000 Penalty: 3125.439941
	Iteration 20F: 3 clusters Score -1881402 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1881463.375000 Penalty: 3125.439941
	Iteration 21Q: 3 clusters Score -1881463 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1881539.500000 Penalty: 3125.439941
	Iteration 22Q: 3 clusters Score -1881540 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1881609.500000 Penalty: 3125.439941
	Iteration 23Q: 3 clusters Score -1881610 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1881696.875000 Penalty: 3125.439941
	Iteration 24Q: 3 clusters Score -1881697 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1881777.125000 Penalty: 3125.439941
	Iteration 25Q: 3 clusters Score -1881777 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1881853.750000 Penalty: 3125.439941
	Iteration 26Q: 3 clusters Score -1881854 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1881915.625000 Penalty: 3125.439941
	Iteration 27Q: 3 clusters Score -1881916 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1881976.500000 Penalty: 3125.439941
	Iteration 28Q: 3 clusters Score -1881976 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1882034.375000 Penalty: 3125.439941
	Iteration 29Q: 3 clusters Score -1882034 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1882098.625000 Penalty: 3125.439941
	Iteration 30Q: 3 clusters Score -1882099 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1882147.625000 Penalty: 3125.439941
	Iteration 31Q: 3 clusters Score -1882148 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1882186.000000 Penalty: 3125.439941
	Iteration 32Q: 3 clusters Score -1882186 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1882206.250000 Penalty: 3125.439941
	Iteration 33Q: 3 clusters Score -1882206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1882225.500000 Penalty: 3125.439941
	Iteration 34Q: 3 clusters Score -1882226 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1882247.125000 Penalty: 3125.439941
	Iteration 35Q: 3 clusters Score -1882247 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1882259.875000 Penalty: 3125.439941
	Iteration 36Q: 3 clusters Score -1882260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1882265.125000 Penalty: 3125.439941
	Iteration 37Q: 3 clusters Score -1882265 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1882269.625000 Penalty: 3125.439941
	Iteration 38Q: 3 clusters Score -1882270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1882274.000000 Penalty: 3125.439941
	Iteration 39Q: 3 clusters Score -1882274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1882274.375000 Penalty: 3125.439941
	Iteration 40F: 3 clusters Score -1882274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1882276.750000 Penalty: 3125.439941
	Iteration 41Q: 3 clusters Score -1882277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1882280.500000 Penalty: 3125.439941
	Iteration 42Q: 3 clusters Score -1882280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1882283.125000 Penalty: 3125.439941
	Iteration 43Q: 3 clusters Score -1882283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1882286.125000 Penalty: 3125.439941
	Iteration 44Q: 3 clusters Score -1882286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1882285.250000 Penalty: 3125.439941
	Iteration 45Q: 3 clusters Score -1882285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1882284.875000 Penalty: 3125.439941
	Iteration 46Q: 3 clusters Score -1882285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1882289.750000 Penalty: 3125.439941
	Iteration 47Q: 3 clusters Score -1882290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1882288.500000 Penalty: 3125.439941
	Iteration 48Q: 3 clusters Score -1882288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1882292.000000 Penalty: 3125.439941
	Iteration 49Q: 3 clusters Score -1882292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1882289.750000 Penalty: 3125.439941
	Iteration 50Q: 3 clusters Score -1882290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1882286.250000 Penalty: 3125.439941
	Iteration 51Q: 3 clusters Score -1882286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1882286.250000 Penalty: 3125.439941
	Iteration 52F: 3 clusters Score -1882286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Entering Unmasked Estep 
Score: -3738818.750000 Penalty: 1676.805664
	Iteration 0F: 2 clusters Score -3738819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -3718497.250000 Penalty: 3353.611328
	Iteration 0F: 3 clusters Score -3718497 nChanged 13990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3726981.000000 Penalty: 3353.611328
	Iteration 1F: 3 clusters Score -3726981 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3728411.750000 Penalty: 3353.611328
	Iteration 2F: 3 clusters Score -3728412 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -3730363.000000 Penalty: 3353.611328
	Iteration 3F: 3 clusters Score -3730363 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3732399.000000 Penalty: 3353.611328
	Iteration 4F: 3 clusters Score -3732399 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3733893.750000 Penalty: 3353.611328
	Iteration 5F: 3 clusters Score -3733894 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3734887.000000 Penalty: 3353.611328
	Iteration 6F: 3 clusters Score -3734887 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3735549.500000 Penalty: 3353.611328
	Iteration 7Q: 3 clusters Score -3735550 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3736138.250000 Penalty: 3353.611328
	Iteration 8Q: 3 clusters Score -3736138 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3736695.250000 Penalty: 3353.611328
	Iteration 9Q: 3 clusters Score -3736695 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -3737168.250000 Penalty: 3353.611328
	Iteration 10Q: 3 clusters Score -3737168 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -3737595.000000 Penalty: 3353.611328
	Iteration 11Q: 3 clusters Score -3737595 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3737912.750000 Penalty: 3353.611328
	Iteration 12Q: 3 clusters Score -3737913 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3738130.750000 Penalty: 3353.611328
	Iteration 13Q: 3 clusters Score -3738131 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3738253.500000 Penalty: 3353.611328
	Iteration 14Q: 3 clusters Score -3738254 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3738322.250000 Penalty: 3353.611328
	Iteration 15Q: 3 clusters Score -3738322 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -3738364.000000 Penalty: 3353.611328
	Iteration 16Q: 3 clusters Score -3738364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -3738386.750000 Penalty: 3353.611328
	Iteration 17Q: 3 clusters Score -3738387 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -3738416.000000 Penalty: 3353.611328
	Iteration 18Q: 3 clusters Score -3738416 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -3738433.250000 Penalty: 3353.611328
	Iteration 19Q: 3 clusters Score -3738433 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3738445.250000 Penalty: 3353.611328
	Iteration 20F: 3 clusters Score -3738445 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -3738449.000000 Penalty: 3353.611328
	Iteration 21Q: 3 clusters Score -3738449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -3738455.750000 Penalty: 3353.611328
	Iteration 22Q: 3 clusters Score -3738456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3738460.500000 Penalty: 3353.611328
	Iteration 23Q: 3 clusters Score -3738460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3738460.250000 Penalty: 3353.611328
	Iteration 24Q: 3 clusters Score -3738460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3738452.500000 Penalty: 3353.611328
	Iteration 25Q: 3 clusters Score -3738452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3738466.000000 Penalty: 3353.611328
	Iteration 26Q: 3 clusters Score -3738466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -3738472.750000 Penalty: 3353.611328
	Iteration 27Q: 3 clusters Score -3738473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -3738475.250000 Penalty: 3353.611328
	Iteration 28Q: 3 clusters Score -3738475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -3738474.750000 Penalty: 3353.611328
	Iteration 29Q: 3 clusters Score -3738475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -3738478.250000 Penalty: 3353.611328
	Iteration 30Q: 3 clusters Score -3738478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -3738475.250000 Penalty: 3353.611328
	Iteration 31Q: 3 clusters Score -3738475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3738481.500000 Penalty: 3353.611328
	Iteration 32Q: 3 clusters Score -3738482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -3738480.500000 Penalty: 3353.611328
	Iteration 33Q: 3 clusters Score -3738480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3738481.500000 Penalty: 3353.611328
	Iteration 34Q: 3 clusters Score -3738482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3738480.750000 Penalty: 3353.611328
	Iteration 35Q: 3 clusters Score -3738481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3738480.750000 Penalty: 3353.611328
	Iteration 36F: 3 clusters Score -3738481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Entering Unmasked Estep 
Score: -2373406.250000 Penalty: 1603.502075
	Iteration 0F: 2 clusters Score -2373406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2360278.250000 Penalty: 3207.004150
	Iteration 0F: 3 clusters Score -2360278 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2365165.750000 Penalty: 3207.004150
	Iteration 1F: 3 clusters Score -2365166 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2365653.000000 Penalty: 3207.004150
	Iteration 2F: 3 clusters Score -2365653 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2366213.000000 Penalty: 3207.004150
	Iteration 3F: 3 clusters Score -2366213 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2366873.000000 Penalty: 3207.004150
	Iteration 4F: 3 clusters Score -2366873 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2367598.000000 Penalty: 3207.004150
	Iteration 5F: 3 clusters Score -2367598 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2368347.250000 Penalty: 3207.004150
	Iteration 6F: 3 clusters Score -2368347 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2369040.500000 Penalty: 3207.004150
	Iteration 7F: 3 clusters Score -2369040 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2369644.000000 Penalty: 3207.004150
	Iteration 8Q: 3 clusters Score -2369644 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2370226.250000 Penalty: 3207.004150
	Iteration 9Q: 3 clusters Score -2370226 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2370785.250000 Penalty: 3207.004150
	Iteration 10Q: 3 clusters Score -2370785 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2371264.000000 Penalty: 3207.004150
	Iteration 11Q: 3 clusters Score -2371264 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2371661.250000 Penalty: 3207.004150
	Iteration 12Q: 3 clusters Score -2371661 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2371932.750000 Penalty: 3207.004150
	Iteration 13Q: 3 clusters Score -2371933 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2372072.500000 Penalty: 3207.004150
	Iteration 14Q: 3 clusters Score -2372072 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2372157.750000 Penalty: 3207.004150
	Iteration 15Q: 3 clusters Score -2372158 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2372236.750000 Penalty: 3207.004150
	Iteration 16Q: 3 clusters Score -2372237 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2372290.000000 Penalty: 3207.004150
	Iteration 17Q: 3 clusters Score -2372290 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2372319.000000 Penalty: 3207.004150
	Iteration 18Q: 3 clusters Score -2372319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -2372353.750000 Penalty: 3207.004150
	Iteration 19Q: 3 clusters Score -2372354 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -2372374.750000 Penalty: 3207.004150
	Iteration 20F: 3 clusters Score -2372375 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2372381.500000 Penalty: 3207.004150
	Iteration 21Q: 3 clusters Score -2372382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2372396.750000 Penalty: 3207.004150
	Iteration 22Q: 3 clusters Score -2372397 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2372401.750000 Penalty: 3207.004150
	Iteration 23Q: 3 clusters Score -2372402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2372412.500000 Penalty: 3207.004150
	Iteration 24Q: 3 clusters Score -2372412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2372416.750000 Penalty: 3207.004150
	Iteration 25Q: 3 clusters Score -2372417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2372421.250000 Penalty: 3207.004150
	Iteration 26Q: 3 clusters Score -2372421 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2372429.000000 Penalty: 3207.004150
	Iteration 27Q: 3 clusters Score -2372429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2372430.500000 Penalty: 3207.004150
	Iteration 28Q: 3 clusters Score -2372430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2372429.000000 Penalty: 3207.004150
	Iteration 29Q: 3 clusters Score -2372429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2372435.250000 Penalty: 3207.004150
	Iteration 30Q: 3 clusters Score -2372435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -2372435.500000 Penalty: 3207.004150
	Iteration 31Q: 3 clusters Score -2372436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2372436.750000 Penalty: 3207.004150
	Iteration 32Q: 3 clusters Score -2372437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2372436.750000 Penalty: 3207.004150
	Iteration 33F: 3 clusters Score -2372437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Entering Unmasked Estep 
Score: -917895.187500 Penalty: 1454.882446
	Iteration 0F: 2 clusters Score -917895.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -912316.812500 Penalty: 2909.764893
	Iteration 0F: 3 clusters Score -912316.8 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -914382.000000 Penalty: 2909.764893
	Iteration 1F: 3 clusters Score -914382 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -915033.562500 Penalty: 2909.764893
	Iteration 2F: 3 clusters Score -915033.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -915841.562500 Penalty: 2909.764893
	Iteration 3F: 3 clusters Score -915841.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -916573.375000 Penalty: 2909.764893
	Iteration 4F: 3 clusters Score -916573.4 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -917164.125000 Penalty: 2909.764893
	Iteration 5F: 3 clusters Score -917164.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -917534.312500 Penalty: 2909.764893
	Iteration 6F: 3 clusters Score -917534.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -917761.937500 Penalty: 2909.764893
	Iteration 7Q: 3 clusters Score -917761.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -917878.312500 Penalty: 2909.764893
	Iteration 8Q: 3 clusters Score -917878.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -917939.875000 Penalty: 2909.764893
	Iteration 9Q: 3 clusters Score -917939.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -917961.687500 Penalty: 2909.764893
	Iteration 10Q: 3 clusters Score -917961.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -917968.312500 Penalty: 2909.764893
	Iteration 11Q: 3 clusters Score -917968.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -917977.875000 Penalty: 2909.764893
	Iteration 12Q: 3 clusters Score -917977.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -917982.500000 Penalty: 2909.764893
	Iteration 13Q: 3 clusters Score -917982.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -917985.500000 Penalty: 2909.764893
	Iteration 14Q: 3 clusters Score -917985.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -917989.000000 Penalty: 2909.764893
	Iteration 15Q: 3 clusters Score -917989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -917987.562500 Penalty: 2909.764893
	Iteration 16Q: 3 clusters Score -917987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -917987.625000 Penalty: 2909.764893
	Iteration 17Q: 3 clusters Score -917987.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -917987.687500 Penalty: 2909.764893
	Iteration 18Q: 3 clusters Score -917987.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -917989.187500 Penalty: 2909.764893
	Iteration 19Q: 3 clusters Score -917989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -917990.937500 Penalty: 2909.764893
	Iteration 20F: 3 clusters Score -917990.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -917990.562500 Penalty: 2909.764893
	Iteration 21Q: 3 clusters Score -917990.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -917991.937500 Penalty: 2909.764893
	Iteration 22Q: 3 clusters Score -917991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -917993.812500 Penalty: 2909.764893
	Iteration 23Q: 3 clusters Score -917993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -917990.937500 Penalty: 2909.764893
	Iteration 24Q: 3 clusters Score -917990.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -917990.250000 Penalty: 2909.764893
	Iteration 25Q: 3 clusters Score -917990.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -917990.250000 Penalty: 2909.764893
	Iteration 26F: 3 clusters Score -917990.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 53925 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 31873 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 30297 members 
Mstep: Class 9 contains 19297 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 40435 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 86014 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 6862 members 
Mstep: Class 17 contains 11957 members 
Mstep: Class 18 contains 19683 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 5468 members 
Mstep: Class 21 contains 3012 members 
Mstep: Class 22 contains 24860 members 
Mstep: Class 23 contains 2639 members 
Entering Unmasked Estep 
Score: -48198140.000000 Penalty: 48229.578125
Splitting cluster 10 changes total score from -48195432.000000 to -48198140.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 11 (40435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Entering Unmasked Estep 
Score: -4927957.000000 Penalty: 1723.710815
	Iteration 0F: 2 clusters Score -4927957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -4900762.500000 Penalty: 3447.421631
	Iteration 0F: 3 clusters Score -4900762 nChanged 18894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -4911693.000000 Penalty: 3447.421631
	Iteration 1F: 3 clusters Score -4911693 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -4912760.500000 Penalty: 3447.421631
	Iteration 2F: 3 clusters Score -4912760 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -4914230.500000 Penalty: 3447.421631
	Iteration 3F: 3 clusters Score -4914230 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -4916049.500000 Penalty: 3447.421631
	Iteration 4F: 3 clusters Score -4916050 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -4918187.500000 Penalty: 3447.421631
	Iteration 5F: 3 clusters Score -4918188 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -4920393.000000 Penalty: 3447.421631
	Iteration 6F: 3 clusters Score -4920393 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -4922595.500000 Penalty: 3447.421631
	Iteration 7F: 3 clusters Score -4922596 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -4924439.000000 Penalty: 3447.421631
	Iteration 8Q: 3 clusters Score -4924439 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -4925783.500000 Penalty: 3447.421631
	Iteration 9Q: 3 clusters Score -4925784 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -4926739.500000 Penalty: 3447.421631
	Iteration 10Q: 3 clusters Score -4926740 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -4927663.000000 Penalty: 3447.421631
	Iteration 11Q: 3 clusters Score -4927663 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -4928870.500000 Penalty: 3447.421631
	Iteration 12Q: 3 clusters Score -4928870 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -4930432.500000 Penalty: 3447.421631
	Iteration 13Q: 3 clusters Score -4930432 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -4932394.000000 Penalty: 3447.421631
	Iteration 14Q: 3 clusters Score -4932394 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -4935384.000000 Penalty: 3447.421631
	Iteration 15Q: 3 clusters Score -4935384 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -4937826.000000 Penalty: 3447.421631
	Iteration 16Q: 3 clusters Score -4937826 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -4938545.500000 Penalty: 3447.421631
	Iteration 17Q: 3 clusters Score -4938546 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -4938646.500000 Penalty: 3447.421631
	Iteration 18Q: 3 clusters Score -4938646 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -4938661.000000 Penalty: 3447.421631
	Iteration 19Q: 3 clusters Score -4938661 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -4938676.500000 Penalty: 3447.421631
	Iteration 20F: 3 clusters Score -4938676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -4938675.500000 Penalty: 3447.421631
	Iteration 21Q: 3 clusters Score -4938676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -4938676.500000 Penalty: 3447.421631
	Iteration 22Q: 3 clusters Score -4938676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -4938674.000000 Penalty: 3447.421631
	Iteration 23Q: 3 clusters Score -4938674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -4938668.000000 Penalty: 3447.421631
	Iteration 24Q: 3 clusters Score -4938668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -4938667.500000 Penalty: 3447.421631
	Iteration 25Q: 3 clusters Score -4938668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -4938667.500000 Penalty: 3447.421631
	Iteration 26F: 3 clusters Score -4938668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 53925 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 31873 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 30297 members 
Mstep: Class 9 contains 19297 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 86014 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 6862 members 
Mstep: Class 17 contains 11957 members 
Mstep: Class 18 contains 19683 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 5468 members 
Mstep: Class 21 contains 3012 members 
Mstep: Class 22 contains 24860 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 24831 members 
Entering Unmasked Estep 
Score: -48208464.000000 Penalty: 50326.515625
Splitting cluster 11 changes total score from -48195432.000000 to -48208464.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (4146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Entering Unmasked Estep 
Score: -442467.156250 Penalty: 1353.608521
	Iteration 0F: 2 clusters Score -442467.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -439153.937500 Penalty: 2707.217041
	Iteration 0F: 3 clusters Score -439153.9 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -440959.250000 Penalty: 2707.217041
	Iteration 1F: 3 clusters Score -440959.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -442154.093750 Penalty: 2707.217041
	Iteration 2F: 3 clusters Score -442154.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -443031.218750 Penalty: 2707.217041
	Iteration 3F: 3 clusters Score -443031.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -443561.093750 Penalty: 2707.217041
	Iteration 4F: 3 clusters Score -443561.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -443902.250000 Penalty: 2707.217041
	Iteration 5F: 3 clusters Score -443902.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -444091.437500 Penalty: 2707.217041
	Iteration 6Q: 3 clusters Score -444091.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -444159.843750 Penalty: 2707.217041
	Iteration 7Q: 3 clusters Score -444159.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -444188.281250 Penalty: 2707.217041
	Iteration 8Q: 3 clusters Score -444188.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -444206.156250 Penalty: 2707.217041
	Iteration 9Q: 3 clusters Score -444206.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -444215.812500 Penalty: 2707.217041
	Iteration 10Q: 3 clusters Score -444215.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -444223.187500 Penalty: 2707.217041
	Iteration 11Q: 3 clusters Score -444223.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -444236.656250 Penalty: 2707.217041
	Iteration 12Q: 3 clusters Score -444236.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -444257.000000 Penalty: 2707.217041
	Iteration 13Q: 3 clusters Score -444257 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -444270.187500 Penalty: 2707.217041
	Iteration 14Q: 3 clusters Score -444270.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -444276.312500 Penalty: 2707.217041
	Iteration 15Q: 3 clusters Score -444276.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -444278.687500 Penalty: 2707.217041
	Iteration 16Q: 3 clusters Score -444278.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -444280.125000 Penalty: 2707.217041
	Iteration 17Q: 3 clusters Score -444280.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -444280.031250 Penalty: 2707.217041
	Iteration 18Q: 3 clusters Score -444280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -444280.031250 Penalty: 2707.217041
	Iteration 19F: 3 clusters Score -444280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 53925 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 31873 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 30297 members 
Mstep: Class 9 contains 19297 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 86014 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 6862 members 
Mstep: Class 17 contains 11957 members 
Mstep: Class 18 contains 19683 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 5468 members 
Mstep: Class 21 contains 3012 members 
Mstep: Class 22 contains 24860 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 24831 members 
Mstep: Class 25 contains 1494 members 
Entering Unmasked Estep 
Score: -48209584.000000 Penalty: 52423.453125
Splitting cluster 12 changes total score from -48195432.000000 to -48209584.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (13373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Entering Unmasked Estep 
Score: -1531749.500000 Penalty: 1543.911377
	Iteration 0F: 2 clusters Score -1531750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1522448.125000 Penalty: 3087.822754
	Iteration 0F: 3 clusters Score -1522448 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1525655.000000 Penalty: 3087.822754
	Iteration 1F: 3 clusters Score -1525655 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1526006.750000 Penalty: 3087.822754
	Iteration 2F: 3 clusters Score -1526007 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1526358.750000 Penalty: 3087.822754
	Iteration 3F: 3 clusters Score -1526359 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1526692.125000 Penalty: 3087.822754
	Iteration 4F: 3 clusters Score -1526692 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1527006.375000 Penalty: 3087.822754
	Iteration 5Q: 3 clusters Score -1527006 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1527354.375000 Penalty: 3087.822754
	Iteration 6Q: 3 clusters Score -1527354 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1527803.875000 Penalty: 3087.822754
	Iteration 7F: 3 clusters Score -1527804 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1528384.750000 Penalty: 3087.822754
	Iteration 8F: 3 clusters Score -1528385 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1528912.125000 Penalty: 3087.822754
	Iteration 9F: 3 clusters Score -1528912 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1529306.625000 Penalty: 3087.822754
	Iteration 10Q: 3 clusters Score -1529307 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1529550.500000 Penalty: 3087.822754
	Iteration 11Q: 3 clusters Score -1529550 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1529696.250000 Penalty: 3087.822754
	Iteration 12Q: 3 clusters Score -1529696 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1529797.625000 Penalty: 3087.822754
	Iteration 13Q: 3 clusters Score -1529798 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1529868.625000 Penalty: 3087.822754
	Iteration 14Q: 3 clusters Score -1529869 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1529944.250000 Penalty: 3087.822754
	Iteration 15Q: 3 clusters Score -1529944 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1529989.000000 Penalty: 3087.822754
	Iteration 16Q: 3 clusters Score -1529989 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1530042.500000 Penalty: 3087.822754
	Iteration 17Q: 3 clusters Score -1530042 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1530099.750000 Penalty: 3087.822754
	Iteration 18Q: 3 clusters Score -1530100 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1530150.500000 Penalty: 3087.822754
	Iteration 19Q: 3 clusters Score -1530150 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1530210.250000 Penalty: 3087.822754
	Iteration 20F: 3 clusters Score -1530210 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1530260.125000 Penalty: 3087.822754
	Iteration 21Q: 3 clusters Score -1530260 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1530303.875000 Penalty: 3087.822754
	Iteration 22Q: 3 clusters Score -1530304 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1530334.750000 Penalty: 3087.822754
	Iteration 23Q: 3 clusters Score -1530335 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1530384.875000 Penalty: 3087.822754
	Iteration 24Q: 3 clusters Score -1530385 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1530425.625000 Penalty: 3087.822754
	Iteration 25Q: 3 clusters Score -1530426 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1530471.500000 Penalty: 3087.822754
	Iteration 26Q: 3 clusters Score -1530472 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1530518.250000 Penalty: 3087.822754
	Iteration 27Q: 3 clusters Score -1530518 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1530574.625000 Penalty: 3087.822754
	Iteration 28Q: 3 clusters Score -1530575 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1530630.125000 Penalty: 3087.822754
	Iteration 29Q: 3 clusters Score -1530630 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1530690.625000 Penalty: 3087.822754
	Iteration 30Q: 3 clusters Score -1530691 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1530742.000000 Penalty: 3087.822754
	Iteration 31Q: 3 clusters Score -1530742 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1530787.500000 Penalty: 3087.822754
	Iteration 32Q: 3 clusters Score -1530788 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1530836.375000 Penalty: 3087.822754
	Iteration 33Q: 3 clusters Score -1530836 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1530882.125000 Penalty: 3087.822754
	Iteration 34Q: 3 clusters Score -1530882 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1530924.625000 Penalty: 3087.822754
	Iteration 35Q: 3 clusters Score -1530925 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1530969.875000 Penalty: 3087.822754
	Iteration 36Q: 3 clusters Score -1530970 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1531010.000000 Penalty: 3087.822754
	Iteration 37Q: 3 clusters Score -1531010 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1531054.500000 Penalty: 3087.822754
	Iteration 38Q: 3 clusters Score -1531054 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1531088.500000 Penalty: 3087.822754
	Iteration 39Q: 3 clusters Score -1531088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1531110.875000 Penalty: 3087.822754
	Iteration 40F: 3 clusters Score -1531111 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1531131.750000 Penalty: 3087.822754
	Iteration 41Q: 3 clusters Score -1531132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1531155.125000 Penalty: 3087.822754
	Iteration 42Q: 3 clusters Score -1531155 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1531167.750000 Penalty: 3087.822754
	Iteration 43Q: 3 clusters Score -1531168 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1531173.750000 Penalty: 3087.822754
	Iteration 44Q: 3 clusters Score -1531174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1531177.625000 Penalty: 3087.822754
	Iteration 45Q: 3 clusters Score -1531178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1531179.750000 Penalty: 3087.822754
	Iteration 46Q: 3 clusters Score -1531180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -1531186.625000 Penalty: 3087.822754
	Iteration 47Q: 3 clusters Score -1531187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1531191.750000 Penalty: 3087.822754
	Iteration 48Q: 3 clusters Score -1531192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1531196.750000 Penalty: 3087.822754
	Iteration 49Q: 3 clusters Score -1531197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1531200.000000 Penalty: 3087.822754
	Iteration 50Q: 3 clusters Score -1531200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1531201.375000 Penalty: 3087.822754
	Iteration 51Q: 3 clusters Score -1531201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1531205.750000 Penalty: 3087.822754
	Iteration 52Q: 3 clusters Score -1531206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1531211.500000 Penalty: 3087.822754
	Iteration 53Q: 3 clusters Score -1531212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1531216.875000 Penalty: 3087.822754
	Iteration 54Q: 3 clusters Score -1531217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1531221.625000 Penalty: 3087.822754
	Iteration 55Q: 3 clusters Score -1531222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1531226.500000 Penalty: 3087.822754
	Iteration 56Q: 3 clusters Score -1531226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1531231.000000 Penalty: 3087.822754
	Iteration 57Q: 3 clusters Score -1531231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1531232.750000 Penalty: 3087.822754
	Iteration 58Q: 3 clusters Score -1531233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1531234.625000 Penalty: 3087.822754
	Iteration 59Q: 3 clusters Score -1531235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1531236.250000 Penalty: 3087.822754
	Iteration 60F: 3 clusters Score -1531236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1531238.750000 Penalty: 3087.822754
	Iteration 61Q: 3 clusters Score -1531239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1531240.250000 Penalty: 3087.822754
	Iteration 62Q: 3 clusters Score -1531240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1531238.875000 Penalty: 3087.822754
	Iteration 63Q: 3 clusters Score -1531239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1531241.500000 Penalty: 3087.822754
	Iteration 64Q: 3 clusters Score -1531242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1531243.375000 Penalty: 3087.822754
	Iteration 65Q: 3 clusters Score -1531243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1531248.000000 Penalty: 3087.822754
	Iteration 66Q: 3 clusters Score -1531248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1531247.000000 Penalty: 3087.822754
	Iteration 67Q: 3 clusters Score -1531247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1531254.875000 Penalty: 3087.822754
	Iteration 68Q: 3 clusters Score -1531255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1531257.500000 Penalty: 3087.822754
	Iteration 69Q: 3 clusters Score -1531258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1531259.250000 Penalty: 3087.822754
	Iteration 70Q: 3 clusters Score -1531259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1531259.750000 Penalty: 3087.822754
	Iteration 71Q: 3 clusters Score -1531260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1531264.250000 Penalty: 3087.822754
	Iteration 72Q: 3 clusters Score -1531264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1531268.750000 Penalty: 3087.822754
	Iteration 73Q: 3 clusters Score -1531269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1531272.000000 Penalty: 3087.822754
	Iteration 74Q: 3 clusters Score -1531272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1531279.250000 Penalty: 3087.822754
	Iteration 75Q: 3 clusters Score -1531279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1531281.375000 Penalty: 3087.822754
	Iteration 76Q: 3 clusters Score -1531281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1531282.875000 Penalty: 3087.822754
	Iteration 77Q: 3 clusters Score -1531283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1531287.125000 Penalty: 3087.822754
	Iteration 78Q: 3 clusters Score -1531287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1531286.500000 Penalty: 3087.822754
	Iteration 79Q: 3 clusters Score -1531286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1531286.250000 Penalty: 3087.822754
	Iteration 80F: 3 clusters Score -1531286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -1531290.125000 Penalty: 3087.822754
	Iteration 81Q: 3 clusters Score -1531290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1531291.000000 Penalty: 3087.822754
	Iteration 82Q: 3 clusters Score -1531291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1531293.125000 Penalty: 3087.822754
	Iteration 83Q: 3 clusters Score -1531293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1531294.500000 Penalty: 3087.822754
	Iteration 84Q: 3 clusters Score -1531294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1531297.875000 Penalty: 3087.822754
	Iteration 85Q: 3 clusters Score -1531298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1531299.375000 Penalty: 3087.822754
	Iteration 86Q: 3 clusters Score -1531299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1531303.000000 Penalty: 3087.822754
	Iteration 87Q: 3 clusters Score -1531303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1531310.375000 Penalty: 3087.822754
	Iteration 88Q: 3 clusters Score -1531310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1531316.000000 Penalty: 3087.822754
	Iteration 89Q: 3 clusters Score -1531316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1531319.500000 Penalty: 3087.822754
	Iteration 90Q: 3 clusters Score -1531320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1531320.625000 Penalty: 3087.822754
	Iteration 91Q: 3 clusters Score -1531321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1531319.875000 Penalty: 3087.822754
	Iteration 92Q: 3 clusters Score -1531320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1531322.250000 Penalty: 3087.822754
	Iteration 93Q: 3 clusters Score -1531322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1531323.500000 Penalty: 3087.822754
	Iteration 94Q: 3 clusters Score -1531324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1531323.000000 Penalty: 3087.822754
	Iteration 95Q: 3 clusters Score -1531323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1531326.625000 Penalty: 3087.822754
	Iteration 96Q: 3 clusters Score -1531327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1531326.500000 Penalty: 3087.822754
	Iteration 97Q: 3 clusters Score -1531326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1531327.125000 Penalty: 3087.822754
	Iteration 98Q: 3 clusters Score -1531327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1531329.875000 Penalty: 3087.822754
	Iteration 99Q: 3 clusters Score -1531330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1531333.625000 Penalty: 3087.822754
	Iteration 100F: 3 clusters Score -1531334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1531343.250000 Penalty: 3087.822754
	Iteration 101Q: 3 clusters Score -1531343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1531350.250000 Penalty: 3087.822754
	Iteration 102Q: 3 clusters Score -1531350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1531353.750000 Penalty: 3087.822754
	Iteration 103Q: 3 clusters Score -1531354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -1531358.375000 Penalty: 3087.822754
	Iteration 104Q: 3 clusters Score -1531358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1531361.375000 Penalty: 3087.822754
	Iteration 105Q: 3 clusters Score -1531361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1531362.125000 Penalty: 3087.822754
	Iteration 106Q: 3 clusters Score -1531362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1531364.125000 Penalty: 3087.822754
	Iteration 107Q: 3 clusters Score -1531364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1531368.625000 Penalty: 3087.822754
	Iteration 108Q: 3 clusters Score -1531369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -1531371.750000 Penalty: 3087.822754
	Iteration 109Q: 3 clusters Score -1531372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1531373.125000 Penalty: 3087.822754
	Iteration 110Q: 3 clusters Score -1531373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -1531379.375000 Penalty: 3087.822754
	Iteration 111Q: 3 clusters Score -1531379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1531384.375000 Penalty: 3087.822754
	Iteration 112Q: 3 clusters Score -1531384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1531393.000000 Penalty: 3087.822754
	Iteration 113Q: 3 clusters Score -1531393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1531399.250000 Penalty: 3087.822754
	Iteration 114Q: 3 clusters Score -1531399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1531409.875000 Penalty: 3087.822754
	Iteration 115Q: 3 clusters Score -1531410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1531420.250000 Penalty: 3087.822754
	Iteration 116Q: 3 clusters Score -1531420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1531430.000000 Penalty: 3087.822754
	Iteration 117Q: 3 clusters Score -1531430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1531445.500000 Penalty: 3087.822754
	Iteration 118Q: 3 clusters Score -1531446 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1531460.625000 Penalty: 3087.822754
	Iteration 119Q: 3 clusters Score -1531461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1531469.875000 Penalty: 3087.822754
	Iteration 120F: 3 clusters Score -1531470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -1531476.500000 Penalty: 3087.822754
	Iteration 121Q: 3 clusters Score -1531476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1531479.750000 Penalty: 3087.822754
	Iteration 122Q: 3 clusters Score -1531480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1531482.500000 Penalty: 3087.822754
	Iteration 123Q: 3 clusters Score -1531482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1531482.875000 Penalty: 3087.822754
	Iteration 124Q: 3 clusters Score -1531483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1531485.625000 Penalty: 3087.822754
	Iteration 125Q: 3 clusters Score -1531486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1531486.750000 Penalty: 3087.822754
	Iteration 126Q: 3 clusters Score -1531487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1531491.000000 Penalty: 3087.822754
	Iteration 127Q: 3 clusters Score -1531491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1531492.625000 Penalty: 3087.822754
	Iteration 128Q: 3 clusters Score -1531493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1531492.250000 Penalty: 3087.822754
	Iteration 129Q: 3 clusters Score -1531492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1531493.125000 Penalty: 3087.822754
	Iteration 130Q: 3 clusters Score -1531493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1531495.375000 Penalty: 3087.822754
	Iteration 131Q: 3 clusters Score -1531495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1531495.375000 Penalty: 3087.822754
	Iteration 132F: 3 clusters Score -1531495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (86014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Entering Unmasked Estep 
Score: -10599652.000000 Penalty: 1846.368164
	Iteration 0F: 2 clusters Score -1.059965e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -10545859.000000 Penalty: 3692.736328
	Iteration 0F: 3 clusters Score -1.054586e+07 nChanged 41012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -10571603.000000 Penalty: 3692.736328
	Iteration 1F: 3 clusters Score -1.05716e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -10574677.000000 Penalty: 3692.736328
	Iteration 2F: 3 clusters Score -1.057468e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 54287 members 
Entering Unmasked Estep 
Score: -10579492.000000 Penalty: 3692.736328
	Iteration 3F: 3 clusters Score -1.057949e+07 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -10585474.000000 Penalty: 3692.736328
	Iteration 4F: 3 clusters Score -1.058547e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -10591264.000000 Penalty: 3692.736328
	Iteration 5F: 3 clusters Score -1.059126e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -10595800.000000 Penalty: 3692.736328
	Iteration 6F: 3 clusters Score -1.05958e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 67175 members 
Entering Unmasked Estep 
Score: -10599245.000000 Penalty: 3692.736328
	Iteration 7Q: 3 clusters Score -1.059924e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 68868 members 
Entering Unmasked Estep 
Score: -10601243.000000 Penalty: 3692.736328
	Iteration 8Q: 3 clusters Score -1.060124e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 70245 members 
Entering Unmasked Estep 
Score: -10602495.000000 Penalty: 3692.736328
	Iteration 9Q: 3 clusters Score -1.06025e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -10603259.000000 Penalty: 3692.736328
	Iteration 10Q: 3 clusters Score -1.060326e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -10603876.000000 Penalty: 3692.736328
	Iteration 11Q: 3 clusters Score -1.060388e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 73357 members 
Entering Unmasked Estep 
Score: -10604563.000000 Penalty: 3692.736328
	Iteration 12Q: 3 clusters Score -1.060456e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 74138 members 
Entering Unmasked Estep 
Score: -10605118.000000 Penalty: 3692.736328
	Iteration 13Q: 3 clusters Score -1.060512e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 74755 members 
Entering Unmasked Estep 
Score: -10605385.000000 Penalty: 3692.736328
	Iteration 14Q: 3 clusters Score -1.060538e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -10605579.000000 Penalty: 3692.736328
	Iteration 15Q: 3 clusters Score -1.060558e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
Score: -10605630.000000 Penalty: 3692.736328
	Iteration 16Q: 3 clusters Score -1.060563e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 75876 members 
Entering Unmasked Estep 
Score: -10605646.000000 Penalty: 3692.736328
	Iteration 17Q: 3 clusters Score -1.060565e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 76089 members 
Entering Unmasked Estep 
Score: -10605636.000000 Penalty: 3692.736328
	Iteration 18Q: 3 clusters Score -1.060564e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 76242 members 
Entering Unmasked Estep 
Score: -10605628.000000 Penalty: 3692.736328
	Iteration 19Q: 3 clusters Score -1.060563e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 76355 members 
Entering Unmasked Estep 
Score: -10605635.000000 Penalty: 3692.736328
	Iteration 20F: 3 clusters Score -1.060564e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 76463 members 
Entering Unmasked Estep 
Score: -10605611.000000 Penalty: 3692.736328
	Iteration 21Q: 3 clusters Score -1.060561e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -10605581.000000 Penalty: 3692.736328
	Iteration 22Q: 3 clusters Score -1.060558e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 76611 members 
Entering Unmasked Estep 
Score: -10605562.000000 Penalty: 3692.736328
	Iteration 23Q: 3 clusters Score -1.060556e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 76659 members 
Entering Unmasked Estep 
Score: -10605559.000000 Penalty: 3692.736328
	Iteration 24Q: 3 clusters Score -1.060556e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 76704 members 
Entering Unmasked Estep 
Score: -10605569.000000 Penalty: 3692.736328
	Iteration 25Q: 3 clusters Score -1.060557e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 76751 members 
Entering Unmasked Estep 
Score: -10605570.000000 Penalty: 3692.736328
	Iteration 26Q: 3 clusters Score -1.060557e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 76792 members 
Entering Unmasked Estep 
Score: -10605576.000000 Penalty: 3692.736328
	Iteration 27Q: 3 clusters Score -1.060558e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -10605568.000000 Penalty: 3692.736328
	Iteration 28Q: 3 clusters Score -1.060557e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 76846 members 
Entering Unmasked Estep 
Score: -10605557.000000 Penalty: 3692.736328
	Iteration 29Q: 3 clusters Score -1.060556e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 76860 members 
Entering Unmasked Estep 
Score: -10605559.000000 Penalty: 3692.736328
	Iteration 30Q: 3 clusters Score -1.060556e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 76873 members 
Entering Unmasked Estep 
Score: -10605559.000000 Penalty: 3692.736328
	Iteration 31Q: 3 clusters Score -1.060556e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 76883 members 
Entering Unmasked Estep 
Score: -10605546.000000 Penalty: 3692.736328
	Iteration 32Q: 3 clusters Score -1.060555e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 76895 members 
Entering Unmasked Estep 
Score: -10605541.000000 Penalty: 3692.736328
	Iteration 33Q: 3 clusters Score -1.060554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 76902 members 
Entering Unmasked Estep 
Score: -10605540.000000 Penalty: 3692.736328
	Iteration 34Q: 3 clusters Score -1.060554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 76903 members 
Entering Unmasked Estep 
Score: -10605535.000000 Penalty: 3692.736328
	Iteration 35Q: 3 clusters Score -1.060554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -10605536.000000 Penalty: 3692.736328
	Iteration 36Q: 3 clusters Score -1.060554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -10605536.000000 Penalty: 3692.736328
	Iteration 37F: 3 clusters Score -1.060554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 53925 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 31873 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 30297 members 
Mstep: Class 9 contains 19297 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 9110 members 
Mstep: Class 15 contains 2775 members 
Mstep: Class 16 contains 6862 members 
Mstep: Class 17 contains 11957 members 
Mstep: Class 18 contains 19683 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 5468 members 
Mstep: Class 21 contains 3012 members 
Mstep: Class 22 contains 24860 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 24831 members 
Mstep: Class 25 contains 1494 members 
Mstep: Class 26 contains 76904 members 
Entering Unmasked Estep 
Score: -48215088.000000 Penalty: 54520.390625
Splitting cluster 14 changes total score from -48195432.000000 to -48215088.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (2775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Entering Unmasked Estep 
Score: -322944.375000 Penalty: 1288.365967
	Iteration 0F: 2 clusters Score -322944.4 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 1419 members 
Entering Unmasked Estep 
Score: -320454.531250 Penalty: 2576.731934
	Iteration 0F: 3 clusters Score -320454.5 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -321375.843750 Penalty: 2576.731934
	Iteration 1F: 3 clusters Score -321375.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -321799.187500 Penalty: 2576.731934
	Iteration 2F: 3 clusters Score -321799.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -322149.687500 Penalty: 2576.731934
	Iteration 3F: 3 clusters Score -322149.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -322386.156250 Penalty: 2576.731934
	Iteration 4F: 3 clusters Score -322386.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -322545.468750 Penalty: 2576.731934
	Iteration 5Q: 3 clusters Score -322545.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -322754.968750 Penalty: 2576.731934
	Iteration 6Q: 3 clusters Score -322755 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -323149.625000 Penalty: 2576.731934
	Iteration 7Q: 3 clusters Score -323149.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -323277.218750 Penalty: 2576.731934
	Iteration 8Q: 3 clusters Score -323277.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -323318.750000 Penalty: 2576.731934
	Iteration 9Q: 3 clusters Score -323318.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -323337.625000 Penalty: 2576.731934
	Iteration 10Q: 3 clusters Score -323337.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -323350.937500 Penalty: 2576.731934
	Iteration 11Q: 3 clusters Score -323350.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -323359.625000 Penalty: 2576.731934
	Iteration 12Q: 3 clusters Score -323359.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -323370.562500 Penalty: 2576.731934
	Iteration 13Q: 3 clusters Score -323370.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -323377.750000 Penalty: 2576.731934
	Iteration 14Q: 3 clusters Score -323377.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -323382.906250 Penalty: 2576.731934
	Iteration 15Q: 3 clusters Score -323382.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -323386.406250 Penalty: 2576.731934
	Iteration 16Q: 3 clusters Score -323386.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -323387.250000 Penalty: 2576.731934
	Iteration 17Q: 3 clusters Score -323387.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -323389.156250 Penalty: 2576.731934
	Iteration 18Q: 3 clusters Score -323389.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -323389.937500 Penalty: 2576.731934
	Iteration 19Q: 3 clusters Score -323389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -323389.906250 Penalty: 2576.731934
	Iteration 20F: 3 clusters Score -323389.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -323389.562500 Penalty: 2576.731934
	Iteration 21Q: 3 clusters Score -323389.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -323389.562500 Penalty: 2576.731934
	Iteration 22F: 3 clusters Score -323389.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 53925 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 31873 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 30297 members 
Mstep: Class 9 contains 19297 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 9110 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 6862 members 
Mstep: Class 17 contains 11957 members 
Mstep: Class 18 contains 19683 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 5468 members 
Mstep: Class 21 contains 3012 members 
Mstep: Class 22 contains 24860 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 24831 members 
Mstep: Class 25 contains 1494 members 
Mstep: Class 26 contains 76904 members 
Mstep: Class 27 contains 1290 members 
Entering Unmasked Estep 
Score: -48214736.000000 Penalty: 56617.332031
Splitting cluster 15 changes total score from -48195432.000000 to -48214736.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (6862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Entering Unmasked Estep 
Score: -813179.562500 Penalty: 1435.485107
	Iteration 0F: 2 clusters Score -813179.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -808163.750000 Penalty: 2870.970215
	Iteration 0F: 3 clusters Score -808163.8 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -810727.562500 Penalty: 2870.970215
	Iteration 1F: 3 clusters Score -810727.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -812033.812500 Penalty: 2870.970215
	Iteration 2F: 3 clusters Score -812033.8 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -813218.312500 Penalty: 2870.970215
	Iteration 3F: 3 clusters Score -813218.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -814148.000000 Penalty: 2870.970215
	Iteration 4F: 3 clusters Score -814148 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -814725.812500 Penalty: 2870.970215
	Iteration 5F: 3 clusters Score -814725.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -815145.062500 Penalty: 2870.970215
	Iteration 6Q: 3 clusters Score -815145.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -815776.375000 Penalty: 2870.970215
	Iteration 7Q: 3 clusters Score -815776.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -816567.875000 Penalty: 2870.970215
	Iteration 8Q: 3 clusters Score -816567.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -816799.625000 Penalty: 2870.970215
	Iteration 9Q: 3 clusters Score -816799.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -816891.000000 Penalty: 2870.970215
	Iteration 10Q: 3 clusters Score -816891 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -816995.375000 Penalty: 2870.970215
	Iteration 11Q: 3 clusters Score -816995.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -817042.562500 Penalty: 2870.970215
	Iteration 12Q: 3 clusters Score -817042.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -817067.187500 Penalty: 2870.970215
	Iteration 13Q: 3 clusters Score -817067.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -817079.750000 Penalty: 2870.970215
	Iteration 14Q: 3 clusters Score -817079.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -817093.625000 Penalty: 2870.970215
	Iteration 15Q: 3 clusters Score -817093.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -817099.750000 Penalty: 2870.970215
	Iteration 16Q: 3 clusters Score -817099.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -817104.312500 Penalty: 2870.970215
	Iteration 17Q: 3 clusters Score -817104.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -817105.687500 Penalty: 2870.970215
	Iteration 18Q: 3 clusters Score -817105.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -817107.750000 Penalty: 2870.970215
	Iteration 19Q: 3 clusters Score -817107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -817108.312500 Penalty: 2870.970215
	Iteration 20F: 3 clusters Score -817108.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 53925 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 31873 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 30297 members 
Mstep: Class 9 contains 19297 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 9110 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 11957 members 
Mstep: Class 18 contains 19683 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 5468 members 
Mstep: Class 21 contains 3012 members 
Mstep: Class 22 contains 24860 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 24831 members 
Mstep: Class 25 contains 1494 members 
Mstep: Class 26 contains 76904 members 
Mstep: Class 27 contains 1290 members 
Mstep: Class 28 contains 3428 members 
Entering Unmasked Estep 
Score: -48218032.000000 Penalty: 58714.269531
Splitting cluster 16 changes total score from -48195432.000000 to -48218032.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (11957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Entering Unmasked Estep 
Score: -1451914.125000 Penalty: 1525.724243
	Iteration 0F: 2 clusters Score -1451914 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 5939 members 
Entering Unmasked Estep 
Score: -1443602.750000 Penalty: 3051.448486
	Iteration 0F: 3 clusters Score -1443603 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1447215.625000 Penalty: 3051.448486
	Iteration 1F: 3 clusters Score -1447216 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1448451.500000 Penalty: 3051.448486
	Iteration 2F: 3 clusters Score -1448452 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1449971.375000 Penalty: 3051.448486
	Iteration 3F: 3 clusters Score -1449971 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1451369.500000 Penalty: 3051.448486
	Iteration 4F: 3 clusters Score -1451370 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1452181.250000 Penalty: 3051.448486
	Iteration 5F: 3 clusters Score -1452181 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1452519.875000 Penalty: 3051.448486
	Iteration 6Q: 3 clusters Score -1452520 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1452645.875000 Penalty: 3051.448486
	Iteration 7Q: 3 clusters Score -1452646 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1452698.750000 Penalty: 3051.448486
	Iteration 8Q: 3 clusters Score -1452699 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1452739.500000 Penalty: 3051.448486
	Iteration 9Q: 3 clusters Score -1452740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1452775.000000 Penalty: 3051.448486
	Iteration 10Q: 3 clusters Score -1452775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1452799.500000 Penalty: 3051.448486
	Iteration 11Q: 3 clusters Score -1452800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1452812.625000 Penalty: 3051.448486
	Iteration 12Q: 3 clusters Score -1452813 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1452820.000000 Penalty: 3051.448486
	Iteration 13Q: 3 clusters Score -1452820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1452825.500000 Penalty: 3051.448486
	Iteration 14Q: 3 clusters Score -1452826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1452834.625000 Penalty: 3051.448486
	Iteration 15Q: 3 clusters Score -1452835 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1452842.500000 Penalty: 3051.448486
	Iteration 16Q: 3 clusters Score -1452842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1452838.750000 Penalty: 3051.448486
	Iteration 17Q: 3 clusters Score -1452839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1452845.625000 Penalty: 3051.448486
	Iteration 18Q: 3 clusters Score -1452846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1452848.250000 Penalty: 3051.448486
	Iteration 19Q: 3 clusters Score -1452848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1452848.375000 Penalty: 3051.448486
	Iteration 20F: 3 clusters Score -1452848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1452851.375000 Penalty: 3051.448486
	Iteration 21Q: 3 clusters Score -1452851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1452858.750000 Penalty: 3051.448486
	Iteration 22Q: 3 clusters Score -1452859 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1452863.250000 Penalty: 3051.448486
	Iteration 23Q: 3 clusters Score -1452863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1452866.125000 Penalty: 3051.448486
	Iteration 24Q: 3 clusters Score -1452866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1452869.000000 Penalty: 3051.448486
	Iteration 25Q: 3 clusters Score -1452869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1452869.500000 Penalty: 3051.448486
	Iteration 26Q: 3 clusters Score -1452870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1452873.250000 Penalty: 3051.448486
	Iteration 27Q: 3 clusters Score -1452873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1452879.375000 Penalty: 3051.448486
	Iteration 28Q: 3 clusters Score -1452879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1452885.125000 Penalty: 3051.448486
	Iteration 29Q: 3 clusters Score -1452885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1452884.625000 Penalty: 3051.448486
	Iteration 30Q: 3 clusters Score -1452885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1452885.250000 Penalty: 3051.448486
	Iteration 31Q: 3 clusters Score -1452885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1452886.000000 Penalty: 3051.448486
	Iteration 32Q: 3 clusters Score -1452886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1452890.125000 Penalty: 3051.448486
	Iteration 33Q: 3 clusters Score -1452890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1452892.125000 Penalty: 3051.448486
	Iteration 34Q: 3 clusters Score -1452892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1452894.250000 Penalty: 3051.448486
	Iteration 35Q: 3 clusters Score -1452894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1452894.750000 Penalty: 3051.448486
	Iteration 36Q: 3 clusters Score -1452895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1452894.750000 Penalty: 3051.448486
	Iteration 37Q: 3 clusters Score -1452895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1452894.750000 Penalty: 3051.448486
	Iteration 38Q: 3 clusters Score -1452895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1452899.375000 Penalty: 3051.448486
	Iteration 39Q: 3 clusters Score -1452899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1452899.000000 Penalty: 3051.448486
	Iteration 40F: 3 clusters Score -1452899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1452898.500000 Penalty: 3051.448486
	Iteration 41Q: 3 clusters Score -1452898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1452900.250000 Penalty: 3051.448486
	Iteration 42Q: 3 clusters Score -1452900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1452899.875000 Penalty: 3051.448486
	Iteration 43Q: 3 clusters Score -1452900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1452903.625000 Penalty: 3051.448486
	Iteration 44Q: 3 clusters Score -1452904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1452904.875000 Penalty: 3051.448486
	Iteration 45Q: 3 clusters Score -1452905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1452906.625000 Penalty: 3051.448486
	Iteration 46Q: 3 clusters Score -1452907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1452906.500000 Penalty: 3051.448486
	Iteration 47Q: 3 clusters Score -1452906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1452907.875000 Penalty: 3051.448486
	Iteration 48Q: 3 clusters Score -1452908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1452907.875000 Penalty: 3051.448486
	Iteration 49F: 3 clusters Score -1452908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 53925 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 31873 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 30297 members 
Mstep: Class 9 contains 19297 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 9110 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 10627 members 
Mstep: Class 18 contains 19683 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 5468 members 
Mstep: Class 21 contains 3012 members 
Mstep: Class 22 contains 24860 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 24831 members 
Mstep: Class 25 contains 1494 members 
Mstep: Class 26 contains 76904 members 
Mstep: Class 27 contains 1290 members 
Mstep: Class 28 contains 3428 members 
Mstep: Class 29 contains 1330 members 
Entering Unmasked Estep 
Score: -48218440.000000 Penalty: 60811.207031
Splitting cluster 17 changes total score from -48195432.000000 to -48218440.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (19683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Entering Unmasked Estep 
Score: -2431277.500000 Penalty: 1606.720459
	Iteration 0F: 2 clusters Score -2431278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2417767.250000 Penalty: 3213.440918
	Iteration 0F: 3 clusters Score -2417767 nChanged 9013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2422850.750000 Penalty: 3213.440918
	Iteration 1F: 3 clusters Score -2422851 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2423293.500000 Penalty: 3213.440918
	Iteration 2F: 3 clusters Score -2423294 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -2423717.000000 Penalty: 3213.440918
	Iteration 3F: 3 clusters Score -2423717 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2424195.500000 Penalty: 3213.440918
	Iteration 4F: 3 clusters Score -2424196 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2424731.750000 Penalty: 3213.440918
	Iteration 5F: 3 clusters Score -2424732 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2425381.000000 Penalty: 3213.440918
	Iteration 6F: 3 clusters Score -2425381 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2426107.000000 Penalty: 3213.440918
	Iteration 7F: 3 clusters Score -2426107 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2426843.500000 Penalty: 3213.440918
	Iteration 8F: 3 clusters Score -2426844 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2427560.500000 Penalty: 3213.440918
	Iteration 9F: 3 clusters Score -2427560 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2428255.750000 Penalty: 3213.440918
	Iteration 10Q: 3 clusters Score -2428256 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2428789.750000 Penalty: 3213.440918
	Iteration 11Q: 3 clusters Score -2428790 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2429169.500000 Penalty: 3213.440918
	Iteration 12Q: 3 clusters Score -2429170 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2429453.000000 Penalty: 3213.440918
	Iteration 13Q: 3 clusters Score -2429453 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2429607.250000 Penalty: 3213.440918
	Iteration 14Q: 3 clusters Score -2429607 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2429686.250000 Penalty: 3213.440918
	Iteration 15Q: 3 clusters Score -2429686 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2429739.250000 Penalty: 3213.440918
	Iteration 16Q: 3 clusters Score -2429739 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2429784.750000 Penalty: 3213.440918
	Iteration 17Q: 3 clusters Score -2429785 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2429821.750000 Penalty: 3213.440918
	Iteration 18Q: 3 clusters Score -2429822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2429846.750000 Penalty: 3213.440918
	Iteration 19Q: 3 clusters Score -2429847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2429859.000000 Penalty: 3213.440918
	Iteration 20F: 3 clusters Score -2429859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2429871.250000 Penalty: 3213.440918
	Iteration 21Q: 3 clusters Score -2429871 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2429892.750000 Penalty: 3213.440918
	Iteration 22Q: 3 clusters Score -2429893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2429894.750000 Penalty: 3213.440918
	Iteration 23Q: 3 clusters Score -2429895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2429905.500000 Penalty: 3213.440918
	Iteration 24Q: 3 clusters Score -2429906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2429912.500000 Penalty: 3213.440918
	Iteration 25Q: 3 clusters Score -2429912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2429915.500000 Penalty: 3213.440918
	Iteration 26Q: 3 clusters Score -2429916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2429917.250000 Penalty: 3213.440918
	Iteration 27Q: 3 clusters Score -2429917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2429924.250000 Penalty: 3213.440918
	Iteration 28Q: 3 clusters Score -2429924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2429925.000000 Penalty: 3213.440918
	Iteration 29Q: 3 clusters Score -2429925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2429934.250000 Penalty: 3213.440918
	Iteration 30Q: 3 clusters Score -2429934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2429934.250000 Penalty: 3213.440918
	Iteration 31Q: 3 clusters Score -2429934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2429940.250000 Penalty: 3213.440918
	Iteration 32Q: 3 clusters Score -2429940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2429941.500000 Penalty: 3213.440918
	Iteration 33Q: 3 clusters Score -2429942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2429945.000000 Penalty: 3213.440918
	Iteration 34Q: 3 clusters Score -2429945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2429949.250000 Penalty: 3213.440918
	Iteration 35Q: 3 clusters Score -2429949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2429952.250000 Penalty: 3213.440918
	Iteration 36Q: 3 clusters Score -2429952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2429951.750000 Penalty: 3213.440918
	Iteration 37Q: 3 clusters Score -2429952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2429950.500000 Penalty: 3213.440918
	Iteration 38Q: 3 clusters Score -2429950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2429951.000000 Penalty: 3213.440918
	Iteration 39Q: 3 clusters Score -2429951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2429951.000000 Penalty: 3213.440918
	Iteration 40F: 3 clusters Score -2429951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Entering Unmasked Estep 
Score: -587697.687500 Penalty: 1378.018555
	Iteration 0F: 2 clusters Score -587697.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -583902.125000 Penalty: 2756.037109
	Iteration 0F: 3 clusters Score -583902.1 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -585013.875000 Penalty: 2756.037109
	Iteration 1F: 3 clusters Score -585013.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -585295.437500 Penalty: 2756.037109
	Iteration 2F: 3 clusters Score -585295.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -585510.062500 Penalty: 2756.037109
	Iteration 3F: 3 clusters Score -585510.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -585702.562500 Penalty: 2756.037109
	Iteration 4F: 3 clusters Score -585702.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -585851.937500 Penalty: 2756.037109
	Iteration 5Q: 3 clusters Score -585851.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -585983.937500 Penalty: 2756.037109
	Iteration 6Q: 3 clusters Score -585983.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -586098.625000 Penalty: 2756.037109
	Iteration 7Q: 3 clusters Score -586098.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -586188.375000 Penalty: 2756.037109
	Iteration 8Q: 3 clusters Score -586188.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -586250.625000 Penalty: 2756.037109
	Iteration 9Q: 3 clusters Score -586250.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -586302.562500 Penalty: 2756.037109
	Iteration 10Q: 3 clusters Score -586302.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -586340.687500 Penalty: 2756.037109
	Iteration 11Q: 3 clusters Score -586340.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -586368.562500 Penalty: 2756.037109
	Iteration 12Q: 3 clusters Score -586368.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -586392.312500 Penalty: 2756.037109
	Iteration 13Q: 3 clusters Score -586392.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -586409.937500 Penalty: 2756.037109
	Iteration 14Q: 3 clusters Score -586409.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -586434.062500 Penalty: 2756.037109
	Iteration 15Q: 3 clusters Score -586434.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -586454.812500 Penalty: 2756.037109
	Iteration 16Q: 3 clusters Score -586454.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -586464.562500 Penalty: 2756.037109
	Iteration 17Q: 3 clusters Score -586464.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -586474.312500 Penalty: 2756.037109
	Iteration 18Q: 3 clusters Score -586474.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -586478.750000 Penalty: 2756.037109
	Iteration 19Q: 3 clusters Score -586478.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -586484.500000 Penalty: 2756.037109
	Iteration 20F: 3 clusters Score -586484.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -586493.562500 Penalty: 2756.037109
	Iteration 21Q: 3 clusters Score -586493.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -586501.750000 Penalty: 2756.037109
	Iteration 22Q: 3 clusters Score -586501.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -586511.562500 Penalty: 2756.037109
	Iteration 23Q: 3 clusters Score -586511.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -586525.625000 Penalty: 2756.037109
	Iteration 24Q: 3 clusters Score -586525.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -586542.375000 Penalty: 2756.037109
	Iteration 25Q: 3 clusters Score -586542.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -586550.187500 Penalty: 2756.037109
	Iteration 26Q: 3 clusters Score -586550.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -586563.625000 Penalty: 2756.037109
	Iteration 27Q: 3 clusters Score -586563.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -586576.687500 Penalty: 2756.037109
	Iteration 28Q: 3 clusters Score -586576.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -586584.062500 Penalty: 2756.037109
	Iteration 29Q: 3 clusters Score -586584.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -586589.437500 Penalty: 2756.037109
	Iteration 30Q: 3 clusters Score -586589.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -586592.187500 Penalty: 2756.037109
	Iteration 31Q: 3 clusters Score -586592.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -586600.125000 Penalty: 2756.037109
	Iteration 32Q: 3 clusters Score -586600.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -586606.250000 Penalty: 2756.037109
	Iteration 33Q: 3 clusters Score -586606.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -586614.687500 Penalty: 2756.037109
	Iteration 34Q: 3 clusters Score -586614.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -586623.500000 Penalty: 2756.037109
	Iteration 35Q: 3 clusters Score -586623.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -586632.312500 Penalty: 2756.037109
	Iteration 36Q: 3 clusters Score -586632.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -586636.875000 Penalty: 2756.037109
	Iteration 37Q: 3 clusters Score -586636.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -586645.750000 Penalty: 2756.037109
	Iteration 38Q: 3 clusters Score -586645.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -586657.375000 Penalty: 2756.037109
	Iteration 39Q: 3 clusters Score -586657.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -586665.250000 Penalty: 2756.037109
	Iteration 40F: 3 clusters Score -586665.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -586673.937500 Penalty: 2756.037109
	Iteration 41Q: 3 clusters Score -586673.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -586678.187500 Penalty: 2756.037109
	Iteration 42Q: 3 clusters Score -586678.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -586684.937500 Penalty: 2756.037109
	Iteration 43Q: 3 clusters Score -586684.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -586692.125000 Penalty: 2756.037109
	Iteration 44Q: 3 clusters Score -586692.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -586697.375000 Penalty: 2756.037109
	Iteration 45Q: 3 clusters Score -586697.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -586701.812500 Penalty: 2756.037109
	Iteration 46Q: 3 clusters Score -586701.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -586704.437500 Penalty: 2756.037109
	Iteration 47Q: 3 clusters Score -586704.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -586706.437500 Penalty: 2756.037109
	Iteration 48Q: 3 clusters Score -586706.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -586708.000000 Penalty: 2756.037109
	Iteration 49Q: 3 clusters Score -586708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -586711.125000 Penalty: 2756.037109
	Iteration 50Q: 3 clusters Score -586711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -586713.875000 Penalty: 2756.037109
	Iteration 51Q: 3 clusters Score -586713.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -586716.250000 Penalty: 2756.037109
	Iteration 52Q: 3 clusters Score -586716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -586719.125000 Penalty: 2756.037109
	Iteration 53Q: 3 clusters Score -586719.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -586719.875000 Penalty: 2756.037109
	Iteration 54Q: 3 clusters Score -586719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -586720.937500 Penalty: 2756.037109
	Iteration 55Q: 3 clusters Score -586720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -586720.312500 Penalty: 2756.037109
	Iteration 56Q: 3 clusters Score -586720.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -586722.250000 Penalty: 2756.037109
	Iteration 57Q: 3 clusters Score -586722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -586721.875000 Penalty: 2756.037109
	Iteration 58Q: 3 clusters Score -586721.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -586723.187500 Penalty: 2756.037109
	Iteration 59Q: 3 clusters Score -586723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -586723.250000 Penalty: 2756.037109
	Iteration 60F: 3 clusters Score -586723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 53925 members 
Mstep: Class 4 contains 7877 members 
Mstep: Class 5 contains 7451 members 
Mstep: Class 6 contains 31873 members 
Mstep: Class 7 contains 15014 members 
Mstep: Class 8 contains 30297 members 
Mstep: Class 9 contains 19297 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 15604 members 
Mstep: Class 12 contains 2652 members 
Mstep: Class 13 contains 13373 members 
Mstep: Class 14 contains 9110 members 
Mstep: Class 15 contains 1485 members 
Mstep: Class 16 contains 3434 members 
Mstep: Class 17 contains 10627 members 
Mstep: Class 18 contains 19683 members 
Mstep: Class 19 contains 4818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48225140.000000 Penalty: 60811.207031
Iteration 39Q: 30 clusters Score -4.822514e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4400 members 
Mstep: Class 3 contains 55465 members 
Mstep: Class 4 contains 7807 members 
Mstep: Class 5 contains 7706 members 
Mstep: Class 6 contains 31679 members 
Mstep: Class 7 contains 15090 members 
Mstep: Class 8 contains 30527 members 
Mstep: Class 9 contains 19419 members 
Mstep: Class 10 contains 5100 members 
Mstep: Class 11 contains 16154 members 
Mstep: Class 12 contains 2928 members 
Mstep: Class 13 contains 13939 members 
Mstep: Class 14 contains 9168 members 
Mstep: Class 15 contains 1607 members 
Mstep: Class 16 contains 3543 members 
Mstep: Class 17 contains 10816 members 
Mstep: Class 18 contains 19842 members 
Mstep: Class 19 contains 4665 members 
Mstep: Class 20 contains 5341 members 
Mstep: Class 21 contains 2890 members 
Mstep: Class 22 contains 24644 members 
Mstep: Class 23 contains 2347 members 
Mstep: Class 24 contains 23471 members 
Mstep: Class 25 contains 1416 members 
Mstep: Class 26 contains 75358 members 
Mstep: Class 27 contains 1195 members 
Mstep: Class 28 contains 3284 members 
Mstep: Class 29 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48231032.000000 Penalty: 60811.207031
Iteration 40F: 30 clusters Score -4.823103e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 55622 members 
Mstep: Class 4 contains 7726 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 31120 members 
Mstep: Class 7 contains 15011 members 
Mstep: Class 8 contains 30388 members 
Mstep: Class 9 contains 19377 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 16397 members 
Mstep: Class 12 contains 2923 members 
Mstep: Class 13 contains 13988 members 
Mstep: Class 14 contains 9187 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 16 contains 3566 members 
Mstep: Class 17 contains 10473 members 
Mstep: Class 18 contains 19903 members 
Mstep: Class 19 contains 4530 members 
Mstep: Class 20 contains 5257 members 
Mstep: Class 21 contains 3021 members 
Mstep: Class 22 contains 25350 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 22854 members 
Mstep: Class 25 contains 1576 members 
Mstep: Class 26 contains 75544 members 
Mstep: Class 27 contains 1163 members 
Mstep: Class 28 contains 3326 members 
Mstep: Class 29 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48233496.000000 Penalty: 60811.207031
Iteration 41Q: 30 clusters Score -4.82335e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4414 members 
Mstep: Class 3 contains 55767 members 
Mstep: Class 4 contains 7694 members 
Mstep: Class 5 contains 7824 members 
Mstep: Class 6 contains 30682 members 
Mstep: Class 7 contains 14973 members 
Mstep: Class 8 contains 30347 members 
Mstep: Class 9 contains 19370 members 
Mstep: Class 10 contains 5071 members 
Mstep: Class 11 contains 16560 members 
Mstep: Class 12 contains 2915 members 
Mstep: Class 13 contains 14015 members 
Mstep: Class 14 contains 9226 members 
Mstep: Class 15 contains 1650 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 10228 members 
Mstep: Class 18 contains 19962 members 
Mstep: Class 19 contains 4449 members 
Mstep: Class 20 contains 5200 members 
Mstep: Class 21 contains 3123 members 
Mstep: Class 22 contains 25830 members 
Mstep: Class 23 contains 2817 members 
Mstep: Class 24 contains 22373 members 
Mstep: Class 25 contains 1645 members 
Mstep: Class 26 contains 75523 members 
Mstep: Class 27 contains 1155 members 
Mstep: Class 28 contains 3346 members 
Mstep: Class 29 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48234736.000000 Penalty: 60811.207031
Iteration 42Q: 30 clusters Score -4.823474e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4413 members 
Mstep: Class 3 contains 55837 members 
Mstep: Class 4 contains 7681 members 
Mstep: Class 5 contains 7858 members 
Mstep: Class 6 contains 30355 members 
Mstep: Class 7 contains 14950 members 
Mstep: Class 8 contains 30343 members 
Mstep: Class 9 contains 19349 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 16710 members 
Mstep: Class 12 contains 2883 members 
Mstep: Class 13 contains 14040 members 
Mstep: Class 14 contains 9276 members 
Mstep: Class 15 contains 1673 members 
Mstep: Class 16 contains 3631 members 
Mstep: Class 17 contains 10039 members 
Mstep: Class 18 contains 20008 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 5164 members 
Mstep: Class 21 contains 3207 members 
Mstep: Class 22 contains 26212 members 
Mstep: Class 23 contains 3000 members 
Mstep: Class 24 contains 22020 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 75425 members 
Mstep: Class 27 contains 1157 members 
Mstep: Class 28 contains 3363 members 
Mstep: Class 29 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235396.000000 Penalty: 60811.207031
Iteration 43Q: 30 clusters Score -4.82354e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 55844 members 
Mstep: Class 4 contains 7678 members 
Mstep: Class 5 contains 7876 members 
Mstep: Class 6 contains 30091 members 
Mstep: Class 7 contains 14938 members 
Mstep: Class 8 contains 30351 members 
Mstep: Class 9 contains 19335 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 16850 members 
Mstep: Class 12 contains 2857 members 
Mstep: Class 13 contains 14068 members 
Mstep: Class 14 contains 9326 members 
Mstep: Class 15 contains 1696 members 
Mstep: Class 16 contains 3649 members 
Mstep: Class 17 contains 9906 members 
Mstep: Class 18 contains 20035 members 
Mstep: Class 19 contains 4370 members 
Mstep: Class 20 contains 5133 members 
Mstep: Class 21 contains 3269 members 
Mstep: Class 22 contains 26545 members 
Mstep: Class 23 contains 3138 members 
Mstep: Class 24 contains 21744 members 
Mstep: Class 25 contains 1701 members 
Mstep: Class 26 contains 75323 members 
Mstep: Class 27 contains 1150 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236176.000000 Penalty: 60811.207031
Iteration 44Q: 30 clusters Score -4.823618e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 55817 members 
Mstep: Class 4 contains 7681 members 
Mstep: Class 5 contains 7883 members 
Mstep: Class 6 contains 29862 members 
Mstep: Class 7 contains 14932 members 
Mstep: Class 8 contains 30361 members 
Mstep: Class 9 contains 19309 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 17007 members 
Mstep: Class 12 contains 2831 members 
Mstep: Class 13 contains 14108 members 
Mstep: Class 14 contains 9381 members 
Mstep: Class 15 contains 1716 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 9802 members 
Mstep: Class 18 contains 20045 members 
Mstep: Class 19 contains 4340 members 
Mstep: Class 20 contains 5123 members 
Mstep: Class 21 contains 3332 members 
Mstep: Class 22 contains 26828 members 
Mstep: Class 23 contains 3281 members 
Mstep: Class 24 contains 21535 members 
Mstep: Class 25 contains 1704 members 
Mstep: Class 26 contains 75189 members 
Mstep: Class 27 contains 1146 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236608.000000 Penalty: 60811.207031
Iteration 45Q: 30 clusters Score -4.823661e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4411 members 
Mstep: Class 3 contains 55798 members 
Mstep: Class 4 contains 7679 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 29660 members 
Mstep: Class 7 contains 14922 members 
Mstep: Class 8 contains 30378 members 
Mstep: Class 9 contains 19292 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 17146 members 
Mstep: Class 12 contains 2803 members 
Mstep: Class 13 contains 14142 members 
Mstep: Class 14 contains 9427 members 
Mstep: Class 15 contains 1742 members 
Mstep: Class 16 contains 3644 members 
Mstep: Class 17 contains 9704 members 
Mstep: Class 18 contains 20051 members 
Mstep: Class 19 contains 4305 members 
Mstep: Class 20 contains 5114 members 
Mstep: Class 21 contains 3385 members 
Mstep: Class 22 contains 27066 members 
Mstep: Class 23 contains 3439 members 
Mstep: Class 24 contains 21356 members 
Mstep: Class 25 contains 1700 members 
Mstep: Class 26 contains 75070 members 
Mstep: Class 27 contains 1142 members 
Mstep: Class 28 contains 3393 members 
Mstep: Class 29 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236948.000000 Penalty: 60811.207031
Iteration 46Q: 30 clusters Score -4.823695e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 55780 members 
Mstep: Class 4 contains 7685 members 
Mstep: Class 5 contains 7887 members 
Mstep: Class 6 contains 29487 members 
Mstep: Class 7 contains 14916 members 
Mstep: Class 8 contains 30393 members 
Mstep: Class 9 contains 19288 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 17247 members 
Mstep: Class 12 contains 2766 members 
Mstep: Class 13 contains 14207 members 
Mstep: Class 14 contains 9458 members 
Mstep: Class 15 contains 1765 members 
Mstep: Class 16 contains 3628 members 
Mstep: Class 17 contains 9621 members 
Mstep: Class 18 contains 20045 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 5097 members 
Mstep: Class 21 contains 3424 members 
Mstep: Class 22 contains 27250 members 
Mstep: Class 23 contains 3591 members 
Mstep: Class 24 contains 21214 members 
Mstep: Class 25 contains 1707 members 
Mstep: Class 26 contains 74968 members 
Mstep: Class 27 contains 1136 members 
Mstep: Class 28 contains 3393 members 
Mstep: Class 29 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237412.000000 Penalty: 60811.207031
Iteration 47Q: 30 clusters Score -4.823741e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4414 members 
Mstep: Class 3 contains 55777 members 
Mstep: Class 4 contains 7693 members 
Mstep: Class 5 contains 7889 members 
Mstep: Class 6 contains 29328 members 
Mstep: Class 7 contains 14916 members 
Mstep: Class 8 contains 30416 members 
Mstep: Class 9 contains 19269 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 17296 members 
Mstep: Class 12 contains 2719 members 
Mstep: Class 13 contains 14258 members 
Mstep: Class 14 contains 9490 members 
Mstep: Class 15 contains 1787 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 9562 members 
Mstep: Class 18 contains 20044 members 
Mstep: Class 19 contains 4258 members 
Mstep: Class 20 contains 5094 members 
Mstep: Class 21 contains 3457 members 
Mstep: Class 22 contains 27406 members 
Mstep: Class 23 contains 3743 members 
Mstep: Class 24 contains 21085 members 
Mstep: Class 25 contains 1705 members 
Mstep: Class 26 contains 74882 members 
Mstep: Class 27 contains 1135 members 
Mstep: Class 28 contains 3395 members 
Mstep: Class 29 contains 1435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237704.000000 Penalty: 60811.207031
Iteration 48Q: 30 clusters Score -4.82377e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4416 members 
Mstep: Class 3 contains 55783 members 
Mstep: Class 4 contains 7705 members 
Mstep: Class 5 contains 7886 members 
Mstep: Class 6 contains 29190 members 
Mstep: Class 7 contains 14918 members 
Mstep: Class 8 contains 30430 members 
Mstep: Class 9 contains 19257 members 
Mstep: Class 10 contains 5073 members 
Mstep: Class 11 contains 17345 members 
Mstep: Class 12 contains 2678 members 
Mstep: Class 13 contains 14305 members 
Mstep: Class 14 contains 9521 members 
Mstep: Class 15 contains 1799 members 
Mstep: Class 16 contains 3606 members 
Mstep: Class 17 contains 9522 members 
Mstep: Class 18 contains 20044 members 
Mstep: Class 19 contains 4227 members 
Mstep: Class 20 contains 5085 members 
Mstep: Class 21 contains 3489 members 
Mstep: Class 22 contains 27539 members 
Mstep: Class 23 contains 3878 members 
Mstep: Class 24 contains 20970 members 
Mstep: Class 25 contains 1698 members 
Mstep: Class 26 contains 74792 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 3396 members 
Mstep: Class 29 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237832.000000 Penalty: 60811.207031
Iteration 49Q: 30 clusters Score -4.823783e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 55800 members 
Mstep: Class 4 contains 7715 members 
Mstep: Class 5 contains 7889 members 
Mstep: Class 6 contains 29060 members 
Mstep: Class 7 contains 14919 members 
Mstep: Class 8 contains 30452 members 
Mstep: Class 9 contains 19248 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 17403 members 
Mstep: Class 12 contains 2640 members 
Mstep: Class 13 contains 14339 members 
Mstep: Class 14 contains 9551 members 
Mstep: Class 15 contains 1813 members 
Mstep: Class 16 contains 3589 members 
Mstep: Class 17 contains 9498 members 
Mstep: Class 18 contains 20025 members 
Mstep: Class 19 contains 4187 members 
Mstep: Class 20 contains 5077 members 
Mstep: Class 21 contains 3519 members 
Mstep: Class 22 contains 27654 members 
Mstep: Class 23 contains 3995 members 
Mstep: Class 24 contains 20876 members 
Mstep: Class 25 contains 1689 members 
Mstep: Class 26 contains 74701 members 
Mstep: Class 27 contains 1131 members 
Mstep: Class 28 contains 3400 members 
Mstep: Class 29 contains 1456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237924.000000 Penalty: 60811.207031
Iteration 50Q: 30 clusters Score -4.823792e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4420 members 
Mstep: Class 3 contains 55807 members 
Mstep: Class 4 contains 7712 members 
Mstep: Class 5 contains 7892 members 
Mstep: Class 6 contains 28943 members 
Mstep: Class 7 contains 14919 members 
Mstep: Class 8 contains 30488 members 
Mstep: Class 9 contains 19243 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 11 contains 17450 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 14381 members 
Mstep: Class 14 contains 9568 members 
Mstep: Class 15 contains 1817 members 
Mstep: Class 16 contains 3573 members 
Mstep: Class 17 contains 9488 members 
Mstep: Class 18 contains 20015 members 
Mstep: Class 19 contains 4140 members 
Mstep: Class 20 contains 5069 members 
Mstep: Class 21 contains 3565 members 
Mstep: Class 22 contains 27736 members 
Mstep: Class 23 contains 4083 members 
Mstep: Class 24 contains 20802 members 
Mstep: Class 25 contains 1686 members 
Mstep: Class 26 contains 74633 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 3400 members 
Mstep: Class 29 contains 1454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238136.000000 Penalty: 60811.207031
Iteration 51Q: 30 clusters Score -4.823814e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4425 members 
Mstep: Class 3 contains 55808 members 
Mstep: Class 4 contains 7713 members 
Mstep: Class 5 contains 7900 members 
Mstep: Class 6 contains 28828 members 
Mstep: Class 7 contains 14913 members 
Mstep: Class 8 contains 30521 members 
Mstep: Class 9 contains 19230 members 
Mstep: Class 10 contains 5116 members 
Mstep: Class 11 contains 17490 members 
Mstep: Class 12 contains 2578 members 
Mstep: Class 13 contains 14432 members 
Mstep: Class 14 contains 9581 members 
Mstep: Class 15 contains 1823 members 
Mstep: Class 16 contains 3560 members 
Mstep: Class 17 contains 9481 members 
Mstep: Class 18 contains 20013 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 5065 members 
Mstep: Class 21 contains 3606 members 
Mstep: Class 22 contains 27821 members 
Mstep: Class 23 contains 4174 members 
Mstep: Class 24 contains 20736 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 74575 members 
Mstep: Class 27 contains 1123 members 
Mstep: Class 28 contains 3398 members 
Mstep: Class 29 contains 1453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238232.000000 Penalty: 60811.207031
Iteration 52Q: 30 clusters Score -4.823823e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4423 members 
Mstep: Class 3 contains 55809 members 
Mstep: Class 4 contains 7711 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 28726 members 
Mstep: Class 7 contains 14909 members 
Mstep: Class 8 contains 30573 members 
Mstep: Class 9 contains 19224 members 
Mstep: Class 10 contains 5137 members 
Mstep: Class 11 contains 17532 members 
Mstep: Class 12 contains 2541 members 
Mstep: Class 13 contains 14470 members 
Mstep: Class 14 contains 9589 members 
Mstep: Class 15 contains 1830 members 
Mstep: Class 16 contains 3547 members 
Mstep: Class 17 contains 9470 members 
Mstep: Class 18 contains 20008 members 
Mstep: Class 19 contains 4029 members 
Mstep: Class 20 contains 5057 members 
Mstep: Class 21 contains 3656 members 
Mstep: Class 22 contains 27896 members 
Mstep: Class 23 contains 4235 members 
Mstep: Class 24 contains 20675 members 
Mstep: Class 25 contains 1681 members 
Mstep: Class 26 contains 74518 members 
Mstep: Class 27 contains 1119 members 
Mstep: Class 28 contains 3400 members 
Mstep: Class 29 contains 1457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238440.000000 Penalty: 60811.207031
Iteration 53Q: 30 clusters Score -4.823844e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4417 members 
Mstep: Class 3 contains 55826 members 
Mstep: Class 4 contains 7708 members 
Mstep: Class 5 contains 7935 members 
Mstep: Class 6 contains 28633 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 30619 members 
Mstep: Class 9 contains 19224 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 17550 members 
Mstep: Class 12 contains 2528 members 
Mstep: Class 13 contains 14490 members 
Mstep: Class 14 contains 9600 members 
Mstep: Class 15 contains 1833 members 
Mstep: Class 16 contains 3525 members 
Mstep: Class 17 contains 9452 members 
Mstep: Class 18 contains 20022 members 
Mstep: Class 19 contains 3972 members 
Mstep: Class 20 contains 5053 members 
Mstep: Class 21 contains 3713 members 
Mstep: Class 22 contains 27956 members 
Mstep: Class 23 contains 4275 members 
Mstep: Class 24 contains 20613 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 74474 members 
Mstep: Class 27 contains 1115 members 
Mstep: Class 28 contains 3402 members 
Mstep: Class 29 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238556.000000 Penalty: 60811.207031
Iteration 54Q: 30 clusters Score -4.823856e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4416 members 
Mstep: Class 3 contains 55838 members 
Mstep: Class 4 contains 7716 members 
Mstep: Class 5 contains 7952 members 
Mstep: Class 6 contains 28555 members 
Mstep: Class 7 contains 14906 members 
Mstep: Class 8 contains 30656 members 
Mstep: Class 9 contains 19235 members 
Mstep: Class 10 contains 5184 members 
Mstep: Class 11 contains 17559 members 
Mstep: Class 12 contains 2510 members 
Mstep: Class 13 contains 14500 members 
Mstep: Class 14 contains 9618 members 
Mstep: Class 15 contains 1837 members 
Mstep: Class 16 contains 3491 members 
Mstep: Class 17 contains 9441 members 
Mstep: Class 18 contains 20024 members 
Mstep: Class 19 contains 3904 members 
Mstep: Class 20 contains 5048 members 
Mstep: Class 21 contains 3756 members 
Mstep: Class 22 contains 28012 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 20569 members 
Mstep: Class 25 contains 1676 members 
Mstep: Class 26 contains 74428 members 
Mstep: Class 27 contains 1110 members 
Mstep: Class 28 contains 3400 members 
Mstep: Class 29 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238684.000000 Penalty: 60811.207031
Iteration 55Q: 30 clusters Score -4.823868e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4419 members 
Mstep: Class 3 contains 55865 members 
Mstep: Class 4 contains 7710 members 
Mstep: Class 5 contains 7968 members 
Mstep: Class 6 contains 28496 members 
Mstep: Class 7 contains 14903 members 
Mstep: Class 8 contains 30679 members 
Mstep: Class 9 contains 19238 members 
Mstep: Class 10 contains 5214 members 
Mstep: Class 11 contains 17572 members 
Mstep: Class 12 contains 2498 members 
Mstep: Class 13 contains 14537 members 
Mstep: Class 14 contains 9627 members 
Mstep: Class 15 contains 1838 members 
Mstep: Class 16 contains 3465 members 
Mstep: Class 17 contains 9430 members 
Mstep: Class 18 contains 20014 members 
Mstep: Class 19 contains 3836 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 3797 members 
Mstep: Class 22 contains 28063 members 
Mstep: Class 23 contains 4348 members 
Mstep: Class 24 contains 20523 members 
Mstep: Class 25 contains 1673 members 
Mstep: Class 26 contains 74389 members 
Mstep: Class 27 contains 1105 members 
Mstep: Class 28 contains 3397 members 
Mstep: Class 29 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238908.000000 Penalty: 60811.207031
Iteration 56Q: 30 clusters Score -4.823891e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 55885 members 
Mstep: Class 4 contains 7708 members 
Mstep: Class 5 contains 7991 members 
Mstep: Class 6 contains 28438 members 
Mstep: Class 7 contains 14895 members 
Mstep: Class 8 contains 30700 members 
Mstep: Class 9 contains 19258 members 
Mstep: Class 10 contains 5245 members 
Mstep: Class 11 contains 17584 members 
Mstep: Class 12 contains 2478 members 
Mstep: Class 13 contains 14570 members 
Mstep: Class 14 contains 9642 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 16 contains 3435 members 
Mstep: Class 17 contains 9416 members 
Mstep: Class 18 contains 20003 members 
Mstep: Class 19 contains 3751 members 
Mstep: Class 20 contains 5042 members 
Mstep: Class 21 contains 3846 members 
Mstep: Class 22 contains 28118 members 
Mstep: Class 23 contains 4369 members 
Mstep: Class 24 contains 20485 members 
Mstep: Class 25 contains 1670 members 
Mstep: Class 26 contains 74358 members 
Mstep: Class 27 contains 1100 members 
Mstep: Class 28 contains 3401 members 
Mstep: Class 29 contains 1483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48239016.000000 Penalty: 60811.207031
Iteration 57Q: 30 clusters Score -4.823902e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4416 members 
Mstep: Class 3 contains 55908 members 
Mstep: Class 4 contains 7697 members 
Mstep: Class 5 contains 8003 members 
Mstep: Class 6 contains 28403 members 
Mstep: Class 7 contains 14891 members 
Mstep: Class 8 contains 30711 members 
Mstep: Class 9 contains 19277 members 
Mstep: Class 10 contains 5278 members 
Mstep: Class 11 contains 17590 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 14605 members 
Mstep: Class 14 contains 9658 members 
Mstep: Class 15 contains 1844 members 
Mstep: Class 16 contains 3407 members 
Mstep: Class 17 contains 9400 members 
Mstep: Class 18 contains 19991 members 
Mstep: Class 19 contains 3666 members 
Mstep: Class 20 contains 5038 members 
Mstep: Class 21 contains 3913 members 
Mstep: Class 22 contains 28151 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 20441 members 
Mstep: Class 25 contains 1690 members 
Mstep: Class 26 contains 74314 members 
Mstep: Class 27 contains 1097 members 
Mstep: Class 28 contains 3402 members 
Mstep: Class 29 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48239072.000000 Penalty: 60811.207031
Iteration 58Q: 30 clusters Score -4.823907e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4424 members 
Mstep: Class 3 contains 55920 members 
Mstep: Class 4 contains 7684 members 
Mstep: Class 5 contains 8009 members 
Mstep: Class 6 contains 28366 members 
Mstep: Class 7 contains 14881 members 
Mstep: Class 8 contains 30724 members 
Mstep: Class 9 contains 19312 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 17603 members 
Mstep: Class 12 contains 2442 members 
Mstep: Class 13 contains 14655 members 
Mstep: Class 14 contains 9668 members 
Mstep: Class 15 contains 1849 members 
Mstep: Class 16 contains 3361 members 
Mstep: Class 17 contains 9386 members 
Mstep: Class 18 contains 19976 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 5032 members 
Mstep: Class 21 contains 3966 members 
Mstep: Class 22 contains 28183 members 
Mstep: Class 23 contains 4439 members 
Mstep: Class 24 contains 20394 members 
Mstep: Class 25 contains 1710 members 
Mstep: Class 26 contains 74275 members 
Mstep: Class 27 contains 1092 members 
Mstep: Class 28 contains 3401 members 
Mstep: Class 29 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48239364.000000 Penalty: 60811.207031
Iteration 59Q: 30 clusters Score -4.823936e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 55940 members 
Mstep: Class 4 contains 7679 members 
Mstep: Class 5 contains 8017 members 
Mstep: Class 6 contains 28323 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 30737 members 
Mstep: Class 9 contains 19360 members 
Mstep: Class 10 contains 5341 members 
Mstep: Class 11 contains 17612 members 
Mstep: Class 12 contains 2417 members 
Mstep: Class 13 contains 14679 members 
Mstep: Class 14 contains 9678 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 3307 members 
Mstep: Class 17 contains 9382 members 
Mstep: Class 18 contains 19970 members 
Mstep: Class 19 contains 3502 members 
Mstep: Class 20 contains 5028 members 
Mstep: Class 21 contains 4018 members 
Mstep: Class 22 contains 28208 members 
Mstep: Class 23 contains 4473 members 
Mstep: Class 24 contains 20360 members 
Mstep: Class 25 contains 1729 members 
Mstep: Class 26 contains 74243 members 
Mstep: Class 27 contains 1089 members 
Mstep: Class 28 contains 3400 members 
Mstep: Class 29 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48239460.000000 Penalty: 60811.207031
Iteration 60F: 30 clusters Score -4.823946e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4427 members 
Mstep: Class 3 contains 55969 members 
Mstep: Class 4 contains 7669 members 
Mstep: Class 5 contains 8033 members 
Mstep: Class 6 contains 28287 members 
Mstep: Class 7 contains 14874 members 
Mstep: Class 8 contains 30740 members 
Mstep: Class 9 contains 19401 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 17628 members 
Mstep: Class 12 contains 2392 members 
Mstep: Class 13 contains 14661 members 
Mstep: Class 14 contains 9694 members 
Mstep: Class 15 contains 1869 members 
Mstep: Class 16 contains 3255 members 
Mstep: Class 17 contains 9379 members 
Mstep: Class 18 contains 19961 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 20 contains 5019 members 
Mstep: Class 21 contains 4060 members 
Mstep: Class 22 contains 28228 members 
Mstep: Class 23 contains 4526 members 
Mstep: Class 24 contains 20339 members 
Mstep: Class 25 contains 1757 members 
Mstep: Class 26 contains 74200 members 
Mstep: Class 27 contains 1085 members 
Mstep: Class 28 contains 3395 members 
Mstep: Class 29 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48239628.000000 Penalty: 60811.207031
Iteration 61Q: 30 clusters Score -4.823963e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4426 members 
Mstep: Class 3 contains 55983 members 
Mstep: Class 4 contains 7661 members 
Mstep: Class 5 contains 8051 members 
Mstep: Class 6 contains 28249 members 
Mstep: Class 7 contains 14870 members 
Mstep: Class 8 contains 30753 members 
Mstep: Class 9 contains 19441 members 
Mstep: Class 10 contains 5423 members 
Mstep: Class 11 contains 17641 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 14654 members 
Mstep: Class 14 contains 9713 members 
Mstep: Class 15 contains 1872 members 
Mstep: Class 16 contains 3207 members 
Mstep: Class 17 contains 9377 members 
Mstep: Class 18 contains 19953 members 
Mstep: Class 19 contains 3332 members 
Mstep: Class 20 contains 5018 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 28244 members 
Mstep: Class 23 contains 4564 members 
Mstep: Class 24 contains 20319 members 
Mstep: Class 25 contains 1786 members 
Mstep: Class 26 contains 74160 members 
Mstep: Class 27 contains 1083 members 
Mstep: Class 28 contains 3393 members 
Mstep: Class 29 contains 1493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48239772.000000 Penalty: 60811.207031
Iteration 62Q: 30 clusters Score -4.823977e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4414 members 
Mstep: Class 3 contains 55999 members 
Mstep: Class 4 contains 7657 members 
Mstep: Class 5 contains 8062 members 
Mstep: Class 6 contains 28211 members 
Mstep: Class 7 contains 14873 members 
Mstep: Class 8 contains 30771 members 
Mstep: Class 9 contains 19464 members 
Mstep: Class 10 contains 5450 members 
Mstep: Class 11 contains 17655 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 14647 members 
Mstep: Class 14 contains 9730 members 
Mstep: Class 15 contains 1876 members 
Mstep: Class 16 contains 3168 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 19948 members 
Mstep: Class 19 contains 3266 members 
Mstep: Class 20 contains 5017 members 
Mstep: Class 21 contains 4125 members 
Mstep: Class 22 contains 28263 members 
Mstep: Class 23 contains 4596 members 
Mstep: Class 24 contains 20305 members 
Mstep: Class 25 contains 1810 members 
Mstep: Class 26 contains 74128 members 
Mstep: Class 27 contains 1081 members 
Mstep: Class 28 contains 3394 members 
Mstep: Class 29 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240060.000000 Penalty: 60811.207031
Iteration 63Q: 30 clusters Score -4.824006e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 56021 members 
Mstep: Class 4 contains 7649 members 
Mstep: Class 5 contains 8080 members 
Mstep: Class 6 contains 28179 members 
Mstep: Class 7 contains 14873 members 
Mstep: Class 8 contains 30791 members 
Mstep: Class 9 contains 19500 members 
Mstep: Class 10 contains 5473 members 
Mstep: Class 11 contains 17666 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 14626 members 
Mstep: Class 14 contains 9752 members 
Mstep: Class 15 contains 1877 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 19945 members 
Mstep: Class 19 contains 3193 members 
Mstep: Class 20 contains 5012 members 
Mstep: Class 21 contains 4154 members 
Mstep: Class 22 contains 28283 members 
Mstep: Class 23 contains 4617 members 
Mstep: Class 24 contains 20283 members 
Mstep: Class 25 contains 1832 members 
Mstep: Class 26 contains 74092 members 
Mstep: Class 27 contains 1079 members 
Mstep: Class 28 contains 3392 members 
Mstep: Class 29 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240052.000000 Penalty: 60811.207031
Iteration 64Q: 30 clusters Score -4.824005e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4405 members 
Mstep: Class 3 contains 56042 members 
Mstep: Class 4 contains 7636 members 
Mstep: Class 5 contains 8091 members 
Mstep: Class 6 contains 28153 members 
Mstep: Class 7 contains 14868 members 
Mstep: Class 8 contains 30811 members 
Mstep: Class 9 contains 19510 members 
Mstep: Class 10 contains 5486 members 
Mstep: Class 11 contains 17679 members 
Mstep: Class 12 contains 2339 members 
Mstep: Class 13 contains 14615 members 
Mstep: Class 14 contains 9768 members 
Mstep: Class 15 contains 1885 members 
Mstep: Class 16 contains 3106 members 
Mstep: Class 17 contains 9366 members 
Mstep: Class 18 contains 19932 members 
Mstep: Class 19 contains 3157 members 
Mstep: Class 20 contains 5006 members 
Mstep: Class 21 contains 4168 members 
Mstep: Class 22 contains 28298 members 
Mstep: Class 23 contains 4634 members 
Mstep: Class 24 contains 20264 members 
Mstep: Class 25 contains 1865 members 
Mstep: Class 26 contains 74077 members 
Mstep: Class 27 contains 1076 members 
Mstep: Class 28 contains 3392 members 
Mstep: Class 29 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240100.000000 Penalty: 60811.207031
Iteration 65Q: 30 clusters Score -4.82401e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4405 members 
Mstep: Class 3 contains 56062 members 
Mstep: Class 4 contains 7626 members 
Mstep: Class 5 contains 8087 members 
Mstep: Class 6 contains 28122 members 
Mstep: Class 7 contains 14863 members 
Mstep: Class 8 contains 30831 members 
Mstep: Class 9 contains 19524 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 17689 members 
Mstep: Class 12 contains 2331 members 
Mstep: Class 13 contains 14608 members 
Mstep: Class 14 contains 9780 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 16 contains 3089 members 
Mstep: Class 17 contains 9356 members 
Mstep: Class 18 contains 19919 members 
Mstep: Class 19 contains 3129 members 
Mstep: Class 20 contains 5004 members 
Mstep: Class 21 contains 4181 members 
Mstep: Class 22 contains 28315 members 
Mstep: Class 23 contains 4652 members 
Mstep: Class 24 contains 20242 members 
Mstep: Class 25 contains 1891 members 
Mstep: Class 26 contains 74066 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 3392 members 
Mstep: Class 29 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240148.000000 Penalty: 60811.207031
Iteration 66Q: 30 clusters Score -4.824015e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4409 members 
Mstep: Class 3 contains 56086 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 8082 members 
Mstep: Class 6 contains 28103 members 
Mstep: Class 7 contains 14859 members 
Mstep: Class 8 contains 30846 members 
Mstep: Class 9 contains 19525 members 
Mstep: Class 10 contains 5490 members 
Mstep: Class 11 contains 17691 members 
Mstep: Class 12 contains 2325 members 
Mstep: Class 13 contains 14610 members 
Mstep: Class 14 contains 9794 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 9349 members 
Mstep: Class 18 contains 19913 members 
Mstep: Class 19 contains 3106 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 4197 members 
Mstep: Class 22 contains 28320 members 
Mstep: Class 23 contains 4665 members 
Mstep: Class 24 contains 20229 members 
Mstep: Class 25 contains 1908 members 
Mstep: Class 26 contains 74059 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240172.000000 Penalty: 60811.207031
Iteration 67Q: 30 clusters Score -4.824017e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4414 members 
Mstep: Class 3 contains 56108 members 
Mstep: Class 4 contains 7605 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 6 contains 28079 members 
Mstep: Class 7 contains 14852 members 
Mstep: Class 8 contains 30854 members 
Mstep: Class 9 contains 19532 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 17688 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 14607 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 1899 members 
Mstep: Class 16 contains 3075 members 
Mstep: Class 17 contains 9345 members 
Mstep: Class 18 contains 19905 members 
Mstep: Class 19 contains 3085 members 
Mstep: Class 20 contains 5001 members 
Mstep: Class 21 contains 4213 members 
Mstep: Class 22 contains 28324 members 
Mstep: Class 23 contains 4679 members 
Mstep: Class 24 contains 20218 members 
Mstep: Class 25 contains 1934 members 
Mstep: Class 26 contains 74042 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 3393 members 
Mstep: Class 29 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240244.000000 Penalty: 60811.207031
Iteration 68Q: 30 clusters Score -4.824024e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4414 members 
Mstep: Class 3 contains 56121 members 
Mstep: Class 4 contains 7597 members 
Mstep: Class 5 contains 8070 members 
Mstep: Class 6 contains 28053 members 
Mstep: Class 7 contains 14846 members 
Mstep: Class 8 contains 30858 members 
Mstep: Class 9 contains 19544 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 17699 members 
Mstep: Class 12 contains 2316 members 
Mstep: Class 13 contains 14607 members 
Mstep: Class 14 contains 9822 members 
Mstep: Class 15 contains 1903 members 
Mstep: Class 16 contains 3070 members 
Mstep: Class 17 contains 9341 members 
Mstep: Class 18 contains 19895 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 4998 members 
Mstep: Class 21 contains 4235 members 
Mstep: Class 22 contains 28332 members 
Mstep: Class 23 contains 4695 members 
Mstep: Class 24 contains 20206 members 
Mstep: Class 25 contains 1946 members 
Mstep: Class 26 contains 74024 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 3395 members 
Mstep: Class 29 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240316.000000 Penalty: 60811.207031
Iteration 69Q: 30 clusters Score -4.824032e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 56142 members 
Mstep: Class 4 contains 7592 members 
Mstep: Class 5 contains 8066 members 
Mstep: Class 6 contains 28029 members 
Mstep: Class 7 contains 14842 members 
Mstep: Class 8 contains 30859 members 
Mstep: Class 9 contains 19553 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 17705 members 
Mstep: Class 12 contains 2312 members 
Mstep: Class 13 contains 14608 members 
Mstep: Class 14 contains 9825 members 
Mstep: Class 15 contains 1907 members 
Mstep: Class 16 contains 3064 members 
Mstep: Class 17 contains 9337 members 
Mstep: Class 18 contains 19887 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 4250 members 
Mstep: Class 22 contains 28330 members 
Mstep: Class 23 contains 4714 members 
Mstep: Class 24 contains 20201 members 
Mstep: Class 25 contains 1958 members 
Mstep: Class 26 contains 74011 members 
Mstep: Class 27 contains 1074 members 
Mstep: Class 28 contains 3394 members 
Mstep: Class 29 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240328.000000 Penalty: 60811.207031
Iteration 70Q: 30 clusters Score -4.824033e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4414 members 
Mstep: Class 3 contains 56151 members 
Mstep: Class 4 contains 7593 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 28006 members 
Mstep: Class 7 contains 14836 members 
Mstep: Class 8 contains 30861 members 
Mstep: Class 9 contains 19561 members 
Mstep: Class 10 contains 5493 members 
Mstep: Class 11 contains 17710 members 
Mstep: Class 12 contains 2316 members 
Mstep: Class 13 contains 14601 members 
Mstep: Class 14 contains 9829 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 3057 members 
Mstep: Class 17 contains 9331 members 
Mstep: Class 18 contains 19886 members 
Mstep: Class 19 contains 3024 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 4265 members 
Mstep: Class 22 contains 28334 members 
Mstep: Class 23 contains 4727 members 
Mstep: Class 24 contains 20200 members 
Mstep: Class 25 contains 1965 members 
Mstep: Class 26 contains 74006 members 
Mstep: Class 27 contains 1072 members 
Mstep: Class 28 contains 3393 members 
Mstep: Class 29 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240412.000000 Penalty: 60811.207031
Iteration 71Q: 30 clusters Score -4.824041e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4418 members 
Mstep: Class 3 contains 56172 members 
Mstep: Class 4 contains 7592 members 
Mstep: Class 5 contains 8057 members 
Mstep: Class 6 contains 27983 members 
Mstep: Class 7 contains 14834 members 
Mstep: Class 8 contains 30883 members 
Mstep: Class 9 contains 19562 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 17713 members 
Mstep: Class 12 contains 2312 members 
Mstep: Class 13 contains 14602 members 
Mstep: Class 14 contains 9834 members 
Mstep: Class 15 contains 1915 members 
Mstep: Class 16 contains 3053 members 
Mstep: Class 17 contains 9334 members 
Mstep: Class 18 contains 19875 members 
Mstep: Class 19 contains 3013 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 28335 members 
Mstep: Class 23 contains 4735 members 
Mstep: Class 24 contains 20190 members 
Mstep: Class 25 contains 1974 members 
Mstep: Class 26 contains 73992 members 
Mstep: Class 27 contains 1071 members 
Mstep: Class 28 contains 3392 members 
Mstep: Class 29 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240536.000000 Penalty: 60811.207031
Iteration 72Q: 30 clusters Score -4.824054e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4422 members 
Mstep: Class 3 contains 56188 members 
Mstep: Class 4 contains 7587 members 
Mstep: Class 5 contains 8051 members 
Mstep: Class 6 contains 27962 members 
Mstep: Class 7 contains 14830 members 
Mstep: Class 8 contains 30900 members 
Mstep: Class 9 contains 19565 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 17717 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 14595 members 
Mstep: Class 14 contains 9839 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 3047 members 
Mstep: Class 17 contains 9338 members 
Mstep: Class 18 contains 19867 members 
Mstep: Class 19 contains 3008 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 4276 members 
Mstep: Class 22 contains 28336 members 
Mstep: Class 23 contains 4737 members 
Mstep: Class 24 contains 20187 members 
Mstep: Class 25 contains 1991 members 
Mstep: Class 26 contains 73988 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 3390 members 
Mstep: Class 29 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240556.000000 Penalty: 60811.207031
Iteration 73Q: 30 clusters Score -4.824056e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4423 members 
Mstep: Class 3 contains 56200 members 
Mstep: Class 4 contains 7582 members 
Mstep: Class 5 contains 8052 members 
Mstep: Class 6 contains 27919 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 30926 members 
Mstep: Class 9 contains 19560 members 
Mstep: Class 10 contains 5495 members 
Mstep: Class 11 contains 17720 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 14591 members 
Mstep: Class 14 contains 9841 members 
Mstep: Class 15 contains 1921 members 
Mstep: Class 16 contains 3045 members 
Mstep: Class 17 contains 9334 members 
Mstep: Class 18 contains 19871 members 
Mstep: Class 19 contains 3005 members 
Mstep: Class 20 contains 4988 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 28340 members 
Mstep: Class 23 contains 4743 members 
Mstep: Class 24 contains 20183 members 
Mstep: Class 25 contains 2005 members 
Mstep: Class 26 contains 73998 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 3388 members 
Mstep: Class 29 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240504.000000 Penalty: 60811.207031
Iteration 74Q: 30 clusters Score -4.82405e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4426 members 
Mstep: Class 3 contains 56206 members 
Mstep: Class 4 contains 7577 members 
Mstep: Class 5 contains 8049 members 
Mstep: Class 6 contains 27889 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 30946 members 
Mstep: Class 9 contains 19551 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 17720 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 14593 members 
Mstep: Class 14 contains 9847 members 
Mstep: Class 15 contains 1923 members 
Mstep: Class 16 contains 3044 members 
Mstep: Class 17 contains 9327 members 
Mstep: Class 18 contains 19871 members 
Mstep: Class 19 contains 3005 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 4277 members 
Mstep: Class 22 contains 28345 members 
Mstep: Class 23 contains 4749 members 
Mstep: Class 24 contains 20177 members 
Mstep: Class 25 contains 2018 members 
Mstep: Class 26 contains 73999 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 3387 members 
Mstep: Class 29 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240492.000000 Penalty: 60811.207031
Iteration 75Q: 30 clusters Score -4.824049e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4426 members 
Mstep: Class 3 contains 56214 members 
Mstep: Class 4 contains 7575 members 
Mstep: Class 5 contains 8054 members 
Mstep: Class 6 contains 27872 members 
Mstep: Class 7 contains 14832 members 
Mstep: Class 8 contains 30963 members 
Mstep: Class 9 contains 19543 members 
Mstep: Class 10 contains 5500 members 
Mstep: Class 11 contains 17720 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 14595 members 
Mstep: Class 14 contains 9848 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 3042 members 
Mstep: Class 17 contains 9320 members 
Mstep: Class 18 contains 19870 members 
Mstep: Class 19 contains 3005 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 4274 members 
Mstep: Class 22 contains 28345 members 
Mstep: Class 23 contains 4746 members 
Mstep: Class 24 contains 20175 members 
Mstep: Class 25 contains 2019 members 
Mstep: Class 26 contains 74007 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 1509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240528.000000 Penalty: 60811.207031
Iteration 76Q: 30 clusters Score -4.824053e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4426 members 
Mstep: Class 3 contains 56226 members 
Mstep: Class 4 contains 7573 members 
Mstep: Class 5 contains 8055 members 
Mstep: Class 6 contains 27850 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 30979 members 
Mstep: Class 9 contains 19535 members 
Mstep: Class 10 contains 5505 members 
Mstep: Class 11 contains 17722 members 
Mstep: Class 12 contains 2294 members 
Mstep: Class 13 contains 14605 members 
Mstep: Class 14 contains 9849 members 
Mstep: Class 15 contains 1925 members 
Mstep: Class 16 contains 3042 members 
Mstep: Class 17 contains 9312 members 
Mstep: Class 18 contains 19871 members 
Mstep: Class 19 contains 3005 members 
Mstep: Class 20 contains 4990 members 
Mstep: Class 21 contains 4273 members 
Mstep: Class 22 contains 28345 members 
Mstep: Class 23 contains 4744 members 
Mstep: Class 24 contains 20171 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 74007 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 3386 members 
Mstep: Class 29 contains 1511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240476.000000 Penalty: 60811.207031
Iteration 77Q: 30 clusters Score -4.824048e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4428 members 
Mstep: Class 3 contains 56234 members 
Mstep: Class 4 contains 7572 members 
Mstep: Class 5 contains 8056 members 
Mstep: Class 6 contains 27833 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 30990 members 
Mstep: Class 9 contains 19532 members 
Mstep: Class 10 contains 5509 members 
Mstep: Class 11 contains 17725 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 14604 members 
Mstep: Class 14 contains 9851 members 
Mstep: Class 15 contains 1926 members 
Mstep: Class 16 contains 3042 members 
Mstep: Class 17 contains 9309 members 
Mstep: Class 18 contains 19871 members 
Mstep: Class 19 contains 3004 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 28347 members 
Mstep: Class 23 contains 4744 members 
Mstep: Class 24 contains 20167 members 
Mstep: Class 25 contains 2025 members 
Mstep: Class 26 contains 74003 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 3387 members 
Mstep: Class 29 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240452.000000 Penalty: 60811.207031
Iteration 78Q: 30 clusters Score -4.824045e+07 nChanged 108
Entering ConstructFrom: 
Score: -48240452.000000 Penalty: 60811.207031
Entering ConstructFrom: 
Trying to split cluster 1 (872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Entering Unmasked Estep 
Score: -105416.265625 Penalty: 1100.253296
	Iteration 0F: 2 clusters Score -105416.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -104080.171875 Penalty: 2200.506592
	Iteration 0F: 3 clusters Score -104080.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104290.484375 Penalty: 2200.506592
	Iteration 1F: 3 clusters Score -104290.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104353.929688 Penalty: 2200.506592
	Iteration 2F: 3 clusters Score -104353.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104400.906250 Penalty: 2200.506592
	Iteration 3Q: 3 clusters Score -104400.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -104425.773438 Penalty: 2200.506592
	Iteration 4Q: 3 clusters Score -104425.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104438.242188 Penalty: 2200.506592
	Iteration 5Q: 3 clusters Score -104438.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -104450.375000 Penalty: 2200.506592
	Iteration 6Q: 3 clusters Score -104450.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104460.382812 Penalty: 2200.506592
	Iteration 7Q: 3 clusters Score -104460.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104465.320312 Penalty: 2200.506592
	Iteration 8Q: 3 clusters Score -104465.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104472.703125 Penalty: 2200.506592
	Iteration 9Q: 3 clusters Score -104472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104475.578125 Penalty: 2200.506592
	Iteration 10Q: 3 clusters Score -104475.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104476.468750 Penalty: 2200.506592
	Iteration 11Q: 3 clusters Score -104476.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104476.468750 Penalty: 2200.506592
	Iteration 12F: 3 clusters Score -104476.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -536568.187500 Penalty: 1364.375122
	Iteration 0F: 2 clusters Score -536568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -533020.937500 Penalty: 2728.750244
	Iteration 0F: 3 clusters Score -533020.9 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -533954.187500 Penalty: 2728.750244
	Iteration 1F: 3 clusters Score -533954.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -534123.437500 Penalty: 2728.750244
	Iteration 2F: 3 clusters Score -534123.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -534290.062500 Penalty: 2728.750244
	Iteration 3F: 3 clusters Score -534290.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -534518.000000 Penalty: 2728.750244
	Iteration 4F: 3 clusters Score -534518 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -534829.812500 Penalty: 2728.750244
	Iteration 5F: 3 clusters Score -534829.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -535102.937500 Penalty: 2728.750244
	Iteration 6F: 3 clusters Score -535102.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -535297.750000 Penalty: 2728.750244
	Iteration 7F: 3 clusters Score -535297.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -535436.437500 Penalty: 2728.750244
	Iteration 8Q: 3 clusters Score -535436.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -535580.437500 Penalty: 2728.750244
	Iteration 9Q: 3 clusters Score -535580.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -535702.250000 Penalty: 2728.750244
	Iteration 10Q: 3 clusters Score -535702.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -535841.437500 Penalty: 2728.750244
	Iteration 11Q: 3 clusters Score -535841.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -535995.187500 Penalty: 2728.750244
	Iteration 12Q: 3 clusters Score -535995.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -536096.437500 Penalty: 2728.750244
	Iteration 13Q: 3 clusters Score -536096.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -536179.062500 Penalty: 2728.750244
	Iteration 14Q: 3 clusters Score -536179.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -536245.500000 Penalty: 2728.750244
	Iteration 15Q: 3 clusters Score -536245.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -536292.250000 Penalty: 2728.750244
	Iteration 16Q: 3 clusters Score -536292.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -536330.937500 Penalty: 2728.750244
	Iteration 17Q: 3 clusters Score -536330.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -536360.250000 Penalty: 2728.750244
	Iteration 18Q: 3 clusters Score -536360.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -536385.437500 Penalty: 2728.750244
	Iteration 19Q: 3 clusters Score -536385.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -536399.062500 Penalty: 2728.750244
	Iteration 20F: 3 clusters Score -536399.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -536405.562500 Penalty: 2728.750244
	Iteration 21Q: 3 clusters Score -536405.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -536408.437500 Penalty: 2728.750244
	Iteration 22Q: 3 clusters Score -536408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -536411.687500 Penalty: 2728.750244
	Iteration 23Q: 3 clusters Score -536411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -536412.375000 Penalty: 2728.750244
	Iteration 24Q: 3 clusters Score -536412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -536411.625000 Penalty: 2728.750244
	Iteration 25Q: 3 clusters Score -536411.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -536411.625000 Penalty: 2728.750244
	Iteration 26F: 3 clusters Score -536411.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Entering Unmasked Estep 
Score: -6950244.000000 Penalty: 1777.333496
	Iteration 0F: 2 clusters Score -6950244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -6913451.000000 Penalty: 3554.666992
	Iteration 0F: 3 clusters Score -6913451 nChanged 26405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -6928897.500000 Penalty: 3554.666992
	Iteration 1F: 3 clusters Score -6928898 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -6929578.000000 Penalty: 3554.666992
	Iteration 2Q: 3 clusters Score -6929578 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -6930361.500000 Penalty: 3554.666992
	Iteration 3Q: 3 clusters Score -6930362 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -6931219.000000 Penalty: 3554.666992
	Iteration 4Q: 3 clusters Score -6931219 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -6932221.500000 Penalty: 3554.666992
	Iteration 5Q: 3 clusters Score -6932222 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -6933435.500000 Penalty: 3554.666992
	Iteration 6Q: 3 clusters Score -6933436 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -6934914.000000 Penalty: 3554.666992
	Iteration 7F: 3 clusters Score -6934914 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -6936871.000000 Penalty: 3554.666992
	Iteration 8F: 3 clusters Score -6936871 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -6939126.000000 Penalty: 3554.666992
	Iteration 9F: 3 clusters Score -6939126 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -6941471.500000 Penalty: 3554.666992
	Iteration 10F: 3 clusters Score -6941472 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -6943771.000000 Penalty: 3554.666992
	Iteration 11F: 3 clusters Score -6943771 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -6945705.500000 Penalty: 3554.666992
	Iteration 12Q: 3 clusters Score -6945706 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 52643 members 
Entering Unmasked Estep 
Score: -6947111.000000 Penalty: 3554.666992
	Iteration 13Q: 3 clusters Score -6947111 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -6948002.000000 Penalty: 3554.666992
	Iteration 14Q: 3 clusters Score -6948002 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -6948661.500000 Penalty: 3554.666992
	Iteration 15Q: 3 clusters Score -6948662 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -6949078.500000 Penalty: 3554.666992
	Iteration 16Q: 3 clusters Score -6949078 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -6949266.000000 Penalty: 3554.666992
	Iteration 17Q: 3 clusters Score -6949266 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 55327 members 
Entering Unmasked Estep 
Score: -6949381.500000 Penalty: 3554.666992
	Iteration 18Q: 3 clusters Score -6949382 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
Score: -6949467.500000 Penalty: 3554.666992
	Iteration 19Q: 3 clusters Score -6949468 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -6949520.500000 Penalty: 3554.666992
	Iteration 20F: 3 clusters Score -6949520 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -6949567.000000 Penalty: 3554.666992
	Iteration 21Q: 3 clusters Score -6949567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 55516 members 
Entering Unmasked Estep 
Score: -6949585.000000 Penalty: 3554.666992
	Iteration 22Q: 3 clusters Score -6949585 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 55532 members 
Entering Unmasked Estep 
Score: -6949595.000000 Penalty: 3554.666992
	Iteration 23Q: 3 clusters Score -6949595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -6949596.500000 Penalty: 3554.666992
	Iteration 24Q: 3 clusters Score -6949596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 55552 members 
Entering Unmasked Estep 
Score: -6949597.000000 Penalty: 3554.666992
	Iteration 25Q: 3 clusters Score -6949597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -6949603.500000 Penalty: 3554.666992
	Iteration 26Q: 3 clusters Score -6949604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 55563 members 
Entering Unmasked Estep 
Score: -6949607.500000 Penalty: 3554.666992
	Iteration 27Q: 3 clusters Score -6949608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 55567 members 
Entering Unmasked Estep 
Score: -6949607.500000 Penalty: 3554.666992
	Iteration 28Q: 3 clusters Score -6949608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -6949611.500000 Penalty: 3554.666992
	Iteration 29Q: 3 clusters Score -6949612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -6949611.500000 Penalty: 3554.666992
	Iteration 30F: 3 clusters Score -6949612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Entering Unmasked Estep 
Score: -930072.687500 Penalty: 1451.484619
	Iteration 0F: 2 clusters Score -930072.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -924511.812500 Penalty: 2902.969238
	Iteration 0F: 3 clusters Score -924511.8 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -926275.875000 Penalty: 2902.969238
	Iteration 1F: 3 clusters Score -926275.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -926582.687500 Penalty: 2902.969238
	Iteration 2F: 3 clusters Score -926582.7 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -926847.625000 Penalty: 2902.969238
	Iteration 3F: 3 clusters Score -926847.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -927098.250000 Penalty: 2902.969238
	Iteration 4F: 3 clusters Score -927098.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -927346.812500 Penalty: 2902.969238
	Iteration 5Q: 3 clusters Score -927346.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -927553.375000 Penalty: 2902.969238
	Iteration 6Q: 3 clusters Score -927553.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -927722.062500 Penalty: 2902.969238
	Iteration 7Q: 3 clusters Score -927722.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -927823.250000 Penalty: 2902.969238
	Iteration 8Q: 3 clusters Score -927823.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -927908.437500 Penalty: 2902.969238
	Iteration 9Q: 3 clusters Score -927908.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -927977.875000 Penalty: 2902.969238
	Iteration 10Q: 3 clusters Score -927977.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -928034.500000 Penalty: 2902.969238
	Iteration 11Q: 3 clusters Score -928034.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -928085.937500 Penalty: 2902.969238
	Iteration 12Q: 3 clusters Score -928085.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -928125.500000 Penalty: 2902.969238
	Iteration 13Q: 3 clusters Score -928125.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -928164.125000 Penalty: 2902.969238
	Iteration 14Q: 3 clusters Score -928164.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -928199.312500 Penalty: 2902.969238
	Iteration 15Q: 3 clusters Score -928199.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -928238.812500 Penalty: 2902.969238
	Iteration 16Q: 3 clusters Score -928238.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -928279.687500 Penalty: 2902.969238
	Iteration 17Q: 3 clusters Score -928279.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -928320.812500 Penalty: 2902.969238
	Iteration 18Q: 3 clusters Score -928320.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -928360.500000 Penalty: 2902.969238
	Iteration 19Q: 3 clusters Score -928360.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -928403.250000 Penalty: 2902.969238
	Iteration 20F: 3 clusters Score -928403.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -928449.187500 Penalty: 2902.969238
	Iteration 21Q: 3 clusters Score -928449.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -928490.562500 Penalty: 2902.969238
	Iteration 22Q: 3 clusters Score -928490.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -928530.500000 Penalty: 2902.969238
	Iteration 23Q: 3 clusters Score -928530.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -928576.562500 Penalty: 2902.969238
	Iteration 24Q: 3 clusters Score -928576.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -928643.000000 Penalty: 2902.969238
	Iteration 25Q: 3 clusters Score -928643 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -928731.375000 Penalty: 2902.969238
	Iteration 26Q: 3 clusters Score -928731.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -928848.312500 Penalty: 2902.969238
	Iteration 27Q: 3 clusters Score -928848.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -929027.937500 Penalty: 2902.969238
	Iteration 28Q: 3 clusters Score -929027.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -929371.562500 Penalty: 2902.969238
	Iteration 29Q: 3 clusters Score -929371.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -930134.875000 Penalty: 2902.969238
	Iteration 30Q: 3 clusters Score -930134.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -931680.312500 Penalty: 2902.969238
	Iteration 31F: 3 clusters Score -931680.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -932366.687500 Penalty: 2902.969238
	Iteration 32Q: 3 clusters Score -932366.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -932397.937500 Penalty: 2902.969238
	Iteration 33Q: 3 clusters Score -932397.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -932399.375000 Penalty: 2902.969238
	Iteration 34Q: 3 clusters Score -932399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -932400.937500 Penalty: 2902.969238
	Iteration 35Q: 3 clusters Score -932400.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -932402.875000 Penalty: 2902.969238
	Iteration 36Q: 3 clusters Score -932402.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -932402.937500 Penalty: 2902.969238
	Iteration 37Q: 3 clusters Score -932402.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -932402.937500 Penalty: 2902.969238
	Iteration 38F: 3 clusters Score -932402.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56243 members 
Mstep: Class 4 contains 5590 members 
Mstep: Class 5 contains 8058 members 
Mstep: Class 6 contains 27822 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 31001 members 
Mstep: Class 9 contains 19531 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 9853 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 16 contains 3042 members 
Mstep: Class 17 contains 9305 members 
Mstep: Class 18 contains 19868 members 
Mstep: Class 19 contains 3003 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 28349 members 
Mstep: Class 23 contains 4744 members 
Mstep: Class 24 contains 20165 members 
Mstep: Class 25 contains 2022 members 
Mstep: Class 26 contains 74000 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 3388 members 
Mstep: Class 29 contains 1512 members 
Mstep: Class 30 contains 1982 members 
Entering Unmasked Estep 
Score: -48242216.000000 Penalty: 62908.144531
Splitting cluster 4 changes total score from -48240452.000000 to -48242216.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 5 (8058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Entering Unmasked Estep 
Score: -1003733.062500 Penalty: 1461.593384
	Iteration 0F: 2 clusters Score -1003733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -997826.000000 Penalty: 2923.186768
	Iteration 0F: 3 clusters Score -997826 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -999638.937500 Penalty: 2923.186768
	Iteration 1F: 3 clusters Score -999638.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -999880.250000 Penalty: 2923.186768
	Iteration 2F: 3 clusters Score -999880.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1000083.062500 Penalty: 2923.186768
	Iteration 3F: 3 clusters Score -1000083 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1000260.000000 Penalty: 2923.186768
	Iteration 4Q: 3 clusters Score -1000260 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1000439.500000 Penalty: 2923.186768
	Iteration 5Q: 3 clusters Score -1000440 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1000608.625000 Penalty: 2923.186768
	Iteration 6Q: 3 clusters Score -1000609 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1000792.937500 Penalty: 2923.186768
	Iteration 7Q: 3 clusters Score -1000793 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1000972.062500 Penalty: 2923.186768
	Iteration 8Q: 3 clusters Score -1000972 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1001148.437500 Penalty: 2923.186768
	Iteration 9Q: 3 clusters Score -1001148 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1001336.937500 Penalty: 2923.186768
	Iteration 10Q: 3 clusters Score -1001337 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1001504.625000 Penalty: 2923.186768
	Iteration 11Q: 3 clusters Score -1001505 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1001670.750000 Penalty: 2923.186768
	Iteration 12Q: 3 clusters Score -1001671 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1001841.312500 Penalty: 2923.186768
	Iteration 13Q: 3 clusters Score -1001841 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1001994.437500 Penalty: 2923.186768
	Iteration 14Q: 3 clusters Score -1001994 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1002108.375000 Penalty: 2923.186768
	Iteration 15Q: 3 clusters Score -1002108 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1002209.000000 Penalty: 2923.186768
	Iteration 16Q: 3 clusters Score -1002209 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1002275.812500 Penalty: 2923.186768
	Iteration 17Q: 3 clusters Score -1002276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1002320.437500 Penalty: 2923.186768
	Iteration 18Q: 3 clusters Score -1002320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1002355.625000 Penalty: 2923.186768
	Iteration 19Q: 3 clusters Score -1002356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1002382.875000 Penalty: 2923.186768
	Iteration 20F: 3 clusters Score -1002383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1002405.812500 Penalty: 2923.186768
	Iteration 21Q: 3 clusters Score -1002406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1002426.187500 Penalty: 2923.186768
	Iteration 22Q: 3 clusters Score -1002426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1002442.750000 Penalty: 2923.186768
	Iteration 23Q: 3 clusters Score -1002443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1002453.562500 Penalty: 2923.186768
	Iteration 24Q: 3 clusters Score -1002454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1002457.937500 Penalty: 2923.186768
	Iteration 25Q: 3 clusters Score -1002458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1002461.250000 Penalty: 2923.186768
	Iteration 26Q: 3 clusters Score -1002461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1002463.437500 Penalty: 2923.186768
	Iteration 27Q: 3 clusters Score -1002463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1002465.312500 Penalty: 2923.186768
	Iteration 28Q: 3 clusters Score -1002465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1002467.687500 Penalty: 2923.186768
	Iteration 29Q: 3 clusters Score -1002468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1002468.437500 Penalty: 2923.186768
	Iteration 30Q: 3 clusters Score -1002468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1002468.687500 Penalty: 2923.186768
	Iteration 31Q: 3 clusters Score -1002469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1002468.687500 Penalty: 2923.186768
	Iteration 32F: 3 clusters Score -1002469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Entering Unmasked Estep 
Score: -3440797.750000 Penalty: 1662.957153
	Iteration 0F: 2 clusters Score -3440798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3422089.000000 Penalty: 3325.914307
	Iteration 0F: 3 clusters Score -3422089 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -3429020.500000 Penalty: 3325.914307
	Iteration 1F: 3 clusters Score -3429020 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3429487.750000 Penalty: 3325.914307
	Iteration 2Q: 3 clusters Score -3429488 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3430025.750000 Penalty: 3325.914307
	Iteration 3Q: 3 clusters Score -3430026 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3430704.500000 Penalty: 3325.914307
	Iteration 4Q: 3 clusters Score -3430704 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3431573.000000 Penalty: 3325.914307
	Iteration 5F: 3 clusters Score -3431573 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -3432668.250000 Penalty: 3325.914307
	Iteration 6F: 3 clusters Score -3432668 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3433829.250000 Penalty: 3325.914307
	Iteration 7F: 3 clusters Score -3433829 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3434894.500000 Penalty: 3325.914307
	Iteration 8F: 3 clusters Score -3434894 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -3435806.500000 Penalty: 3325.914307
	Iteration 9F: 3 clusters Score -3435806 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -3436538.500000 Penalty: 3325.914307
	Iteration 10Q: 3 clusters Score -3436538 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -3437016.750000 Penalty: 3325.914307
	Iteration 11Q: 3 clusters Score -3437017 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -3437384.500000 Penalty: 3325.914307
	Iteration 12Q: 3 clusters Score -3437384 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -3437678.000000 Penalty: 3325.914307
	Iteration 13Q: 3 clusters Score -3437678 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3437873.750000 Penalty: 3325.914307
	Iteration 14Q: 3 clusters Score -3437874 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -3438036.750000 Penalty: 3325.914307
	Iteration 15Q: 3 clusters Score -3438037 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -3438158.250000 Penalty: 3325.914307
	Iteration 16Q: 3 clusters Score -3438158 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -3438262.000000 Penalty: 3325.914307
	Iteration 17Q: 3 clusters Score -3438262 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -3438354.750000 Penalty: 3325.914307
	Iteration 18Q: 3 clusters Score -3438355 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -3438419.000000 Penalty: 3325.914307
	Iteration 19Q: 3 clusters Score -3438419 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -3438461.250000 Penalty: 3325.914307
	Iteration 20F: 3 clusters Score -3438461 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -3438500.250000 Penalty: 3325.914307
	Iteration 21Q: 3 clusters Score -3438500 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -3438536.500000 Penalty: 3325.914307
	Iteration 22Q: 3 clusters Score -3438536 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -3438567.500000 Penalty: 3325.914307
	Iteration 23Q: 3 clusters Score -3438568 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -3438593.250000 Penalty: 3325.914307
	Iteration 24Q: 3 clusters Score -3438593 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -3438619.500000 Penalty: 3325.914307
	Iteration 25Q: 3 clusters Score -3438620 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3438663.750000 Penalty: 3325.914307
	Iteration 26Q: 3 clusters Score -3438664 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -3438686.750000 Penalty: 3325.914307
	Iteration 27Q: 3 clusters Score -3438687 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -3438696.500000 Penalty: 3325.914307
	Iteration 28Q: 3 clusters Score -3438696 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -3438721.500000 Penalty: 3325.914307
	Iteration 29Q: 3 clusters Score -3438722 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -3438735.250000 Penalty: 3325.914307
	Iteration 30Q: 3 clusters Score -3438735 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -3438759.500000 Penalty: 3325.914307
	Iteration 31Q: 3 clusters Score -3438760 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3438792.250000 Penalty: 3325.914307
	Iteration 32Q: 3 clusters Score -3438792 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -3438815.500000 Penalty: 3325.914307
	Iteration 33Q: 3 clusters Score -3438816 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -3438844.250000 Penalty: 3325.914307
	Iteration 34Q: 3 clusters Score -3438844 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -3438849.000000 Penalty: 3325.914307
	Iteration 35Q: 3 clusters Score -3438849 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -3438864.750000 Penalty: 3325.914307
	Iteration 36Q: 3 clusters Score -3438865 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3438903.250000 Penalty: 3325.914307
	Iteration 37Q: 3 clusters Score -3438903 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3438915.500000 Penalty: 3325.914307
	Iteration 38Q: 3 clusters Score -3438916 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3438936.250000 Penalty: 3325.914307
	Iteration 39Q: 3 clusters Score -3438936 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3438944.250000 Penalty: 3325.914307
	Iteration 40F: 3 clusters Score -3438944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3438952.000000 Penalty: 3325.914307
	Iteration 41Q: 3 clusters Score -3438952 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -3438972.000000 Penalty: 3325.914307
	Iteration 42Q: 3 clusters Score -3438972 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -3438997.500000 Penalty: 3325.914307
	Iteration 43Q: 3 clusters Score -3438998 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3439012.000000 Penalty: 3325.914307
	Iteration 44Q: 3 clusters Score -3439012 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -3439033.750000 Penalty: 3325.914307
	Iteration 45Q: 3 clusters Score -3439034 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -3439063.750000 Penalty: 3325.914307
	Iteration 46Q: 3 clusters Score -3439064 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3439086.000000 Penalty: 3325.914307
	Iteration 47Q: 3 clusters Score -3439086 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3439100.750000 Penalty: 3325.914307
	Iteration 48Q: 3 clusters Score -3439101 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3439146.750000 Penalty: 3325.914307
	Iteration 49Q: 3 clusters Score -3439147 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3439160.500000 Penalty: 3325.914307
	Iteration 50Q: 3 clusters Score -3439160 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -3439179.250000 Penalty: 3325.914307
	Iteration 51Q: 3 clusters Score -3439179 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3439203.750000 Penalty: 3325.914307
	Iteration 52Q: 3 clusters Score -3439204 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3439227.750000 Penalty: 3325.914307
	Iteration 53Q: 3 clusters Score -3439228 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3439252.000000 Penalty: 3325.914307
	Iteration 54Q: 3 clusters Score -3439252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -3439274.500000 Penalty: 3325.914307
	Iteration 55Q: 3 clusters Score -3439274 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3439293.000000 Penalty: 3325.914307
	Iteration 56Q: 3 clusters Score -3439293 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3439316.500000 Penalty: 3325.914307
	Iteration 57Q: 3 clusters Score -3439316 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3439334.000000 Penalty: 3325.914307
	Iteration 58Q: 3 clusters Score -3439334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3439353.750000 Penalty: 3325.914307
	Iteration 59Q: 3 clusters Score -3439354 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -3439378.250000 Penalty: 3325.914307
	Iteration 60F: 3 clusters Score -3439378 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3439399.500000 Penalty: 3325.914307
	Iteration 61Q: 3 clusters Score -3439400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3439423.500000 Penalty: 3325.914307
	Iteration 62Q: 3 clusters Score -3439424 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3439439.750000 Penalty: 3325.914307
	Iteration 63Q: 3 clusters Score -3439440 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -3439472.000000 Penalty: 3325.914307
	Iteration 64Q: 3 clusters Score -3439472 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -3439500.250000 Penalty: 3325.914307
	Iteration 65Q: 3 clusters Score -3439500 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3439526.750000 Penalty: 3325.914307
	Iteration 66Q: 3 clusters Score -3439527 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3439549.000000 Penalty: 3325.914307
	Iteration 67Q: 3 clusters Score -3439549 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3439581.750000 Penalty: 3325.914307
	Iteration 68Q: 3 clusters Score -3439582 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -3439609.500000 Penalty: 3325.914307
	Iteration 69Q: 3 clusters Score -3439610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -3439633.500000 Penalty: 3325.914307
	Iteration 70Q: 3 clusters Score -3439634 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3439654.750000 Penalty: 3325.914307
	Iteration 71Q: 3 clusters Score -3439655 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3439684.750000 Penalty: 3325.914307
	Iteration 72Q: 3 clusters Score -3439685 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3439709.500000 Penalty: 3325.914307
	Iteration 73Q: 3 clusters Score -3439710 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -3439724.000000 Penalty: 3325.914307
	Iteration 74Q: 3 clusters Score -3439724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3439735.000000 Penalty: 3325.914307
	Iteration 75Q: 3 clusters Score -3439735 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3439747.500000 Penalty: 3325.914307
	Iteration 76Q: 3 clusters Score -3439748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3439755.000000 Penalty: 3325.914307
	Iteration 77Q: 3 clusters Score -3439755 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3439773.250000 Penalty: 3325.914307
	Iteration 78Q: 3 clusters Score -3439773 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3439790.250000 Penalty: 3325.914307
	Iteration 79Q: 3 clusters Score -3439790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -3439809.250000 Penalty: 3325.914307
	Iteration 80F: 3 clusters Score -3439809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3439822.000000 Penalty: 3325.914307
	Iteration 81Q: 3 clusters Score -3439822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3439838.750000 Penalty: 3325.914307
	Iteration 82Q: 3 clusters Score -3439839 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3439853.250000 Penalty: 3325.914307
	Iteration 83Q: 3 clusters Score -3439853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -3439864.250000 Penalty: 3325.914307
	Iteration 84Q: 3 clusters Score -3439864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3439876.500000 Penalty: 3325.914307
	Iteration 85Q: 3 clusters Score -3439876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3439887.000000 Penalty: 3325.914307
	Iteration 86Q: 3 clusters Score -3439887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3439900.750000 Penalty: 3325.914307
	Iteration 87Q: 3 clusters Score -3439901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3439909.250000 Penalty: 3325.914307
	Iteration 88Q: 3 clusters Score -3439909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3439909.250000 Penalty: 3325.914307
	Iteration 89Q: 3 clusters Score -3439909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3439919.000000 Penalty: 3325.914307
	Iteration 90Q: 3 clusters Score -3439919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3439922.250000 Penalty: 3325.914307
	Iteration 91Q: 3 clusters Score -3439922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3439930.750000 Penalty: 3325.914307
	Iteration 92Q: 3 clusters Score -3439931 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3439937.000000 Penalty: 3325.914307
	Iteration 93Q: 3 clusters Score -3439937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3439940.750000 Penalty: 3325.914307
	Iteration 94Q: 3 clusters Score -3439941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3439947.000000 Penalty: 3325.914307
	Iteration 95Q: 3 clusters Score -3439947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3439953.000000 Penalty: 3325.914307
	Iteration 96Q: 3 clusters Score -3439953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3439948.750000 Penalty: 3325.914307
	Iteration 97Q: 3 clusters Score -3439949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3439953.000000 Penalty: 3325.914307
	Iteration 98Q: 3 clusters Score -3439953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3439955.750000 Penalty: 3325.914307
	Iteration 99Q: 3 clusters Score -3439956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3439955.750000 Penalty: 3325.914307
	Iteration 100F: 3 clusters Score -3439956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Entering Unmasked Estep 
Score: -1862656.250000 Penalty: 1560.727173
	Iteration 0F: 2 clusters Score -1862656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1852457.500000 Penalty: 3121.454346
	Iteration 0F: 3 clusters Score -1852458 nChanged 6615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1856036.125000 Penalty: 3121.454346
	Iteration 1F: 3 clusters Score -1856036 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1856287.250000 Penalty: 3121.454346
	Iteration 2F: 3 clusters Score -1856287 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1856499.625000 Penalty: 3121.454346
	Iteration 3Q: 3 clusters Score -1856500 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1856713.750000 Penalty: 3121.454346
	Iteration 4Q: 3 clusters Score -1856714 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1856943.375000 Penalty: 3121.454346
	Iteration 5Q: 3 clusters Score -1856943 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1857210.250000 Penalty: 3121.454346
	Iteration 6Q: 3 clusters Score -1857210 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1857563.000000 Penalty: 3121.454346
	Iteration 7Q: 3 clusters Score -1857563 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1858104.750000 Penalty: 3121.454346
	Iteration 8F: 3 clusters Score -1858105 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1858872.875000 Penalty: 3121.454346
	Iteration 9F: 3 clusters Score -1858873 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -1859675.375000 Penalty: 3121.454346
	Iteration 10F: 3 clusters Score -1859675 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1860345.875000 Penalty: 3121.454346
	Iteration 11F: 3 clusters Score -1860346 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1860752.250000 Penalty: 3121.454346
	Iteration 12Q: 3 clusters Score -1860752 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1860987.375000 Penalty: 3121.454346
	Iteration 13Q: 3 clusters Score -1860987 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1861141.375000 Penalty: 3121.454346
	Iteration 14Q: 3 clusters Score -1861141 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1861221.125000 Penalty: 3121.454346
	Iteration 15Q: 3 clusters Score -1861221 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1861271.875000 Penalty: 3121.454346
	Iteration 16Q: 3 clusters Score -1861272 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1861310.625000 Penalty: 3121.454346
	Iteration 17Q: 3 clusters Score -1861311 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1861347.250000 Penalty: 3121.454346
	Iteration 18Q: 3 clusters Score -1861347 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -1861363.000000 Penalty: 3121.454346
	Iteration 19Q: 3 clusters Score -1861363 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1861371.750000 Penalty: 3121.454346
	Iteration 20F: 3 clusters Score -1861372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1861374.375000 Penalty: 3121.454346
	Iteration 21Q: 3 clusters Score -1861374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1861381.500000 Penalty: 3121.454346
	Iteration 22Q: 3 clusters Score -1861382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1861380.000000 Penalty: 3121.454346
	Iteration 23Q: 3 clusters Score -1861380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1861385.625000 Penalty: 3121.454346
	Iteration 24Q: 3 clusters Score -1861386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1861392.750000 Penalty: 3121.454346
	Iteration 25Q: 3 clusters Score -1861393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1861393.625000 Penalty: 3121.454346
	Iteration 26Q: 3 clusters Score -1861394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1861397.000000 Penalty: 3121.454346
	Iteration 27Q: 3 clusters Score -1861397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1861397.125000 Penalty: 3121.454346
	Iteration 28Q: 3 clusters Score -1861397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1861396.500000 Penalty: 3121.454346
	Iteration 29Q: 3 clusters Score -1861396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1861398.750000 Penalty: 3121.454346
	Iteration 30Q: 3 clusters Score -1861399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1861400.375000 Penalty: 3121.454346
	Iteration 31Q: 3 clusters Score -1861400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1861400.250000 Penalty: 3121.454346
	Iteration 32Q: 3 clusters Score -1861400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1861400.250000 Penalty: 3121.454346
	Iteration 33F: 3 clusters Score -1861400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Entering Unmasked Estep 
Score: -3831587.500000 Penalty: 1680.538452
	Iteration 0F: 2 clusters Score -3831588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3810748.750000 Penalty: 3361.076904
	Iteration 0F: 3 clusters Score -3810749 nChanged 14215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3818677.500000 Penalty: 3361.076904
	Iteration 1F: 3 clusters Score -3818678 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -3819259.250000 Penalty: 3361.076904
	Iteration 2Q: 3 clusters Score -3819259 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -3820025.750000 Penalty: 3361.076904
	Iteration 3F: 3 clusters Score -3820026 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3821032.750000 Penalty: 3361.076904
	Iteration 4F: 3 clusters Score -3821033 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3822239.250000 Penalty: 3361.076904
	Iteration 5F: 3 clusters Score -3822239 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3823519.500000 Penalty: 3361.076904
	Iteration 6F: 3 clusters Score -3823520 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -3824581.000000 Penalty: 3361.076904
	Iteration 7F: 3 clusters Score -3824581 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3825512.500000 Penalty: 3361.076904
	Iteration 8F: 3 clusters Score -3825512 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3826302.250000 Penalty: 3361.076904
	Iteration 9Q: 3 clusters Score -3826302 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -3827240.250000 Penalty: 3361.076904
	Iteration 10Q: 3 clusters Score -3827240 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3828304.500000 Penalty: 3361.076904
	Iteration 11Q: 3 clusters Score -3828304 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3828926.500000 Penalty: 3361.076904
	Iteration 12Q: 3 clusters Score -3828926 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3829295.000000 Penalty: 3361.076904
	Iteration 13Q: 3 clusters Score -3829295 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -3829568.250000 Penalty: 3361.076904
	Iteration 14Q: 3 clusters Score -3829568 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3829756.000000 Penalty: 3361.076904
	Iteration 15Q: 3 clusters Score -3829756 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3829853.750000 Penalty: 3361.076904
	Iteration 16Q: 3 clusters Score -3829854 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -3829944.000000 Penalty: 3361.076904
	Iteration 17Q: 3 clusters Score -3829944 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -3830036.250000 Penalty: 3361.076904
	Iteration 18Q: 3 clusters Score -3830036 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -3830122.250000 Penalty: 3361.076904
	Iteration 19Q: 3 clusters Score -3830122 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -3830173.250000 Penalty: 3361.076904
	Iteration 20F: 3 clusters Score -3830173 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -3830206.250000 Penalty: 3361.076904
	Iteration 21Q: 3 clusters Score -3830206 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -3830249.750000 Penalty: 3361.076904
	Iteration 22Q: 3 clusters Score -3830250 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -3830278.250000 Penalty: 3361.076904
	Iteration 23Q: 3 clusters Score -3830278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 29027 members 
Entering Unmasked Estep 
Score: -3830310.000000 Penalty: 3361.076904
	Iteration 24Q: 3 clusters Score -3830310 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -3830331.750000 Penalty: 3361.076904
	Iteration 25Q: 3 clusters Score -3830332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -3830352.250000 Penalty: 3361.076904
	Iteration 26Q: 3 clusters Score -3830352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -3830361.500000 Penalty: 3361.076904
	Iteration 27Q: 3 clusters Score -3830362 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -3830376.750000 Penalty: 3361.076904
	Iteration 28Q: 3 clusters Score -3830377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3830378.500000 Penalty: 3361.076904
	Iteration 29Q: 3 clusters Score -3830378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -3830375.500000 Penalty: 3361.076904
	Iteration 30Q: 3 clusters Score -3830376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -3830378.250000 Penalty: 3361.076904
	Iteration 31Q: 3 clusters Score -3830378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3830378.500000 Penalty: 3361.076904
	Iteration 32Q: 3 clusters Score -3830378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -3830374.750000 Penalty: 3361.076904
	Iteration 33Q: 3 clusters Score -3830375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -3830377.750000 Penalty: 3361.076904
	Iteration 34Q: 3 clusters Score -3830378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -3830381.500000 Penalty: 3361.076904
	Iteration 35Q: 3 clusters Score -3830382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -3830386.500000 Penalty: 3361.076904
	Iteration 36Q: 3 clusters Score -3830386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -3830390.750000 Penalty: 3361.076904
	Iteration 37Q: 3 clusters Score -3830391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -3830390.000000 Penalty: 3361.076904
	Iteration 38Q: 3 clusters Score -3830390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 29362 members 
Entering Unmasked Estep 
Score: -3830397.000000 Penalty: 3361.076904
	Iteration 39Q: 3 clusters Score -3830397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -3830400.500000 Penalty: 3361.076904
	Iteration 40F: 3 clusters Score -3830400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -3830409.000000 Penalty: 3361.076904
	Iteration 41Q: 3 clusters Score -3830409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -3830410.250000 Penalty: 3361.076904
	Iteration 42Q: 3 clusters Score -3830410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -3830406.500000 Penalty: 3361.076904
	Iteration 43Q: 3 clusters Score -3830406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -3830406.000000 Penalty: 3361.076904
	Iteration 44Q: 3 clusters Score -3830406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 29417 members 
Entering Unmasked Estep 
Score: -3830407.500000 Penalty: 3361.076904
	Iteration 45Q: 3 clusters Score -3830408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -3830403.250000 Penalty: 3361.076904
	Iteration 46Q: 3 clusters Score -3830403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3830406.500000 Penalty: 3361.076904
	Iteration 47Q: 3 clusters Score -3830406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -3830405.000000 Penalty: 3361.076904
	Iteration 48Q: 3 clusters Score -3830405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -3830407.250000 Penalty: 3361.076904
	Iteration 49Q: 3 clusters Score -3830407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -3830411.000000 Penalty: 3361.076904
	Iteration 50Q: 3 clusters Score -3830411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -3830418.750000 Penalty: 3361.076904
	Iteration 51Q: 3 clusters Score -3830419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -3830422.750000 Penalty: 3361.076904
	Iteration 52Q: 3 clusters Score -3830423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -3830427.750000 Penalty: 3361.076904
	Iteration 53Q: 3 clusters Score -3830428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -3830424.000000 Penalty: 3361.076904
	Iteration 54Q: 3 clusters Score -3830424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 29497 members 
Entering Unmasked Estep 
Score: -3830425.250000 Penalty: 3361.076904
	Iteration 55Q: 3 clusters Score -3830425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -3830421.000000 Penalty: 3361.076904
	Iteration 56Q: 3 clusters Score -3830421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -3830423.750000 Penalty: 3361.076904
	Iteration 57Q: 3 clusters Score -3830424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3830425.750000 Penalty: 3361.076904
	Iteration 58Q: 3 clusters Score -3830426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -3830420.500000 Penalty: 3361.076904
	Iteration 59Q: 3 clusters Score -3830420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -3830421.000000 Penalty: 3361.076904
	Iteration 60F: 3 clusters Score -3830421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -3830429.500000 Penalty: 3361.076904
	Iteration 61Q: 3 clusters Score -3830430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -3830426.750000 Penalty: 3361.076904
	Iteration 62Q: 3 clusters Score -3830427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -3830426.750000 Penalty: 3361.076904
	Iteration 63F: 3 clusters Score -3830427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Entering Unmasked Estep 
Score: -2398691.250000 Penalty: 1605.460693
	Iteration 0F: 2 clusters Score -2398691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2385375.500000 Penalty: 3210.921387
	Iteration 0F: 3 clusters Score -2385376 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2390100.500000 Penalty: 3210.921387
	Iteration 1F: 3 clusters Score -2390100 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2390641.000000 Penalty: 3210.921387
	Iteration 2F: 3 clusters Score -2390641 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2391376.750000 Penalty: 3210.921387
	Iteration 3F: 3 clusters Score -2391377 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2392301.250000 Penalty: 3210.921387
	Iteration 4F: 3 clusters Score -2392301 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2393258.750000 Penalty: 3210.921387
	Iteration 5F: 3 clusters Score -2393259 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -2393996.250000 Penalty: 3210.921387
	Iteration 6F: 3 clusters Score -2393996 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2394515.500000 Penalty: 3210.921387
	Iteration 7F: 3 clusters Score -2394516 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2394861.750000 Penalty: 3210.921387
	Iteration 8Q: 3 clusters Score -2394862 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2395114.000000 Penalty: 3210.921387
	Iteration 9Q: 3 clusters Score -2395114 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2395327.000000 Penalty: 3210.921387
	Iteration 10Q: 3 clusters Score -2395327 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2395531.500000 Penalty: 3210.921387
	Iteration 11Q: 3 clusters Score -2395532 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2395709.250000 Penalty: 3210.921387
	Iteration 12Q: 3 clusters Score -2395709 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2395853.750000 Penalty: 3210.921387
	Iteration 13Q: 3 clusters Score -2395854 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2395966.250000 Penalty: 3210.921387
	Iteration 14Q: 3 clusters Score -2395966 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -2396052.750000 Penalty: 3210.921387
	Iteration 15Q: 3 clusters Score -2396053 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2396147.750000 Penalty: 3210.921387
	Iteration 16Q: 3 clusters Score -2396148 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2396235.500000 Penalty: 3210.921387
	Iteration 17Q: 3 clusters Score -2396236 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2396320.500000 Penalty: 3210.921387
	Iteration 18Q: 3 clusters Score -2396320 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2396390.000000 Penalty: 3210.921387
	Iteration 19Q: 3 clusters Score -2396390 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2396448.500000 Penalty: 3210.921387
	Iteration 20F: 3 clusters Score -2396448 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2396518.250000 Penalty: 3210.921387
	Iteration 21Q: 3 clusters Score -2396518 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2396569.500000 Penalty: 3210.921387
	Iteration 22Q: 3 clusters Score -2396570 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2396617.500000 Penalty: 3210.921387
	Iteration 23Q: 3 clusters Score -2396618 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2396664.750000 Penalty: 3210.921387
	Iteration 24Q: 3 clusters Score -2396665 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2396681.750000 Penalty: 3210.921387
	Iteration 25Q: 3 clusters Score -2396682 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2396715.750000 Penalty: 3210.921387
	Iteration 26Q: 3 clusters Score -2396716 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2396738.000000 Penalty: 3210.921387
	Iteration 27Q: 3 clusters Score -2396738 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -2396757.000000 Penalty: 3210.921387
	Iteration 28Q: 3 clusters Score -2396757 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2396769.000000 Penalty: 3210.921387
	Iteration 29Q: 3 clusters Score -2396769 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2396790.750000 Penalty: 3210.921387
	Iteration 30Q: 3 clusters Score -2396791 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2396800.250000 Penalty: 3210.921387
	Iteration 31Q: 3 clusters Score -2396800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2396799.250000 Penalty: 3210.921387
	Iteration 32Q: 3 clusters Score -2396799 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2396809.750000 Penalty: 3210.921387
	Iteration 33Q: 3 clusters Score -2396810 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2396815.750000 Penalty: 3210.921387
	Iteration 34Q: 3 clusters Score -2396816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2396822.750000 Penalty: 3210.921387
	Iteration 35Q: 3 clusters Score -2396823 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2396827.000000 Penalty: 3210.921387
	Iteration 36Q: 3 clusters Score -2396827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2396836.000000 Penalty: 3210.921387
	Iteration 37Q: 3 clusters Score -2396836 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2396841.000000 Penalty: 3210.921387
	Iteration 38Q: 3 clusters Score -2396841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2396843.750000 Penalty: 3210.921387
	Iteration 39Q: 3 clusters Score -2396844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -2396846.000000 Penalty: 3210.921387
	Iteration 40F: 3 clusters Score -2396846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2396855.750000 Penalty: 3210.921387
	Iteration 41Q: 3 clusters Score -2396856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2396849.250000 Penalty: 3210.921387
	Iteration 42Q: 3 clusters Score -2396849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -2396848.250000 Penalty: 3210.921387
	Iteration 43Q: 3 clusters Score -2396848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2396854.250000 Penalty: 3210.921387
	Iteration 44Q: 3 clusters Score -2396854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2396859.750000 Penalty: 3210.921387
	Iteration 45Q: 3 clusters Score -2396860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -2396864.000000 Penalty: 3210.921387
	Iteration 46Q: 3 clusters Score -2396864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2396858.500000 Penalty: 3210.921387
	Iteration 47Q: 3 clusters Score -2396858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2396858.500000 Penalty: 3210.921387
	Iteration 48Q: 3 clusters Score -2396858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2396858.500000 Penalty: 3210.921387
	Iteration 49Q: 3 clusters Score -2396858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -2396861.500000 Penalty: 3210.921387
	Iteration 50Q: 3 clusters Score -2396862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2396860.500000 Penalty: 3210.921387
	Iteration 51Q: 3 clusters Score -2396860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2396862.750000 Penalty: 3210.921387
	Iteration 52Q: 3 clusters Score -2396863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2396859.000000 Penalty: 3210.921387
	Iteration 53Q: 3 clusters Score -2396859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2396862.000000 Penalty: 3210.921387
	Iteration 54Q: 3 clusters Score -2396862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2396865.750000 Penalty: 3210.921387
	Iteration 55Q: 3 clusters Score -2396866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2396866.500000 Penalty: 3210.921387
	Iteration 56Q: 3 clusters Score -2396866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2396872.000000 Penalty: 3210.921387
	Iteration 57Q: 3 clusters Score -2396872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2396871.250000 Penalty: 3210.921387
	Iteration 58Q: 3 clusters Score -2396871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2396872.500000 Penalty: 3210.921387
	Iteration 59Q: 3 clusters Score -2396872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2396869.250000 Penalty: 3210.921387
	Iteration 60F: 3 clusters Score -2396869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Entering Unmasked Estep 
Score: -665417.250000 Penalty: 1399.767944
	Iteration 0F: 2 clusters Score -665417.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -661148.562500 Penalty: 2799.535889
	Iteration 0F: 3 clusters Score -661148.6 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -662414.187500 Penalty: 2799.535889
	Iteration 1F: 3 clusters Score -662414.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -662637.187500 Penalty: 2799.535889
	Iteration 2F: 3 clusters Score -662637.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -662840.875000 Penalty: 2799.535889
	Iteration 3F: 3 clusters Score -662840.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -663039.687500 Penalty: 2799.535889
	Iteration 4F: 3 clusters Score -663039.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -663299.250000 Penalty: 2799.535889
	Iteration 5F: 3 clusters Score -663299.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -663647.125000 Penalty: 2799.535889
	Iteration 6F: 3 clusters Score -663647.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -664040.937500 Penalty: 2799.535889
	Iteration 7F: 3 clusters Score -664040.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -664343.375000 Penalty: 2799.535889
	Iteration 8F: 3 clusters Score -664343.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -664535.875000 Penalty: 2799.535889
	Iteration 9Q: 3 clusters Score -664535.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -664638.812500 Penalty: 2799.535889
	Iteration 10Q: 3 clusters Score -664638.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -664712.437500 Penalty: 2799.535889
	Iteration 11Q: 3 clusters Score -664712.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -664789.812500 Penalty: 2799.535889
	Iteration 12Q: 3 clusters Score -664789.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -664892.187500 Penalty: 2799.535889
	Iteration 13Q: 3 clusters Score -664892.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -665057.312500 Penalty: 2799.535889
	Iteration 14Q: 3 clusters Score -665057.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -665209.500000 Penalty: 2799.535889
	Iteration 15Q: 3 clusters Score -665209.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -665254.562500 Penalty: 2799.535889
	Iteration 16Q: 3 clusters Score -665254.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -665270.437500 Penalty: 2799.535889
	Iteration 17Q: 3 clusters Score -665270.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -665271.125000 Penalty: 2799.535889
	Iteration 18Q: 3 clusters Score -665271.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -665273.062500 Penalty: 2799.535889
	Iteration 19Q: 3 clusters Score -665273.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -665274.062500 Penalty: 2799.535889
	Iteration 20F: 3 clusters Score -665274.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -665276.750000 Penalty: 2799.535889
	Iteration 21Q: 3 clusters Score -665276.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -665277.062500 Penalty: 2799.535889
	Iteration 22Q: 3 clusters Score -665277.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -665278.250000 Penalty: 2799.535889
	Iteration 23Q: 3 clusters Score -665278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -665278.375000 Penalty: 2799.535889
	Iteration 24Q: 3 clusters Score -665278.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -665277.625000 Penalty: 2799.535889
	Iteration 25Q: 3 clusters Score -665277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -665279.375000 Penalty: 2799.535889
	Iteration 26Q: 3 clusters Score -665279.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -665279.375000 Penalty: 2799.535889
	Iteration 27F: 3 clusters Score -665279.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Entering Unmasked Estep 
Score: -2189688.500000 Penalty: 1589.739624
	Iteration 0F: 2 clusters Score -2189688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2177491.500000 Penalty: 3179.479248
	Iteration 0F: 3 clusters Score -2177492 nChanged 7965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2181922.750000 Penalty: 3179.479248
	Iteration 1F: 3 clusters Score -2181923 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2182403.750000 Penalty: 3179.479248
	Iteration 2F: 3 clusters Score -2182404 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2182938.750000 Penalty: 3179.479248
	Iteration 3F: 3 clusters Score -2182939 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2183598.250000 Penalty: 3179.479248
	Iteration 4F: 3 clusters Score -2183598 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2184393.250000 Penalty: 3179.479248
	Iteration 5F: 3 clusters Score -2184393 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2185225.000000 Penalty: 3179.479248
	Iteration 6F: 3 clusters Score -2185225 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2186032.500000 Penalty: 3179.479248
	Iteration 7F: 3 clusters Score -2186032 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2186683.750000 Penalty: 3179.479248
	Iteration 8F: 3 clusters Score -2186684 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2187207.500000 Penalty: 3179.479248
	Iteration 9Q: 3 clusters Score -2187208 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2187649.750000 Penalty: 3179.479248
	Iteration 10Q: 3 clusters Score -2187650 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2188015.250000 Penalty: 3179.479248
	Iteration 11Q: 3 clusters Score -2188015 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -2188281.250000 Penalty: 3179.479248
	Iteration 12Q: 3 clusters Score -2188281 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2188552.250000 Penalty: 3179.479248
	Iteration 13Q: 3 clusters Score -2188552 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2188815.500000 Penalty: 3179.479248
	Iteration 14Q: 3 clusters Score -2188816 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2189010.750000 Penalty: 3179.479248
	Iteration 15Q: 3 clusters Score -2189011 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2189153.000000 Penalty: 3179.479248
	Iteration 16Q: 3 clusters Score -2189153 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -2189255.250000 Penalty: 3179.479248
	Iteration 17Q: 3 clusters Score -2189255 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2189337.500000 Penalty: 3179.479248
	Iteration 18Q: 3 clusters Score -2189338 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2189385.000000 Penalty: 3179.479248
	Iteration 19Q: 3 clusters Score -2189385 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2189436.500000 Penalty: 3179.479248
	Iteration 20F: 3 clusters Score -2189436 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2189474.250000 Penalty: 3179.479248
	Iteration 21Q: 3 clusters Score -2189474 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2189503.750000 Penalty: 3179.479248
	Iteration 22Q: 3 clusters Score -2189504 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2189538.750000 Penalty: 3179.479248
	Iteration 23Q: 3 clusters Score -2189539 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2189552.000000 Penalty: 3179.479248
	Iteration 24Q: 3 clusters Score -2189552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2189558.250000 Penalty: 3179.479248
	Iteration 25Q: 3 clusters Score -2189558 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2189568.500000 Penalty: 3179.479248
	Iteration 26Q: 3 clusters Score -2189568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -2189567.250000 Penalty: 3179.479248
	Iteration 27Q: 3 clusters Score -2189567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2189572.000000 Penalty: 3179.479248
	Iteration 28Q: 3 clusters Score -2189572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2189577.000000 Penalty: 3179.479248
	Iteration 29Q: 3 clusters Score -2189577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2189577.750000 Penalty: 3179.479248
	Iteration 30Q: 3 clusters Score -2189578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2189582.000000 Penalty: 3179.479248
	Iteration 31Q: 3 clusters Score -2189582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2189582.250000 Penalty: 3179.479248
	Iteration 32Q: 3 clusters Score -2189582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2189586.000000 Penalty: 3179.479248
	Iteration 33Q: 3 clusters Score -2189586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2189584.750000 Penalty: 3179.479248
	Iteration 34Q: 3 clusters Score -2189585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2189584.250000 Penalty: 3179.479248
	Iteration 35Q: 3 clusters Score -2189584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2189584.250000 Penalty: 3179.479248
	Iteration 36F: 3 clusters Score -2189584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -243846.625000 Penalty: 1257.007935
	Iteration 0F: 2 clusters Score -243846.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -241611.750000 Penalty: 2514.015869
	Iteration 0F: 3 clusters Score -241611.8 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -242400.828125 Penalty: 2514.015869
	Iteration 1F: 3 clusters Score -242400.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -242740.515625 Penalty: 2514.015869
	Iteration 2F: 3 clusters Score -242740.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -242907.953125 Penalty: 2514.015869
	Iteration 3F: 3 clusters Score -242908 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -243039.671875 Penalty: 2514.015869
	Iteration 4F: 3 clusters Score -243039.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -243123.500000 Penalty: 2514.015869
	Iteration 5Q: 3 clusters Score -243123.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -243209.671875 Penalty: 2514.015869
	Iteration 6Q: 3 clusters Score -243209.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -243272.609375 Penalty: 2514.015869
	Iteration 7Q: 3 clusters Score -243272.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -243336.187500 Penalty: 2514.015869
	Iteration 8Q: 3 clusters Score -243336.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -243386.781250 Penalty: 2514.015869
	Iteration 9Q: 3 clusters Score -243386.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -243418.531250 Penalty: 2514.015869
	Iteration 10Q: 3 clusters Score -243418.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -243438.609375 Penalty: 2514.015869
	Iteration 11Q: 3 clusters Score -243438.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -243455.375000 Penalty: 2514.015869
	Iteration 12Q: 3 clusters Score -243455.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -243473.968750 Penalty: 2514.015869
	Iteration 13Q: 3 clusters Score -243474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -243484.484375 Penalty: 2514.015869
	Iteration 14Q: 3 clusters Score -243484.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -243504.406250 Penalty: 2514.015869
	Iteration 15Q: 3 clusters Score -243504.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -243520.281250 Penalty: 2514.015869
	Iteration 16Q: 3 clusters Score -243520.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -243525.718750 Penalty: 2514.015869
	Iteration 17Q: 3 clusters Score -243525.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -243531.609375 Penalty: 2514.015869
	Iteration 18Q: 3 clusters Score -243531.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -243537.218750 Penalty: 2514.015869
	Iteration 19Q: 3 clusters Score -243537.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -243542.000000 Penalty: 2514.015869
	Iteration 20F: 3 clusters Score -243542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -243547.078125 Penalty: 2514.015869
	Iteration 21Q: 3 clusters Score -243547.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -243550.578125 Penalty: 2514.015869
	Iteration 22Q: 3 clusters Score -243550.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -243552.671875 Penalty: 2514.015869
	Iteration 23Q: 3 clusters Score -243552.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -243553.812500 Penalty: 2514.015869
	Iteration 24Q: 3 clusters Score -243553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -243553.875000 Penalty: 2514.015869
	Iteration 25Q: 3 clusters Score -243553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -243553.875000 Penalty: 2514.015869
	Iteration 26F: 3 clusters Score -243553.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Entering Unmasked Estep 
Score: -1666987.750000 Penalty: 1558.176147
	Iteration 0F: 2 clusters Score -1666988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1656795.500000 Penalty: 3116.352295
	Iteration 0F: 3 clusters Score -1656796 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1660141.500000 Penalty: 3116.352295
	Iteration 1F: 3 clusters Score -1660142 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1660562.625000 Penalty: 3116.352295
	Iteration 2F: 3 clusters Score -1660563 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1660967.500000 Penalty: 3116.352295
	Iteration 3F: 3 clusters Score -1660968 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1661374.125000 Penalty: 3116.352295
	Iteration 4F: 3 clusters Score -1661374 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1661800.500000 Penalty: 3116.352295
	Iteration 5F: 3 clusters Score -1661800 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1662239.250000 Penalty: 3116.352295
	Iteration 6F: 3 clusters Score -1662239 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1662713.875000 Penalty: 3116.352295
	Iteration 7F: 3 clusters Score -1662714 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1663239.750000 Penalty: 3116.352295
	Iteration 8F: 3 clusters Score -1663240 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1663729.250000 Penalty: 3116.352295
	Iteration 9F: 3 clusters Score -1663729 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1664166.250000 Penalty: 3116.352295
	Iteration 10Q: 3 clusters Score -1664166 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1664628.875000 Penalty: 3116.352295
	Iteration 11Q: 3 clusters Score -1664629 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1665019.875000 Penalty: 3116.352295
	Iteration 12Q: 3 clusters Score -1665020 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1665332.500000 Penalty: 3116.352295
	Iteration 13Q: 3 clusters Score -1665332 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1665546.875000 Penalty: 3116.352295
	Iteration 14Q: 3 clusters Score -1665547 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1665717.625000 Penalty: 3116.352295
	Iteration 15Q: 3 clusters Score -1665718 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1665835.000000 Penalty: 3116.352295
	Iteration 16Q: 3 clusters Score -1665835 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1665928.500000 Penalty: 3116.352295
	Iteration 17Q: 3 clusters Score -1665928 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1665993.500000 Penalty: 3116.352295
	Iteration 18Q: 3 clusters Score -1665994 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1666024.250000 Penalty: 3116.352295
	Iteration 19Q: 3 clusters Score -1666024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1666049.000000 Penalty: 3116.352295
	Iteration 20F: 3 clusters Score -1666049 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1666062.375000 Penalty: 3116.352295
	Iteration 21Q: 3 clusters Score -1666062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1666066.750000 Penalty: 3116.352295
	Iteration 22Q: 3 clusters Score -1666067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1666068.750000 Penalty: 3116.352295
	Iteration 23Q: 3 clusters Score -1666069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1666072.000000 Penalty: 3116.352295
	Iteration 24Q: 3 clusters Score -1666072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1666075.875000 Penalty: 3116.352295
	Iteration 25Q: 3 clusters Score -1666076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1666078.250000 Penalty: 3116.352295
	Iteration 26Q: 3 clusters Score -1666078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1666082.875000 Penalty: 3116.352295
	Iteration 27Q: 3 clusters Score -1666083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1666085.000000 Penalty: 3116.352295
	Iteration 28Q: 3 clusters Score -1666085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1666084.750000 Penalty: 3116.352295
	Iteration 29Q: 3 clusters Score -1666085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1666085.750000 Penalty: 3116.352295
	Iteration 30Q: 3 clusters Score -1666086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1666088.250000 Penalty: 3116.352295
	Iteration 31Q: 3 clusters Score -1666088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1666090.625000 Penalty: 3116.352295
	Iteration 32Q: 3 clusters Score -1666091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1666089.625000 Penalty: 3116.352295
	Iteration 33Q: 3 clusters Score -1666090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1666091.125000 Penalty: 3116.352295
	Iteration 34Q: 3 clusters Score -1666091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1666090.625000 Penalty: 3116.352295
	Iteration 35Q: 3 clusters Score -1666091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1666091.625000 Penalty: 3116.352295
	Iteration 36Q: 3 clusters Score -1666092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1666090.500000 Penalty: 3116.352295
	Iteration 37Q: 3 clusters Score -1666090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1666092.500000 Penalty: 3116.352295
	Iteration 38Q: 3 clusters Score -1666092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1666093.000000 Penalty: 3116.352295
	Iteration 39Q: 3 clusters Score -1666093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1666093.000000 Penalty: 3116.352295
	Iteration 40F: 3 clusters Score -1666093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Entering Unmasked Estep 
Score: -1229225.375000 Penalty: 1494.273804
	Iteration 0F: 2 clusters Score -1229225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1222182.000000 Penalty: 2988.547607
	Iteration 0F: 3 clusters Score -1222182 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1224364.500000 Penalty: 2988.547607
	Iteration 1F: 3 clusters Score -1224364 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1224577.250000 Penalty: 2988.547607
	Iteration 2F: 3 clusters Score -1224577 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1224729.000000 Penalty: 2988.547607
	Iteration 3Q: 3 clusters Score -1224729 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1224865.875000 Penalty: 2988.547607
	Iteration 4Q: 3 clusters Score -1224866 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1225000.500000 Penalty: 2988.547607
	Iteration 5Q: 3 clusters Score -1225000 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1225153.000000 Penalty: 2988.547607
	Iteration 6Q: 3 clusters Score -1225153 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1225330.125000 Penalty: 2988.547607
	Iteration 7Q: 3 clusters Score -1225330 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1225559.000000 Penalty: 2988.547607
	Iteration 8Q: 3 clusters Score -1225559 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1225828.375000 Penalty: 2988.547607
	Iteration 9Q: 3 clusters Score -1225828 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1226089.500000 Penalty: 2988.547607
	Iteration 10Q: 3 clusters Score -1226090 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1226337.750000 Penalty: 2988.547607
	Iteration 11Q: 3 clusters Score -1226338 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1226541.500000 Penalty: 2988.547607
	Iteration 12Q: 3 clusters Score -1226542 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1226706.625000 Penalty: 2988.547607
	Iteration 13Q: 3 clusters Score -1226707 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1226854.875000 Penalty: 2988.547607
	Iteration 14Q: 3 clusters Score -1226855 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1226987.750000 Penalty: 2988.547607
	Iteration 15Q: 3 clusters Score -1226988 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1227111.500000 Penalty: 2988.547607
	Iteration 16Q: 3 clusters Score -1227112 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1227220.000000 Penalty: 2988.547607
	Iteration 17Q: 3 clusters Score -1227220 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1227288.125000 Penalty: 2988.547607
	Iteration 18Q: 3 clusters Score -1227288 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1227357.875000 Penalty: 2988.547607
	Iteration 19Q: 3 clusters Score -1227358 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1227433.000000 Penalty: 2988.547607
	Iteration 20F: 3 clusters Score -1227433 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1227504.125000 Penalty: 2988.547607
	Iteration 21Q: 3 clusters Score -1227504 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1227578.625000 Penalty: 2988.547607
	Iteration 22Q: 3 clusters Score -1227579 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1227643.375000 Penalty: 2988.547607
	Iteration 23Q: 3 clusters Score -1227643 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1227706.375000 Penalty: 2988.547607
	Iteration 24Q: 3 clusters Score -1227706 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1227756.500000 Penalty: 2988.547607
	Iteration 25Q: 3 clusters Score -1227756 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1227802.250000 Penalty: 2988.547607
	Iteration 26Q: 3 clusters Score -1227802 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1227848.000000 Penalty: 2988.547607
	Iteration 27Q: 3 clusters Score -1227848 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1227888.375000 Penalty: 2988.547607
	Iteration 28Q: 3 clusters Score -1227888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1227915.000000 Penalty: 2988.547607
	Iteration 29Q: 3 clusters Score -1227915 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1227943.500000 Penalty: 2988.547607
	Iteration 30Q: 3 clusters Score -1227944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1227961.375000 Penalty: 2988.547607
	Iteration 31Q: 3 clusters Score -1227961 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1227977.500000 Penalty: 2988.547607
	Iteration 32Q: 3 clusters Score -1227978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1227997.625000 Penalty: 2988.547607
	Iteration 33Q: 3 clusters Score -1227998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1228012.625000 Penalty: 2988.547607
	Iteration 34Q: 3 clusters Score -1228013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1228021.000000 Penalty: 2988.547607
	Iteration 35Q: 3 clusters Score -1228021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1228029.250000 Penalty: 2988.547607
	Iteration 36Q: 3 clusters Score -1228029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1228033.125000 Penalty: 2988.547607
	Iteration 37Q: 3 clusters Score -1228033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1228038.250000 Penalty: 2988.547607
	Iteration 38Q: 3 clusters Score -1228038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1228041.500000 Penalty: 2988.547607
	Iteration 39Q: 3 clusters Score -1228042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1228042.000000 Penalty: 2988.547607
	Iteration 40F: 3 clusters Score -1228042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1228047.375000 Penalty: 2988.547607
	Iteration 41Q: 3 clusters Score -1228047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1228049.000000 Penalty: 2988.547607
	Iteration 42Q: 3 clusters Score -1228049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1228050.125000 Penalty: 2988.547607
	Iteration 43Q: 3 clusters Score -1228050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1228050.125000 Penalty: 2988.547607
	Iteration 44Q: 3 clusters Score -1228050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1228053.000000 Penalty: 2988.547607
	Iteration 45Q: 3 clusters Score -1228053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1228052.750000 Penalty: 2988.547607
	Iteration 46Q: 3 clusters Score -1228053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1228052.750000 Penalty: 2988.547607
	Iteration 47F: 3 clusters Score -1228053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Entering Unmasked Estep 
Score: -231028.453125 Penalty: 1229.104492
	Iteration 0F: 2 clusters Score -231028.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -228977.250000 Penalty: 2458.208984
	Iteration 0F: 3 clusters Score -228977.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -229389.875000 Penalty: 2458.208984
	Iteration 1F: 3 clusters Score -229389.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -229497.343750 Penalty: 2458.208984
	Iteration 2F: 3 clusters Score -229497.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -229561.734375 Penalty: 2458.208984
	Iteration 3Q: 3 clusters Score -229561.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -229600.000000 Penalty: 2458.208984
	Iteration 4Q: 3 clusters Score -229600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -229630.093750 Penalty: 2458.208984
	Iteration 5Q: 3 clusters Score -229630.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -229658.359375 Penalty: 2458.208984
	Iteration 6Q: 3 clusters Score -229658.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -229681.578125 Penalty: 2458.208984
	Iteration 7Q: 3 clusters Score -229681.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -229706.000000 Penalty: 2458.208984
	Iteration 8Q: 3 clusters Score -229706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -229727.531250 Penalty: 2458.208984
	Iteration 9Q: 3 clusters Score -229727.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -229751.750000 Penalty: 2458.208984
	Iteration 10Q: 3 clusters Score -229751.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -229781.171875 Penalty: 2458.208984
	Iteration 11Q: 3 clusters Score -229781.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -229802.546875 Penalty: 2458.208984
	Iteration 12Q: 3 clusters Score -229802.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -229818.875000 Penalty: 2458.208984
	Iteration 13Q: 3 clusters Score -229818.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -229833.531250 Penalty: 2458.208984
	Iteration 14Q: 3 clusters Score -229833.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -229843.703125 Penalty: 2458.208984
	Iteration 15Q: 3 clusters Score -229843.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -229855.312500 Penalty: 2458.208984
	Iteration 16Q: 3 clusters Score -229855.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -229866.437500 Penalty: 2458.208984
	Iteration 17Q: 3 clusters Score -229866.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -229877.390625 Penalty: 2458.208984
	Iteration 18Q: 3 clusters Score -229877.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -229887.390625 Penalty: 2458.208984
	Iteration 19Q: 3 clusters Score -229887.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -229899.328125 Penalty: 2458.208984
	Iteration 20F: 3 clusters Score -229899.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -229909.328125 Penalty: 2458.208984
	Iteration 21Q: 3 clusters Score -229909.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -229919.968750 Penalty: 2458.208984
	Iteration 22Q: 3 clusters Score -229920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -229930.453125 Penalty: 2458.208984
	Iteration 23Q: 3 clusters Score -229930.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -229937.281250 Penalty: 2458.208984
	Iteration 24Q: 3 clusters Score -229937.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -229945.468750 Penalty: 2458.208984
	Iteration 25Q: 3 clusters Score -229945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -229949.093750 Penalty: 2458.208984
	Iteration 26Q: 3 clusters Score -229949.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -229950.421875 Penalty: 2458.208984
	Iteration 27Q: 3 clusters Score -229950.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -229950.421875 Penalty: 2458.208984
	Iteration 28F: 3 clusters Score -229950.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Entering Unmasked Estep 
Score: -366960.062500 Penalty: 1303.293945
	Iteration 0F: 2 clusters Score -366960.1 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 1512 members 
Entering Unmasked Estep 
Score: -364212.968750 Penalty: 2606.587891
	Iteration 0F: 3 clusters Score -364213 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -364917.906250 Penalty: 2606.587891
	Iteration 1F: 3 clusters Score -364917.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -365085.843750 Penalty: 2606.587891
	Iteration 2F: 3 clusters Score -365085.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -365257.562500 Penalty: 2606.587891
	Iteration 3F: 3 clusters Score -365257.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -365512.906250 Penalty: 2606.587891
	Iteration 4F: 3 clusters Score -365512.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -365883.312500 Penalty: 2606.587891
	Iteration 5F: 3 clusters Score -365883.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -366532.000000 Penalty: 2606.587891
	Iteration 6F: 3 clusters Score -366532 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -367146.250000 Penalty: 2606.587891
	Iteration 7F: 3 clusters Score -367146.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -367336.375000 Penalty: 2606.587891
	Iteration 8Q: 3 clusters Score -367336.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -367508.812500 Penalty: 2606.587891
	Iteration 9Q: 3 clusters Score -367508.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -367723.906250 Penalty: 2606.587891
	Iteration 10Q: 3 clusters Score -367723.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -367984.187500 Penalty: 2606.587891
	Iteration 11Q: 3 clusters Score -367984.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -368272.531250 Penalty: 2606.587891
	Iteration 12Q: 3 clusters Score -368272.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -368324.500000 Penalty: 2606.587891
	Iteration 13Q: 3 clusters Score -368324.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -368332.875000 Penalty: 2606.587891
	Iteration 14Q: 3 clusters Score -368332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -368334.031250 Penalty: 2606.587891
	Iteration 15Q: 3 clusters Score -368334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -368334.031250 Penalty: 2606.587891
	Iteration 16F: 3 clusters Score -368334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56243 members 
Mstep: Class 4 contains 5590 members 
Mstep: Class 5 contains 8058 members 
Mstep: Class 6 contains 27822 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 31001 members 
Mstep: Class 9 contains 19531 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 9853 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 16 contains 1090 members 
Mstep: Class 17 contains 9305 members 
Mstep: Class 18 contains 19868 members 
Mstep: Class 19 contains 3003 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 28349 members 
Mstep: Class 23 contains 4744 members 
Mstep: Class 24 contains 20165 members 
Mstep: Class 25 contains 2022 members 
Mstep: Class 26 contains 74000 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 3388 members 
Mstep: Class 29 contains 1512 members 
Mstep: Class 30 contains 1982 members 
Mstep: Class 31 contains 1952 members 
Entering Unmasked Estep 
Score: -48242800.000000 Penalty: 65005.082031
Splitting cluster 16 changes total score from -48240452.000000 to -48242800.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (9305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Entering Unmasked Estep 
Score: -1141300.375000 Penalty: 1484.974976
	Iteration 0F: 2 clusters Score -1141300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1134497.375000 Penalty: 2969.949951
	Iteration 0F: 3 clusters Score -1134497 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1136667.625000 Penalty: 2969.949951
	Iteration 1F: 3 clusters Score -1136668 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1136905.625000 Penalty: 2969.949951
	Iteration 2F: 3 clusters Score -1136906 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1137117.875000 Penalty: 2969.949951
	Iteration 3F: 3 clusters Score -1137118 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1137362.625000 Penalty: 2969.949951
	Iteration 4F: 3 clusters Score -1137363 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1137686.625000 Penalty: 2969.949951
	Iteration 5F: 3 clusters Score -1137687 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1138110.375000 Penalty: 2969.949951
	Iteration 6F: 3 clusters Score -1138110 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1138587.875000 Penalty: 2969.949951
	Iteration 7F: 3 clusters Score -1138588 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1139015.250000 Penalty: 2969.949951
	Iteration 8F: 3 clusters Score -1139015 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1139381.000000 Penalty: 2969.949951
	Iteration 9Q: 3 clusters Score -1139381 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1139623.875000 Penalty: 2969.949951
	Iteration 10Q: 3 clusters Score -1139624 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1139754.875000 Penalty: 2969.949951
	Iteration 11Q: 3 clusters Score -1139755 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1139853.250000 Penalty: 2969.949951
	Iteration 12Q: 3 clusters Score -1139853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1139897.125000 Penalty: 2969.949951
	Iteration 13Q: 3 clusters Score -1139897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1139921.000000 Penalty: 2969.949951
	Iteration 14Q: 3 clusters Score -1139921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1139939.750000 Penalty: 2969.949951
	Iteration 15Q: 3 clusters Score -1139940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1139948.875000 Penalty: 2969.949951
	Iteration 16Q: 3 clusters Score -1139949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1139964.000000 Penalty: 2969.949951
	Iteration 17Q: 3 clusters Score -1139964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1139973.500000 Penalty: 2969.949951
	Iteration 18Q: 3 clusters Score -1139974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1139977.250000 Penalty: 2969.949951
	Iteration 19Q: 3 clusters Score -1139977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -1139979.250000 Penalty: 2969.949951
	Iteration 20F: 3 clusters Score -1139979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Entering Unmasked Estep 
Score: -2458118.250000 Penalty: 1608.240723
	Iteration 0F: 2 clusters Score -2458118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2444609.500000 Penalty: 3216.481445
	Iteration 0F: 3 clusters Score -2444610 nChanged 8979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2449593.000000 Penalty: 3216.481445
	Iteration 1F: 3 clusters Score -2449593 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2450099.000000 Penalty: 3216.481445
	Iteration 2F: 3 clusters Score -2450099 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2450695.750000 Penalty: 3216.481445
	Iteration 3F: 3 clusters Score -2450696 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2451402.500000 Penalty: 3216.481445
	Iteration 4F: 3 clusters Score -2451402 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2452145.750000 Penalty: 3216.481445
	Iteration 5F: 3 clusters Score -2452146 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2452826.250000 Penalty: 3216.481445
	Iteration 6F: 3 clusters Score -2452826 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -2453433.250000 Penalty: 3216.481445
	Iteration 7F: 3 clusters Score -2453433 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2453917.000000 Penalty: 3216.481445
	Iteration 8Q: 3 clusters Score -2453917 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -2454296.750000 Penalty: 3216.481445
	Iteration 9Q: 3 clusters Score -2454297 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -2454520.500000 Penalty: 3216.481445
	Iteration 10Q: 3 clusters Score -2454520 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2454713.500000 Penalty: 3216.481445
	Iteration 11Q: 3 clusters Score -2454714 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2454869.250000 Penalty: 3216.481445
	Iteration 12Q: 3 clusters Score -2454869 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2454966.000000 Penalty: 3216.481445
	Iteration 13Q: 3 clusters Score -2454966 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2455053.000000 Penalty: 3216.481445
	Iteration 14Q: 3 clusters Score -2455053 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2455125.750000 Penalty: 3216.481445
	Iteration 15Q: 3 clusters Score -2455126 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2455183.000000 Penalty: 3216.481445
	Iteration 16Q: 3 clusters Score -2455183 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2455242.750000 Penalty: 3216.481445
	Iteration 17Q: 3 clusters Score -2455243 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2455298.500000 Penalty: 3216.481445
	Iteration 18Q: 3 clusters Score -2455298 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -2455345.750000 Penalty: 3216.481445
	Iteration 19Q: 3 clusters Score -2455346 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -2455388.500000 Penalty: 3216.481445
	Iteration 20F: 3 clusters Score -2455388 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2455454.500000 Penalty: 3216.481445
	Iteration 21Q: 3 clusters Score -2455454 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2455507.000000 Penalty: 3216.481445
	Iteration 22Q: 3 clusters Score -2455507 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2455564.250000 Penalty: 3216.481445
	Iteration 23Q: 3 clusters Score -2455564 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2455609.750000 Penalty: 3216.481445
	Iteration 24Q: 3 clusters Score -2455610 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2455663.500000 Penalty: 3216.481445
	Iteration 25Q: 3 clusters Score -2455664 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2455712.500000 Penalty: 3216.481445
	Iteration 26Q: 3 clusters Score -2455712 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2455760.250000 Penalty: 3216.481445
	Iteration 27Q: 3 clusters Score -2455760 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2455816.500000 Penalty: 3216.481445
	Iteration 28Q: 3 clusters Score -2455816 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2455859.000000 Penalty: 3216.481445
	Iteration 29Q: 3 clusters Score -2455859 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2455881.000000 Penalty: 3216.481445
	Iteration 30Q: 3 clusters Score -2455881 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2455902.500000 Penalty: 3216.481445
	Iteration 31Q: 3 clusters Score -2455902 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2455925.000000 Penalty: 3216.481445
	Iteration 32Q: 3 clusters Score -2455925 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2455942.250000 Penalty: 3216.481445
	Iteration 33Q: 3 clusters Score -2455942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2455971.000000 Penalty: 3216.481445
	Iteration 34Q: 3 clusters Score -2455971 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2455975.000000 Penalty: 3216.481445
	Iteration 35Q: 3 clusters Score -2455975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2455995.250000 Penalty: 3216.481445
	Iteration 36Q: 3 clusters Score -2455995 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -2456015.500000 Penalty: 3216.481445
	Iteration 37Q: 3 clusters Score -2456016 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2456028.250000 Penalty: 3216.481445
	Iteration 38Q: 3 clusters Score -2456028 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2456046.750000 Penalty: 3216.481445
	Iteration 39Q: 3 clusters Score -2456047 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2456064.000000 Penalty: 3216.481445
	Iteration 40F: 3 clusters Score -2456064 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2456083.250000 Penalty: 3216.481445
	Iteration 41Q: 3 clusters Score -2456083 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2456102.500000 Penalty: 3216.481445
	Iteration 42Q: 3 clusters Score -2456102 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2456119.750000 Penalty: 3216.481445
	Iteration 43Q: 3 clusters Score -2456120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2456147.500000 Penalty: 3216.481445
	Iteration 44Q: 3 clusters Score -2456148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2456171.000000 Penalty: 3216.481445
	Iteration 45Q: 3 clusters Score -2456171 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2456192.000000 Penalty: 3216.481445
	Iteration 46Q: 3 clusters Score -2456192 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2456200.500000 Penalty: 3216.481445
	Iteration 47Q: 3 clusters Score -2456200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -2456218.250000 Penalty: 3216.481445
	Iteration 48Q: 3 clusters Score -2456218 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2456229.250000 Penalty: 3216.481445
	Iteration 49Q: 3 clusters Score -2456229 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2456240.500000 Penalty: 3216.481445
	Iteration 50Q: 3 clusters Score -2456240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2456249.500000 Penalty: 3216.481445
	Iteration 51Q: 3 clusters Score -2456250 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2456271.000000 Penalty: 3216.481445
	Iteration 52Q: 3 clusters Score -2456271 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2456281.000000 Penalty: 3216.481445
	Iteration 53Q: 3 clusters Score -2456281 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2456305.500000 Penalty: 3216.481445
	Iteration 54Q: 3 clusters Score -2456306 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2456317.500000 Penalty: 3216.481445
	Iteration 55Q: 3 clusters Score -2456318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2456347.250000 Penalty: 3216.481445
	Iteration 56Q: 3 clusters Score -2456347 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2456371.750000 Penalty: 3216.481445
	Iteration 57Q: 3 clusters Score -2456372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2456398.500000 Penalty: 3216.481445
	Iteration 58Q: 3 clusters Score -2456398 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2456419.500000 Penalty: 3216.481445
	Iteration 59Q: 3 clusters Score -2456420 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2456456.500000 Penalty: 3216.481445
	Iteration 60F: 3 clusters Score -2456456 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2456480.250000 Penalty: 3216.481445
	Iteration 61Q: 3 clusters Score -2456480 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2456501.750000 Penalty: 3216.481445
	Iteration 62Q: 3 clusters Score -2456502 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2456524.250000 Penalty: 3216.481445
	Iteration 63Q: 3 clusters Score -2456524 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2456549.750000 Penalty: 3216.481445
	Iteration 64Q: 3 clusters Score -2456550 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2456574.250000 Penalty: 3216.481445
	Iteration 65Q: 3 clusters Score -2456574 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2456606.250000 Penalty: 3216.481445
	Iteration 66Q: 3 clusters Score -2456606 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2456625.000000 Penalty: 3216.481445
	Iteration 67Q: 3 clusters Score -2456625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2456639.750000 Penalty: 3216.481445
	Iteration 68Q: 3 clusters Score -2456640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2456653.000000 Penalty: 3216.481445
	Iteration 69Q: 3 clusters Score -2456653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2456660.250000 Penalty: 3216.481445
	Iteration 70Q: 3 clusters Score -2456660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2456662.000000 Penalty: 3216.481445
	Iteration 71Q: 3 clusters Score -2456662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2456677.750000 Penalty: 3216.481445
	Iteration 72Q: 3 clusters Score -2456678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2456687.250000 Penalty: 3216.481445
	Iteration 73Q: 3 clusters Score -2456687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2456700.500000 Penalty: 3216.481445
	Iteration 74Q: 3 clusters Score -2456700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2456708.750000 Penalty: 3216.481445
	Iteration 75Q: 3 clusters Score -2456709 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2456717.750000 Penalty: 3216.481445
	Iteration 76Q: 3 clusters Score -2456718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2456737.750000 Penalty: 3216.481445
	Iteration 77Q: 3 clusters Score -2456738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2456753.250000 Penalty: 3216.481445
	Iteration 78Q: 3 clusters Score -2456753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2456768.500000 Penalty: 3216.481445
	Iteration 79Q: 3 clusters Score -2456768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2456781.750000 Penalty: 3216.481445
	Iteration 80F: 3 clusters Score -2456782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2456792.250000 Penalty: 3216.481445
	Iteration 81Q: 3 clusters Score -2456792 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2456813.000000 Penalty: 3216.481445
	Iteration 82Q: 3 clusters Score -2456813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2456827.750000 Penalty: 3216.481445
	Iteration 83Q: 3 clusters Score -2456828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2456836.000000 Penalty: 3216.481445
	Iteration 84Q: 3 clusters Score -2456836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2456838.250000 Penalty: 3216.481445
	Iteration 85Q: 3 clusters Score -2456838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2456848.750000 Penalty: 3216.481445
	Iteration 86Q: 3 clusters Score -2456849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2456854.250000 Penalty: 3216.481445
	Iteration 87Q: 3 clusters Score -2456854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2456858.000000 Penalty: 3216.481445
	Iteration 88Q: 3 clusters Score -2456858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2456858.500000 Penalty: 3216.481445
	Iteration 89Q: 3 clusters Score -2456858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2456862.500000 Penalty: 3216.481445
	Iteration 90Q: 3 clusters Score -2456862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2456864.250000 Penalty: 3216.481445
	Iteration 91Q: 3 clusters Score -2456864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2456861.750000 Penalty: 3216.481445
	Iteration 92Q: 3 clusters Score -2456862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2456867.250000 Penalty: 3216.481445
	Iteration 93Q: 3 clusters Score -2456867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2456866.000000 Penalty: 3216.481445
	Iteration 94Q: 3 clusters Score -2456866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2456867.000000 Penalty: 3216.481445
	Iteration 95Q: 3 clusters Score -2456867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2456867.000000 Penalty: 3216.481445
	Iteration 96F: 3 clusters Score -2456867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Entering Unmasked Estep 
Score: -367718.625000 Penalty: 1301.197144
	Iteration 0F: 2 clusters Score -367718.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -365008.250000 Penalty: 2602.394287
	Iteration 0F: 3 clusters Score -365008.2 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -365798.937500 Penalty: 2602.394287
	Iteration 1F: 3 clusters Score -365798.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -366021.843750 Penalty: 2602.394287
	Iteration 2F: 3 clusters Score -366021.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -366155.718750 Penalty: 2602.394287
	Iteration 3F: 3 clusters Score -366155.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -366260.937500 Penalty: 2602.394287
	Iteration 4Q: 3 clusters Score -366260.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -366352.562500 Penalty: 2602.394287
	Iteration 5Q: 3 clusters Score -366352.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -366463.750000 Penalty: 2602.394287
	Iteration 6Q: 3 clusters Score -366463.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -366582.875000 Penalty: 2602.394287
	Iteration 7Q: 3 clusters Score -366582.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -366776.500000 Penalty: 2602.394287
	Iteration 8Q: 3 clusters Score -366776.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -367143.218750 Penalty: 2602.394287
	Iteration 9F: 3 clusters Score -367143.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -367604.906250 Penalty: 2602.394287
	Iteration 10Q: 3 clusters Score -367604.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -367843.437500 Penalty: 2602.394287
	Iteration 11Q: 3 clusters Score -367843.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -367956.812500 Penalty: 2602.394287
	Iteration 12Q: 3 clusters Score -367956.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -368006.937500 Penalty: 2602.394287
	Iteration 13Q: 3 clusters Score -368006.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -368025.000000 Penalty: 2602.394287
	Iteration 14Q: 3 clusters Score -368025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -368030.625000 Penalty: 2602.394287
	Iteration 15Q: 3 clusters Score -368030.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -368032.312500 Penalty: 2602.394287
	Iteration 16Q: 3 clusters Score -368032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -368032.312500 Penalty: 2602.394287
	Iteration 17F: 3 clusters Score -368032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56243 members 
Mstep: Class 4 contains 5590 members 
Mstep: Class 5 contains 8058 members 
Mstep: Class 6 contains 27822 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 31001 members 
Mstep: Class 9 contains 19531 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 9853 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 16 contains 1090 members 
Mstep: Class 17 contains 9305 members 
Mstep: Class 18 contains 19868 members 
Mstep: Class 19 contains 1635 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 4275 members 
Mstep: Class 22 contains 28349 members 
Mstep: Class 23 contains 4744 members 
Mstep: Class 24 contains 20165 members 
Mstep: Class 25 contains 2022 members 
Mstep: Class 26 contains 74000 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 3388 members 
Mstep: Class 29 contains 1512 members 
Mstep: Class 30 contains 1982 members 
Mstep: Class 31 contains 1952 members 
Mstep: Class 32 contains 1368 members 
Entering Unmasked Estep 
Score: -48242276.000000 Penalty: 67102.023438
Splitting cluster 19 changes total score from -48240452.000000 to -48242276.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (4989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Entering Unmasked Estep 
Score: -602657.687500 Penalty: 1383.686035
	Iteration 0F: 2 clusters Score -602657.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -598703.375000 Penalty: 2767.372070
	Iteration 0F: 3 clusters Score -598703.4 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -599737.000000 Penalty: 2767.372070
	Iteration 1F: 3 clusters Score -599737 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -599923.312500 Penalty: 2767.372070
	Iteration 2F: 3 clusters Score -599923.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -600079.062500 Penalty: 2767.372070
	Iteration 3F: 3 clusters Score -600079.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -600190.062500 Penalty: 2767.372070
	Iteration 4Q: 3 clusters Score -600190.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -600308.187500 Penalty: 2767.372070
	Iteration 5Q: 3 clusters Score -600308.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -600445.500000 Penalty: 2767.372070
	Iteration 6Q: 3 clusters Score -600445.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -600580.812500 Penalty: 2767.372070
	Iteration 7Q: 3 clusters Score -600580.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -600697.812500 Penalty: 2767.372070
	Iteration 8Q: 3 clusters Score -600697.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -600791.250000 Penalty: 2767.372070
	Iteration 9Q: 3 clusters Score -600791.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -600870.375000 Penalty: 2767.372070
	Iteration 10Q: 3 clusters Score -600870.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -600945.937500 Penalty: 2767.372070
	Iteration 11Q: 3 clusters Score -600945.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -601015.437500 Penalty: 2767.372070
	Iteration 12Q: 3 clusters Score -601015.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -601090.312500 Penalty: 2767.372070
	Iteration 13Q: 3 clusters Score -601090.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -601162.687500 Penalty: 2767.372070
	Iteration 14Q: 3 clusters Score -601162.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -601224.437500 Penalty: 2767.372070
	Iteration 15Q: 3 clusters Score -601224.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -601282.000000 Penalty: 2767.372070
	Iteration 16Q: 3 clusters Score -601282 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -601320.125000 Penalty: 2767.372070
	Iteration 17Q: 3 clusters Score -601320.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -601348.437500 Penalty: 2767.372070
	Iteration 18Q: 3 clusters Score -601348.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -601370.375000 Penalty: 2767.372070
	Iteration 19Q: 3 clusters Score -601370.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -601386.812500 Penalty: 2767.372070
	Iteration 20F: 3 clusters Score -601386.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -601404.437500 Penalty: 2767.372070
	Iteration 21Q: 3 clusters Score -601404.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -601417.750000 Penalty: 2767.372070
	Iteration 22Q: 3 clusters Score -601417.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -601436.250000 Penalty: 2767.372070
	Iteration 23Q: 3 clusters Score -601436.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -601448.625000 Penalty: 2767.372070
	Iteration 24Q: 3 clusters Score -601448.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -601458.625000 Penalty: 2767.372070
	Iteration 25Q: 3 clusters Score -601458.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -601470.750000 Penalty: 2767.372070
	Iteration 26Q: 3 clusters Score -601470.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -601484.687500 Penalty: 2767.372070
	Iteration 27Q: 3 clusters Score -601484.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -601495.250000 Penalty: 2767.372070
	Iteration 28Q: 3 clusters Score -601495.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -601507.812500 Penalty: 2767.372070
	Iteration 29Q: 3 clusters Score -601507.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -601512.562500 Penalty: 2767.372070
	Iteration 30Q: 3 clusters Score -601512.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -601519.250000 Penalty: 2767.372070
	Iteration 31Q: 3 clusters Score -601519.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -601523.812500 Penalty: 2767.372070
	Iteration 32Q: 3 clusters Score -601523.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -601527.875000 Penalty: 2767.372070
	Iteration 33Q: 3 clusters Score -601527.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -601534.625000 Penalty: 2767.372070
	Iteration 34Q: 3 clusters Score -601534.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -601537.187500 Penalty: 2767.372070
	Iteration 35Q: 3 clusters Score -601537.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -601542.375000 Penalty: 2767.372070
	Iteration 36Q: 3 clusters Score -601542.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -601547.437500 Penalty: 2767.372070
	Iteration 37Q: 3 clusters Score -601547.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -601554.625000 Penalty: 2767.372070
	Iteration 38Q: 3 clusters Score -601554.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -601560.687500 Penalty: 2767.372070
	Iteration 39Q: 3 clusters Score -601560.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -601566.250000 Penalty: 2767.372070
	Iteration 40F: 3 clusters Score -601566.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -601568.812500 Penalty: 2767.372070
	Iteration 41Q: 3 clusters Score -601568.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -601570.062500 Penalty: 2767.372070
	Iteration 42Q: 3 clusters Score -601570.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -601571.937500 Penalty: 2767.372070
	Iteration 43Q: 3 clusters Score -601571.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -601574.437500 Penalty: 2767.372070
	Iteration 44Q: 3 clusters Score -601574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -601578.000000 Penalty: 2767.372070
	Iteration 45Q: 3 clusters Score -601578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -601578.937500 Penalty: 2767.372070
	Iteration 46Q: 3 clusters Score -601578.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -601581.000000 Penalty: 2767.372070
	Iteration 47Q: 3 clusters Score -601581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -601582.875000 Penalty: 2767.372070
	Iteration 48Q: 3 clusters Score -601582.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -601588.687500 Penalty: 2767.372070
	Iteration 49Q: 3 clusters Score -601588.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -601592.375000 Penalty: 2767.372070
	Iteration 50Q: 3 clusters Score -601592.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -601596.875000 Penalty: 2767.372070
	Iteration 51Q: 3 clusters Score -601596.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -601601.437500 Penalty: 2767.372070
	Iteration 52Q: 3 clusters Score -601601.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -601607.312500 Penalty: 2767.372070
	Iteration 53Q: 3 clusters Score -601607.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -601613.125000 Penalty: 2767.372070
	Iteration 54Q: 3 clusters Score -601613.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -601617.375000 Penalty: 2767.372070
	Iteration 55Q: 3 clusters Score -601617.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -601622.750000 Penalty: 2767.372070
	Iteration 56Q: 3 clusters Score -601622.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -601626.437500 Penalty: 2767.372070
	Iteration 57Q: 3 clusters Score -601626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -601627.937500 Penalty: 2767.372070
	Iteration 58Q: 3 clusters Score -601627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -601628.562500 Penalty: 2767.372070
	Iteration 59Q: 3 clusters Score -601628.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -601629.250000 Penalty: 2767.372070
	Iteration 60F: 3 clusters Score -601629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -601630.687500 Penalty: 2767.372070
	Iteration 61Q: 3 clusters Score -601630.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -601632.625000 Penalty: 2767.372070
	Iteration 62Q: 3 clusters Score -601632.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -601633.000000 Penalty: 2767.372070
	Iteration 63Q: 3 clusters Score -601633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -601634.937500 Penalty: 2767.372070
	Iteration 64Q: 3 clusters Score -601634.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -601637.187500 Penalty: 2767.372070
	Iteration 65Q: 3 clusters Score -601637.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -601638.812500 Penalty: 2767.372070
	Iteration 66Q: 3 clusters Score -601638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -601640.500000 Penalty: 2767.372070
	Iteration 67Q: 3 clusters Score -601640.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -601644.187500 Penalty: 2767.372070
	Iteration 68Q: 3 clusters Score -601644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -601644.187500 Penalty: 2767.372070
	Iteration 69Q: 3 clusters Score -601644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -601643.750000 Penalty: 2767.372070
	Iteration 70Q: 3 clusters Score -601643.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -601643.750000 Penalty: 2767.372070
	Iteration 71F: 3 clusters Score -601643.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Entering Unmasked Estep 
Score: -520939.468750 Penalty: 1358.587646
	Iteration 0F: 2 clusters Score -520939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -517452.718750 Penalty: 2717.175293
	Iteration 0F: 3 clusters Score -517452.7 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -518424.625000 Penalty: 2717.175293
	Iteration 1F: 3 clusters Score -518424.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -518642.968750 Penalty: 2717.175293
	Iteration 2F: 3 clusters Score -518643 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -518834.812500 Penalty: 2717.175293
	Iteration 3F: 3 clusters Score -518834.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -519052.187500 Penalty: 2717.175293
	Iteration 4Q: 3 clusters Score -519052.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -519402.062500 Penalty: 2717.175293
	Iteration 5F: 3 clusters Score -519402.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -519879.093750 Penalty: 2717.175293
	Iteration 6F: 3 clusters Score -519879.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -520434.968750 Penalty: 2717.175293
	Iteration 7F: 3 clusters Score -520435 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -520733.531250 Penalty: 2717.175293
	Iteration 8F: 3 clusters Score -520733.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -520945.531250 Penalty: 2717.175293
	Iteration 9Q: 3 clusters Score -520945.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -521102.437500 Penalty: 2717.175293
	Iteration 10Q: 3 clusters Score -521102.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -521227.125000 Penalty: 2717.175293
	Iteration 11Q: 3 clusters Score -521227.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -521322.437500 Penalty: 2717.175293
	Iteration 12Q: 3 clusters Score -521322.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -521382.593750 Penalty: 2717.175293
	Iteration 13Q: 3 clusters Score -521382.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -521422.656250 Penalty: 2717.175293
	Iteration 14Q: 3 clusters Score -521422.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -521471.156250 Penalty: 2717.175293
	Iteration 15Q: 3 clusters Score -521471.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -521527.593750 Penalty: 2717.175293
	Iteration 16Q: 3 clusters Score -521527.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -521625.250000 Penalty: 2717.175293
	Iteration 17Q: 3 clusters Score -521625.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -521709.218750 Penalty: 2717.175293
	Iteration 18Q: 3 clusters Score -521709.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -521785.843750 Penalty: 2717.175293
	Iteration 19Q: 3 clusters Score -521785.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -521833.312500 Penalty: 2717.175293
	Iteration 20F: 3 clusters Score -521833.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -521856.312500 Penalty: 2717.175293
	Iteration 21Q: 3 clusters Score -521856.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -521861.437500 Penalty: 2717.175293
	Iteration 22Q: 3 clusters Score -521861.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -521863.593750 Penalty: 2717.175293
	Iteration 23Q: 3 clusters Score -521863.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -521864.343750 Penalty: 2717.175293
	Iteration 24Q: 3 clusters Score -521864.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -521864.781250 Penalty: 2717.175293
	Iteration 25Q: 3 clusters Score -521864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -521864.781250 Penalty: 2717.175293
	Iteration 26F: 3 clusters Score -521864.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56243 members 
Mstep: Class 4 contains 5590 members 
Mstep: Class 5 contains 8058 members 
Mstep: Class 6 contains 27822 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 31001 members 
Mstep: Class 9 contains 19531 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 9853 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 16 contains 1090 members 
Mstep: Class 17 contains 9305 members 
Mstep: Class 18 contains 19868 members 
Mstep: Class 19 contains 1635 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 28349 members 
Mstep: Class 23 contains 4744 members 
Mstep: Class 24 contains 20165 members 
Mstep: Class 25 contains 2022 members 
Mstep: Class 26 contains 74000 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 3388 members 
Mstep: Class 29 contains 1512 members 
Mstep: Class 30 contains 1982 members 
Mstep: Class 31 contains 1952 members 
Mstep: Class 32 contains 1368 members 
Mstep: Class 33 contains 3105 members 
Entering Unmasked Estep 
Score: -48242428.000000 Penalty: 69198.960938
Splitting cluster 21 changes total score from -48240452.000000 to -48242428.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (28349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Entering Unmasked Estep 
Score: -3531123.000000 Penalty: 1666.006348
	Iteration 0F: 2 clusters Score -3531123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3511978.500000 Penalty: 3332.012695
	Iteration 0F: 3 clusters Score -3511978 nChanged 13093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -3519271.000000 Penalty: 3332.012695
	Iteration 1F: 3 clusters Score -3519271 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3519993.500000 Penalty: 3332.012695
	Iteration 2F: 3 clusters Score -3519994 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3520821.500000 Penalty: 3332.012695
	Iteration 3F: 3 clusters Score -3520822 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3521813.250000 Penalty: 3332.012695
	Iteration 4F: 3 clusters Score -3521813 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3522990.500000 Penalty: 3332.012695
	Iteration 5F: 3 clusters Score -3522990 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -3524311.000000 Penalty: 3332.012695
	Iteration 6F: 3 clusters Score -3524311 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -3525653.750000 Penalty: 3332.012695
	Iteration 7F: 3 clusters Score -3525654 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3526864.750000 Penalty: 3332.012695
	Iteration 8F: 3 clusters Score -3526865 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -3527860.750000 Penalty: 3332.012695
	Iteration 9Q: 3 clusters Score -3527861 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3528596.250000 Penalty: 3332.012695
	Iteration 10Q: 3 clusters Score -3528596 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3529076.000000 Penalty: 3332.012695
	Iteration 11Q: 3 clusters Score -3529076 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3529378.500000 Penalty: 3332.012695
	Iteration 12Q: 3 clusters Score -3529378 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -3529503.750000 Penalty: 3332.012695
	Iteration 13Q: 3 clusters Score -3529504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -3529577.500000 Penalty: 3332.012695
	Iteration 14Q: 3 clusters Score -3529578 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -3529615.750000 Penalty: 3332.012695
	Iteration 15Q: 3 clusters Score -3529616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3529631.500000 Penalty: 3332.012695
	Iteration 16Q: 3 clusters Score -3529632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -3529656.250000 Penalty: 3332.012695
	Iteration 17Q: 3 clusters Score -3529656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -3529677.500000 Penalty: 3332.012695
	Iteration 18Q: 3 clusters Score -3529678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3529687.750000 Penalty: 3332.012695
	Iteration 19Q: 3 clusters Score -3529688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3529693.000000 Penalty: 3332.012695
	Iteration 20F: 3 clusters Score -3529693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3529694.500000 Penalty: 3332.012695
	Iteration 21Q: 3 clusters Score -3529694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3529694.500000 Penalty: 3332.012695
	Iteration 22F: 3 clusters Score -3529694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Entering Unmasked Estep 
Score: -556057.875000 Penalty: 1375.503296
	Iteration 0F: 2 clusters Score -556057.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -552201.312500 Penalty: 2751.006592
	Iteration 0F: 3 clusters Score -552201.3 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -553340.000000 Penalty: 2751.006592
	Iteration 1F: 3 clusters Score -553340 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -553648.062500 Penalty: 2751.006592
	Iteration 2F: 3 clusters Score -553648.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -553900.062500 Penalty: 2751.006592
	Iteration 3F: 3 clusters Score -553900.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -554085.937500 Penalty: 2751.006592
	Iteration 4F: 3 clusters Score -554085.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -554251.312500 Penalty: 2751.006592
	Iteration 5F: 3 clusters Score -554251.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -554410.000000 Penalty: 2751.006592
	Iteration 6Q: 3 clusters Score -554410 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -554516.500000 Penalty: 2751.006592
	Iteration 7Q: 3 clusters Score -554516.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -554595.062500 Penalty: 2751.006592
	Iteration 8Q: 3 clusters Score -554595.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -554653.500000 Penalty: 2751.006592
	Iteration 9Q: 3 clusters Score -554653.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -554707.562500 Penalty: 2751.006592
	Iteration 10Q: 3 clusters Score -554707.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -554753.250000 Penalty: 2751.006592
	Iteration 11Q: 3 clusters Score -554753.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -554790.375000 Penalty: 2751.006592
	Iteration 12Q: 3 clusters Score -554790.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -554818.687500 Penalty: 2751.006592
	Iteration 13Q: 3 clusters Score -554818.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -554835.312500 Penalty: 2751.006592
	Iteration 14Q: 3 clusters Score -554835.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -554842.437500 Penalty: 2751.006592
	Iteration 15Q: 3 clusters Score -554842.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -554851.437500 Penalty: 2751.006592
	Iteration 16Q: 3 clusters Score -554851.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -554859.687500 Penalty: 2751.006592
	Iteration 17Q: 3 clusters Score -554859.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -554868.000000 Penalty: 2751.006592
	Iteration 18Q: 3 clusters Score -554868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -554877.312500 Penalty: 2751.006592
	Iteration 19Q: 3 clusters Score -554877.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -554882.687500 Penalty: 2751.006592
	Iteration 20F: 3 clusters Score -554882.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -554887.750000 Penalty: 2751.006592
	Iteration 21Q: 3 clusters Score -554887.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -554893.437500 Penalty: 2751.006592
	Iteration 22Q: 3 clusters Score -554893.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -554897.062500 Penalty: 2751.006592
	Iteration 23Q: 3 clusters Score -554897.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -554903.500000 Penalty: 2751.006592
	Iteration 24Q: 3 clusters Score -554903.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -554907.812500 Penalty: 2751.006592
	Iteration 25Q: 3 clusters Score -554907.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -554913.000000 Penalty: 2751.006592
	Iteration 26Q: 3 clusters Score -554913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -554915.937500 Penalty: 2751.006592
	Iteration 27Q: 3 clusters Score -554915.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -554921.000000 Penalty: 2751.006592
	Iteration 28Q: 3 clusters Score -554921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -554923.500000 Penalty: 2751.006592
	Iteration 29Q: 3 clusters Score -554923.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -554925.125000 Penalty: 2751.006592
	Iteration 30Q: 3 clusters Score -554925.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -554926.875000 Penalty: 2751.006592
	Iteration 31Q: 3 clusters Score -554926.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -554931.000000 Penalty: 2751.006592
	Iteration 32Q: 3 clusters Score -554931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -554933.500000 Penalty: 2751.006592
	Iteration 33Q: 3 clusters Score -554933.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -554934.937500 Penalty: 2751.006592
	Iteration 34Q: 3 clusters Score -554934.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -554934.750000 Penalty: 2751.006592
	Iteration 35Q: 3 clusters Score -554934.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -554935.812500 Penalty: 2751.006592
	Iteration 36Q: 3 clusters Score -554935.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -554936.625000 Penalty: 2751.006592
	Iteration 37Q: 3 clusters Score -554936.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -554938.750000 Penalty: 2751.006592
	Iteration 38Q: 3 clusters Score -554938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -554939.875000 Penalty: 2751.006592
	Iteration 39Q: 3 clusters Score -554939.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -554942.125000 Penalty: 2751.006592
	Iteration 40F: 3 clusters Score -554942.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -554943.250000 Penalty: 2751.006592
	Iteration 41Q: 3 clusters Score -554943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -554946.500000 Penalty: 2751.006592
	Iteration 42Q: 3 clusters Score -554946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -554947.250000 Penalty: 2751.006592
	Iteration 43Q: 3 clusters Score -554947.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -554948.500000 Penalty: 2751.006592
	Iteration 44Q: 3 clusters Score -554948.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -554948.250000 Penalty: 2751.006592
	Iteration 45Q: 3 clusters Score -554948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -554948.125000 Penalty: 2751.006592
	Iteration 46Q: 3 clusters Score -554948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -554950.625000 Penalty: 2751.006592
	Iteration 47Q: 3 clusters Score -554950.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -554950.500000 Penalty: 2751.006592
	Iteration 48Q: 3 clusters Score -554950.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -554950.312500 Penalty: 2751.006592
	Iteration 49Q: 3 clusters Score -554950.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -554951.875000 Penalty: 2751.006592
	Iteration 50Q: 3 clusters Score -554951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -554952.125000 Penalty: 2751.006592
	Iteration 51Q: 3 clusters Score -554952.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -554951.937500 Penalty: 2751.006592
	Iteration 52Q: 3 clusters Score -554951.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -554951.937500 Penalty: 2751.006592
	Iteration 53F: 3 clusters Score -554951.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Entering Unmasked Estep 
Score: -2483175.500000 Penalty: 1610.651855
	Iteration 0F: 2 clusters Score -2483176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -2469351.000000 Penalty: 3221.303711
	Iteration 0F: 3 clusters Score -2469351 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2474145.750000 Penalty: 3221.303711
	Iteration 1F: 3 clusters Score -2474146 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2474448.750000 Penalty: 3221.303711
	Iteration 2Q: 3 clusters Score -2474449 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -2474771.750000 Penalty: 3221.303711
	Iteration 3Q: 3 clusters Score -2474772 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2475113.750000 Penalty: 3221.303711
	Iteration 4Q: 3 clusters Score -2475114 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2475489.500000 Penalty: 3221.303711
	Iteration 5Q: 3 clusters Score -2475490 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2475950.000000 Penalty: 3221.303711
	Iteration 6Q: 3 clusters Score -2475950 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2476605.250000 Penalty: 3221.303711
	Iteration 7F: 3 clusters Score -2476605 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2477421.500000 Penalty: 3221.303711
	Iteration 8F: 3 clusters Score -2477422 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2478350.000000 Penalty: 3221.303711
	Iteration 9F: 3 clusters Score -2478350 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2479264.500000 Penalty: 3221.303711
	Iteration 10F: 3 clusters Score -2479264 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2480083.250000 Penalty: 3221.303711
	Iteration 11Q: 3 clusters Score -2480083 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2480703.750000 Penalty: 3221.303711
	Iteration 12Q: 3 clusters Score -2480704 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2481108.000000 Penalty: 3221.303711
	Iteration 13Q: 3 clusters Score -2481108 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2481370.000000 Penalty: 3221.303711
	Iteration 14Q: 3 clusters Score -2481370 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2481551.250000 Penalty: 3221.303711
	Iteration 15Q: 3 clusters Score -2481551 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2481656.500000 Penalty: 3221.303711
	Iteration 16Q: 3 clusters Score -2481656 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2481725.500000 Penalty: 3221.303711
	Iteration 17Q: 3 clusters Score -2481726 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2481773.500000 Penalty: 3221.303711
	Iteration 18Q: 3 clusters Score -2481774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2481810.250000 Penalty: 3221.303711
	Iteration 19Q: 3 clusters Score -2481810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -2481837.250000 Penalty: 3221.303711
	Iteration 20F: 3 clusters Score -2481837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2481853.750000 Penalty: 3221.303711
	Iteration 21Q: 3 clusters Score -2481854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2481865.250000 Penalty: 3221.303711
	Iteration 22Q: 3 clusters Score -2481865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2481874.250000 Penalty: 3221.303711
	Iteration 23Q: 3 clusters Score -2481874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2481879.000000 Penalty: 3221.303711
	Iteration 24Q: 3 clusters Score -2481879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2481883.750000 Penalty: 3221.303711
	Iteration 25Q: 3 clusters Score -2481884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2481889.000000 Penalty: 3221.303711
	Iteration 26Q: 3 clusters Score -2481889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2481891.750000 Penalty: 3221.303711
	Iteration 27Q: 3 clusters Score -2481892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2481897.750000 Penalty: 3221.303711
	Iteration 28Q: 3 clusters Score -2481898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -2481899.250000 Penalty: 3221.303711
	Iteration 29Q: 3 clusters Score -2481899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -2481902.750000 Penalty: 3221.303711
	Iteration 30Q: 3 clusters Score -2481903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2481906.000000 Penalty: 3221.303711
	Iteration 31Q: 3 clusters Score -2481906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2481909.750000 Penalty: 3221.303711
	Iteration 32Q: 3 clusters Score -2481910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2481909.500000 Penalty: 3221.303711
	Iteration 33Q: 3 clusters Score -2481910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2481911.250000 Penalty: 3221.303711
	Iteration 34Q: 3 clusters Score -2481911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2481914.750000 Penalty: 3221.303711
	Iteration 35Q: 3 clusters Score -2481915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -2481916.750000 Penalty: 3221.303711
	Iteration 36Q: 3 clusters Score -2481917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2481921.250000 Penalty: 3221.303711
	Iteration 37Q: 3 clusters Score -2481921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2481920.250000 Penalty: 3221.303711
	Iteration 38Q: 3 clusters Score -2481920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2481926.250000 Penalty: 3221.303711
	Iteration 39Q: 3 clusters Score -2481926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -2481925.000000 Penalty: 3221.303711
	Iteration 40F: 3 clusters Score -2481925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2481925.750000 Penalty: 3221.303711
	Iteration 41Q: 3 clusters Score -2481926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2481925.500000 Penalty: 3221.303711
	Iteration 42Q: 3 clusters Score -2481926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2481925.500000 Penalty: 3221.303711
	Iteration 43F: 3 clusters Score -2481926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Entering Unmasked Estep 
Score: -226854.546875 Penalty: 1236.924438
	Iteration 0F: 2 clusters Score -226854.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -224812.750000 Penalty: 2473.848877
	Iteration 0F: 3 clusters Score -224812.8 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -225295.687500 Penalty: 2473.848877
	Iteration 1F: 3 clusters Score -225295.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -225483.859375 Penalty: 2473.848877
	Iteration 2F: 3 clusters Score -225483.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -225654.390625 Penalty: 2473.848877
	Iteration 3F: 3 clusters Score -225654.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -225792.609375 Penalty: 2473.848877
	Iteration 4F: 3 clusters Score -225792.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -225891.125000 Penalty: 2473.848877
	Iteration 5Q: 3 clusters Score -225891.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -225949.062500 Penalty: 2473.848877
	Iteration 6Q: 3 clusters Score -225949.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -225994.328125 Penalty: 2473.848877
	Iteration 7Q: 3 clusters Score -225994.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -226022.812500 Penalty: 2473.848877
	Iteration 8Q: 3 clusters Score -226022.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -226041.890625 Penalty: 2473.848877
	Iteration 9Q: 3 clusters Score -226041.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -226056.406250 Penalty: 2473.848877
	Iteration 10Q: 3 clusters Score -226056.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -226075.812500 Penalty: 2473.848877
	Iteration 11Q: 3 clusters Score -226075.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -226094.000000 Penalty: 2473.848877
	Iteration 12Q: 3 clusters Score -226094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -226111.656250 Penalty: 2473.848877
	Iteration 13Q: 3 clusters Score -226111.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -226118.062500 Penalty: 2473.848877
	Iteration 14Q: 3 clusters Score -226118.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -226125.765625 Penalty: 2473.848877
	Iteration 15Q: 3 clusters Score -226125.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -226130.390625 Penalty: 2473.848877
	Iteration 16Q: 3 clusters Score -226130.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -226131.468750 Penalty: 2473.848877
	Iteration 17Q: 3 clusters Score -226131.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -226134.265625 Penalty: 2473.848877
	Iteration 18Q: 3 clusters Score -226134.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -226142.203125 Penalty: 2473.848877
	Iteration 19Q: 3 clusters Score -226142.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -226152.015625 Penalty: 2473.848877
	Iteration 20F: 3 clusters Score -226152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -226158.390625 Penalty: 2473.848877
	Iteration 21Q: 3 clusters Score -226158.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -226164.343750 Penalty: 2473.848877
	Iteration 22Q: 3 clusters Score -226164.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -226169.125000 Penalty: 2473.848877
	Iteration 23Q: 3 clusters Score -226169.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -226172.484375 Penalty: 2473.848877
	Iteration 24Q: 3 clusters Score -226172.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -226177.750000 Penalty: 2473.848877
	Iteration 25Q: 3 clusters Score -226177.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -226181.796875 Penalty: 2473.848877
	Iteration 26Q: 3 clusters Score -226181.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -226184.750000 Penalty: 2473.848877
	Iteration 27Q: 3 clusters Score -226184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -226187.375000 Penalty: 2473.848877
	Iteration 28Q: 3 clusters Score -226187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -226189.843750 Penalty: 2473.848877
	Iteration 29Q: 3 clusters Score -226189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -226192.187500 Penalty: 2473.848877
	Iteration 30Q: 3 clusters Score -226192.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -226193.625000 Penalty: 2473.848877
	Iteration 31Q: 3 clusters Score -226193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -226194.906250 Penalty: 2473.848877
	Iteration 32Q: 3 clusters Score -226194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -226195.921875 Penalty: 2473.848877
	Iteration 33Q: 3 clusters Score -226195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -226196.218750 Penalty: 2473.848877
	Iteration 34Q: 3 clusters Score -226196.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -226196.671875 Penalty: 2473.848877
	Iteration 35Q: 3 clusters Score -226196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -226196.515625 Penalty: 2473.848877
	Iteration 36Q: 3 clusters Score -226196.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -226196.515625 Penalty: 2473.848877
	Iteration 37F: 3 clusters Score -226196.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (74000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74000 members 
Entering Unmasked Estep 
Score: -9147875.000000 Penalty: 1821.920898
	Iteration 0F: 2 clusters Score -9147875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -9098710.000000 Penalty: 3643.841797
	Iteration 0F: 3 clusters Score -9098710 nChanged 35242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -9119291.000000 Penalty: 3643.841797
	Iteration 1F: 3 clusters Score -9119291 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -9120448.000000 Penalty: 3643.841797
	Iteration 2Q: 3 clusters Score -9120448 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -9122113.000000 Penalty: 3643.841797
	Iteration 3F: 3 clusters Score -9122113 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -9124325.000000 Penalty: 3643.841797
	Iteration 4F: 3 clusters Score -9124325 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50444 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -9127108.000000 Penalty: 3643.841797
	Iteration 5F: 3 clusters Score -9127108 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54927 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -9130484.000000 Penalty: 3643.841797
	Iteration 6F: 3 clusters Score -9130484 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59804 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -9134416.000000 Penalty: 3643.841797
	Iteration 7F: 3 clusters Score -9134416 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64551 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -9138521.000000 Penalty: 3643.841797
	Iteration 8F: 3 clusters Score -9138521 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -9141978.000000 Penalty: 3643.841797
	Iteration 9F: 3 clusters Score -9141978 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71113 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -9144164.000000 Penalty: 3643.841797
	Iteration 10Q: 3 clusters Score -9144164 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72614 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -9145330.000000 Penalty: 3643.841797
	Iteration 11Q: 3 clusters Score -9145330 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9145925.000000 Penalty: 3643.841797
	Iteration 12Q: 3 clusters Score -9145925 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73573 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9146102.000000 Penalty: 3643.841797
	Iteration 13Q: 3 clusters Score -9146102 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73673 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9146209.000000 Penalty: 3643.841797
	Iteration 14Q: 3 clusters Score -9146209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9146271.000000 Penalty: 3643.841797
	Iteration 15Q: 3 clusters Score -9146271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73734 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9146297.000000 Penalty: 3643.841797
	Iteration 16Q: 3 clusters Score -9146297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73740 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9146314.000000 Penalty: 3643.841797
	Iteration 17Q: 3 clusters Score -9146314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73742 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9146328.000000 Penalty: 3643.841797
	Iteration 18Q: 3 clusters Score -9146328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73749 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9146336.000000 Penalty: 3643.841797
	Iteration 19Q: 3 clusters Score -9146336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73751 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9146336.000000 Penalty: 3643.841797
	Iteration 20F: 3 clusters Score -9146336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73755 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9146347.000000 Penalty: 3643.841797
	Iteration 21Q: 3 clusters Score -9146347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73760 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9146353.000000 Penalty: 3643.841797
	Iteration 22Q: 3 clusters Score -9146353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73763 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9146346.000000 Penalty: 3643.841797
	Iteration 23Q: 3 clusters Score -9146346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9146344.000000 Penalty: 3643.841797
	Iteration 24Q: 3 clusters Score -9146344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73762 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9146344.000000 Penalty: 3643.841797
	Iteration 25F: 3 clusters Score -9146344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Entering Unmasked Estep 
Score: -124352.812500 Penalty: 1133.200806
	Iteration 0F: 2 clusters Score -124352.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -122913.984375 Penalty: 2266.401611
	Iteration 0F: 3 clusters Score -122914 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -123316.640625 Penalty: 2266.401611
	Iteration 1F: 3 clusters Score -123316.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -123446.023438 Penalty: 2266.401611
	Iteration 2F: 3 clusters Score -123446 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -123516.648438 Penalty: 2266.401611
	Iteration 3F: 3 clusters Score -123516.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -123549.585938 Penalty: 2266.401611
	Iteration 4Q: 3 clusters Score -123549.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -123567.390625 Penalty: 2266.401611
	Iteration 5Q: 3 clusters Score -123567.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -123580.312500 Penalty: 2266.401611
	Iteration 6Q: 3 clusters Score -123580.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -123588.781250 Penalty: 2266.401611
	Iteration 7Q: 3 clusters Score -123588.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -123600.242188 Penalty: 2266.401611
	Iteration 8Q: 3 clusters Score -123600.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -123604.273438 Penalty: 2266.401611
	Iteration 9Q: 3 clusters Score -123604.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -123611.578125 Penalty: 2266.401611
	Iteration 10Q: 3 clusters Score -123611.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -123616.375000 Penalty: 2266.401611
	Iteration 11Q: 3 clusters Score -123616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -123618.117188 Penalty: 2266.401611
	Iteration 12Q: 3 clusters Score -123618.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -123621.195312 Penalty: 2266.401611
	Iteration 13Q: 3 clusters Score -123621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -123622.273438 Penalty: 2266.401611
	Iteration 14Q: 3 clusters Score -123622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -123623.500000 Penalty: 2266.401611
	Iteration 15Q: 3 clusters Score -123623.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -123623.812500 Penalty: 2266.401611
	Iteration 16Q: 3 clusters Score -123623.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -123623.812500 Penalty: 2266.401611
	Iteration 17F: 3 clusters Score -123623.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Entering Unmasked Estep 
Score: -405374.093750 Penalty: 1320.799316
	Iteration 0F: 2 clusters Score -405374.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -402412.718750 Penalty: 2641.598633
	Iteration 0F: 3 clusters Score -402412.7 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -403343.125000 Penalty: 2641.598633
	Iteration 1F: 3 clusters Score -403343.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -403680.812500 Penalty: 2641.598633
	Iteration 2F: 3 clusters Score -403680.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -403994.437500 Penalty: 2641.598633
	Iteration 3F: 3 clusters Score -403994.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -404294.531250 Penalty: 2641.598633
	Iteration 4F: 3 clusters Score -404294.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -404617.468750 Penalty: 2641.598633
	Iteration 5F: 3 clusters Score -404617.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -404878.125000 Penalty: 2641.598633
	Iteration 6Q: 3 clusters Score -404878.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -404985.562500 Penalty: 2641.598633
	Iteration 7Q: 3 clusters Score -404985.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -405028.031250 Penalty: 2641.598633
	Iteration 8Q: 3 clusters Score -405028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -405054.781250 Penalty: 2641.598633
	Iteration 9Q: 3 clusters Score -405054.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -405073.375000 Penalty: 2641.598633
	Iteration 10Q: 3 clusters Score -405073.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -405095.000000 Penalty: 2641.598633
	Iteration 11Q: 3 clusters Score -405095 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -405126.531250 Penalty: 2641.598633
	Iteration 12Q: 3 clusters Score -405126.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -405161.562500 Penalty: 2641.598633
	Iteration 13Q: 3 clusters Score -405161.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -405193.437500 Penalty: 2641.598633
	Iteration 14Q: 3 clusters Score -405193.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -405216.656250 Penalty: 2641.598633
	Iteration 15Q: 3 clusters Score -405216.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -405251.437500 Penalty: 2641.598633
	Iteration 16Q: 3 clusters Score -405251.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -405274.468750 Penalty: 2641.598633
	Iteration 17Q: 3 clusters Score -405274.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -405287.687500 Penalty: 2641.598633
	Iteration 18Q: 3 clusters Score -405287.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -405293.937500 Penalty: 2641.598633
	Iteration 19Q: 3 clusters Score -405293.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -405296.031250 Penalty: 2641.598633
	Iteration 20F: 3 clusters Score -405296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -405299.218750 Penalty: 2641.598633
	Iteration 21Q: 3 clusters Score -405299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -405301.281250 Penalty: 2641.598633
	Iteration 22Q: 3 clusters Score -405301.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -405302.312500 Penalty: 2641.598633
	Iteration 23Q: 3 clusters Score -405302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -405302.750000 Penalty: 2641.598633
	Iteration 24Q: 3 clusters Score -405302.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -405302.406250 Penalty: 2641.598633
	Iteration 25Q: 3 clusters Score -405302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -405302.406250 Penalty: 2641.598633
	Iteration 26F: 3 clusters Score -405302.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Entering Unmasked Estep 
Score: -175479.359375 Penalty: 1189.693115
	Iteration 0F: 2 clusters Score -175479.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -173765.046875 Penalty: 2379.386230
	Iteration 0F: 3 clusters Score -173765 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -174138.296875 Penalty: 2379.386230
	Iteration 1F: 3 clusters Score -174138.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -174241.000000 Penalty: 2379.386230
	Iteration 2F: 3 clusters Score -174241 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -174305.140625 Penalty: 2379.386230
	Iteration 3Q: 3 clusters Score -174305.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -174356.546875 Penalty: 2379.386230
	Iteration 4Q: 3 clusters Score -174356.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -174391.812500 Penalty: 2379.386230
	Iteration 5Q: 3 clusters Score -174391.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -174419.484375 Penalty: 2379.386230
	Iteration 6Q: 3 clusters Score -174419.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -174435.328125 Penalty: 2379.386230
	Iteration 7Q: 3 clusters Score -174435.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -174452.437500 Penalty: 2379.386230
	Iteration 8Q: 3 clusters Score -174452.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -174470.015625 Penalty: 2379.386230
	Iteration 9Q: 3 clusters Score -174470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -174487.703125 Penalty: 2379.386230
	Iteration 10Q: 3 clusters Score -174487.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -174498.078125 Penalty: 2379.386230
	Iteration 11Q: 3 clusters Score -174498.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -174513.796875 Penalty: 2379.386230
	Iteration 12Q: 3 clusters Score -174513.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -174523.046875 Penalty: 2379.386230
	Iteration 13Q: 3 clusters Score -174523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -174526.625000 Penalty: 2379.386230
	Iteration 14Q: 3 clusters Score -174526.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -174529.156250 Penalty: 2379.386230
	Iteration 15Q: 3 clusters Score -174529.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -174532.687500 Penalty: 2379.386230
	Iteration 16Q: 3 clusters Score -174532.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -174537.281250 Penalty: 2379.386230
	Iteration 17Q: 3 clusters Score -174537.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -174542.531250 Penalty: 2379.386230
	Iteration 18Q: 3 clusters Score -174542.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -174548.125000 Penalty: 2379.386230
	Iteration 19Q: 3 clusters Score -174548.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -174555.250000 Penalty: 2379.386230
	Iteration 20F: 3 clusters Score -174555.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -174564.687500 Penalty: 2379.386230
	Iteration 21Q: 3 clusters Score -174564.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -174579.515625 Penalty: 2379.386230
	Iteration 22Q: 3 clusters Score -174579.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -174593.203125 Penalty: 2379.386230
	Iteration 23Q: 3 clusters Score -174593.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -174606.968750 Penalty: 2379.386230
	Iteration 24Q: 3 clusters Score -174607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -174625.765625 Penalty: 2379.386230
	Iteration 25Q: 3 clusters Score -174625.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -174642.437500 Penalty: 2379.386230
	Iteration 26Q: 3 clusters Score -174642.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -174658.015625 Penalty: 2379.386230
	Iteration 27Q: 3 clusters Score -174658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -174667.781250 Penalty: 2379.386230
	Iteration 28Q: 3 clusters Score -174667.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -174676.656250 Penalty: 2379.386230
	Iteration 29Q: 3 clusters Score -174676.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -174681.625000 Penalty: 2379.386230
	Iteration 30Q: 3 clusters Score -174681.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -174685.578125 Penalty: 2379.386230
	Iteration 31Q: 3 clusters Score -174685.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -174692.468750 Penalty: 2379.386230
	Iteration 32Q: 3 clusters Score -174692.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -174700.734375 Penalty: 2379.386230
	Iteration 33Q: 3 clusters Score -174700.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -174706.953125 Penalty: 2379.386230
	Iteration 34Q: 3 clusters Score -174707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -174712.828125 Penalty: 2379.386230
	Iteration 35Q: 3 clusters Score -174712.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174716.078125 Penalty: 2379.386230
	Iteration 36Q: 3 clusters Score -174716.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -174719.734375 Penalty: 2379.386230
	Iteration 37Q: 3 clusters Score -174719.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -174723.500000 Penalty: 2379.386230
	Iteration 38Q: 3 clusters Score -174723.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -174724.593750 Penalty: 2379.386230
	Iteration 39Q: 3 clusters Score -174724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -174725.343750 Penalty: 2379.386230
	Iteration 40F: 3 clusters Score -174725.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56243 members 
Mstep: Class 4 contains 5590 members 
Mstep: Class 5 contains 8058 members 
Mstep: Class 6 contains 27822 members 
Mstep: Class 7 contains 14831 members 
Mstep: Class 8 contains 31001 members 
Mstep: Class 9 contains 19531 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 17730 members 
Mstep: Class 12 contains 2288 members 
Mstep: Class 13 contains 14600 members 
Mstep: Class 14 contains 9853 members 
Mstep: Class 15 contains 1927 members 
Mstep: Class 16 contains 1090 members 
Mstep: Class 17 contains 9305 members 
Mstep: Class 18 contains 19868 members 
Mstep: Class 19 contains 1635 members 
Mstep: Class 20 contains 4989 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 28349 members 
Mstep: Class 23 contains 4744 members 
Mstep: Class 24 contains 20165 members 
Mstep: Class 25 contains 2022 members 
Mstep: Class 26 contains 74000 members 
Mstep: Class 27 contains 1068 members 
Mstep: Class 28 contains 3388 members 
Mstep: Class 29 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243368.000000 Penalty: 69198.960938
Iteration 79Q: 34 clusters Score -4.824337e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4431 members 
Mstep: Class 3 contains 56256 members 
Mstep: Class 4 contains 5681 members 
Mstep: Class 5 contains 8217 members 
Mstep: Class 6 contains 27803 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 31014 members 
Mstep: Class 9 contains 19492 members 
Mstep: Class 10 contains 5505 members 
Mstep: Class 11 contains 17739 members 
Mstep: Class 12 contains 2298 members 
Mstep: Class 13 contains 14570 members 
Mstep: Class 14 contains 9856 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 1209 members 
Mstep: Class 17 contains 9296 members 
Mstep: Class 18 contains 19871 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 4978 members 
Mstep: Class 21 contains 1183 members 
Mstep: Class 22 contains 28348 members 
Mstep: Class 23 contains 4745 members 
Mstep: Class 24 contains 20113 members 
Mstep: Class 25 contains 2091 members 
Mstep: Class 26 contains 74008 members 
Mstep: Class 27 contains 1069 members 
Mstep: Class 28 contains 3361 members 
Mstep: Class 29 contains 1518 members 
Mstep: Class 30 contains 1914 members 
Mstep: Class 31 contains 1939 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 2964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244364.000000 Penalty: 69198.960938
Iteration 80F: 34 clusters Score -4.824436e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 56249 members 
Mstep: Class 4 contains 5709 members 
Mstep: Class 5 contains 8275 members 
Mstep: Class 6 contains 27776 members 
Mstep: Class 7 contains 14775 members 
Mstep: Class 8 contains 31028 members 
Mstep: Class 9 contains 19424 members 
Mstep: Class 10 contains 5512 members 
Mstep: Class 11 contains 17725 members 
Mstep: Class 12 contains 2293 members 
Mstep: Class 13 contains 14521 members 
Mstep: Class 14 contains 9857 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 16 contains 1258 members 
Mstep: Class 17 contains 9286 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 20 contains 4966 members 
Mstep: Class 21 contains 1156 members 
Mstep: Class 22 contains 28346 members 
Mstep: Class 23 contains 4751 members 
Mstep: Class 24 contains 20083 members 
Mstep: Class 25 contains 2104 members 
Mstep: Class 26 contains 73934 members 
Mstep: Class 27 contains 1053 members 
Mstep: Class 28 contains 3340 members 
Mstep: Class 29 contains 1521 members 
Mstep: Class 30 contains 1937 members 
Mstep: Class 31 contains 1959 members 
Mstep: Class 32 contains 1321 members 
Mstep: Class 33 contains 3178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244892.000000 Penalty: 69198.960938
Iteration 81Q: 34 clusters Score -4.824489e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 56250 members 
Mstep: Class 4 contains 5726 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 6 contains 27753 members 
Mstep: Class 7 contains 14730 members 
Mstep: Class 8 contains 31039 members 
Mstep: Class 9 contains 19369 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 17719 members 
Mstep: Class 12 contains 2294 members 
Mstep: Class 13 contains 14475 members 
Mstep: Class 14 contains 9862 members 
Mstep: Class 15 contains 1933 members 
Mstep: Class 16 contains 1299 members 
Mstep: Class 17 contains 9272 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 4958 members 
Mstep: Class 21 contains 1156 members 
Mstep: Class 22 contains 28347 members 
Mstep: Class 23 contains 4758 members 
Mstep: Class 24 contains 20066 members 
Mstep: Class 25 contains 2116 members 
Mstep: Class 26 contains 73896 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 3315 members 
Mstep: Class 29 contains 1523 members 
Mstep: Class 30 contains 1938 members 
Mstep: Class 31 contains 1967 members 
Mstep: Class 32 contains 1312 members 
Mstep: Class 33 contains 3307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245156.000000 Penalty: 69198.960938
Iteration 82Q: 34 clusters Score -4.824516e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 56264 members 
Mstep: Class 4 contains 5740 members 
Mstep: Class 5 contains 8318 members 
Mstep: Class 6 contains 27726 members 
Mstep: Class 7 contains 14692 members 
Mstep: Class 8 contains 31055 members 
Mstep: Class 9 contains 19316 members 
Mstep: Class 10 contains 5519 members 
Mstep: Class 11 contains 17713 members 
Mstep: Class 12 contains 2293 members 
Mstep: Class 13 contains 14437 members 
Mstep: Class 14 contains 9868 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 9260 members 
Mstep: Class 18 contains 19870 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 4954 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 28355 members 
Mstep: Class 23 contains 4763 members 
Mstep: Class 24 contains 20054 members 
Mstep: Class 25 contains 2124 members 
Mstep: Class 26 contains 73855 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 3300 members 
Mstep: Class 29 contains 1536 members 
Mstep: Class 30 contains 1931 members 
Mstep: Class 31 contains 1970 members 
Mstep: Class 32 contains 1311 members 
Mstep: Class 33 contains 3399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245164.000000 Penalty: 69198.960938
Iteration 83Q: 34 clusters Score -4.824516e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 56278 members 
Mstep: Class 4 contains 5747 members 
Mstep: Class 5 contains 8323 members 
Mstep: Class 6 contains 27712 members 
Mstep: Class 7 contains 14668 members 
Mstep: Class 8 contains 31064 members 
Mstep: Class 9 contains 19270 members 
Mstep: Class 10 contains 5517 members 
Mstep: Class 11 contains 17709 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 14409 members 
Mstep: Class 14 contains 9875 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 1345 members 
Mstep: Class 17 contains 9254 members 
Mstep: Class 18 contains 19866 members 
Mstep: Class 19 contains 1644 members 
Mstep: Class 20 contains 4952 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 28367 members 
Mstep: Class 23 contains 4766 members 
Mstep: Class 24 contains 20047 members 
Mstep: Class 25 contains 2127 members 
Mstep: Class 26 contains 73829 members 
Mstep: Class 27 contains 1045 members 
Mstep: Class 28 contains 3287 members 
Mstep: Class 29 contains 1543 members 
Mstep: Class 30 contains 1922 members 
Mstep: Class 31 contains 1971 members 
Mstep: Class 32 contains 1308 members 
Mstep: Class 33 contains 3457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245168.000000 Penalty: 69198.960938
Iteration 84Q: 34 clusters Score -4.824517e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56287 members 
Mstep: Class 4 contains 5753 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 27705 members 
Mstep: Class 7 contains 14642 members 
Mstep: Class 8 contains 31069 members 
Mstep: Class 9 contains 19227 members 
Mstep: Class 10 contains 5515 members 
Mstep: Class 11 contains 17705 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 14376 members 
Mstep: Class 14 contains 9882 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 1357 members 
Mstep: Class 17 contains 9248 members 
Mstep: Class 18 contains 19870 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 4952 members 
Mstep: Class 21 contains 1170 members 
Mstep: Class 22 contains 28378 members 
Mstep: Class 23 contains 4767 members 
Mstep: Class 24 contains 20047 members 
Mstep: Class 25 contains 2125 members 
Mstep: Class 26 contains 73805 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 3282 members 
Mstep: Class 29 contains 1556 members 
Mstep: Class 30 contains 1917 members 
Mstep: Class 31 contains 1971 members 
Mstep: Class 32 contains 1307 members 
Mstep: Class 33 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245300.000000 Penalty: 69198.960938
Iteration 85Q: 34 clusters Score -4.82453e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 56291 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 27689 members 
Mstep: Class 7 contains 14624 members 
Mstep: Class 8 contains 31079 members 
Mstep: Class 9 contains 19192 members 
Mstep: Class 10 contains 5515 members 
Mstep: Class 11 contains 17697 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 9887 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 1359 members 
Mstep: Class 17 contains 9246 members 
Mstep: Class 18 contains 19869 members 
Mstep: Class 19 contains 1710 members 
Mstep: Class 20 contains 4952 members 
Mstep: Class 21 contains 1171 members 
Mstep: Class 22 contains 28381 members 
Mstep: Class 23 contains 4768 members 
Mstep: Class 24 contains 20046 members 
Mstep: Class 25 contains 2126 members 
Mstep: Class 26 contains 73801 members 
Mstep: Class 27 contains 1044 members 
Mstep: Class 28 contains 3278 members 
Mstep: Class 29 contains 1564 members 
Mstep: Class 30 contains 1916 members 
Mstep: Class 31 contains 1971 members 
Mstep: Class 32 contains 1305 members 
Mstep: Class 33 contains 3541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245432.000000 Penalty: 69198.960938
Iteration 86Q: 34 clusters Score -4.824543e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56292 members 
Mstep: Class 4 contains 5763 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 27681 members 
Mstep: Class 7 contains 14618 members 
Mstep: Class 8 contains 31083 members 
Mstep: Class 9 contains 19153 members 
Mstep: Class 10 contains 5516 members 
Mstep: Class 11 contains 17696 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 14347 members 
Mstep: Class 14 contains 9895 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 1360 members 
Mstep: Class 17 contains 9250 members 
Mstep: Class 18 contains 19868 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 20 contains 4951 members 
Mstep: Class 21 contains 1173 members 
Mstep: Class 22 contains 28388 members 
Mstep: Class 23 contains 4771 members 
Mstep: Class 24 contains 20045 members 
Mstep: Class 25 contains 2118 members 
Mstep: Class 26 contains 73786 members 
Mstep: Class 27 contains 1043 members 
Mstep: Class 28 contains 3276 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 1972 members 
Mstep: Class 32 contains 1304 members 
Mstep: Class 33 contains 3566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245384.000000 Penalty: 69198.960938
Iteration 87Q: 34 clusters Score -4.824538e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56293 members 
Mstep: Class 4 contains 5762 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 27676 members 
Mstep: Class 7 contains 14614 members 
Mstep: Class 8 contains 31085 members 
Mstep: Class 9 contains 19124 members 
Mstep: Class 10 contains 5517 members 
Mstep: Class 11 contains 17698 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 14315 members 
Mstep: Class 14 contains 9902 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 16 contains 1365 members 
Mstep: Class 17 contains 9249 members 
Mstep: Class 18 contains 19868 members 
Mstep: Class 19 contains 1771 members 
Mstep: Class 20 contains 4951 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 28393 members 
Mstep: Class 23 contains 4775 members 
Mstep: Class 24 contains 20044 members 
Mstep: Class 25 contains 2117 members 
Mstep: Class 26 contains 73782 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3271 members 
Mstep: Class 29 contains 1574 members 
Mstep: Class 30 contains 1911 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245460.000000 Penalty: 69198.960938
Iteration 88Q: 34 clusters Score -4.824546e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56291 members 
Mstep: Class 4 contains 5761 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 27672 members 
Mstep: Class 7 contains 14611 members 
Mstep: Class 8 contains 31085 members 
Mstep: Class 9 contains 19114 members 
Mstep: Class 10 contains 5518 members 
Mstep: Class 11 contains 17700 members 
Mstep: Class 12 contains 2285 members 
Mstep: Class 13 contains 14295 members 
Mstep: Class 14 contains 9906 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 1369 members 
Mstep: Class 17 contains 9254 members 
Mstep: Class 18 contains 19857 members 
Mstep: Class 19 contains 1785 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 28402 members 
Mstep: Class 23 contains 4784 members 
Mstep: Class 24 contains 20044 members 
Mstep: Class 25 contains 2115 members 
Mstep: Class 26 contains 73780 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3267 members 
Mstep: Class 29 contains 1570 members 
Mstep: Class 30 contains 1907 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245576.000000 Penalty: 69198.960938
Iteration 89Q: 34 clusters Score -4.824558e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56301 members 
Mstep: Class 4 contains 5759 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 6 contains 27668 members 
Mstep: Class 7 contains 14608 members 
Mstep: Class 8 contains 31084 members 
Mstep: Class 9 contains 19097 members 
Mstep: Class 10 contains 5518 members 
Mstep: Class 11 contains 17697 members 
Mstep: Class 12 contains 2282 members 
Mstep: Class 13 contains 14276 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 9250 members 
Mstep: Class 18 contains 19852 members 
Mstep: Class 19 contains 1801 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28405 members 
Mstep: Class 23 contains 4789 members 
Mstep: Class 24 contains 20044 members 
Mstep: Class 25 contains 2116 members 
Mstep: Class 26 contains 73783 members 
Mstep: Class 27 contains 1042 members 
Mstep: Class 28 contains 3266 members 
Mstep: Class 29 contains 1570 members 
Mstep: Class 30 contains 1909 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245584.000000 Penalty: 69198.960938
Iteration 90Q: 34 clusters Score -4.824558e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4431 members 
Mstep: Class 3 contains 56313 members 
Mstep: Class 4 contains 5759 members 
Mstep: Class 5 contains 8334 members 
Mstep: Class 6 contains 27657 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 31093 members 
Mstep: Class 9 contains 19073 members 
Mstep: Class 10 contains 5520 members 
Mstep: Class 11 contains 17698 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 14265 members 
Mstep: Class 14 contains 9909 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 1374 members 
Mstep: Class 17 contains 9243 members 
Mstep: Class 18 contains 19850 members 
Mstep: Class 19 contains 1819 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28408 members 
Mstep: Class 23 contains 4795 members 
Mstep: Class 24 contains 20040 members 
Mstep: Class 25 contains 2116 members 
Mstep: Class 26 contains 73785 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3264 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245616.000000 Penalty: 69198.960938
Iteration 91Q: 34 clusters Score -4.824562e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4434 members 
Mstep: Class 3 contains 56325 members 
Mstep: Class 4 contains 5758 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 27647 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 31110 members 
Mstep: Class 9 contains 19051 members 
Mstep: Class 10 contains 5520 members 
Mstep: Class 11 contains 17698 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 14246 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 9236 members 
Mstep: Class 18 contains 19845 members 
Mstep: Class 19 contains 1831 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28415 members 
Mstep: Class 23 contains 4802 members 
Mstep: Class 24 contains 20037 members 
Mstep: Class 25 contains 2106 members 
Mstep: Class 26 contains 73791 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3262 members 
Mstep: Class 29 contains 1572 members 
Mstep: Class 30 contains 1908 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245636.000000 Penalty: 69198.960938
Iteration 92Q: 34 clusters Score -4.824564e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4434 members 
Mstep: Class 3 contains 56331 members 
Mstep: Class 4 contains 5757 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 27639 members 
Mstep: Class 7 contains 14605 members 
Mstep: Class 8 contains 31123 members 
Mstep: Class 9 contains 19033 members 
Mstep: Class 10 contains 5521 members 
Mstep: Class 11 contains 17698 members 
Mstep: Class 12 contains 2276 members 
Mstep: Class 13 contains 14233 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 1375 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 19839 members 
Mstep: Class 19 contains 1845 members 
Mstep: Class 20 contains 4952 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28421 members 
Mstep: Class 23 contains 4810 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 2099 members 
Mstep: Class 26 contains 73795 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3261 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 1906 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245648.000000 Penalty: 69198.960938
Iteration 93Q: 34 clusters Score -4.824565e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 56330 members 
Mstep: Class 4 contains 5753 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 27628 members 
Mstep: Class 7 contains 14602 members 
Mstep: Class 8 contains 31130 members 
Mstep: Class 9 contains 19023 members 
Mstep: Class 10 contains 5521 members 
Mstep: Class 11 contains 17697 members 
Mstep: Class 12 contains 2273 members 
Mstep: Class 13 contains 14220 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 1955 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9233 members 
Mstep: Class 18 contains 19835 members 
Mstep: Class 19 contains 1856 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28431 members 
Mstep: Class 23 contains 4816 members 
Mstep: Class 24 contains 20033 members 
Mstep: Class 25 contains 2106 members 
Mstep: Class 26 contains 73797 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3260 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 1903 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245720.000000 Penalty: 69198.960938
Iteration 94Q: 34 clusters Score -4.824572e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4435 members 
Mstep: Class 3 contains 56329 members 
Mstep: Class 4 contains 5744 members 
Mstep: Class 5 contains 8324 members 
Mstep: Class 6 contains 27623 members 
Mstep: Class 7 contains 14599 members 
Mstep: Class 8 contains 31138 members 
Mstep: Class 9 contains 19015 members 
Mstep: Class 10 contains 5522 members 
Mstep: Class 11 contains 17696 members 
Mstep: Class 12 contains 2270 members 
Mstep: Class 13 contains 14210 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 1954 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9235 members 
Mstep: Class 18 contains 19830 members 
Mstep: Class 19 contains 1866 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28437 members 
Mstep: Class 23 contains 4820 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 2112 members 
Mstep: Class 26 contains 73793 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3260 members 
Mstep: Class 29 contains 1576 members 
Mstep: Class 30 contains 1902 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245740.000000 Penalty: 69198.960938
Iteration 95Q: 34 clusters Score -4.824574e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 56337 members 
Mstep: Class 4 contains 5740 members 
Mstep: Class 5 contains 8327 members 
Mstep: Class 6 contains 27619 members 
Mstep: Class 7 contains 14594 members 
Mstep: Class 8 contains 31140 members 
Mstep: Class 9 contains 19010 members 
Mstep: Class 10 contains 5522 members 
Mstep: Class 11 contains 17690 members 
Mstep: Class 12 contains 2267 members 
Mstep: Class 13 contains 14192 members 
Mstep: Class 14 contains 9908 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9233 members 
Mstep: Class 18 contains 19829 members 
Mstep: Class 19 contains 1875 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28441 members 
Mstep: Class 23 contains 4825 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 2130 members 
Mstep: Class 26 contains 73792 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3260 members 
Mstep: Class 29 contains 1577 members 
Mstep: Class 30 contains 1900 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245752.000000 Penalty: 69198.960938
Iteration 96Q: 34 clusters Score -4.824575e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 56335 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 8332 members 
Mstep: Class 6 contains 27612 members 
Mstep: Class 7 contains 14588 members 
Mstep: Class 8 contains 31144 members 
Mstep: Class 9 contains 19013 members 
Mstep: Class 10 contains 5523 members 
Mstep: Class 11 contains 17683 members 
Mstep: Class 12 contains 2266 members 
Mstep: Class 13 contains 14179 members 
Mstep: Class 14 contains 9910 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 19826 members 
Mstep: Class 19 contains 1878 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28444 members 
Mstep: Class 23 contains 4834 members 
Mstep: Class 24 contains 20033 members 
Mstep: Class 25 contains 2135 members 
Mstep: Class 26 contains 73789 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3260 members 
Mstep: Class 29 contains 1575 members 
Mstep: Class 30 contains 1899 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245804.000000 Penalty: 69198.960938
Iteration 97Q: 34 clusters Score -4.82458e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 56339 members 
Mstep: Class 4 contains 5740 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 27608 members 
Mstep: Class 7 contains 14580 members 
Mstep: Class 8 contains 31150 members 
Mstep: Class 9 contains 19014 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 17684 members 
Mstep: Class 12 contains 2264 members 
Mstep: Class 13 contains 14166 members 
Mstep: Class 14 contains 9912 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9238 members 
Mstep: Class 18 contains 19825 members 
Mstep: Class 19 contains 1880 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28446 members 
Mstep: Class 23 contains 4836 members 
Mstep: Class 24 contains 20035 members 
Mstep: Class 25 contains 2144 members 
Mstep: Class 26 contains 73786 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3261 members 
Mstep: Class 29 contains 1571 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245700.000000 Penalty: 69198.960938
Iteration 98Q: 34 clusters Score -4.82457e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 56335 members 
Mstep: Class 4 contains 5739 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 27600 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31156 members 
Mstep: Class 9 contains 19015 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 17683 members 
Mstep: Class 12 contains 2263 members 
Mstep: Class 13 contains 14164 members 
Mstep: Class 14 contains 9913 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9232 members 
Mstep: Class 18 contains 19823 members 
Mstep: Class 19 contains 1881 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28452 members 
Mstep: Class 23 contains 4841 members 
Mstep: Class 24 contains 20037 members 
Mstep: Class 25 contains 2149 members 
Mstep: Class 26 contains 73788 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3261 members 
Mstep: Class 29 contains 1570 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245824.000000 Penalty: 69198.960938
Iteration 99Q: 34 clusters Score -4.824582e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 56333 members 
Mstep: Class 4 contains 5738 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 27592 members 
Mstep: Class 7 contains 14576 members 
Mstep: Class 8 contains 31161 members 
Mstep: Class 9 contains 19018 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 17683 members 
Mstep: Class 12 contains 2259 members 
Mstep: Class 13 contains 14160 members 
Mstep: Class 14 contains 9914 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9234 members 
Mstep: Class 18 contains 19822 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28454 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 20037 members 
Mstep: Class 25 contains 2153 members 
Mstep: Class 26 contains 73787 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3261 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245840.000000 Penalty: 69198.960938
Iteration 100F: 34 clusters Score -4.824584e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 56335 members 
Mstep: Class 4 contains 5736 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 27590 members 
Mstep: Class 7 contains 14575 members 
Mstep: Class 8 contains 31165 members 
Mstep: Class 9 contains 19017 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 17684 members 
Mstep: Class 12 contains 2256 members 
Mstep: Class 13 contains 14151 members 
Mstep: Class 14 contains 9914 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9233 members 
Mstep: Class 18 contains 19819 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4852 members 
Mstep: Class 24 contains 20037 members 
Mstep: Class 25 contains 2158 members 
Mstep: Class 26 contains 73789 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3262 members 
Mstep: Class 29 contains 1565 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245828.000000 Penalty: 69198.960938
Iteration 101Q: 34 clusters Score -4.824583e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 56339 members 
Mstep: Class 4 contains 5735 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 6 contains 27583 members 
Mstep: Class 7 contains 14575 members 
Mstep: Class 8 contains 31170 members 
Mstep: Class 9 contains 19018 members 
Mstep: Class 10 contains 5525 members 
Mstep: Class 11 contains 17684 members 
Mstep: Class 12 contains 2254 members 
Mstep: Class 13 contains 14144 members 
Mstep: Class 14 contains 9915 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9228 members 
Mstep: Class 18 contains 19817 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4857 members 
Mstep: Class 24 contains 20037 members 
Mstep: Class 25 contains 2156 members 
Mstep: Class 26 contains 73790 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1566 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245856.000000 Penalty: 69198.960938
Iteration 102Q: 34 clusters Score -4.824586e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 56337 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 27575 members 
Mstep: Class 7 contains 14575 members 
Mstep: Class 8 contains 31183 members 
Mstep: Class 9 contains 19019 members 
Mstep: Class 10 contains 5527 members 
Mstep: Class 11 contains 17681 members 
Mstep: Class 12 contains 2253 members 
Mstep: Class 13 contains 14140 members 
Mstep: Class 14 contains 9917 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9224 members 
Mstep: Class 18 contains 19809 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28455 members 
Mstep: Class 23 contains 4864 members 
Mstep: Class 24 contains 20038 members 
Mstep: Class 25 contains 2156 members 
Mstep: Class 26 contains 73789 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1567 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245912.000000 Penalty: 69198.960938
Iteration 103Q: 34 clusters Score -4.824591e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 56344 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 27562 members 
Mstep: Class 7 contains 14574 members 
Mstep: Class 8 contains 31188 members 
Mstep: Class 9 contains 19021 members 
Mstep: Class 10 contains 5528 members 
Mstep: Class 11 contains 17680 members 
Mstep: Class 12 contains 2253 members 
Mstep: Class 13 contains 14140 members 
Mstep: Class 14 contains 9917 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9221 members 
Mstep: Class 18 contains 19808 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28454 members 
Mstep: Class 23 contains 4867 members 
Mstep: Class 24 contains 20038 members 
Mstep: Class 25 contains 2157 members 
Mstep: Class 26 contains 73790 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245936.000000 Penalty: 69198.960938
Iteration 104Q: 34 clusters Score -4.824594e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4433 members 
Mstep: Class 3 contains 56344 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 6 contains 27550 members 
Mstep: Class 7 contains 14576 members 
Mstep: Class 8 contains 31194 members 
Mstep: Class 9 contains 19024 members 
Mstep: Class 10 contains 5530 members 
Mstep: Class 11 contains 17679 members 
Mstep: Class 12 contains 2253 members 
Mstep: Class 13 contains 14139 members 
Mstep: Class 14 contains 9918 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9220 members 
Mstep: Class 18 contains 19806 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28455 members 
Mstep: Class 23 contains 4871 members 
Mstep: Class 24 contains 20038 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 73791 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245916.000000 Penalty: 69198.960938
Iteration 105Q: 34 clusters Score -4.824592e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4432 members 
Mstep: Class 3 contains 56347 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 8327 members 
Mstep: Class 6 contains 27540 members 
Mstep: Class 7 contains 14576 members 
Mstep: Class 8 contains 31199 members 
Mstep: Class 9 contains 19024 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 2253 members 
Mstep: Class 13 contains 14140 members 
Mstep: Class 14 contains 9920 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9218 members 
Mstep: Class 18 contains 19810 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28454 members 
Mstep: Class 23 contains 4870 members 
Mstep: Class 24 contains 20038 members 
Mstep: Class 25 contains 2151 members 
Mstep: Class 26 contains 73791 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245960.000000 Penalty: 69198.960938
Iteration 106Q: 34 clusters Score -4.824596e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4431 members 
Mstep: Class 3 contains 56349 members 
Mstep: Class 4 contains 5734 members 
Mstep: Class 5 contains 8327 members 
Mstep: Class 6 contains 27530 members 
Mstep: Class 7 contains 14574 members 
Mstep: Class 8 contains 31208 members 
Mstep: Class 9 contains 19024 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 17677 members 
Mstep: Class 12 contains 2253 members 
Mstep: Class 13 contains 14146 members 
Mstep: Class 14 contains 9921 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9218 members 
Mstep: Class 18 contains 19810 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28454 members 
Mstep: Class 23 contains 4870 members 
Mstep: Class 24 contains 20036 members 
Mstep: Class 25 contains 2150 members 
Mstep: Class 26 contains 73788 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245984.000000 Penalty: 69198.960938
Iteration 107Q: 34 clusters Score -4.824598e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56350 members 
Mstep: Class 4 contains 5731 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 6 contains 27525 members 
Mstep: Class 7 contains 14574 members 
Mstep: Class 8 contains 31211 members 
Mstep: Class 9 contains 19023 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 17676 members 
Mstep: Class 12 contains 2252 members 
Mstep: Class 13 contains 14148 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9216 members 
Mstep: Class 18 contains 19810 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4873 members 
Mstep: Class 24 contains 20036 members 
Mstep: Class 25 contains 2154 members 
Mstep: Class 26 contains 73789 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245992.000000 Penalty: 69198.960938
Iteration 108Q: 34 clusters Score -4.824599e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 56349 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 6 contains 27521 members 
Mstep: Class 7 contains 14574 members 
Mstep: Class 8 contains 31217 members 
Mstep: Class 9 contains 19019 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 17676 members 
Mstep: Class 12 contains 2252 members 
Mstep: Class 13 contains 14147 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9214 members 
Mstep: Class 18 contains 19807 members 
Mstep: Class 19 contains 1883 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4878 members 
Mstep: Class 24 contains 20036 members 
Mstep: Class 25 contains 2154 members 
Mstep: Class 26 contains 73793 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246064.000000 Penalty: 69198.960938
Iteration 109Q: 34 clusters Score -4.824606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56350 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 6 contains 27516 members 
Mstep: Class 7 contains 14573 members 
Mstep: Class 8 contains 31221 members 
Mstep: Class 9 contains 19018 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 17676 members 
Mstep: Class 12 contains 2252 members 
Mstep: Class 13 contains 14146 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9210 members 
Mstep: Class 18 contains 19808 members 
Mstep: Class 19 contains 1885 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28452 members 
Mstep: Class 23 contains 4880 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 2155 members 
Mstep: Class 26 contains 73796 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246044.000000 Penalty: 69198.960938
Iteration 110Q: 34 clusters Score -4.824604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56350 members 
Mstep: Class 4 contains 5730 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 6 contains 27509 members 
Mstep: Class 7 contains 14571 members 
Mstep: Class 8 contains 31227 members 
Mstep: Class 9 contains 19016 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 17676 members 
Mstep: Class 12 contains 2252 members 
Mstep: Class 13 contains 14144 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9210 members 
Mstep: Class 18 contains 19808 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28451 members 
Mstep: Class 23 contains 4881 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 2156 members 
Mstep: Class 26 contains 73798 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1570 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246068.000000 Penalty: 69198.960938
Iteration 111Q: 34 clusters Score -4.824607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56351 members 
Mstep: Class 4 contains 5728 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 6 contains 27503 members 
Mstep: Class 7 contains 14571 members 
Mstep: Class 8 contains 31231 members 
Mstep: Class 9 contains 19017 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 17677 members 
Mstep: Class 12 contains 2251 members 
Mstep: Class 13 contains 14141 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9211 members 
Mstep: Class 18 contains 19807 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28452 members 
Mstep: Class 23 contains 4885 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 2158 members 
Mstep: Class 26 contains 73797 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1569 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246060.000000 Penalty: 69198.960938
Iteration 112Q: 34 clusters Score -4.824606e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56353 members 
Mstep: Class 4 contains 5725 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 6 contains 27498 members 
Mstep: Class 7 contains 14571 members 
Mstep: Class 8 contains 31234 members 
Mstep: Class 9 contains 19019 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 17676 members 
Mstep: Class 12 contains 2251 members 
Mstep: Class 13 contains 14136 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9211 members 
Mstep: Class 18 contains 19803 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4891 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 2161 members 
Mstep: Class 26 contains 73799 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1568 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246052.000000 Penalty: 69198.960938
Iteration 113Q: 34 clusters Score -4.824605e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4430 members 
Mstep: Class 3 contains 56354 members 
Mstep: Class 4 contains 5723 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 6 contains 27493 members 
Mstep: Class 7 contains 14571 members 
Mstep: Class 8 contains 31239 members 
Mstep: Class 9 contains 19019 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 2250 members 
Mstep: Class 13 contains 14133 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9211 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4898 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73801 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1563 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246096.000000 Penalty: 69198.960938
Iteration 114Q: 34 clusters Score -4.82461e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 56355 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 27486 members 
Mstep: Class 7 contains 14570 members 
Mstep: Class 8 contains 31241 members 
Mstep: Class 9 contains 19019 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 2250 members 
Mstep: Class 13 contains 14134 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9212 members 
Mstep: Class 18 contains 19801 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4904 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73799 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246028.000000 Penalty: 69198.960938
Iteration 115Q: 34 clusters Score -4.824603e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 56357 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 27483 members 
Mstep: Class 7 contains 14569 members 
Mstep: Class 8 contains 31241 members 
Mstep: Class 9 contains 19020 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 2249 members 
Mstep: Class 13 contains 14133 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9211 members 
Mstep: Class 18 contains 19802 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4905 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73801 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1559 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246052.000000 Penalty: 69198.960938
Iteration 116Q: 34 clusters Score -4.824605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 56359 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 27480 members 
Mstep: Class 7 contains 14569 members 
Mstep: Class 8 contains 31246 members 
Mstep: Class 9 contains 19019 members 
Mstep: Class 10 contains 5529 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 2248 members 
Mstep: Class 13 contains 14132 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9210 members 
Mstep: Class 18 contains 19801 members 
Mstep: Class 19 contains 1888 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4908 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73801 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1559 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246024.000000 Penalty: 69198.960938
Iteration 117Q: 34 clusters Score -4.824602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 56359 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 27479 members 
Mstep: Class 7 contains 14569 members 
Mstep: Class 8 contains 31248 members 
Mstep: Class 9 contains 19017 members 
Mstep: Class 10 contains 5530 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 14130 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9207 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73807 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246052.000000 Penalty: 69198.960938
Iteration 118Q: 34 clusters Score -4.824605e+07 nChanged 11
Entering ConstructFrom: 
Score: -48246052.000000 Penalty: 69198.960938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -102284.929688 Penalty: 1095.334473
	Iteration 0F: 2 clusters Score -102284.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -100964.242188 Penalty: 2190.668945
	Iteration 0F: 3 clusters Score -100964.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101170.062500 Penalty: 2190.668945
	Iteration 1F: 3 clusters Score -101170.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -101217.156250 Penalty: 2190.668945
	Iteration 2F: 3 clusters Score -101217.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -101242.382812 Penalty: 2190.668945
	Iteration 3Q: 3 clusters Score -101242.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -101253.296875 Penalty: 2190.668945
	Iteration 4Q: 3 clusters Score -101253.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -101259.007812 Penalty: 2190.668945
	Iteration 5Q: 3 clusters Score -101259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101263.406250 Penalty: 2190.668945
	Iteration 6Q: 3 clusters Score -101263.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101266.429688 Penalty: 2190.668945
	Iteration 7Q: 3 clusters Score -101266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101267.328125 Penalty: 2190.668945
	Iteration 8Q: 3 clusters Score -101267.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -101267.640625 Penalty: 2190.668945
	Iteration 9Q: 3 clusters Score -101267.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101268.359375 Penalty: 2190.668945
	Iteration 10Q: 3 clusters Score -101268.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -101270.289062 Penalty: 2190.668945
	Iteration 11Q: 3 clusters Score -101270.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101275.437500 Penalty: 2190.668945
	Iteration 12Q: 3 clusters Score -101275.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -101277.625000 Penalty: 2190.668945
	Iteration 13Q: 3 clusters Score -101277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101278.726562 Penalty: 2190.668945
	Iteration 14Q: 3 clusters Score -101278.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -101279.273438 Penalty: 2190.668945
	Iteration 15Q: 3 clusters Score -101279.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -101281.234375 Penalty: 2190.668945
	Iteration 16Q: 3 clusters Score -101281.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -101285.585938 Penalty: 2190.668945
	Iteration 17Q: 3 clusters Score -101285.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -101287.601562 Penalty: 2190.668945
	Iteration 18Q: 3 clusters Score -101287.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -101288.390625 Penalty: 2190.668945
	Iteration 19Q: 3 clusters Score -101288.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -101292.570312 Penalty: 2190.668945
	Iteration 20F: 3 clusters Score -101292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101293.250000 Penalty: 2190.668945
	Iteration 21Q: 3 clusters Score -101293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -101294.890625 Penalty: 2190.668945
	Iteration 22Q: 3 clusters Score -101294.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -101295.570312 Penalty: 2190.668945
	Iteration 23Q: 3 clusters Score -101295.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -101296.156250 Penalty: 2190.668945
	Iteration 24Q: 3 clusters Score -101296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -101296.734375 Penalty: 2190.668945
	Iteration 25Q: 3 clusters Score -101296.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -101297.460938 Penalty: 2190.668945
	Iteration 26Q: 3 clusters Score -101297.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -101299.843750 Penalty: 2190.668945
	Iteration 27Q: 3 clusters Score -101299.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -101299.843750 Penalty: 2190.668945
	Iteration 28F: 3 clusters Score -101299.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -536624.437500 Penalty: 1364.338501
	Iteration 0F: 2 clusters Score -536624.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -533062.937500 Penalty: 2728.677002
	Iteration 0F: 3 clusters Score -533062.9 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -533987.937500 Penalty: 2728.677002
	Iteration 1F: 3 clusters Score -533987.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -534158.687500 Penalty: 2728.677002
	Iteration 2F: 3 clusters Score -534158.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -534282.187500 Penalty: 2728.677002
	Iteration 3Q: 3 clusters Score -534282.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -534398.000000 Penalty: 2728.677002
	Iteration 4Q: 3 clusters Score -534398 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -534511.937500 Penalty: 2728.677002
	Iteration 5Q: 3 clusters Score -534511.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -534667.812500 Penalty: 2728.677002
	Iteration 6Q: 3 clusters Score -534667.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -534864.250000 Penalty: 2728.677002
	Iteration 7F: 3 clusters Score -534864.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -535101.500000 Penalty: 2728.677002
	Iteration 8F: 3 clusters Score -535101.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -535344.375000 Penalty: 2728.677002
	Iteration 9F: 3 clusters Score -535344.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -535557.625000 Penalty: 2728.677002
	Iteration 10F: 3 clusters Score -535557.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -535758.937500 Penalty: 2728.677002
	Iteration 11Q: 3 clusters Score -535758.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -535939.187500 Penalty: 2728.677002
	Iteration 12Q: 3 clusters Score -535939.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -536091.875000 Penalty: 2728.677002
	Iteration 13Q: 3 clusters Score -536091.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -536212.937500 Penalty: 2728.677002
	Iteration 14Q: 3 clusters Score -536212.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -536322.312500 Penalty: 2728.677002
	Iteration 15Q: 3 clusters Score -536322.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -536405.812500 Penalty: 2728.677002
	Iteration 16Q: 3 clusters Score -536405.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -536441.062500 Penalty: 2728.677002
	Iteration 17Q: 3 clusters Score -536441.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -536458.750000 Penalty: 2728.677002
	Iteration 18Q: 3 clusters Score -536458.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -536462.562500 Penalty: 2728.677002
	Iteration 19Q: 3 clusters Score -536462.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -536465.250000 Penalty: 2728.677002
	Iteration 20F: 3 clusters Score -536465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -536466.312500 Penalty: 2728.677002
	Iteration 21Q: 3 clusters Score -536466.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -536466.875000 Penalty: 2728.677002
	Iteration 22Q: 3 clusters Score -536466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -536467.000000 Penalty: 2728.677002
	Iteration 23Q: 3 clusters Score -536467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -536467.562500 Penalty: 2728.677002
	Iteration 24Q: 3 clusters Score -536467.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -536467.562500 Penalty: 2728.677002
	Iteration 25F: 3 clusters Score -536467.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Entering Unmasked Estep 
Score: -6963651.500000 Penalty: 1777.668213
	Iteration 0F: 2 clusters Score -6963652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -6926670.500000 Penalty: 3555.336426
	Iteration 0F: 3 clusters Score -6926670 nChanged 26540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -6942106.000000 Penalty: 3555.336426
	Iteration 1F: 3 clusters Score -6942106 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -6942729.500000 Penalty: 3555.336426
	Iteration 2Q: 3 clusters Score -6942730 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -6943456.000000 Penalty: 3555.336426
	Iteration 3Q: 3 clusters Score -6943456 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -6944213.500000 Penalty: 3555.336426
	Iteration 4Q: 3 clusters Score -6944214 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -6945301.500000 Penalty: 3555.336426
	Iteration 5Q: 3 clusters Score -6945302 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -6946535.000000 Penalty: 3555.336426
	Iteration 6Q: 3 clusters Score -6946535 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -6947961.500000 Penalty: 3555.336426
	Iteration 7Q: 3 clusters Score -6947962 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -6949420.000000 Penalty: 3555.336426
	Iteration 8Q: 3 clusters Score -6949420 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -6951031.000000 Penalty: 3555.336426
	Iteration 9Q: 3 clusters Score -6951031 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -6952582.000000 Penalty: 3555.336426
	Iteration 10Q: 3 clusters Score -6952582 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -6953914.500000 Penalty: 3555.336426
	Iteration 11Q: 3 clusters Score -6953914 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -6954970.000000 Penalty: 3555.336426
	Iteration 12Q: 3 clusters Score -6954970 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -6955855.000000 Penalty: 3555.336426
	Iteration 13Q: 3 clusters Score -6955855 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -6956548.000000 Penalty: 3555.336426
	Iteration 14Q: 3 clusters Score -6956548 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -6957171.500000 Penalty: 3555.336426
	Iteration 15Q: 3 clusters Score -6957172 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48613 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -6957880.000000 Penalty: 3555.336426
	Iteration 16Q: 3 clusters Score -6957880 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49978 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -6958615.500000 Penalty: 3555.336426
	Iteration 17Q: 3 clusters Score -6958616 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51267 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -6959348.000000 Penalty: 3555.336426
	Iteration 18Q: 3 clusters Score -6959348 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -6960025.500000 Penalty: 3555.336426
	Iteration 19Q: 3 clusters Score -6960026 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -6960588.500000 Penalty: 3555.336426
	Iteration 20F: 3 clusters Score -6960588 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54215 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -6961100.000000 Penalty: 3555.336426
	Iteration 21Q: 3 clusters Score -6961100 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -6961440.000000 Penalty: 3555.336426
	Iteration 22Q: 3 clusters Score -6961440 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55165 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6961712.500000 Penalty: 3555.336426
	Iteration 23Q: 3 clusters Score -6961712 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55421 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6961902.500000 Penalty: 3555.336426
	Iteration 24Q: 3 clusters Score -6961902 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6962027.000000 Penalty: 3555.336426
	Iteration 25Q: 3 clusters Score -6962027 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6962074.500000 Penalty: 3555.336426
	Iteration 26Q: 3 clusters Score -6962074 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55747 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6962133.500000 Penalty: 3555.336426
	Iteration 27Q: 3 clusters Score -6962134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6962164.500000 Penalty: 3555.336426
	Iteration 28Q: 3 clusters Score -6962164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6962182.000000 Penalty: 3555.336426
	Iteration 29Q: 3 clusters Score -6962182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6962201.000000 Penalty: 3555.336426
	Iteration 30Q: 3 clusters Score -6962201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6962222.500000 Penalty: 3555.336426
	Iteration 31Q: 3 clusters Score -6962222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6962233.000000 Penalty: 3555.336426
	Iteration 32Q: 3 clusters Score -6962233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55874 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6962244.500000 Penalty: 3555.336426
	Iteration 33Q: 3 clusters Score -6962244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6962250.000000 Penalty: 3555.336426
	Iteration 34Q: 3 clusters Score -6962250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55889 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6962260.000000 Penalty: 3555.336426
	Iteration 35Q: 3 clusters Score -6962260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55893 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6962262.000000 Penalty: 3555.336426
	Iteration 36Q: 3 clusters Score -6962262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6962267.000000 Penalty: 3555.336426
	Iteration 37Q: 3 clusters Score -6962267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6962262.500000 Penalty: 3555.336426
	Iteration 38Q: 3 clusters Score -6962262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6962272.500000 Penalty: 3555.336426
	Iteration 39Q: 3 clusters Score -6962272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6962275.500000 Penalty: 3555.336426
	Iteration 40F: 3 clusters Score -6962276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55906 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6962273.500000 Penalty: 3555.336426
	Iteration 41Q: 3 clusters Score -6962274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6962279.000000 Penalty: 3555.336426
	Iteration 42Q: 3 clusters Score -6962279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6962273.500000 Penalty: 3555.336426
	Iteration 43Q: 3 clusters Score -6962274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6962274.000000 Penalty: 3555.336426
	Iteration 44Q: 3 clusters Score -6962274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55907 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6962274.000000 Penalty: 3555.336426
	Iteration 45F: 3 clusters Score -6962274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Entering Unmasked Estep 
Score: -708147.375000 Penalty: 1405.962036
	Iteration 0F: 2 clusters Score -708147.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -703673.062500 Penalty: 2811.924072
	Iteration 0F: 3 clusters Score -703673.1 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -704944.937500 Penalty: 2811.924072
	Iteration 1F: 3 clusters Score -704944.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -705132.125000 Penalty: 2811.924072
	Iteration 2F: 3 clusters Score -705132.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -705271.437500 Penalty: 2811.924072
	Iteration 3F: 3 clusters Score -705271.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -705377.750000 Penalty: 2811.924072
	Iteration 4Q: 3 clusters Score -705377.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -705453.750000 Penalty: 2811.924072
	Iteration 5Q: 3 clusters Score -705453.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -705517.437500 Penalty: 2811.924072
	Iteration 6Q: 3 clusters Score -705517.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -705591.250000 Penalty: 2811.924072
	Iteration 7Q: 3 clusters Score -705591.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -705659.937500 Penalty: 2811.924072
	Iteration 8Q: 3 clusters Score -705659.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -705718.687500 Penalty: 2811.924072
	Iteration 9Q: 3 clusters Score -705718.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -705795.750000 Penalty: 2811.924072
	Iteration 10Q: 3 clusters Score -705795.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -705878.187500 Penalty: 2811.924072
	Iteration 11Q: 3 clusters Score -705878.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -705974.687500 Penalty: 2811.924072
	Iteration 12Q: 3 clusters Score -705974.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -706069.812500 Penalty: 2811.924072
	Iteration 13Q: 3 clusters Score -706069.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -706183.312500 Penalty: 2811.924072
	Iteration 14Q: 3 clusters Score -706183.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -706308.000000 Penalty: 2811.924072
	Iteration 15Q: 3 clusters Score -706308 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -706431.687500 Penalty: 2811.924072
	Iteration 16Q: 3 clusters Score -706431.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -706542.875000 Penalty: 2811.924072
	Iteration 17Q: 3 clusters Score -706542.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -706659.250000 Penalty: 2811.924072
	Iteration 18Q: 3 clusters Score -706659.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -706770.812500 Penalty: 2811.924072
	Iteration 19Q: 3 clusters Score -706770.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -706879.437500 Penalty: 2811.924072
	Iteration 20F: 3 clusters Score -706879.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -706960.375000 Penalty: 2811.924072
	Iteration 21Q: 3 clusters Score -706960.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -707028.062500 Penalty: 2811.924072
	Iteration 22Q: 3 clusters Score -707028.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -707088.437500 Penalty: 2811.924072
	Iteration 23Q: 3 clusters Score -707088.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -707121.062500 Penalty: 2811.924072
	Iteration 24Q: 3 clusters Score -707121.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -707140.187500 Penalty: 2811.924072
	Iteration 25Q: 3 clusters Score -707140.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -707153.375000 Penalty: 2811.924072
	Iteration 26Q: 3 clusters Score -707153.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -707163.937500 Penalty: 2811.924072
	Iteration 27Q: 3 clusters Score -707163.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -707170.437500 Penalty: 2811.924072
	Iteration 28Q: 3 clusters Score -707170.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -707174.375000 Penalty: 2811.924072
	Iteration 29Q: 3 clusters Score -707174.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -707178.062500 Penalty: 2811.924072
	Iteration 30Q: 3 clusters Score -707178.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -707179.937500 Penalty: 2811.924072
	Iteration 31Q: 3 clusters Score -707179.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -707181.125000 Penalty: 2811.924072
	Iteration 32Q: 3 clusters Score -707181.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -707184.125000 Penalty: 2811.924072
	Iteration 33Q: 3 clusters Score -707184.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -707185.312500 Penalty: 2811.924072
	Iteration 34Q: 3 clusters Score -707185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -707185.250000 Penalty: 2811.924072
	Iteration 35Q: 3 clusters Score -707185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -707187.937500 Penalty: 2811.924072
	Iteration 36Q: 3 clusters Score -707187.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -707187.937500 Penalty: 2811.924072
	Iteration 37F: 3 clusters Score -707187.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Entering Unmasked Estep 
Score: -1035950.562500 Penalty: 1466.910034
	Iteration 0F: 2 clusters Score -1035951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1029853.687500 Penalty: 2933.820068
	Iteration 0F: 3 clusters Score -1029854 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1031730.687500 Penalty: 2933.820068
	Iteration 1F: 3 clusters Score -1031731 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1031971.250000 Penalty: 2933.820068
	Iteration 2F: 3 clusters Score -1031971 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1032130.125000 Penalty: 2933.820068
	Iteration 3F: 3 clusters Score -1032130 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1032251.687500 Penalty: 2933.820068
	Iteration 4Q: 3 clusters Score -1032252 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1032379.312500 Penalty: 2933.820068
	Iteration 5Q: 3 clusters Score -1032379 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1032497.500000 Penalty: 2933.820068
	Iteration 6Q: 3 clusters Score -1032498 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1032636.562500 Penalty: 2933.820068
	Iteration 7Q: 3 clusters Score -1032637 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1032772.562500 Penalty: 2933.820068
	Iteration 8Q: 3 clusters Score -1032773 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1032924.937500 Penalty: 2933.820068
	Iteration 9Q: 3 clusters Score -1032925 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1033083.875000 Penalty: 2933.820068
	Iteration 10Q: 3 clusters Score -1033084 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1033240.562500 Penalty: 2933.820068
	Iteration 11Q: 3 clusters Score -1033241 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1033392.750000 Penalty: 2933.820068
	Iteration 12Q: 3 clusters Score -1033393 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1033541.312500 Penalty: 2933.820068
	Iteration 13Q: 3 clusters Score -1033541 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1033645.437500 Penalty: 2933.820068
	Iteration 14Q: 3 clusters Score -1033645 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1033719.000000 Penalty: 2933.820068
	Iteration 15Q: 3 clusters Score -1033719 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1033775.500000 Penalty: 2933.820068
	Iteration 16Q: 3 clusters Score -1033776 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1033816.687500 Penalty: 2933.820068
	Iteration 17Q: 3 clusters Score -1033817 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1033849.687500 Penalty: 2933.820068
	Iteration 18Q: 3 clusters Score -1033850 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1033872.625000 Penalty: 2933.820068
	Iteration 19Q: 3 clusters Score -1033873 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1033885.875000 Penalty: 2933.820068
	Iteration 20F: 3 clusters Score -1033886 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1033904.375000 Penalty: 2933.820068
	Iteration 21Q: 3 clusters Score -1033904 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1033917.437500 Penalty: 2933.820068
	Iteration 22Q: 3 clusters Score -1033917 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1033926.562500 Penalty: 2933.820068
	Iteration 23Q: 3 clusters Score -1033927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1033938.187500 Penalty: 2933.820068
	Iteration 24Q: 3 clusters Score -1033938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1033950.437500 Penalty: 2933.820068
	Iteration 25Q: 3 clusters Score -1033950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1033959.750000 Penalty: 2933.820068
	Iteration 26Q: 3 clusters Score -1033960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1033965.687500 Penalty: 2933.820068
	Iteration 27Q: 3 clusters Score -1033966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1033972.812500 Penalty: 2933.820068
	Iteration 28Q: 3 clusters Score -1033973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1033983.562500 Penalty: 2933.820068
	Iteration 29Q: 3 clusters Score -1033984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1033986.500000 Penalty: 2933.820068
	Iteration 30Q: 3 clusters Score -1033986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1033988.625000 Penalty: 2933.820068
	Iteration 31Q: 3 clusters Score -1033989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1033994.312500 Penalty: 2933.820068
	Iteration 32Q: 3 clusters Score -1033994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1033998.375000 Penalty: 2933.820068
	Iteration 33Q: 3 clusters Score -1033998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1034002.187500 Penalty: 2933.820068
	Iteration 34Q: 3 clusters Score -1034002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1034008.000000 Penalty: 2933.820068
	Iteration 35Q: 3 clusters Score -1034008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1034008.562500 Penalty: 2933.820068
	Iteration 36Q: 3 clusters Score -1034009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1034013.062500 Penalty: 2933.820068
	Iteration 37Q: 3 clusters Score -1034013 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1034018.437500 Penalty: 2933.820068
	Iteration 38Q: 3 clusters Score -1034018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1034022.437500 Penalty: 2933.820068
	Iteration 39Q: 3 clusters Score -1034022 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1034026.312500 Penalty: 2933.820068
	Iteration 40F: 3 clusters Score -1034026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1034027.625000 Penalty: 2933.820068
	Iteration 41Q: 3 clusters Score -1034028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1034029.500000 Penalty: 2933.820068
	Iteration 42Q: 3 clusters Score -1034030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1034032.187500 Penalty: 2933.820068
	Iteration 43Q: 3 clusters Score -1034032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1034033.937500 Penalty: 2933.820068
	Iteration 44Q: 3 clusters Score -1034034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1034036.625000 Penalty: 2933.820068
	Iteration 45Q: 3 clusters Score -1034037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1034037.125000 Penalty: 2933.820068
	Iteration 46Q: 3 clusters Score -1034037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1034041.062500 Penalty: 2933.820068
	Iteration 47Q: 3 clusters Score -1034041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1034040.500000 Penalty: 2933.820068
	Iteration 48Q: 3 clusters Score -1034040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1034043.187500 Penalty: 2933.820068
	Iteration 49Q: 3 clusters Score -1034043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1034044.812500 Penalty: 2933.820068
	Iteration 50Q: 3 clusters Score -1034045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1034048.250000 Penalty: 2933.820068
	Iteration 51Q: 3 clusters Score -1034048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1034050.187500 Penalty: 2933.820068
	Iteration 52Q: 3 clusters Score -1034050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1034050.312500 Penalty: 2933.820068
	Iteration 53Q: 3 clusters Score -1034050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1034049.750000 Penalty: 2933.820068
	Iteration 54Q: 3 clusters Score -1034050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1034050.312500 Penalty: 2933.820068
	Iteration 55Q: 3 clusters Score -1034050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1034051.187500 Penalty: 2933.820068
	Iteration 56Q: 3 clusters Score -1034051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1034051.250000 Penalty: 2933.820068
	Iteration 57Q: 3 clusters Score -1034051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1034051.250000 Penalty: 2933.820068
	Iteration 58F: 3 clusters Score -1034051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Entering Unmasked Estep 
Score: -3398772.750000 Penalty: 1660.935425
	Iteration 0F: 2 clusters Score -3398773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -3380252.750000 Penalty: 3321.870850
	Iteration 0F: 3 clusters Score -3380253 nChanged 12574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -3387340.500000 Penalty: 3321.870850
	Iteration 1F: 3 clusters Score -3387340 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3387761.000000 Penalty: 3321.870850
	Iteration 2Q: 3 clusters Score -3387761 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -3388212.000000 Penalty: 3321.870850
	Iteration 3Q: 3 clusters Score -3388212 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3388746.000000 Penalty: 3321.870850
	Iteration 4Q: 3 clusters Score -3388746 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -3389403.000000 Penalty: 3321.870850
	Iteration 5F: 3 clusters Score -3389403 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -3390130.000000 Penalty: 3321.870850
	Iteration 6F: 3 clusters Score -3390130 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -3390872.250000 Penalty: 3321.870850
	Iteration 7F: 3 clusters Score -3390872 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -3391637.750000 Penalty: 3321.870850
	Iteration 8F: 3 clusters Score -3391638 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3392331.000000 Penalty: 3321.870850
	Iteration 9Q: 3 clusters Score -3392331 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -3392924.750000 Penalty: 3321.870850
	Iteration 10Q: 3 clusters Score -3392925 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -3393541.750000 Penalty: 3321.870850
	Iteration 11Q: 3 clusters Score -3393542 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3394171.500000 Penalty: 3321.870850
	Iteration 12Q: 3 clusters Score -3394172 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3394787.750000 Penalty: 3321.870850
	Iteration 13Q: 3 clusters Score -3394788 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3395411.250000 Penalty: 3321.870850
	Iteration 14Q: 3 clusters Score -3395411 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3395967.500000 Penalty: 3321.870850
	Iteration 15Q: 3 clusters Score -3395968 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -3396421.250000 Penalty: 3321.870850
	Iteration 16Q: 3 clusters Score -3396421 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3396708.750000 Penalty: 3321.870850
	Iteration 17Q: 3 clusters Score -3396709 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3396892.500000 Penalty: 3321.870850
	Iteration 18Q: 3 clusters Score -3396892 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3397013.750000 Penalty: 3321.870850
	Iteration 19Q: 3 clusters Score -3397014 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3397111.250000 Penalty: 3321.870850
	Iteration 20F: 3 clusters Score -3397111 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3397183.250000 Penalty: 3321.870850
	Iteration 21Q: 3 clusters Score -3397183 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3397219.250000 Penalty: 3321.870850
	Iteration 22Q: 3 clusters Score -3397219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3397252.000000 Penalty: 3321.870850
	Iteration 23Q: 3 clusters Score -3397252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3397283.750000 Penalty: 3321.870850
	Iteration 24Q: 3 clusters Score -3397284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3397300.750000 Penalty: 3321.870850
	Iteration 25Q: 3 clusters Score -3397301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3397309.250000 Penalty: 3321.870850
	Iteration 26Q: 3 clusters Score -3397309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3397310.500000 Penalty: 3321.870850
	Iteration 27Q: 3 clusters Score -3397310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3397316.500000 Penalty: 3321.870850
	Iteration 28Q: 3 clusters Score -3397316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3397318.750000 Penalty: 3321.870850
	Iteration 29Q: 3 clusters Score -3397319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3397321.750000 Penalty: 3321.870850
	Iteration 30Q: 3 clusters Score -3397322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3397326.500000 Penalty: 3321.870850
	Iteration 31Q: 3 clusters Score -3397326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3397328.500000 Penalty: 3321.870850
	Iteration 32Q: 3 clusters Score -3397328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3397330.250000 Penalty: 3321.870850
	Iteration 33Q: 3 clusters Score -3397330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3397336.250000 Penalty: 3321.870850
	Iteration 34Q: 3 clusters Score -3397336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3397340.000000 Penalty: 3321.870850
	Iteration 35Q: 3 clusters Score -3397340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3397339.750000 Penalty: 3321.870850
	Iteration 36Q: 3 clusters Score -3397340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3397339.750000 Penalty: 3321.870850
	Iteration 37Q: 3 clusters Score -3397340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3397339.750000 Penalty: 3321.870850
	Iteration 38F: 3 clusters Score -3397340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Entering Unmasked Estep 
Score: -1830992.000000 Penalty: 1557.830811
	Iteration 0F: 2 clusters Score -1830992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1820805.000000 Penalty: 3115.661621
	Iteration 0F: 3 clusters Score -1820805 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1824246.000000 Penalty: 3115.661621
	Iteration 1F: 3 clusters Score -1824246 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1824583.875000 Penalty: 3115.661621
	Iteration 2F: 3 clusters Score -1824584 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1824830.750000 Penalty: 3115.661621
	Iteration 3Q: 3 clusters Score -1824831 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1825008.750000 Penalty: 3115.661621
	Iteration 4Q: 3 clusters Score -1825009 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1825173.000000 Penalty: 3115.661621
	Iteration 5Q: 3 clusters Score -1825173 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1825340.625000 Penalty: 3115.661621
	Iteration 6Q: 3 clusters Score -1825341 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -1825540.125000 Penalty: 3115.661621
	Iteration 7Q: 3 clusters Score -1825540 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1825816.500000 Penalty: 3115.661621
	Iteration 8Q: 3 clusters Score -1825816 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1826172.500000 Penalty: 3115.661621
	Iteration 9Q: 3 clusters Score -1826172 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1826610.375000 Penalty: 3115.661621
	Iteration 10F: 3 clusters Score -1826610 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1827032.250000 Penalty: 3115.661621
	Iteration 11F: 3 clusters Score -1827032 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1827406.250000 Penalty: 3115.661621
	Iteration 12Q: 3 clusters Score -1827406 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1827681.625000 Penalty: 3115.661621
	Iteration 13Q: 3 clusters Score -1827682 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1827834.625000 Penalty: 3115.661621
	Iteration 14Q: 3 clusters Score -1827835 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1827955.375000 Penalty: 3115.661621
	Iteration 15Q: 3 clusters Score -1827955 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1828059.625000 Penalty: 3115.661621
	Iteration 16Q: 3 clusters Score -1828060 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1828129.875000 Penalty: 3115.661621
	Iteration 17Q: 3 clusters Score -1828130 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1828187.125000 Penalty: 3115.661621
	Iteration 18Q: 3 clusters Score -1828187 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1828231.625000 Penalty: 3115.661621
	Iteration 19Q: 3 clusters Score -1828232 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1828269.000000 Penalty: 3115.661621
	Iteration 20F: 3 clusters Score -1828269 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1828302.375000 Penalty: 3115.661621
	Iteration 21Q: 3 clusters Score -1828302 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1828340.250000 Penalty: 3115.661621
	Iteration 22Q: 3 clusters Score -1828340 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1828372.750000 Penalty: 3115.661621
	Iteration 23Q: 3 clusters Score -1828373 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1828430.375000 Penalty: 3115.661621
	Iteration 24Q: 3 clusters Score -1828430 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1828495.375000 Penalty: 3115.661621
	Iteration 25Q: 3 clusters Score -1828495 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1828561.500000 Penalty: 3115.661621
	Iteration 26Q: 3 clusters Score -1828562 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1828631.125000 Penalty: 3115.661621
	Iteration 27Q: 3 clusters Score -1828631 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1828713.750000 Penalty: 3115.661621
	Iteration 28Q: 3 clusters Score -1828714 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1828818.125000 Penalty: 3115.661621
	Iteration 29Q: 3 clusters Score -1828818 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -1828912.875000 Penalty: 3115.661621
	Iteration 30Q: 3 clusters Score -1828913 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -1829026.375000 Penalty: 3115.661621
	Iteration 31Q: 3 clusters Score -1829026 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1829121.375000 Penalty: 3115.661621
	Iteration 32Q: 3 clusters Score -1829121 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1829197.250000 Penalty: 3115.661621
	Iteration 33Q: 3 clusters Score -1829197 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1829276.000000 Penalty: 3115.661621
	Iteration 34Q: 3 clusters Score -1829276 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1829347.125000 Penalty: 3115.661621
	Iteration 35Q: 3 clusters Score -1829347 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1829399.000000 Penalty: 3115.661621
	Iteration 36Q: 3 clusters Score -1829399 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1829438.000000 Penalty: 3115.661621
	Iteration 37Q: 3 clusters Score -1829438 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1829474.500000 Penalty: 3115.661621
	Iteration 38Q: 3 clusters Score -1829474 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1829500.000000 Penalty: 3115.661621
	Iteration 39Q: 3 clusters Score -1829500 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1829519.375000 Penalty: 3115.661621
	Iteration 40F: 3 clusters Score -1829519 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1829540.750000 Penalty: 3115.661621
	Iteration 41Q: 3 clusters Score -1829541 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1829558.125000 Penalty: 3115.661621
	Iteration 42Q: 3 clusters Score -1829558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1829570.875000 Penalty: 3115.661621
	Iteration 43Q: 3 clusters Score -1829571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1829588.500000 Penalty: 3115.661621
	Iteration 44Q: 3 clusters Score -1829588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1829595.000000 Penalty: 3115.661621
	Iteration 45Q: 3 clusters Score -1829595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1829601.375000 Penalty: 3115.661621
	Iteration 46Q: 3 clusters Score -1829601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1829616.000000 Penalty: 3115.661621
	Iteration 47Q: 3 clusters Score -1829616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1829623.875000 Penalty: 3115.661621
	Iteration 48Q: 3 clusters Score -1829624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1829628.500000 Penalty: 3115.661621
	Iteration 49Q: 3 clusters Score -1829628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1829627.625000 Penalty: 3115.661621
	Iteration 50Q: 3 clusters Score -1829628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1829633.875000 Penalty: 3115.661621
	Iteration 51Q: 3 clusters Score -1829634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1829637.750000 Penalty: 3115.661621
	Iteration 52Q: 3 clusters Score -1829638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1829638.250000 Penalty: 3115.661621
	Iteration 53Q: 3 clusters Score -1829638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1829637.375000 Penalty: 3115.661621
	Iteration 54Q: 3 clusters Score -1829637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1829642.750000 Penalty: 3115.661621
	Iteration 55Q: 3 clusters Score -1829643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1829638.000000 Penalty: 3115.661621
	Iteration 56Q: 3 clusters Score -1829638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1829639.875000 Penalty: 3115.661621
	Iteration 57Q: 3 clusters Score -1829640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1829642.250000 Penalty: 3115.661621
	Iteration 58Q: 3 clusters Score -1829642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1829644.875000 Penalty: 3115.661621
	Iteration 59Q: 3 clusters Score -1829645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1829642.750000 Penalty: 3115.661621
	Iteration 60F: 3 clusters Score -1829643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1829647.125000 Penalty: 3115.661621
	Iteration 61Q: 3 clusters Score -1829647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1829648.750000 Penalty: 3115.661621
	Iteration 62Q: 3 clusters Score -1829649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1829647.625000 Penalty: 3115.661621
	Iteration 63Q: 3 clusters Score -1829648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1829647.625000 Penalty: 3115.661621
	Iteration 64F: 3 clusters Score -1829648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Entering Unmasked Estep 
Score: -3862233.000000 Penalty: 1681.817627
	Iteration 0F: 2 clusters Score -3862233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3841460.500000 Penalty: 3363.635254
	Iteration 0F: 3 clusters Score -3841460 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -3849427.750000 Penalty: 3363.635254
	Iteration 1F: 3 clusters Score -3849428 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3850007.750000 Penalty: 3363.635254
	Iteration 2Q: 3 clusters Score -3850008 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3850605.500000 Penalty: 3363.635254
	Iteration 3Q: 3 clusters Score -3850606 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3851227.750000 Penalty: 3363.635254
	Iteration 4Q: 3 clusters Score -3851228 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3851901.250000 Penalty: 3363.635254
	Iteration 5Q: 3 clusters Score -3851901 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -3852560.750000 Penalty: 3363.635254
	Iteration 6Q: 3 clusters Score -3852561 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -3853230.000000 Penalty: 3363.635254
	Iteration 7Q: 3 clusters Score -3853230 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -3853826.750000 Penalty: 3363.635254
	Iteration 8Q: 3 clusters Score -3853827 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3854433.750000 Penalty: 3363.635254
	Iteration 9Q: 3 clusters Score -3854434 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -3854941.500000 Penalty: 3363.635254
	Iteration 10Q: 3 clusters Score -3854942 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3855432.750000 Penalty: 3363.635254
	Iteration 11Q: 3 clusters Score -3855433 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3855809.000000 Penalty: 3363.635254
	Iteration 12Q: 3 clusters Score -3855809 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3856130.000000 Penalty: 3363.635254
	Iteration 13Q: 3 clusters Score -3856130 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -3856363.500000 Penalty: 3363.635254
	Iteration 14Q: 3 clusters Score -3856364 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3856538.750000 Penalty: 3363.635254
	Iteration 15Q: 3 clusters Score -3856539 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3856665.750000 Penalty: 3363.635254
	Iteration 16Q: 3 clusters Score -3856666 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -3856722.750000 Penalty: 3363.635254
	Iteration 17Q: 3 clusters Score -3856723 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -3856835.750000 Penalty: 3363.635254
	Iteration 18Q: 3 clusters Score -3856836 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3856926.500000 Penalty: 3363.635254
	Iteration 19Q: 3 clusters Score -3856926 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3857005.500000 Penalty: 3363.635254
	Iteration 20F: 3 clusters Score -3857006 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -3857110.500000 Penalty: 3363.635254
	Iteration 21Q: 3 clusters Score -3857110 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -3857177.500000 Penalty: 3363.635254
	Iteration 22Q: 3 clusters Score -3857178 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3857271.500000 Penalty: 3363.635254
	Iteration 23Q: 3 clusters Score -3857272 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3857323.750000 Penalty: 3363.635254
	Iteration 24Q: 3 clusters Score -3857324 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3857405.000000 Penalty: 3363.635254
	Iteration 25Q: 3 clusters Score -3857405 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3857476.750000 Penalty: 3363.635254
	Iteration 26Q: 3 clusters Score -3857477 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -3857522.250000 Penalty: 3363.635254
	Iteration 27Q: 3 clusters Score -3857522 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3857606.000000 Penalty: 3363.635254
	Iteration 28Q: 3 clusters Score -3857606 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -3857695.250000 Penalty: 3363.635254
	Iteration 29Q: 3 clusters Score -3857695 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -3857764.500000 Penalty: 3363.635254
	Iteration 30Q: 3 clusters Score -3857764 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3857865.250000 Penalty: 3363.635254
	Iteration 31Q: 3 clusters Score -3857865 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3857949.750000 Penalty: 3363.635254
	Iteration 32Q: 3 clusters Score -3857950 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3858043.500000 Penalty: 3363.635254
	Iteration 33Q: 3 clusters Score -3858044 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3858114.500000 Penalty: 3363.635254
	Iteration 34Q: 3 clusters Score -3858114 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3858168.000000 Penalty: 3363.635254
	Iteration 35Q: 3 clusters Score -3858168 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -3858252.000000 Penalty: 3363.635254
	Iteration 36Q: 3 clusters Score -3858252 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3858282.250000 Penalty: 3363.635254
	Iteration 37Q: 3 clusters Score -3858282 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3858368.750000 Penalty: 3363.635254
	Iteration 38Q: 3 clusters Score -3858369 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3858453.000000 Penalty: 3363.635254
	Iteration 39Q: 3 clusters Score -3858453 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -3858539.250000 Penalty: 3363.635254
	Iteration 40F: 3 clusters Score -3858539 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3858610.000000 Penalty: 3363.635254
	Iteration 41Q: 3 clusters Score -3858610 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -3858702.000000 Penalty: 3363.635254
	Iteration 42Q: 3 clusters Score -3858702 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3858795.250000 Penalty: 3363.635254
	Iteration 43Q: 3 clusters Score -3858795 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -3858893.250000 Penalty: 3363.635254
	Iteration 44Q: 3 clusters Score -3858893 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -3859024.000000 Penalty: 3363.635254
	Iteration 45Q: 3 clusters Score -3859024 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -3859142.250000 Penalty: 3363.635254
	Iteration 46Q: 3 clusters Score -3859142 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -3859268.750000 Penalty: 3363.635254
	Iteration 47Q: 3 clusters Score -3859269 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3859408.750000 Penalty: 3363.635254
	Iteration 48Q: 3 clusters Score -3859409 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -3859566.750000 Penalty: 3363.635254
	Iteration 49Q: 3 clusters Score -3859567 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -3859720.500000 Penalty: 3363.635254
	Iteration 50Q: 3 clusters Score -3859720 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -3859880.750000 Penalty: 3363.635254
	Iteration 51Q: 3 clusters Score -3859881 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3860076.500000 Penalty: 3363.635254
	Iteration 52Q: 3 clusters Score -3860076 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3860269.250000 Penalty: 3363.635254
	Iteration 53Q: 3 clusters Score -3860269 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3860423.250000 Penalty: 3363.635254
	Iteration 54Q: 3 clusters Score -3860423 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3860542.250000 Penalty: 3363.635254
	Iteration 55Q: 3 clusters Score -3860542 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28325 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3860649.250000 Penalty: 3363.635254
	Iteration 56Q: 3 clusters Score -3860649 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -3860719.000000 Penalty: 3363.635254
	Iteration 57Q: 3 clusters Score -3860719 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3860769.000000 Penalty: 3363.635254
	Iteration 58Q: 3 clusters Score -3860769 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -3860830.250000 Penalty: 3363.635254
	Iteration 59Q: 3 clusters Score -3860830 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -3860857.250000 Penalty: 3363.635254
	Iteration 60F: 3 clusters Score -3860857 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3860886.000000 Penalty: 3363.635254
	Iteration 61Q: 3 clusters Score -3860886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3860907.250000 Penalty: 3363.635254
	Iteration 62Q: 3 clusters Score -3860907 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3860929.250000 Penalty: 3363.635254
	Iteration 63Q: 3 clusters Score -3860929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3860933.500000 Penalty: 3363.635254
	Iteration 64Q: 3 clusters Score -3860934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3860938.250000 Penalty: 3363.635254
	Iteration 65Q: 3 clusters Score -3860938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3860943.000000 Penalty: 3363.635254
	Iteration 66Q: 3 clusters Score -3860943 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3860952.500000 Penalty: 3363.635254
	Iteration 67Q: 3 clusters Score -3860952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3860964.750000 Penalty: 3363.635254
	Iteration 68Q: 3 clusters Score -3860965 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3860965.500000 Penalty: 3363.635254
	Iteration 69Q: 3 clusters Score -3860966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3860969.750000 Penalty: 3363.635254
	Iteration 70Q: 3 clusters Score -3860970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3860993.000000 Penalty: 3363.635254
	Iteration 71Q: 3 clusters Score -3860993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3860994.250000 Penalty: 3363.635254
	Iteration 72Q: 3 clusters Score -3860994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3860994.750000 Penalty: 3363.635254
	Iteration 73Q: 3 clusters Score -3860995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3860999.500000 Penalty: 3363.635254
	Iteration 74Q: 3 clusters Score -3861000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3861003.250000 Penalty: 3363.635254
	Iteration 75Q: 3 clusters Score -3861003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3861004.250000 Penalty: 3363.635254
	Iteration 76Q: 3 clusters Score -3861004 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3861004.500000 Penalty: 3363.635254
	Iteration 77Q: 3 clusters Score -3861004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3861010.500000 Penalty: 3363.635254
	Iteration 78Q: 3 clusters Score -3861010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3861023.750000 Penalty: 3363.635254
	Iteration 79Q: 3 clusters Score -3861024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3861025.500000 Penalty: 3363.635254
	Iteration 80F: 3 clusters Score -3861026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3861026.000000 Penalty: 3363.635254
	Iteration 81Q: 3 clusters Score -3861026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3861030.500000 Penalty: 3363.635254
	Iteration 82Q: 3 clusters Score -3861030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3861033.250000 Penalty: 3363.635254
	Iteration 83Q: 3 clusters Score -3861033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3861031.250000 Penalty: 3363.635254
	Iteration 84Q: 3 clusters Score -3861031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3861031.250000 Penalty: 3363.635254
	Iteration 85Q: 3 clusters Score -3861031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -3861034.250000 Penalty: 3363.635254
	Iteration 86Q: 3 clusters Score -3861034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3861036.500000 Penalty: 3363.635254
	Iteration 87Q: 3 clusters Score -3861036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3861040.500000 Penalty: 3363.635254
	Iteration 88Q: 3 clusters Score -3861040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3861045.000000 Penalty: 3363.635254
	Iteration 89Q: 3 clusters Score -3861045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3861050.000000 Penalty: 3363.635254
	Iteration 90Q: 3 clusters Score -3861050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3861048.500000 Penalty: 3363.635254
	Iteration 91Q: 3 clusters Score -3861048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3861042.250000 Penalty: 3363.635254
	Iteration 92Q: 3 clusters Score -3861042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29652 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3861038.000000 Penalty: 3363.635254
	Iteration 93Q: 3 clusters Score -3861038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3861047.500000 Penalty: 3363.635254
	Iteration 94Q: 3 clusters Score -3861048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3861052.000000 Penalty: 3363.635254
	Iteration 95Q: 3 clusters Score -3861052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3861050.500000 Penalty: 3363.635254
	Iteration 96Q: 3 clusters Score -3861050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3861050.000000 Penalty: 3363.635254
	Iteration 97Q: 3 clusters Score -3861050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3861047.500000 Penalty: 3363.635254
	Iteration 98Q: 3 clusters Score -3861048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3861052.500000 Penalty: 3363.635254
	Iteration 99Q: 3 clusters Score -3861052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3861052.250000 Penalty: 3363.635254
	Iteration 100F: 3 clusters Score -3861052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3861052.750000 Penalty: 3363.635254
	Iteration 101Q: 3 clusters Score -3861053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3861055.000000 Penalty: 3363.635254
	Iteration 102Q: 3 clusters Score -3861055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3861058.250000 Penalty: 3363.635254
	Iteration 103Q: 3 clusters Score -3861058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -3861056.750000 Penalty: 3363.635254
	Iteration 104Q: 3 clusters Score -3861057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3861056.250000 Penalty: 3363.635254
	Iteration 105Q: 3 clusters Score -3861056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3861056.250000 Penalty: 3363.635254
	Iteration 106F: 3 clusters Score -3861056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Entering Unmasked Estep 
Score: -2336667.750000 Penalty: 1601.118286
	Iteration 0F: 2 clusters Score -2336668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2323628.250000 Penalty: 3202.236572
	Iteration 0F: 3 clusters Score -2323628 nChanged 8644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -2328842.500000 Penalty: 3202.236572
	Iteration 1F: 3 clusters Score -2328842 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2329687.000000 Penalty: 3202.236572
	Iteration 2F: 3 clusters Score -2329687 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2330575.750000 Penalty: 3202.236572
	Iteration 3F: 3 clusters Score -2330576 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2331479.750000 Penalty: 3202.236572
	Iteration 4F: 3 clusters Score -2331480 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2332214.000000 Penalty: 3202.236572
	Iteration 5F: 3 clusters Score -2332214 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2332783.750000 Penalty: 3202.236572
	Iteration 6F: 3 clusters Score -2332784 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2333308.750000 Penalty: 3202.236572
	Iteration 7Q: 3 clusters Score -2333309 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2333786.250000 Penalty: 3202.236572
	Iteration 8Q: 3 clusters Score -2333786 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2334161.250000 Penalty: 3202.236572
	Iteration 9Q: 3 clusters Score -2334161 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -2334458.250000 Penalty: 3202.236572
	Iteration 10Q: 3 clusters Score -2334458 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2334698.750000 Penalty: 3202.236572
	Iteration 11Q: 3 clusters Score -2334699 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2334901.000000 Penalty: 3202.236572
	Iteration 12Q: 3 clusters Score -2334901 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2335067.750000 Penalty: 3202.236572
	Iteration 13Q: 3 clusters Score -2335068 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2335196.500000 Penalty: 3202.236572
	Iteration 14Q: 3 clusters Score -2335196 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2335285.000000 Penalty: 3202.236572
	Iteration 15Q: 3 clusters Score -2335285 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2335332.500000 Penalty: 3202.236572
	Iteration 16Q: 3 clusters Score -2335332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2335363.500000 Penalty: 3202.236572
	Iteration 17Q: 3 clusters Score -2335364 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2335388.250000 Penalty: 3202.236572
	Iteration 18Q: 3 clusters Score -2335388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2335411.250000 Penalty: 3202.236572
	Iteration 19Q: 3 clusters Score -2335411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2335431.250000 Penalty: 3202.236572
	Iteration 20F: 3 clusters Score -2335431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2335444.000000 Penalty: 3202.236572
	Iteration 21Q: 3 clusters Score -2335444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2335452.750000 Penalty: 3202.236572
	Iteration 22Q: 3 clusters Score -2335453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2335458.750000 Penalty: 3202.236572
	Iteration 23Q: 3 clusters Score -2335459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2335459.250000 Penalty: 3202.236572
	Iteration 24Q: 3 clusters Score -2335459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2335461.750000 Penalty: 3202.236572
	Iteration 25Q: 3 clusters Score -2335462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2335463.500000 Penalty: 3202.236572
	Iteration 26Q: 3 clusters Score -2335464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2335465.500000 Penalty: 3202.236572
	Iteration 27Q: 3 clusters Score -2335466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2335466.500000 Penalty: 3202.236572
	Iteration 28Q: 3 clusters Score -2335466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2335468.000000 Penalty: 3202.236572
	Iteration 29Q: 3 clusters Score -2335468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2335470.000000 Penalty: 3202.236572
	Iteration 30Q: 3 clusters Score -2335470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2335471.500000 Penalty: 3202.236572
	Iteration 31Q: 3 clusters Score -2335472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2335474.000000 Penalty: 3202.236572
	Iteration 32Q: 3 clusters Score -2335474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2335475.000000 Penalty: 3202.236572
	Iteration 33Q: 3 clusters Score -2335475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2335482.750000 Penalty: 3202.236572
	Iteration 34Q: 3 clusters Score -2335483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2335486.750000 Penalty: 3202.236572
	Iteration 35Q: 3 clusters Score -2335487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2335488.000000 Penalty: 3202.236572
	Iteration 36Q: 3 clusters Score -2335488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2335490.000000 Penalty: 3202.236572
	Iteration 37Q: 3 clusters Score -2335490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2335491.000000 Penalty: 3202.236572
	Iteration 38Q: 3 clusters Score -2335491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2335494.000000 Penalty: 3202.236572
	Iteration 39Q: 3 clusters Score -2335494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2335494.000000 Penalty: 3202.236572
	Iteration 40F: 3 clusters Score -2335494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Entering Unmasked Estep 
Score: -668155.750000 Penalty: 1400.445190
	Iteration 0F: 2 clusters Score -668155.8 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 2762 members 
Entering Unmasked Estep 
Score: -663841.500000 Penalty: 2800.890381
	Iteration 0F: 3 clusters Score -663841.5 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -665165.125000 Penalty: 2800.890381
	Iteration 1F: 3 clusters Score -665165.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -665480.437500 Penalty: 2800.890381
	Iteration 2F: 3 clusters Score -665480.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -665769.312500 Penalty: 2800.890381
	Iteration 3F: 3 clusters Score -665769.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -666034.875000 Penalty: 2800.890381
	Iteration 4F: 3 clusters Score -666034.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -666280.187500 Penalty: 2800.890381
	Iteration 5F: 3 clusters Score -666280.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -666511.062500 Penalty: 2800.890381
	Iteration 6F: 3 clusters Score -666511.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -666703.187500 Penalty: 2800.890381
	Iteration 7Q: 3 clusters Score -666703.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -666836.562500 Penalty: 2800.890381
	Iteration 8Q: 3 clusters Score -666836.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -666932.000000 Penalty: 2800.890381
	Iteration 9Q: 3 clusters Score -666932 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -667005.187500 Penalty: 2800.890381
	Iteration 10Q: 3 clusters Score -667005.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -667083.312500 Penalty: 2800.890381
	Iteration 11Q: 3 clusters Score -667083.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -667142.562500 Penalty: 2800.890381
	Iteration 12Q: 3 clusters Score -667142.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -667202.812500 Penalty: 2800.890381
	Iteration 13Q: 3 clusters Score -667202.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -667286.437500 Penalty: 2800.890381
	Iteration 14Q: 3 clusters Score -667286.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -667446.062500 Penalty: 2800.890381
	Iteration 15Q: 3 clusters Score -667446.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -667677.812500 Penalty: 2800.890381
	Iteration 16Q: 3 clusters Score -667677.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -667999.000000 Penalty: 2800.890381
	Iteration 17Q: 3 clusters Score -667999 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -668288.687500 Penalty: 2800.890381
	Iteration 18Q: 3 clusters Score -668288.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -668460.062500 Penalty: 2800.890381
	Iteration 19Q: 3 clusters Score -668460.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -668498.875000 Penalty: 2800.890381
	Iteration 20F: 3 clusters Score -668498.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -668513.500000 Penalty: 2800.890381
	Iteration 21Q: 3 clusters Score -668513.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -668519.125000 Penalty: 2800.890381
	Iteration 22Q: 3 clusters Score -668519.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -668523.687500 Penalty: 2800.890381
	Iteration 23Q: 3 clusters Score -668523.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -668527.500000 Penalty: 2800.890381
	Iteration 24Q: 3 clusters Score -668527.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -668527.937500 Penalty: 2800.890381
	Iteration 25Q: 3 clusters Score -668527.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -668528.187500 Penalty: 2800.890381
	Iteration 26Q: 3 clusters Score -668528.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -668529.250000 Penalty: 2800.890381
	Iteration 27Q: 3 clusters Score -668529.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -668529.562500 Penalty: 2800.890381
	Iteration 28Q: 3 clusters Score -668529.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -668529.562500 Penalty: 2800.890381
	Iteration 29F: 3 clusters Score -668529.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 56359 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 27478 members 
Mstep: Class 7 contains 14569 members 
Mstep: Class 8 contains 31246 members 
Mstep: Class 9 contains 19016 members 
Mstep: Class 10 contains 4120 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 14129 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9206 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73809 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1559 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Mstep: Class 34 contains 1411 members 
Entering Unmasked Estep 
Score: -48245740.000000 Penalty: 71295.898438
Splitting cluster 10 changes total score from -48246052.000000 to -48245740.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (17678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Entering Unmasked Estep 
Score: -2183558.500000 Penalty: 1589.262329
	Iteration 0F: 2 clusters Score -2183558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2171531.500000 Penalty: 3178.524658
	Iteration 0F: 3 clusters Score -2171532 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2175914.250000 Penalty: 3178.524658
	Iteration 1F: 3 clusters Score -2175914 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2176401.000000 Penalty: 3178.524658
	Iteration 2F: 3 clusters Score -2176401 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2176899.500000 Penalty: 3178.524658
	Iteration 3F: 3 clusters Score -2176900 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2177496.000000 Penalty: 3178.524658
	Iteration 4F: 3 clusters Score -2177496 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2178153.500000 Penalty: 3178.524658
	Iteration 5F: 3 clusters Score -2178154 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -2178960.750000 Penalty: 3178.524658
	Iteration 6F: 3 clusters Score -2178961 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2179897.000000 Penalty: 3178.524658
	Iteration 7F: 3 clusters Score -2179897 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2180807.750000 Penalty: 3178.524658
	Iteration 8F: 3 clusters Score -2180808 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2181483.500000 Penalty: 3178.524658
	Iteration 9Q: 3 clusters Score -2181484 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2181901.750000 Penalty: 3178.524658
	Iteration 10Q: 3 clusters Score -2181902 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2182138.750000 Penalty: 3178.524658
	Iteration 11Q: 3 clusters Score -2182139 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -2182298.250000 Penalty: 3178.524658
	Iteration 12Q: 3 clusters Score -2182298 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2182395.250000 Penalty: 3178.524658
	Iteration 13Q: 3 clusters Score -2182395 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2182461.000000 Penalty: 3178.524658
	Iteration 14Q: 3 clusters Score -2182461 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2182509.250000 Penalty: 3178.524658
	Iteration 15Q: 3 clusters Score -2182509 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2182547.500000 Penalty: 3178.524658
	Iteration 16Q: 3 clusters Score -2182548 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -2182569.750000 Penalty: 3178.524658
	Iteration 17Q: 3 clusters Score -2182570 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2182582.000000 Penalty: 3178.524658
	Iteration 18Q: 3 clusters Score -2182582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -2182600.750000 Penalty: 3178.524658
	Iteration 19Q: 3 clusters Score -2182601 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2182615.250000 Penalty: 3178.524658
	Iteration 20F: 3 clusters Score -2182615 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2182635.250000 Penalty: 3178.524658
	Iteration 21Q: 3 clusters Score -2182635 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -2182655.000000 Penalty: 3178.524658
	Iteration 22Q: 3 clusters Score -2182655 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2182664.000000 Penalty: 3178.524658
	Iteration 23Q: 3 clusters Score -2182664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2182679.500000 Penalty: 3178.524658
	Iteration 24Q: 3 clusters Score -2182680 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2182705.250000 Penalty: 3178.524658
	Iteration 25Q: 3 clusters Score -2182705 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2182738.750000 Penalty: 3178.524658
	Iteration 26Q: 3 clusters Score -2182739 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2182781.750000 Penalty: 3178.524658
	Iteration 27Q: 3 clusters Score -2182782 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2182846.500000 Penalty: 3178.524658
	Iteration 28Q: 3 clusters Score -2182846 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2182913.750000 Penalty: 3178.524658
	Iteration 29Q: 3 clusters Score -2182914 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2182975.250000 Penalty: 3178.524658
	Iteration 30Q: 3 clusters Score -2182975 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2183044.000000 Penalty: 3178.524658
	Iteration 31Q: 3 clusters Score -2183044 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2183115.500000 Penalty: 3178.524658
	Iteration 32Q: 3 clusters Score -2183116 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -2183192.250000 Penalty: 3178.524658
	Iteration 33Q: 3 clusters Score -2183192 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2183257.000000 Penalty: 3178.524658
	Iteration 34Q: 3 clusters Score -2183257 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -2183325.500000 Penalty: 3178.524658
	Iteration 35Q: 3 clusters Score -2183326 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2183376.000000 Penalty: 3178.524658
	Iteration 36Q: 3 clusters Score -2183376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2183397.250000 Penalty: 3178.524658
	Iteration 37Q: 3 clusters Score -2183397 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2183412.250000 Penalty: 3178.524658
	Iteration 38Q: 3 clusters Score -2183412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2183414.750000 Penalty: 3178.524658
	Iteration 39Q: 3 clusters Score -2183415 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2183420.500000 Penalty: 3178.524658
	Iteration 40F: 3 clusters Score -2183420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2183427.250000 Penalty: 3178.524658
	Iteration 41Q: 3 clusters Score -2183427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2183428.000000 Penalty: 3178.524658
	Iteration 42Q: 3 clusters Score -2183428 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2183431.250000 Penalty: 3178.524658
	Iteration 43Q: 3 clusters Score -2183431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2183437.250000 Penalty: 3178.524658
	Iteration 44Q: 3 clusters Score -2183437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2183435.000000 Penalty: 3178.524658
	Iteration 45Q: 3 clusters Score -2183435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2183439.750000 Penalty: 3178.524658
	Iteration 46Q: 3 clusters Score -2183440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2183439.750000 Penalty: 3178.524658
	Iteration 47Q: 3 clusters Score -2183440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2183441.750000 Penalty: 3178.524658
	Iteration 48Q: 3 clusters Score -2183442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2183445.250000 Penalty: 3178.524658
	Iteration 49Q: 3 clusters Score -2183445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2183444.750000 Penalty: 3178.524658
	Iteration 50Q: 3 clusters Score -2183445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2183443.250000 Penalty: 3178.524658
	Iteration 51Q: 3 clusters Score -2183443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2183449.250000 Penalty: 3178.524658
	Iteration 52Q: 3 clusters Score -2183449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2183447.500000 Penalty: 3178.524658
	Iteration 53Q: 3 clusters Score -2183448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2183447.500000 Penalty: 3178.524658
	Iteration 54F: 3 clusters Score -2183448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -238847.406250 Penalty: 1253.852539
	Iteration 0F: 2 clusters Score -238847.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -236697.718750 Penalty: 2507.705078
	Iteration 0F: 3 clusters Score -236697.7 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -237444.656250 Penalty: 2507.705078
	Iteration 1F: 3 clusters Score -237444.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -237767.000000 Penalty: 2507.705078
	Iteration 2F: 3 clusters Score -237767 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -238018.828125 Penalty: 2507.705078
	Iteration 3F: 3 clusters Score -238018.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -238161.765625 Penalty: 2507.705078
	Iteration 4F: 3 clusters Score -238161.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -238251.406250 Penalty: 2507.705078
	Iteration 5Q: 3 clusters Score -238251.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -238365.609375 Penalty: 2507.705078
	Iteration 6Q: 3 clusters Score -238365.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -238442.859375 Penalty: 2507.705078
	Iteration 7Q: 3 clusters Score -238442.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -238511.171875 Penalty: 2507.705078
	Iteration 8Q: 3 clusters Score -238511.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -238542.468750 Penalty: 2507.705078
	Iteration 9Q: 3 clusters Score -238542.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -238555.781250 Penalty: 2507.705078
	Iteration 10Q: 3 clusters Score -238555.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -238563.562500 Penalty: 2507.705078
	Iteration 11Q: 3 clusters Score -238563.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -238572.875000 Penalty: 2507.705078
	Iteration 12Q: 3 clusters Score -238572.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -238580.500000 Penalty: 2507.705078
	Iteration 13Q: 3 clusters Score -238580.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -238586.875000 Penalty: 2507.705078
	Iteration 14Q: 3 clusters Score -238586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -238588.468750 Penalty: 2507.705078
	Iteration 15Q: 3 clusters Score -238588.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -238588.468750 Penalty: 2507.705078
	Iteration 16F: 3 clusters Score -238588.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Entering Unmasked Estep 
Score: -1612570.500000 Penalty: 1552.847534
	Iteration 0F: 2 clusters Score -1612570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1602750.750000 Penalty: 3105.695068
	Iteration 0F: 3 clusters Score -1602751 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1606503.250000 Penalty: 3105.695068
	Iteration 1F: 3 clusters Score -1606503 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1607076.750000 Penalty: 3105.695068
	Iteration 2F: 3 clusters Score -1607077 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1607609.625000 Penalty: 3105.695068
	Iteration 3F: 3 clusters Score -1607610 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1608061.250000 Penalty: 3105.695068
	Iteration 4F: 3 clusters Score -1608061 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1608467.500000 Penalty: 3105.695068
	Iteration 5F: 3 clusters Score -1608468 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1608841.000000 Penalty: 3105.695068
	Iteration 6F: 3 clusters Score -1608841 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1609197.250000 Penalty: 3105.695068
	Iteration 7Q: 3 clusters Score -1609197 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1609582.500000 Penalty: 3105.695068
	Iteration 8Q: 3 clusters Score -1609582 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1609945.500000 Penalty: 3105.695068
	Iteration 9Q: 3 clusters Score -1609946 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1610240.750000 Penalty: 3105.695068
	Iteration 10Q: 3 clusters Score -1610241 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1610483.750000 Penalty: 3105.695068
	Iteration 11Q: 3 clusters Score -1610484 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1610677.000000 Penalty: 3105.695068
	Iteration 12Q: 3 clusters Score -1610677 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1610825.000000 Penalty: 3105.695068
	Iteration 13Q: 3 clusters Score -1610825 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1610955.250000 Penalty: 3105.695068
	Iteration 14Q: 3 clusters Score -1610955 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1611063.750000 Penalty: 3105.695068
	Iteration 15Q: 3 clusters Score -1611064 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1611146.000000 Penalty: 3105.695068
	Iteration 16Q: 3 clusters Score -1611146 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1611227.500000 Penalty: 3105.695068
	Iteration 17Q: 3 clusters Score -1611228 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1611323.625000 Penalty: 3105.695068
	Iteration 18Q: 3 clusters Score -1611324 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1611396.000000 Penalty: 3105.695068
	Iteration 19Q: 3 clusters Score -1611396 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1611456.875000 Penalty: 3105.695068
	Iteration 20F: 3 clusters Score -1611457 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1611512.000000 Penalty: 3105.695068
	Iteration 21Q: 3 clusters Score -1611512 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1611558.375000 Penalty: 3105.695068
	Iteration 22Q: 3 clusters Score -1611558 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1611587.625000 Penalty: 3105.695068
	Iteration 23Q: 3 clusters Score -1611588 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -1611631.125000 Penalty: 3105.695068
	Iteration 24Q: 3 clusters Score -1611631 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1611662.250000 Penalty: 3105.695068
	Iteration 25Q: 3 clusters Score -1611662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1611691.125000 Penalty: 3105.695068
	Iteration 26Q: 3 clusters Score -1611691 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1611710.500000 Penalty: 3105.695068
	Iteration 27Q: 3 clusters Score -1611710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -1611728.875000 Penalty: 3105.695068
	Iteration 28Q: 3 clusters Score -1611729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1611749.000000 Penalty: 3105.695068
	Iteration 29Q: 3 clusters Score -1611749 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1611758.500000 Penalty: 3105.695068
	Iteration 30Q: 3 clusters Score -1611758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1611768.250000 Penalty: 3105.695068
	Iteration 31Q: 3 clusters Score -1611768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1611773.125000 Penalty: 3105.695068
	Iteration 32Q: 3 clusters Score -1611773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1611774.000000 Penalty: 3105.695068
	Iteration 33Q: 3 clusters Score -1611774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1611777.625000 Penalty: 3105.695068
	Iteration 34Q: 3 clusters Score -1611778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1611781.375000 Penalty: 3105.695068
	Iteration 35Q: 3 clusters Score -1611781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1611787.375000 Penalty: 3105.695068
	Iteration 36Q: 3 clusters Score -1611787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1611789.375000 Penalty: 3105.695068
	Iteration 37Q: 3 clusters Score -1611789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1611794.000000 Penalty: 3105.695068
	Iteration 38Q: 3 clusters Score -1611794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1611794.375000 Penalty: 3105.695068
	Iteration 39Q: 3 clusters Score -1611794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1611795.375000 Penalty: 3105.695068
	Iteration 40F: 3 clusters Score -1611795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1611793.875000 Penalty: 3105.695068
	Iteration 41Q: 3 clusters Score -1611794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1611795.125000 Penalty: 3105.695068
	Iteration 42Q: 3 clusters Score -1611795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1611796.875000 Penalty: 3105.695068
	Iteration 43Q: 3 clusters Score -1611797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1611798.750000 Penalty: 3105.695068
	Iteration 44Q: 3 clusters Score -1611799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -1611798.750000 Penalty: 3105.695068
	Iteration 45F: 3 clusters Score -1611799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Entering Unmasked Estep 
Score: -1237658.125000 Penalty: 1495.407837
	Iteration 0F: 2 clusters Score -1237658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1230573.000000 Penalty: 2990.815674
	Iteration 0F: 3 clusters Score -1230573 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1232920.750000 Penalty: 2990.815674
	Iteration 1F: 3 clusters Score -1232921 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1233253.000000 Penalty: 2990.815674
	Iteration 2F: 3 clusters Score -1233253 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1233530.000000 Penalty: 2990.815674
	Iteration 3F: 3 clusters Score -1233530 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1233741.875000 Penalty: 2990.815674
	Iteration 4Q: 3 clusters Score -1233742 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1233909.500000 Penalty: 2990.815674
	Iteration 5Q: 3 clusters Score -1233910 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1234072.500000 Penalty: 2990.815674
	Iteration 6Q: 3 clusters Score -1234072 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1234210.500000 Penalty: 2990.815674
	Iteration 7Q: 3 clusters Score -1234210 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1234349.250000 Penalty: 2990.815674
	Iteration 8Q: 3 clusters Score -1234349 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1234479.625000 Penalty: 2990.815674
	Iteration 9Q: 3 clusters Score -1234480 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1234631.375000 Penalty: 2990.815674
	Iteration 10Q: 3 clusters Score -1234631 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1234801.500000 Penalty: 2990.815674
	Iteration 11Q: 3 clusters Score -1234802 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1234965.500000 Penalty: 2990.815674
	Iteration 12Q: 3 clusters Score -1234966 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1235141.875000 Penalty: 2990.815674
	Iteration 13Q: 3 clusters Score -1235142 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1235292.625000 Penalty: 2990.815674
	Iteration 14Q: 3 clusters Score -1235293 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1235426.000000 Penalty: 2990.815674
	Iteration 15Q: 3 clusters Score -1235426 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1235552.625000 Penalty: 2990.815674
	Iteration 16Q: 3 clusters Score -1235553 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1235683.750000 Penalty: 2990.815674
	Iteration 17Q: 3 clusters Score -1235684 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1235797.750000 Penalty: 2990.815674
	Iteration 18Q: 3 clusters Score -1235798 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1235881.500000 Penalty: 2990.815674
	Iteration 19Q: 3 clusters Score -1235882 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1235957.125000 Penalty: 2990.815674
	Iteration 20F: 3 clusters Score -1235957 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1236017.375000 Penalty: 2990.815674
	Iteration 21Q: 3 clusters Score -1236017 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1236083.750000 Penalty: 2990.815674
	Iteration 22Q: 3 clusters Score -1236084 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1236137.500000 Penalty: 2990.815674
	Iteration 23Q: 3 clusters Score -1236138 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1236171.875000 Penalty: 2990.815674
	Iteration 24Q: 3 clusters Score -1236172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1236201.500000 Penalty: 2990.815674
	Iteration 25Q: 3 clusters Score -1236202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1236224.750000 Penalty: 2990.815674
	Iteration 26Q: 3 clusters Score -1236225 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1236241.750000 Penalty: 2990.815674
	Iteration 27Q: 3 clusters Score -1236242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1236262.250000 Penalty: 2990.815674
	Iteration 28Q: 3 clusters Score -1236262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1236287.000000 Penalty: 2990.815674
	Iteration 29Q: 3 clusters Score -1236287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1236303.875000 Penalty: 2990.815674
	Iteration 30Q: 3 clusters Score -1236304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1236326.500000 Penalty: 2990.815674
	Iteration 31Q: 3 clusters Score -1236326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1236348.250000 Penalty: 2990.815674
	Iteration 32Q: 3 clusters Score -1236348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1236364.375000 Penalty: 2990.815674
	Iteration 33Q: 3 clusters Score -1236364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1236371.625000 Penalty: 2990.815674
	Iteration 34Q: 3 clusters Score -1236372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1236393.125000 Penalty: 2990.815674
	Iteration 35Q: 3 clusters Score -1236393 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1236405.250000 Penalty: 2990.815674
	Iteration 36Q: 3 clusters Score -1236405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1236414.875000 Penalty: 2990.815674
	Iteration 37Q: 3 clusters Score -1236415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1236425.875000 Penalty: 2990.815674
	Iteration 38Q: 3 clusters Score -1236426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1236428.750000 Penalty: 2990.815674
	Iteration 39Q: 3 clusters Score -1236429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1236434.000000 Penalty: 2990.815674
	Iteration 40F: 3 clusters Score -1236434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1236438.500000 Penalty: 2990.815674
	Iteration 41Q: 3 clusters Score -1236438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1236445.875000 Penalty: 2990.815674
	Iteration 42Q: 3 clusters Score -1236446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1236448.250000 Penalty: 2990.815674
	Iteration 43Q: 3 clusters Score -1236448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1236453.625000 Penalty: 2990.815674
	Iteration 44Q: 3 clusters Score -1236454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1236456.750000 Penalty: 2990.815674
	Iteration 45Q: 3 clusters Score -1236457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1236458.500000 Penalty: 2990.815674
	Iteration 46Q: 3 clusters Score -1236458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1236467.375000 Penalty: 2990.815674
	Iteration 47Q: 3 clusters Score -1236467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1236474.000000 Penalty: 2990.815674
	Iteration 48Q: 3 clusters Score -1236474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1236474.250000 Penalty: 2990.815674
	Iteration 49Q: 3 clusters Score -1236474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1236480.875000 Penalty: 2990.815674
	Iteration 50Q: 3 clusters Score -1236481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1236482.375000 Penalty: 2990.815674
	Iteration 51Q: 3 clusters Score -1236482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1236486.125000 Penalty: 2990.815674
	Iteration 52Q: 3 clusters Score -1236486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1236485.500000 Penalty: 2990.815674
	Iteration 53Q: 3 clusters Score -1236486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1236486.125000 Penalty: 2990.815674
	Iteration 54Q: 3 clusters Score -1236486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1236486.125000 Penalty: 2990.815674
	Iteration 55F: 3 clusters Score -1236486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -234112.453125 Penalty: 1231.282227
	Iteration 0F: 2 clusters Score -234112.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -232057.500000 Penalty: 2462.564453
	Iteration 0F: 3 clusters Score -232057.5 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -232530.328125 Penalty: 2462.564453
	Iteration 1F: 3 clusters Score -232530.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -232658.015625 Penalty: 2462.564453
	Iteration 2F: 3 clusters Score -232658 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -232735.625000 Penalty: 2462.564453
	Iteration 3Q: 3 clusters Score -232735.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -232779.437500 Penalty: 2462.564453
	Iteration 4Q: 3 clusters Score -232779.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -232818.703125 Penalty: 2462.564453
	Iteration 5Q: 3 clusters Score -232818.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -232847.015625 Penalty: 2462.564453
	Iteration 6Q: 3 clusters Score -232847 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -232873.593750 Penalty: 2462.564453
	Iteration 7Q: 3 clusters Score -232873.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -232894.718750 Penalty: 2462.564453
	Iteration 8Q: 3 clusters Score -232894.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -232909.046875 Penalty: 2462.564453
	Iteration 9Q: 3 clusters Score -232909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -232928.875000 Penalty: 2462.564453
	Iteration 10Q: 3 clusters Score -232928.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -232964.125000 Penalty: 2462.564453
	Iteration 11Q: 3 clusters Score -232964.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -233001.031250 Penalty: 2462.564453
	Iteration 12Q: 3 clusters Score -233001 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -233063.515625 Penalty: 2462.564453
	Iteration 13Q: 3 clusters Score -233063.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -233134.796875 Penalty: 2462.564453
	Iteration 14Q: 3 clusters Score -233134.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -233209.562500 Penalty: 2462.564453
	Iteration 15Q: 3 clusters Score -233209.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -233266.453125 Penalty: 2462.564453
	Iteration 16Q: 3 clusters Score -233266.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -233312.234375 Penalty: 2462.564453
	Iteration 17Q: 3 clusters Score -233312.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -233340.015625 Penalty: 2462.564453
	Iteration 18Q: 3 clusters Score -233340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -233365.359375 Penalty: 2462.564453
	Iteration 19Q: 3 clusters Score -233365.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -233379.984375 Penalty: 2462.564453
	Iteration 20F: 3 clusters Score -233380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -233400.671875 Penalty: 2462.564453
	Iteration 21Q: 3 clusters Score -233400.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -233415.875000 Penalty: 2462.564453
	Iteration 22Q: 3 clusters Score -233415.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -233428.625000 Penalty: 2462.564453
	Iteration 23Q: 3 clusters Score -233428.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -233440.984375 Penalty: 2462.564453
	Iteration 24Q: 3 clusters Score -233441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -233448.171875 Penalty: 2462.564453
	Iteration 25Q: 3 clusters Score -233448.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -233453.250000 Penalty: 2462.564453
	Iteration 26Q: 3 clusters Score -233453.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -233456.890625 Penalty: 2462.564453
	Iteration 27Q: 3 clusters Score -233456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -233458.187500 Penalty: 2462.564453
	Iteration 28Q: 3 clusters Score -233458.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -233458.578125 Penalty: 2462.564453
	Iteration 29Q: 3 clusters Score -233458.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -233459.359375 Penalty: 2462.564453
	Iteration 30Q: 3 clusters Score -233459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -233459.937500 Penalty: 2462.564453
	Iteration 31Q: 3 clusters Score -233459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -233460.750000 Penalty: 2462.564453
	Iteration 32Q: 3 clusters Score -233460.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -233461.546875 Penalty: 2462.564453
	Iteration 33Q: 3 clusters Score -233461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -233461.671875 Penalty: 2462.564453
	Iteration 34Q: 3 clusters Score -233461.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -233461.671875 Penalty: 2462.564453
	Iteration 35F: 3 clusters Score -233461.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -167744.984375 Penalty: 1174.377075
	Iteration 0F: 2 clusters Score -167745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -166051.593750 Penalty: 2348.754150
	Iteration 0F: 3 clusters Score -166051.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -166395.343750 Penalty: 2348.754150
	Iteration 1F: 3 clusters Score -166395.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -166468.109375 Penalty: 2348.754150
	Iteration 2F: 3 clusters Score -166468.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -166508.390625 Penalty: 2348.754150
	Iteration 3Q: 3 clusters Score -166508.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -166536.218750 Penalty: 2348.754150
	Iteration 4Q: 3 clusters Score -166536.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -166565.859375 Penalty: 2348.754150
	Iteration 5Q: 3 clusters Score -166565.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -166589.703125 Penalty: 2348.754150
	Iteration 6Q: 3 clusters Score -166589.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -166598.406250 Penalty: 2348.754150
	Iteration 7Q: 3 clusters Score -166598.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -166604.734375 Penalty: 2348.754150
	Iteration 8Q: 3 clusters Score -166604.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -166608.968750 Penalty: 2348.754150
	Iteration 9Q: 3 clusters Score -166609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -166612.406250 Penalty: 2348.754150
	Iteration 10Q: 3 clusters Score -166612.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -166615.890625 Penalty: 2348.754150
	Iteration 11Q: 3 clusters Score -166615.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -166618.328125 Penalty: 2348.754150
	Iteration 12Q: 3 clusters Score -166618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -166620.312500 Penalty: 2348.754150
	Iteration 13Q: 3 clusters Score -166620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -166621.531250 Penalty: 2348.754150
	Iteration 14Q: 3 clusters Score -166621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -166621.796875 Penalty: 2348.754150
	Iteration 15Q: 3 clusters Score -166621.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -166621.796875 Penalty: 2348.754150
	Iteration 16F: 3 clusters Score -166621.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Entering Unmasked Estep 
Score: -1128424.125000 Penalty: 1483.236816
	Iteration 0F: 2 clusters Score -1128424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1121765.375000 Penalty: 2966.473633
	Iteration 0F: 3 clusters Score -1121765 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1123904.375000 Penalty: 2966.473633
	Iteration 1F: 3 clusters Score -1123904 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1124110.500000 Penalty: 2966.473633
	Iteration 2F: 3 clusters Score -1124110 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1124264.250000 Penalty: 2966.473633
	Iteration 3Q: 3 clusters Score -1124264 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1124431.625000 Penalty: 2966.473633
	Iteration 4Q: 3 clusters Score -1124432 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1124662.625000 Penalty: 2966.473633
	Iteration 5Q: 3 clusters Score -1124663 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1124945.500000 Penalty: 2966.473633
	Iteration 6F: 3 clusters Score -1124946 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1125294.375000 Penalty: 2966.473633
	Iteration 7F: 3 clusters Score -1125294 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1125690.000000 Penalty: 2966.473633
	Iteration 8F: 3 clusters Score -1125690 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1126087.750000 Penalty: 2966.473633
	Iteration 9F: 3 clusters Score -1126088 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1126454.625000 Penalty: 2966.473633
	Iteration 10Q: 3 clusters Score -1126455 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1126803.000000 Penalty: 2966.473633
	Iteration 11Q: 3 clusters Score -1126803 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1127077.875000 Penalty: 2966.473633
	Iteration 12Q: 3 clusters Score -1127078 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1127245.375000 Penalty: 2966.473633
	Iteration 13Q: 3 clusters Score -1127245 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1127345.000000 Penalty: 2966.473633
	Iteration 14Q: 3 clusters Score -1127345 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1127404.625000 Penalty: 2966.473633
	Iteration 15Q: 3 clusters Score -1127405 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1127442.750000 Penalty: 2966.473633
	Iteration 16Q: 3 clusters Score -1127443 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1127471.875000 Penalty: 2966.473633
	Iteration 17Q: 3 clusters Score -1127472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1127488.375000 Penalty: 2966.473633
	Iteration 18Q: 3 clusters Score -1127488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1127500.500000 Penalty: 2966.473633
	Iteration 19Q: 3 clusters Score -1127500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1127510.125000 Penalty: 2966.473633
	Iteration 20F: 3 clusters Score -1127510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1127518.500000 Penalty: 2966.473633
	Iteration 21Q: 3 clusters Score -1127518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1127522.750000 Penalty: 2966.473633
	Iteration 22Q: 3 clusters Score -1127523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1127525.875000 Penalty: 2966.473633
	Iteration 23Q: 3 clusters Score -1127526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1127532.125000 Penalty: 2966.473633
	Iteration 24Q: 3 clusters Score -1127532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1127532.875000 Penalty: 2966.473633
	Iteration 25Q: 3 clusters Score -1127533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1127534.750000 Penalty: 2966.473633
	Iteration 26Q: 3 clusters Score -1127535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1127535.000000 Penalty: 2966.473633
	Iteration 27Q: 3 clusters Score -1127535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1127534.875000 Penalty: 2966.473633
	Iteration 28Q: 3 clusters Score -1127535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1127534.750000 Penalty: 2966.473633
	Iteration 29Q: 3 clusters Score -1127535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1127533.875000 Penalty: 2966.473633
	Iteration 30Q: 3 clusters Score -1127534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1127533.875000 Penalty: 2966.473633
	Iteration 31F: 3 clusters Score -1127534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Entering Unmasked Estep 
Score: -2450678.250000 Penalty: 1607.683594
	Iteration 0F: 2 clusters Score -2450678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2437117.000000 Penalty: 3215.367188
	Iteration 0F: 3 clusters Score -2437117 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2441935.000000 Penalty: 3215.367188
	Iteration 1F: 3 clusters Score -2441935 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -2442289.000000 Penalty: 3215.367188
	Iteration 2F: 3 clusters Score -2442289 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2442650.500000 Penalty: 3215.367188
	Iteration 3Q: 3 clusters Score -2442650 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2443059.000000 Penalty: 3215.367188
	Iteration 4Q: 3 clusters Score -2443059 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2443461.500000 Penalty: 3215.367188
	Iteration 5Q: 3 clusters Score -2443462 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2443800.750000 Penalty: 3215.367188
	Iteration 6Q: 3 clusters Score -2443801 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2444109.000000 Penalty: 3215.367188
	Iteration 7Q: 3 clusters Score -2444109 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2444405.250000 Penalty: 3215.367188
	Iteration 8Q: 3 clusters Score -2444405 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -2444707.500000 Penalty: 3215.367188
	Iteration 9Q: 3 clusters Score -2444708 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2445064.250000 Penalty: 3215.367188
	Iteration 10Q: 3 clusters Score -2445064 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2445463.750000 Penalty: 3215.367188
	Iteration 11Q: 3 clusters Score -2445464 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2445943.500000 Penalty: 3215.367188
	Iteration 12Q: 3 clusters Score -2445944 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2446439.500000 Penalty: 3215.367188
	Iteration 13Q: 3 clusters Score -2446440 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -2446888.250000 Penalty: 3215.367188
	Iteration 14Q: 3 clusters Score -2446888 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2447303.750000 Penalty: 3215.367188
	Iteration 15Q: 3 clusters Score -2447304 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -2447630.750000 Penalty: 3215.367188
	Iteration 16Q: 3 clusters Score -2447631 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2447896.250000 Penalty: 3215.367188
	Iteration 17Q: 3 clusters Score -2447896 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2448145.250000 Penalty: 3215.367188
	Iteration 18Q: 3 clusters Score -2448145 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -2448383.000000 Penalty: 3215.367188
	Iteration 19Q: 3 clusters Score -2448383 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2448648.000000 Penalty: 3215.367188
	Iteration 20F: 3 clusters Score -2448648 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2448844.250000 Penalty: 3215.367188
	Iteration 21Q: 3 clusters Score -2448844 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2448992.250000 Penalty: 3215.367188
	Iteration 22Q: 3 clusters Score -2448992 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2449106.500000 Penalty: 3215.367188
	Iteration 23Q: 3 clusters Score -2449106 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2449201.000000 Penalty: 3215.367188
	Iteration 24Q: 3 clusters Score -2449201 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2449286.750000 Penalty: 3215.367188
	Iteration 25Q: 3 clusters Score -2449287 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2449352.000000 Penalty: 3215.367188
	Iteration 26Q: 3 clusters Score -2449352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2449395.000000 Penalty: 3215.367188
	Iteration 27Q: 3 clusters Score -2449395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2449421.250000 Penalty: 3215.367188
	Iteration 28Q: 3 clusters Score -2449421 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2449450.250000 Penalty: 3215.367188
	Iteration 29Q: 3 clusters Score -2449450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2449484.250000 Penalty: 3215.367188
	Iteration 30Q: 3 clusters Score -2449484 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2449502.500000 Penalty: 3215.367188
	Iteration 31Q: 3 clusters Score -2449502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2449522.000000 Penalty: 3215.367188
	Iteration 32Q: 3 clusters Score -2449522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2449528.750000 Penalty: 3215.367188
	Iteration 33Q: 3 clusters Score -2449529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2449544.750000 Penalty: 3215.367188
	Iteration 34Q: 3 clusters Score -2449545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2449563.500000 Penalty: 3215.367188
	Iteration 35Q: 3 clusters Score -2449564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2449575.500000 Penalty: 3215.367188
	Iteration 36Q: 3 clusters Score -2449576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2449594.250000 Penalty: 3215.367188
	Iteration 37Q: 3 clusters Score -2449594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2449604.500000 Penalty: 3215.367188
	Iteration 38Q: 3 clusters Score -2449604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2449609.250000 Penalty: 3215.367188
	Iteration 39Q: 3 clusters Score -2449609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2449613.000000 Penalty: 3215.367188
	Iteration 40F: 3 clusters Score -2449613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2449618.750000 Penalty: 3215.367188
	Iteration 41Q: 3 clusters Score -2449619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2449622.750000 Penalty: 3215.367188
	Iteration 42Q: 3 clusters Score -2449623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2449628.000000 Penalty: 3215.367188
	Iteration 43Q: 3 clusters Score -2449628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2449640.750000 Penalty: 3215.367188
	Iteration 44Q: 3 clusters Score -2449641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2449641.250000 Penalty: 3215.367188
	Iteration 45Q: 3 clusters Score -2449641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2449648.250000 Penalty: 3215.367188
	Iteration 46Q: 3 clusters Score -2449648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -2449663.000000 Penalty: 3215.367188
	Iteration 47Q: 3 clusters Score -2449663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2449669.000000 Penalty: 3215.367188
	Iteration 48Q: 3 clusters Score -2449669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2449678.250000 Penalty: 3215.367188
	Iteration 49Q: 3 clusters Score -2449678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2449688.250000 Penalty: 3215.367188
	Iteration 50Q: 3 clusters Score -2449688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2449691.750000 Penalty: 3215.367188
	Iteration 51Q: 3 clusters Score -2449692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2449696.250000 Penalty: 3215.367188
	Iteration 52Q: 3 clusters Score -2449696 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2449703.000000 Penalty: 3215.367188
	Iteration 53Q: 3 clusters Score -2449703 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2449705.250000 Penalty: 3215.367188
	Iteration 54Q: 3 clusters Score -2449705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2449710.000000 Penalty: 3215.367188
	Iteration 55Q: 3 clusters Score -2449710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2449712.500000 Penalty: 3215.367188
	Iteration 56Q: 3 clusters Score -2449712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2449714.500000 Penalty: 3215.367188
	Iteration 57Q: 3 clusters Score -2449714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2449714.250000 Penalty: 3215.367188
	Iteration 58Q: 3 clusters Score -2449714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2449717.000000 Penalty: 3215.367188
	Iteration 59Q: 3 clusters Score -2449717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2449722.750000 Penalty: 3215.367188
	Iteration 60F: 3 clusters Score -2449723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -2449730.250000 Penalty: 3215.367188
	Iteration 61Q: 3 clusters Score -2449730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2449731.000000 Penalty: 3215.367188
	Iteration 62Q: 3 clusters Score -2449731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2449730.250000 Penalty: 3215.367188
	Iteration 63Q: 3 clusters Score -2449730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2449732.750000 Penalty: 3215.367188
	Iteration 64Q: 3 clusters Score -2449733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2449736.500000 Penalty: 3215.367188
	Iteration 65Q: 3 clusters Score -2449736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2449741.750000 Penalty: 3215.367188
	Iteration 66Q: 3 clusters Score -2449742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2449743.500000 Penalty: 3215.367188
	Iteration 67Q: 3 clusters Score -2449744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2449745.750000 Penalty: 3215.367188
	Iteration 68Q: 3 clusters Score -2449746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2449748.500000 Penalty: 3215.367188
	Iteration 69Q: 3 clusters Score -2449748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2449746.750000 Penalty: 3215.367188
	Iteration 70Q: 3 clusters Score -2449747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2449747.000000 Penalty: 3215.367188
	Iteration 71Q: 3 clusters Score -2449747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2449747.000000 Penalty: 3215.367188
	Iteration 72F: 3 clusters Score -2449747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Entering Unmasked Estep 
Score: -232076.531250 Penalty: 1225.953979
	Iteration 0F: 2 clusters Score -232076.5 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 981 members 
Entering Unmasked Estep 
Score: -230095.125000 Penalty: 2451.907959
	Iteration 0F: 3 clusters Score -230095.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -230492.375000 Penalty: 2451.907959
	Iteration 1F: 3 clusters Score -230492.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -230587.875000 Penalty: 2451.907959
	Iteration 2F: 3 clusters Score -230587.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -230642.593750 Penalty: 2451.907959
	Iteration 3Q: 3 clusters Score -230642.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -230692.484375 Penalty: 2451.907959
	Iteration 4Q: 3 clusters Score -230692.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -230740.343750 Penalty: 2451.907959
	Iteration 5Q: 3 clusters Score -230740.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -230780.593750 Penalty: 2451.907959
	Iteration 6Q: 3 clusters Score -230780.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -230810.343750 Penalty: 2451.907959
	Iteration 7Q: 3 clusters Score -230810.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -230834.703125 Penalty: 2451.907959
	Iteration 8Q: 3 clusters Score -230834.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -230862.390625 Penalty: 2451.907959
	Iteration 9Q: 3 clusters Score -230862.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -230886.531250 Penalty: 2451.907959
	Iteration 10Q: 3 clusters Score -230886.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -230913.093750 Penalty: 2451.907959
	Iteration 11Q: 3 clusters Score -230913.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -230939.656250 Penalty: 2451.907959
	Iteration 12Q: 3 clusters Score -230939.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -230970.968750 Penalty: 2451.907959
	Iteration 13Q: 3 clusters Score -230971 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -230996.359375 Penalty: 2451.907959
	Iteration 14Q: 3 clusters Score -230996.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -231029.875000 Penalty: 2451.907959
	Iteration 15Q: 3 clusters Score -231029.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -231058.421875 Penalty: 2451.907959
	Iteration 16Q: 3 clusters Score -231058.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -231079.312500 Penalty: 2451.907959
	Iteration 17Q: 3 clusters Score -231079.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -231087.437500 Penalty: 2451.907959
	Iteration 18Q: 3 clusters Score -231087.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -231092.375000 Penalty: 2451.907959
	Iteration 19Q: 3 clusters Score -231092.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -231099.093750 Penalty: 2451.907959
	Iteration 20F: 3 clusters Score -231099.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -231103.187500 Penalty: 2451.907959
	Iteration 21Q: 3 clusters Score -231103.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -231104.093750 Penalty: 2451.907959
	Iteration 22Q: 3 clusters Score -231104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -231105.343750 Penalty: 2451.907959
	Iteration 23Q: 3 clusters Score -231105.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -231109.812500 Penalty: 2451.907959
	Iteration 24Q: 3 clusters Score -231109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -231111.359375 Penalty: 2451.907959
	Iteration 25Q: 3 clusters Score -231111.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -231113.296875 Penalty: 2451.907959
	Iteration 26Q: 3 clusters Score -231113.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -231115.687500 Penalty: 2451.907959
	Iteration 27Q: 3 clusters Score -231115.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -231116.156250 Penalty: 2451.907959
	Iteration 28Q: 3 clusters Score -231116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -231117.296875 Penalty: 2451.907959
	Iteration 29Q: 3 clusters Score -231117.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -231117.296875 Penalty: 2451.907959
	Iteration 30F: 3 clusters Score -231117.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Entering Unmasked Estep 
Score: -598006.187500 Penalty: 1382.410767
	Iteration 0F: 2 clusters Score -598006.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -594022.562500 Penalty: 2764.821533
	Iteration 0F: 3 clusters Score -594022.6 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -595084.250000 Penalty: 2764.821533
	Iteration 1F: 3 clusters Score -595084.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -595265.250000 Penalty: 2764.821533
	Iteration 2F: 3 clusters Score -595265.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -595415.687500 Penalty: 2764.821533
	Iteration 3F: 3 clusters Score -595415.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -595550.250000 Penalty: 2764.821533
	Iteration 4Q: 3 clusters Score -595550.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -595680.250000 Penalty: 2764.821533
	Iteration 5Q: 3 clusters Score -595680.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -595803.437500 Penalty: 2764.821533
	Iteration 6Q: 3 clusters Score -595803.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -595914.812500 Penalty: 2764.821533
	Iteration 7Q: 3 clusters Score -595914.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -596016.875000 Penalty: 2764.821533
	Iteration 8Q: 3 clusters Score -596016.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -596131.000000 Penalty: 2764.821533
	Iteration 9Q: 3 clusters Score -596131 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -596277.750000 Penalty: 2764.821533
	Iteration 10Q: 3 clusters Score -596277.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -596497.625000 Penalty: 2764.821533
	Iteration 11Q: 3 clusters Score -596497.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -596786.375000 Penalty: 2764.821533
	Iteration 12Q: 3 clusters Score -596786.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -597215.250000 Penalty: 2764.821533
	Iteration 13Q: 3 clusters Score -597215.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -597645.500000 Penalty: 2764.821533
	Iteration 14F: 3 clusters Score -597645.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -597874.812500 Penalty: 2764.821533
	Iteration 15Q: 3 clusters Score -597874.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -597992.812500 Penalty: 2764.821533
	Iteration 16Q: 3 clusters Score -597992.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -598045.750000 Penalty: 2764.821533
	Iteration 17Q: 3 clusters Score -598045.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -598073.562500 Penalty: 2764.821533
	Iteration 18Q: 3 clusters Score -598073.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -598103.875000 Penalty: 2764.821533
	Iteration 19Q: 3 clusters Score -598103.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -598125.500000 Penalty: 2764.821533
	Iteration 20F: 3 clusters Score -598125.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -598154.375000 Penalty: 2764.821533
	Iteration 21Q: 3 clusters Score -598154.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -598175.062500 Penalty: 2764.821533
	Iteration 22Q: 3 clusters Score -598175.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -598193.625000 Penalty: 2764.821533
	Iteration 23Q: 3 clusters Score -598193.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -598214.812500 Penalty: 2764.821533
	Iteration 24Q: 3 clusters Score -598214.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -598227.312500 Penalty: 2764.821533
	Iteration 25Q: 3 clusters Score -598227.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -598238.750000 Penalty: 2764.821533
	Iteration 26Q: 3 clusters Score -598238.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -598249.187500 Penalty: 2764.821533
	Iteration 27Q: 3 clusters Score -598249.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -598257.687500 Penalty: 2764.821533
	Iteration 28Q: 3 clusters Score -598257.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -598265.750000 Penalty: 2764.821533
	Iteration 29Q: 3 clusters Score -598265.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -598273.750000 Penalty: 2764.821533
	Iteration 30Q: 3 clusters Score -598273.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -598285.187500 Penalty: 2764.821533
	Iteration 31Q: 3 clusters Score -598285.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -598297.437500 Penalty: 2764.821533
	Iteration 32Q: 3 clusters Score -598297.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -598313.562500 Penalty: 2764.821533
	Iteration 33Q: 3 clusters Score -598313.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -598334.750000 Penalty: 2764.821533
	Iteration 34Q: 3 clusters Score -598334.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -598361.500000 Penalty: 2764.821533
	Iteration 35Q: 3 clusters Score -598361.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -598382.562500 Penalty: 2764.821533
	Iteration 36Q: 3 clusters Score -598382.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -598398.312500 Penalty: 2764.821533
	Iteration 37Q: 3 clusters Score -598398.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -598417.250000 Penalty: 2764.821533
	Iteration 38Q: 3 clusters Score -598417.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -598437.500000 Penalty: 2764.821533
	Iteration 39Q: 3 clusters Score -598437.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -598458.562500 Penalty: 2764.821533
	Iteration 40F: 3 clusters Score -598458.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -598482.437500 Penalty: 2764.821533
	Iteration 41Q: 3 clusters Score -598482.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -598515.437500 Penalty: 2764.821533
	Iteration 42Q: 3 clusters Score -598515.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -598542.437500 Penalty: 2764.821533
	Iteration 43Q: 3 clusters Score -598542.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -598552.125000 Penalty: 2764.821533
	Iteration 44Q: 3 clusters Score -598552.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -598561.375000 Penalty: 2764.821533
	Iteration 45Q: 3 clusters Score -598561.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -598565.250000 Penalty: 2764.821533
	Iteration 46Q: 3 clusters Score -598565.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -598565.062500 Penalty: 2764.821533
	Iteration 47Q: 3 clusters Score -598565.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -598568.812500 Penalty: 2764.821533
	Iteration 48Q: 3 clusters Score -598568.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -598570.437500 Penalty: 2764.821533
	Iteration 49Q: 3 clusters Score -598570.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -598573.500000 Penalty: 2764.821533
	Iteration 50Q: 3 clusters Score -598573.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -598573.187500 Penalty: 2764.821533
	Iteration 51Q: 3 clusters Score -598573.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -598573.187500 Penalty: 2764.821533
	Iteration 52F: 3 clusters Score -598573.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 56359 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 27478 members 
Mstep: Class 7 contains 14569 members 
Mstep: Class 8 contains 31246 members 
Mstep: Class 9 contains 19016 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 14129 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9206 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 2964 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 20034 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73809 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1559 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Mstep: Class 34 contains 1986 members 
Entering Unmasked Estep 
Score: -48245908.000000 Penalty: 71295.898438
Splitting cluster 20 changes total score from -48246052.000000 to -48245908.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -145040.562500 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -145040.6 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 592 members 
Entering Unmasked Estep 
Score: -143467.031250 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -143467 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -143742.906250 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -143742.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -143805.531250 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -143805.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -143848.906250 Penalty: 2297.709229
	Iteration 3Q: 3 clusters Score -143848.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -143873.812500 Penalty: 2297.709229
	Iteration 4Q: 3 clusters Score -143873.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143899.328125 Penalty: 2297.709229
	Iteration 5Q: 3 clusters Score -143899.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -143919.796875 Penalty: 2297.709229
	Iteration 6Q: 3 clusters Score -143919.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -143934.109375 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -143934.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -143943.687500 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -143943.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143948.921875 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -143948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -143952.375000 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -143952.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -143955.843750 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -143955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -143958.906250 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -143958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -143960.781250 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -143960.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143961.515625 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -143961.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143961.515625 Penalty: 2297.709229
	Iteration 15F: 3 clusters Score -143961.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Entering Unmasked Estep 
Score: -3543944.750000 Penalty: 1666.601440
	Iteration 0F: 2 clusters Score -3543945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -3524714.500000 Penalty: 3333.202881
	Iteration 0F: 3 clusters Score -3524714 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3532134.750000 Penalty: 3333.202881
	Iteration 1F: 3 clusters Score -3532135 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -3532744.500000 Penalty: 3333.202881
	Iteration 2F: 3 clusters Score -3532744 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -3533481.250000 Penalty: 3333.202881
	Iteration 3F: 3 clusters Score -3533481 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -3534390.500000 Penalty: 3333.202881
	Iteration 4F: 3 clusters Score -3534390 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -3535355.250000 Penalty: 3333.202881
	Iteration 5F: 3 clusters Score -3535355 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -3536501.000000 Penalty: 3333.202881
	Iteration 6F: 3 clusters Score -3536501 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -3537778.750000 Penalty: 3333.202881
	Iteration 7F: 3 clusters Score -3537779 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -3538976.750000 Penalty: 3333.202881
	Iteration 8Q: 3 clusters Score -3538977 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -3539734.000000 Penalty: 3333.202881
	Iteration 9Q: 3 clusters Score -3539734 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -3540151.500000 Penalty: 3333.202881
	Iteration 10Q: 3 clusters Score -3540152 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3540434.000000 Penalty: 3333.202881
	Iteration 11Q: 3 clusters Score -3540434 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -3540686.000000 Penalty: 3333.202881
	Iteration 12Q: 3 clusters Score -3540686 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -3540898.000000 Penalty: 3333.202881
	Iteration 13Q: 3 clusters Score -3540898 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -3541122.250000 Penalty: 3333.202881
	Iteration 14Q: 3 clusters Score -3541122 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3541338.250000 Penalty: 3333.202881
	Iteration 15Q: 3 clusters Score -3541338 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3541549.000000 Penalty: 3333.202881
	Iteration 16Q: 3 clusters Score -3541549 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3541707.500000 Penalty: 3333.202881
	Iteration 17Q: 3 clusters Score -3541708 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3541859.000000 Penalty: 3333.202881
	Iteration 18Q: 3 clusters Score -3541859 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3541988.250000 Penalty: 3333.202881
	Iteration 19Q: 3 clusters Score -3541988 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -3542088.500000 Penalty: 3333.202881
	Iteration 20F: 3 clusters Score -3542088 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -3542158.250000 Penalty: 3333.202881
	Iteration 21Q: 3 clusters Score -3542158 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -3542234.000000 Penalty: 3333.202881
	Iteration 22Q: 3 clusters Score -3542234 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3542308.500000 Penalty: 3333.202881
	Iteration 23Q: 3 clusters Score -3542308 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -3542365.250000 Penalty: 3333.202881
	Iteration 24Q: 3 clusters Score -3542365 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3542422.000000 Penalty: 3333.202881
	Iteration 25Q: 3 clusters Score -3542422 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -3542456.500000 Penalty: 3333.202881
	Iteration 26Q: 3 clusters Score -3542456 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -3542490.250000 Penalty: 3333.202881
	Iteration 27Q: 3 clusters Score -3542490 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -3542509.750000 Penalty: 3333.202881
	Iteration 28Q: 3 clusters Score -3542510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -3542533.000000 Penalty: 3333.202881
	Iteration 29Q: 3 clusters Score -3542533 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3542540.250000 Penalty: 3333.202881
	Iteration 30Q: 3 clusters Score -3542540 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3542559.500000 Penalty: 3333.202881
	Iteration 31Q: 3 clusters Score -3542560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -3542582.000000 Penalty: 3333.202881
	Iteration 32Q: 3 clusters Score -3542582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -3542597.750000 Penalty: 3333.202881
	Iteration 33Q: 3 clusters Score -3542598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -3542596.250000 Penalty: 3333.202881
	Iteration 34Q: 3 clusters Score -3542596 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3542604.250000 Penalty: 3333.202881
	Iteration 35Q: 3 clusters Score -3542604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -3542610.750000 Penalty: 3333.202881
	Iteration 36Q: 3 clusters Score -3542611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3542613.500000 Penalty: 3333.202881
	Iteration 37Q: 3 clusters Score -3542614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3542619.000000 Penalty: 3333.202881
	Iteration 38Q: 3 clusters Score -3542619 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3542632.250000 Penalty: 3333.202881
	Iteration 39Q: 3 clusters Score -3542632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -3542641.500000 Penalty: 3333.202881
	Iteration 40F: 3 clusters Score -3542642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -3542638.500000 Penalty: 3333.202881
	Iteration 41Q: 3 clusters Score -3542638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -3542652.250000 Penalty: 3333.202881
	Iteration 42Q: 3 clusters Score -3542652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -3542658.750000 Penalty: 3333.202881
	Iteration 43Q: 3 clusters Score -3542659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -3542663.750000 Penalty: 3333.202881
	Iteration 44Q: 3 clusters Score -3542664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -3542659.750000 Penalty: 3333.202881
	Iteration 45Q: 3 clusters Score -3542660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3542659.750000 Penalty: 3333.202881
	Iteration 46Q: 3 clusters Score -3542660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -3542663.000000 Penalty: 3333.202881
	Iteration 47Q: 3 clusters Score -3542663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3542666.000000 Penalty: 3333.202881
	Iteration 48Q: 3 clusters Score -3542666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -3542674.250000 Penalty: 3333.202881
	Iteration 49Q: 3 clusters Score -3542674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -3542673.250000 Penalty: 3333.202881
	Iteration 50Q: 3 clusters Score -3542673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3542675.000000 Penalty: 3333.202881
	Iteration 51Q: 3 clusters Score -3542675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -3542677.500000 Penalty: 3333.202881
	Iteration 52Q: 3 clusters Score -3542678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3542675.500000 Penalty: 3333.202881
	Iteration 53Q: 3 clusters Score -3542676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -3542674.250000 Penalty: 3333.202881
	Iteration 54Q: 3 clusters Score -3542674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3542670.250000 Penalty: 3333.202881
	Iteration 55Q: 3 clusters Score -3542670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -3542675.750000 Penalty: 3333.202881
	Iteration 56Q: 3 clusters Score -3542676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3542675.000000 Penalty: 3333.202881
	Iteration 57Q: 3 clusters Score -3542675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -3542673.000000 Penalty: 3333.202881
	Iteration 58Q: 3 clusters Score -3542673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -3542674.500000 Penalty: 3333.202881
	Iteration 59Q: 3 clusters Score -3542674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3542681.250000 Penalty: 3333.202881
	Iteration 60F: 3 clusters Score -3542681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3542683.500000 Penalty: 3333.202881
	Iteration 61Q: 3 clusters Score -3542684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -3542679.750000 Penalty: 3333.202881
	Iteration 62Q: 3 clusters Score -3542680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3542678.500000 Penalty: 3333.202881
	Iteration 63Q: 3 clusters Score -3542678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3542681.750000 Penalty: 3333.202881
	Iteration 64Q: 3 clusters Score -3542682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -3542683.000000 Penalty: 3333.202881
	Iteration 65Q: 3 clusters Score -3542683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3542683.500000 Penalty: 3333.202881
	Iteration 66Q: 3 clusters Score -3542684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -3542685.750000 Penalty: 3333.202881
	Iteration 67Q: 3 clusters Score -3542686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -3542685.750000 Penalty: 3333.202881
	Iteration 68Q: 3 clusters Score -3542686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -3542685.750000 Penalty: 3333.202881
	Iteration 69F: 3 clusters Score -3542686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Entering Unmasked Estep 
Score: -575435.687500 Penalty: 1381.191528
	Iteration 0F: 2 clusters Score -575435.7 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 2429 members 
Entering Unmasked Estep 
Score: -571505.375000 Penalty: 2762.383057
	Iteration 0F: 3 clusters Score -571505.4 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -572765.562500 Penalty: 2762.383057
	Iteration 1F: 3 clusters Score -572765.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -573201.875000 Penalty: 2762.383057
	Iteration 2F: 3 clusters Score -573201.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -573580.687500 Penalty: 2762.383057
	Iteration 3F: 3 clusters Score -573580.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -573897.562500 Penalty: 2762.383057
	Iteration 4F: 3 clusters Score -573897.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -574159.812500 Penalty: 2762.383057
	Iteration 5F: 3 clusters Score -574159.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -574363.187500 Penalty: 2762.383057
	Iteration 6Q: 3 clusters Score -574363.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -574494.687500 Penalty: 2762.383057
	Iteration 7Q: 3 clusters Score -574494.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -574583.750000 Penalty: 2762.383057
	Iteration 8Q: 3 clusters Score -574583.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -574642.562500 Penalty: 2762.383057
	Iteration 9Q: 3 clusters Score -574642.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -574681.375000 Penalty: 2762.383057
	Iteration 10Q: 3 clusters Score -574681.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -574703.875000 Penalty: 2762.383057
	Iteration 11Q: 3 clusters Score -574703.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -574716.312500 Penalty: 2762.383057
	Iteration 12Q: 3 clusters Score -574716.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -574727.687500 Penalty: 2762.383057
	Iteration 13Q: 3 clusters Score -574727.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -574736.687500 Penalty: 2762.383057
	Iteration 14Q: 3 clusters Score -574736.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -574742.875000 Penalty: 2762.383057
	Iteration 15Q: 3 clusters Score -574742.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -574755.062500 Penalty: 2762.383057
	Iteration 16Q: 3 clusters Score -574755.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -574764.187500 Penalty: 2762.383057
	Iteration 17Q: 3 clusters Score -574764.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -574773.500000 Penalty: 2762.383057
	Iteration 18Q: 3 clusters Score -574773.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -574779.125000 Penalty: 2762.383057
	Iteration 19Q: 3 clusters Score -574779.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -574782.750000 Penalty: 2762.383057
	Iteration 20F: 3 clusters Score -574782.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -574787.812500 Penalty: 2762.383057
	Iteration 21Q: 3 clusters Score -574787.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -574789.750000 Penalty: 2762.383057
	Iteration 22Q: 3 clusters Score -574789.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -574793.062500 Penalty: 2762.383057
	Iteration 23Q: 3 clusters Score -574793.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -574801.187500 Penalty: 2762.383057
	Iteration 24Q: 3 clusters Score -574801.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -574806.812500 Penalty: 2762.383057
	Iteration 25Q: 3 clusters Score -574806.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -574810.500000 Penalty: 2762.383057
	Iteration 26Q: 3 clusters Score -574810.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -574816.312500 Penalty: 2762.383057
	Iteration 27Q: 3 clusters Score -574816.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -574821.125000 Penalty: 2762.383057
	Iteration 28Q: 3 clusters Score -574821.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -574825.375000 Penalty: 2762.383057
	Iteration 29Q: 3 clusters Score -574825.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -574827.437500 Penalty: 2762.383057
	Iteration 30Q: 3 clusters Score -574827.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -574830.750000 Penalty: 2762.383057
	Iteration 31Q: 3 clusters Score -574830.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -574836.000000 Penalty: 2762.383057
	Iteration 32Q: 3 clusters Score -574836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -574838.937500 Penalty: 2762.383057
	Iteration 33Q: 3 clusters Score -574838.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -574843.437500 Penalty: 2762.383057
	Iteration 34Q: 3 clusters Score -574843.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -574845.750000 Penalty: 2762.383057
	Iteration 35Q: 3 clusters Score -574845.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -574848.000000 Penalty: 2762.383057
	Iteration 36Q: 3 clusters Score -574848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -574847.625000 Penalty: 2762.383057
	Iteration 37Q: 3 clusters Score -574847.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -574848.437500 Penalty: 2762.383057
	Iteration 38Q: 3 clusters Score -574848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -574850.250000 Penalty: 2762.383057
	Iteration 39Q: 3 clusters Score -574850.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -574851.375000 Penalty: 2762.383057
	Iteration 40F: 3 clusters Score -574851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -574853.875000 Penalty: 2762.383057
	Iteration 41Q: 3 clusters Score -574853.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -574855.875000 Penalty: 2762.383057
	Iteration 42Q: 3 clusters Score -574855.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -574857.625000 Penalty: 2762.383057
	Iteration 43Q: 3 clusters Score -574857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -574858.562500 Penalty: 2762.383057
	Iteration 44Q: 3 clusters Score -574858.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -574858.750000 Penalty: 2762.383057
	Iteration 45Q: 3 clusters Score -574858.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -574862.187500 Penalty: 2762.383057
	Iteration 46Q: 3 clusters Score -574862.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -574862.375000 Penalty: 2762.383057
	Iteration 47Q: 3 clusters Score -574862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -574863.937500 Penalty: 2762.383057
	Iteration 48Q: 3 clusters Score -574863.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -574865.250000 Penalty: 2762.383057
	Iteration 49Q: 3 clusters Score -574865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -574865.937500 Penalty: 2762.383057
	Iteration 50Q: 3 clusters Score -574865.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -574867.312500 Penalty: 2762.383057
	Iteration 51Q: 3 clusters Score -574867.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -574868.375000 Penalty: 2762.383057
	Iteration 52Q: 3 clusters Score -574868.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -574868.875000 Penalty: 2762.383057
	Iteration 53Q: 3 clusters Score -574868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -574869.687500 Penalty: 2762.383057
	Iteration 54Q: 3 clusters Score -574869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -574870.375000 Penalty: 2762.383057
	Iteration 55Q: 3 clusters Score -574870.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -574871.875000 Penalty: 2762.383057
	Iteration 56Q: 3 clusters Score -574871.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -574875.750000 Penalty: 2762.383057
	Iteration 57Q: 3 clusters Score -574875.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -574876.812500 Penalty: 2762.383057
	Iteration 58Q: 3 clusters Score -574876.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -574877.625000 Penalty: 2762.383057
	Iteration 59Q: 3 clusters Score -574877.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -574880.812500 Penalty: 2762.383057
	Iteration 60F: 3 clusters Score -574880.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -574881.375000 Penalty: 2762.383057
	Iteration 61Q: 3 clusters Score -574881.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -574882.750000 Penalty: 2762.383057
	Iteration 62Q: 3 clusters Score -574882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -574883.250000 Penalty: 2762.383057
	Iteration 63Q: 3 clusters Score -574883.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -574884.750000 Penalty: 2762.383057
	Iteration 64Q: 3 clusters Score -574884.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -574885.125000 Penalty: 2762.383057
	Iteration 65Q: 3 clusters Score -574885.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -574885.375000 Penalty: 2762.383057
	Iteration 66Q: 3 clusters Score -574885.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -574884.562500 Penalty: 2762.383057
	Iteration 67Q: 3 clusters Score -574884.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -574886.250000 Penalty: 2762.383057
	Iteration 68Q: 3 clusters Score -574886.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -574886.500000 Penalty: 2762.383057
	Iteration 69Q: 3 clusters Score -574886.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -574886.312500 Penalty: 2762.383057
	Iteration 70Q: 3 clusters Score -574886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -574887.562500 Penalty: 2762.383057
	Iteration 71Q: 3 clusters Score -574887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -574887.562500 Penalty: 2762.383057
	Iteration 72F: 3 clusters Score -574887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (20034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Entering Unmasked Estep 
Score: -2467477.000000 Penalty: 1609.592651
	Iteration 0F: 2 clusters Score -2467477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2453897.750000 Penalty: 3219.185303
	Iteration 0F: 3 clusters Score -2453898 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2458926.500000 Penalty: 3219.185303
	Iteration 1F: 3 clusters Score -2458926 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2459403.500000 Penalty: 3219.185303
	Iteration 2F: 3 clusters Score -2459404 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2459974.750000 Penalty: 3219.185303
	Iteration 3F: 3 clusters Score -2459975 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2460814.000000 Penalty: 3219.185303
	Iteration 4F: 3 clusters Score -2460814 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -2462127.000000 Penalty: 3219.185303
	Iteration 5F: 3 clusters Score -2462127 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2463982.750000 Penalty: 3219.185303
	Iteration 6F: 3 clusters Score -2463983 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2465965.750000 Penalty: 3219.185303
	Iteration 7F: 3 clusters Score -2465966 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -2467336.250000 Penalty: 3219.185303
	Iteration 8F: 3 clusters Score -2467336 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2468132.250000 Penalty: 3219.185303
	Iteration 9Q: 3 clusters Score -2468132 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2468602.500000 Penalty: 3219.185303
	Iteration 10Q: 3 clusters Score -2468602 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2468848.500000 Penalty: 3219.185303
	Iteration 11Q: 3 clusters Score -2468848 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2468973.000000 Penalty: 3219.185303
	Iteration 12Q: 3 clusters Score -2468973 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2469037.750000 Penalty: 3219.185303
	Iteration 13Q: 3 clusters Score -2469038 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2469060.000000 Penalty: 3219.185303
	Iteration 14Q: 3 clusters Score -2469060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2469065.500000 Penalty: 3219.185303
	Iteration 15Q: 3 clusters Score -2469066 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2469075.250000 Penalty: 3219.185303
	Iteration 16Q: 3 clusters Score -2469075 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2469087.250000 Penalty: 3219.185303
	Iteration 17Q: 3 clusters Score -2469087 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2469093.250000 Penalty: 3219.185303
	Iteration 18Q: 3 clusters Score -2469093 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -2469093.500000 Penalty: 3219.185303
	Iteration 19Q: 3 clusters Score -2469094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2469092.000000 Penalty: 3219.185303
	Iteration 20F: 3 clusters Score -2469092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2469095.000000 Penalty: 3219.185303
	Iteration 21Q: 3 clusters Score -2469095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2469098.500000 Penalty: 3219.185303
	Iteration 22Q: 3 clusters Score -2469098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2469098.500000 Penalty: 3219.185303
	Iteration 23F: 3 clusters Score -2469098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 56359 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 27478 members 
Mstep: Class 7 contains 14569 members 
Mstep: Class 8 contains 31246 members 
Mstep: Class 9 contains 19016 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 14129 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9206 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 5966 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73809 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 3263 members 
Mstep: Class 29 contains 1559 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Mstep: Class 34 contains 14068 members 
Entering Unmasked Estep 
Score: -48247044.000000 Penalty: 71295.898438
Splitting cluster 24 changes total score from -48246052.000000 to -48247044.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 25 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -244561.015625 Penalty: 1248.103516
	Iteration 0F: 2 clusters Score -244561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -242394.562500 Penalty: 2496.207031
	Iteration 0F: 3 clusters Score -242394.6 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -243058.921875 Penalty: 2496.207031
	Iteration 1F: 3 clusters Score -243058.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -243277.468750 Penalty: 2496.207031
	Iteration 2F: 3 clusters Score -243277.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -243405.828125 Penalty: 2496.207031
	Iteration 3F: 3 clusters Score -243405.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -243476.593750 Penalty: 2496.207031
	Iteration 4Q: 3 clusters Score -243476.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -243523.937500 Penalty: 2496.207031
	Iteration 5Q: 3 clusters Score -243523.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -243572.265625 Penalty: 2496.207031
	Iteration 6Q: 3 clusters Score -243572.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -243610.750000 Penalty: 2496.207031
	Iteration 7Q: 3 clusters Score -243610.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -243632.390625 Penalty: 2496.207031
	Iteration 8Q: 3 clusters Score -243632.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -243649.796875 Penalty: 2496.207031
	Iteration 9Q: 3 clusters Score -243649.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -243672.890625 Penalty: 2496.207031
	Iteration 10Q: 3 clusters Score -243672.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -243685.093750 Penalty: 2496.207031
	Iteration 11Q: 3 clusters Score -243685.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -243694.078125 Penalty: 2496.207031
	Iteration 12Q: 3 clusters Score -243694.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -243703.015625 Penalty: 2496.207031
	Iteration 13Q: 3 clusters Score -243703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -243708.125000 Penalty: 2496.207031
	Iteration 14Q: 3 clusters Score -243708.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -243710.593750 Penalty: 2496.207031
	Iteration 15Q: 3 clusters Score -243710.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -243712.875000 Penalty: 2496.207031
	Iteration 16Q: 3 clusters Score -243712.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -243714.484375 Penalty: 2496.207031
	Iteration 17Q: 3 clusters Score -243714.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -243715.734375 Penalty: 2496.207031
	Iteration 18Q: 3 clusters Score -243715.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -243716.375000 Penalty: 2496.207031
	Iteration 19Q: 3 clusters Score -243716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -243716.687500 Penalty: 2496.207031
	Iteration 20F: 3 clusters Score -243716.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (73809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73809 members 
Entering Unmasked Estep 
Score: -9125106.000000 Penalty: 1821.500854
	Iteration 0F: 2 clusters Score -9125106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 36738 members 
Entering Unmasked Estep 
Score: -9075869.000000 Penalty: 3643.001709
	Iteration 0F: 3 clusters Score -9075869 nChanged 35022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 34952 members 
Entering Unmasked Estep 
Score: -9096090.000000 Penalty: 3643.001709
	Iteration 1F: 3 clusters Score -9096090 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 34002 members 
Entering Unmasked Estep 
Score: -9096741.000000 Penalty: 3643.001709
	Iteration 2Q: 3 clusters Score -9096741 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41371 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -9097674.000000 Penalty: 3643.001709
	Iteration 3Q: 3 clusters Score -9097674 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -9099156.000000 Penalty: 3643.001709
	Iteration 4Q: 3 clusters Score -9099156 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -9101463.000000 Penalty: 3643.001709
	Iteration 5F: 3 clusters Score -9101463 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -9105108.000000 Penalty: 3643.001709
	Iteration 6F: 3 clusters Score -9105108 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -9109800.000000 Penalty: 3643.001709
	Iteration 7F: 3 clusters Score -9109800 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61149 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -9114072.000000 Penalty: 3643.001709
	Iteration 8F: 3 clusters Score -9114072 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64333 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -9116968.000000 Penalty: 3643.001709
	Iteration 9Q: 3 clusters Score -9116968 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -9118800.000000 Penalty: 3643.001709
	Iteration 10Q: 3 clusters Score -9118800 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -9120064.000000 Penalty: 3643.001709
	Iteration 11Q: 3 clusters Score -9120064 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69541 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -9121020.000000 Penalty: 3643.001709
	Iteration 12Q: 3 clusters Score -9121020 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70543 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -9121644.000000 Penalty: 3643.001709
	Iteration 13Q: 3 clusters Score -9121644 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71336 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -9122152.000000 Penalty: 3643.001709
	Iteration 14Q: 3 clusters Score -9122152 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9122563.000000 Penalty: 3643.001709
	Iteration 15Q: 3 clusters Score -9122563 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72429 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9122862.000000 Penalty: 3643.001709
	Iteration 16Q: 3 clusters Score -9122862 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72770 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9123068.000000 Penalty: 3643.001709
	Iteration 17Q: 3 clusters Score -9123068 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73013 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9123248.000000 Penalty: 3643.001709
	Iteration 18Q: 3 clusters Score -9123248 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73171 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9123320.000000 Penalty: 3643.001709
	Iteration 19Q: 3 clusters Score -9123320 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73274 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9123383.000000 Penalty: 3643.001709
	Iteration 20F: 3 clusters Score -9123383 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73341 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9123426.000000 Penalty: 3643.001709
	Iteration 21Q: 3 clusters Score -9123426 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73392 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9123458.000000 Penalty: 3643.001709
	Iteration 22Q: 3 clusters Score -9123458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73422 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9123486.000000 Penalty: 3643.001709
	Iteration 23Q: 3 clusters Score -9123486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9123489.000000 Penalty: 3643.001709
	Iteration 24Q: 3 clusters Score -9123489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73456 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9123495.000000 Penalty: 3643.001709
	Iteration 25Q: 3 clusters Score -9123495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73469 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9123500.000000 Penalty: 3643.001709
	Iteration 26Q: 3 clusters Score -9123500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73479 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9123519.000000 Penalty: 3643.001709
	Iteration 27Q: 3 clusters Score -9123519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73489 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9123528.000000 Penalty: 3643.001709
	Iteration 28Q: 3 clusters Score -9123528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73494 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9123541.000000 Penalty: 3643.001709
	Iteration 29Q: 3 clusters Score -9123541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9123539.000000 Penalty: 3643.001709
	Iteration 30Q: 3 clusters Score -9123539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73506 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9123546.000000 Penalty: 3643.001709
	Iteration 31Q: 3 clusters Score -9123546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73507 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9123545.000000 Penalty: 3643.001709
	Iteration 32Q: 3 clusters Score -9123545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73510 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -9123547.000000 Penalty: 3643.001709
	Iteration 33Q: 3 clusters Score -9123547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73513 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9123549.000000 Penalty: 3643.001709
	Iteration 34Q: 3 clusters Score -9123549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9123559.000000 Penalty: 3643.001709
	Iteration 35Q: 3 clusters Score -9123559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9123554.000000 Penalty: 3643.001709
	Iteration 36Q: 3 clusters Score -9123554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73517 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9123552.000000 Penalty: 3643.001709
	Iteration 37Q: 3 clusters Score -9123552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9123556.000000 Penalty: 3643.001709
	Iteration 38Q: 3 clusters Score -9123556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73518 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9123564.000000 Penalty: 3643.001709
	Iteration 39Q: 3 clusters Score -9123564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9123570.000000 Penalty: 3643.001709
	Iteration 40F: 3 clusters Score -9123570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73521 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9123562.000000 Penalty: 3643.001709
	Iteration 41Q: 3 clusters Score -9123562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73521 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9123562.000000 Penalty: 3643.001709
	Iteration 42F: 3 clusters Score -9123562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -121225.859375 Penalty: 1129.039795
	Iteration 0F: 2 clusters Score -121225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -119774.570312 Penalty: 2258.079590
	Iteration 0F: 3 clusters Score -119774.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -120038.734375 Penalty: 2258.079590
	Iteration 1F: 3 clusters Score -120038.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -120114.937500 Penalty: 2258.079590
	Iteration 2F: 3 clusters Score -120114.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -120159.625000 Penalty: 2258.079590
	Iteration 3Q: 3 clusters Score -120159.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -120183.390625 Penalty: 2258.079590
	Iteration 4Q: 3 clusters Score -120183.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -120200.781250 Penalty: 2258.079590
	Iteration 5Q: 3 clusters Score -120200.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -120216.687500 Penalty: 2258.079590
	Iteration 6Q: 3 clusters Score -120216.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -120227.335938 Penalty: 2258.079590
	Iteration 7Q: 3 clusters Score -120227.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -120238.781250 Penalty: 2258.079590
	Iteration 8Q: 3 clusters Score -120238.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -120249.695312 Penalty: 2258.079590
	Iteration 9Q: 3 clusters Score -120249.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -120256.531250 Penalty: 2258.079590
	Iteration 10Q: 3 clusters Score -120256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -120258.328125 Penalty: 2258.079590
	Iteration 11Q: 3 clusters Score -120258.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -120262.515625 Penalty: 2258.079590
	Iteration 12Q: 3 clusters Score -120262.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120266.210938 Penalty: 2258.079590
	Iteration 13Q: 3 clusters Score -120266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120270.898438 Penalty: 2258.079590
	Iteration 14Q: 3 clusters Score -120270.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -120281.843750 Penalty: 2258.079590
	Iteration 15Q: 3 clusters Score -120281.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120285.632812 Penalty: 2258.079590
	Iteration 16Q: 3 clusters Score -120285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120286.914062 Penalty: 2258.079590
	Iteration 17Q: 3 clusters Score -120286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120287.976562 Penalty: 2258.079590
	Iteration 18Q: 3 clusters Score -120288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120289.515625 Penalty: 2258.079590
	Iteration 19Q: 3 clusters Score -120289.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -120291.039062 Penalty: 2258.079590
	Iteration 20F: 3 clusters Score -120291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -120291.468750 Penalty: 2258.079590
	Iteration 21Q: 3 clusters Score -120291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -120292.093750 Penalty: 2258.079590
	Iteration 22Q: 3 clusters Score -120292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -120292.750000 Penalty: 2258.079590
	Iteration 23Q: 3 clusters Score -120292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -120292.750000 Penalty: 2258.079590
	Iteration 24F: 3 clusters Score -120292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Entering Unmasked Estep 
Score: -390334.375000 Penalty: 1314.690430
	Iteration 0F: 2 clusters Score -390334.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -387467.187500 Penalty: 2629.380859
	Iteration 0F: 3 clusters Score -387467.2 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -388206.500000 Penalty: 2629.380859
	Iteration 1F: 3 clusters Score -388206.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -388376.687500 Penalty: 2629.380859
	Iteration 2F: 3 clusters Score -388376.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -388503.875000 Penalty: 2629.380859
	Iteration 3F: 3 clusters Score -388503.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -388593.593750 Penalty: 2629.380859
	Iteration 4Q: 3 clusters Score -388593.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -388656.593750 Penalty: 2629.380859
	Iteration 5Q: 3 clusters Score -388656.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -388709.468750 Penalty: 2629.380859
	Iteration 6Q: 3 clusters Score -388709.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -388749.531250 Penalty: 2629.380859
	Iteration 7Q: 3 clusters Score -388749.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -388788.062500 Penalty: 2629.380859
	Iteration 8Q: 3 clusters Score -388788.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -388819.218750 Penalty: 2629.380859
	Iteration 9Q: 3 clusters Score -388819.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -388845.906250 Penalty: 2629.380859
	Iteration 10Q: 3 clusters Score -388845.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -388869.062500 Penalty: 2629.380859
	Iteration 11Q: 3 clusters Score -388869.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -388889.593750 Penalty: 2629.380859
	Iteration 12Q: 3 clusters Score -388889.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -388909.593750 Penalty: 2629.380859
	Iteration 13Q: 3 clusters Score -388909.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -388927.187500 Penalty: 2629.380859
	Iteration 14Q: 3 clusters Score -388927.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -388946.718750 Penalty: 2629.380859
	Iteration 15Q: 3 clusters Score -388946.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -388968.218750 Penalty: 2629.380859
	Iteration 16Q: 3 clusters Score -388968.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -388998.718750 Penalty: 2629.380859
	Iteration 17Q: 3 clusters Score -388998.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -389040.593750 Penalty: 2629.380859
	Iteration 18Q: 3 clusters Score -389040.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -389090.843750 Penalty: 2629.380859
	Iteration 19Q: 3 clusters Score -389090.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -389168.625000 Penalty: 2629.380859
	Iteration 20F: 3 clusters Score -389168.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -389247.187500 Penalty: 2629.380859
	Iteration 21Q: 3 clusters Score -389247.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -389329.656250 Penalty: 2629.380859
	Iteration 22Q: 3 clusters Score -389329.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -389413.593750 Penalty: 2629.380859
	Iteration 23Q: 3 clusters Score -389413.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -389526.000000 Penalty: 2629.380859
	Iteration 24Q: 3 clusters Score -389526 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -389653.281250 Penalty: 2629.380859
	Iteration 25Q: 3 clusters Score -389653.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -389824.843750 Penalty: 2629.380859
	Iteration 26Q: 3 clusters Score -389824.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -390004.906250 Penalty: 2629.380859
	Iteration 27Q: 3 clusters Score -390004.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -390110.375000 Penalty: 2629.380859
	Iteration 28Q: 3 clusters Score -390110.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -390177.218750 Penalty: 2629.380859
	Iteration 29Q: 3 clusters Score -390177.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -390229.375000 Penalty: 2629.380859
	Iteration 30Q: 3 clusters Score -390229.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -390278.000000 Penalty: 2629.380859
	Iteration 31Q: 3 clusters Score -390278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -390302.125000 Penalty: 2629.380859
	Iteration 32Q: 3 clusters Score -390302.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -390318.343750 Penalty: 2629.380859
	Iteration 33Q: 3 clusters Score -390318.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -390331.843750 Penalty: 2629.380859
	Iteration 34Q: 3 clusters Score -390331.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -390343.375000 Penalty: 2629.380859
	Iteration 35Q: 3 clusters Score -390343.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -390359.718750 Penalty: 2629.380859
	Iteration 36Q: 3 clusters Score -390359.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -390376.937500 Penalty: 2629.380859
	Iteration 37Q: 3 clusters Score -390376.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -390414.843750 Penalty: 2629.380859
	Iteration 38Q: 3 clusters Score -390414.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -390452.625000 Penalty: 2629.380859
	Iteration 39Q: 3 clusters Score -390452.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -390483.625000 Penalty: 2629.380859
	Iteration 40F: 3 clusters Score -390483.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -390510.531250 Penalty: 2629.380859
	Iteration 41Q: 3 clusters Score -390510.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -390527.937500 Penalty: 2629.380859
	Iteration 42Q: 3 clusters Score -390527.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -390541.468750 Penalty: 2629.380859
	Iteration 43Q: 3 clusters Score -390541.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -390549.968750 Penalty: 2629.380859
	Iteration 44Q: 3 clusters Score -390550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -390554.718750 Penalty: 2629.380859
	Iteration 45Q: 3 clusters Score -390554.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -390556.187500 Penalty: 2629.380859
	Iteration 46Q: 3 clusters Score -390556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -390556.937500 Penalty: 2629.380859
	Iteration 47Q: 3 clusters Score -390556.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -390558.156250 Penalty: 2629.380859
	Iteration 48Q: 3 clusters Score -390558.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -390558.750000 Penalty: 2629.380859
	Iteration 49Q: 3 clusters Score -390558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -390558.750000 Penalty: 2629.380859
	Iteration 50F: 3 clusters Score -390558.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 56359 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 27478 members 
Mstep: Class 7 contains 14569 members 
Mstep: Class 8 contains 31246 members 
Mstep: Class 9 contains 19016 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 14129 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9206 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 5966 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73809 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 1724 members 
Mstep: Class 29 contains 1559 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Mstep: Class 34 contains 14068 members 
Mstep: Class 35 contains 1539 members 
Entering Unmasked Estep 
Score: -48246472.000000 Penalty: 73392.835938
Splitting cluster 28 changes total score from -48246052.000000 to -48246472.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 29 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -180117.859375 Penalty: 1194.667480
	Iteration 0F: 2 clusters Score -180117.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -178317.625000 Penalty: 2389.334961
	Iteration 0F: 3 clusters Score -178317.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -178711.656250 Penalty: 2389.334961
	Iteration 1F: 3 clusters Score -178711.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -178847.937500 Penalty: 2389.334961
	Iteration 2F: 3 clusters Score -178847.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -178928.781250 Penalty: 2389.334961
	Iteration 3F: 3 clusters Score -178928.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -178974.859375 Penalty: 2389.334961
	Iteration 4Q: 3 clusters Score -178974.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -179004.125000 Penalty: 2389.334961
	Iteration 5Q: 3 clusters Score -179004.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -179027.312500 Penalty: 2389.334961
	Iteration 6Q: 3 clusters Score -179027.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -179049.265625 Penalty: 2389.334961
	Iteration 7Q: 3 clusters Score -179049.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -179065.375000 Penalty: 2389.334961
	Iteration 8Q: 3 clusters Score -179065.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -179082.500000 Penalty: 2389.334961
	Iteration 9Q: 3 clusters Score -179082.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -179092.500000 Penalty: 2389.334961
	Iteration 10Q: 3 clusters Score -179092.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -179099.843750 Penalty: 2389.334961
	Iteration 11Q: 3 clusters Score -179099.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -179104.281250 Penalty: 2389.334961
	Iteration 12Q: 3 clusters Score -179104.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -179110.046875 Penalty: 2389.334961
	Iteration 13Q: 3 clusters Score -179110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -179112.109375 Penalty: 2389.334961
	Iteration 14Q: 3 clusters Score -179112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -179112.968750 Penalty: 2389.334961
	Iteration 15Q: 3 clusters Score -179113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -179114.062500 Penalty: 2389.334961
	Iteration 16Q: 3 clusters Score -179114.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -179116.250000 Penalty: 2389.334961
	Iteration 17Q: 3 clusters Score -179116.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -179117.140625 Penalty: 2389.334961
	Iteration 18Q: 3 clusters Score -179117.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -179117.140625 Penalty: 2389.334961
	Iteration 19F: 3 clusters Score -179117.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -236055.484375 Penalty: 1226.640381
	Iteration 0F: 2 clusters Score -236055.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -234011.125000 Penalty: 2453.280762
	Iteration 0F: 3 clusters Score -234011.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -234448.765625 Penalty: 2453.280762
	Iteration 1F: 3 clusters Score -234448.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -234578.375000 Penalty: 2453.280762
	Iteration 2F: 3 clusters Score -234578.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -234656.390625 Penalty: 2453.280762
	Iteration 3F: 3 clusters Score -234656.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -234707.203125 Penalty: 2453.280762
	Iteration 4Q: 3 clusters Score -234707.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -234742.546875 Penalty: 2453.280762
	Iteration 5Q: 3 clusters Score -234742.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -234761.718750 Penalty: 2453.280762
	Iteration 6Q: 3 clusters Score -234761.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -234776.218750 Penalty: 2453.280762
	Iteration 7Q: 3 clusters Score -234776.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -234791.656250 Penalty: 2453.280762
	Iteration 8Q: 3 clusters Score -234791.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -234811.921875 Penalty: 2453.280762
	Iteration 9Q: 3 clusters Score -234811.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -234827.125000 Penalty: 2453.280762
	Iteration 10Q: 3 clusters Score -234827.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -234840.109375 Penalty: 2453.280762
	Iteration 11Q: 3 clusters Score -234840.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -234848.421875 Penalty: 2453.280762
	Iteration 12Q: 3 clusters Score -234848.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -234852.375000 Penalty: 2453.280762
	Iteration 13Q: 3 clusters Score -234852.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -234857.984375 Penalty: 2453.280762
	Iteration 14Q: 3 clusters Score -234858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -234859.812500 Penalty: 2453.280762
	Iteration 15Q: 3 clusters Score -234859.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -234861.250000 Penalty: 2453.280762
	Iteration 16Q: 3 clusters Score -234861.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -234862.468750 Penalty: 2453.280762
	Iteration 17Q: 3 clusters Score -234862.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -234863.531250 Penalty: 2453.280762
	Iteration 18Q: 3 clusters Score -234863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -234865.062500 Penalty: 2453.280762
	Iteration 19Q: 3 clusters Score -234865.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -234865.484375 Penalty: 2453.280762
	Iteration 20F: 3 clusters Score -234865.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -240402.406250 Penalty: 1232.937866
	Iteration 0F: 2 clusters Score -240402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -238342.796875 Penalty: 2465.875732
	Iteration 0F: 3 clusters Score -238342.8 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -238819.765625 Penalty: 2465.875732
	Iteration 1F: 3 clusters Score -238819.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -238920.765625 Penalty: 2465.875732
	Iteration 2F: 3 clusters Score -238920.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -238990.968750 Penalty: 2465.875732
	Iteration 3Q: 3 clusters Score -238991 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -239045.328125 Penalty: 2465.875732
	Iteration 4Q: 3 clusters Score -239045.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -239091.562500 Penalty: 2465.875732
	Iteration 5Q: 3 clusters Score -239091.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -239142.875000 Penalty: 2465.875732
	Iteration 6Q: 3 clusters Score -239142.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -239187.562500 Penalty: 2465.875732
	Iteration 7Q: 3 clusters Score -239187.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -239240.359375 Penalty: 2465.875732
	Iteration 8Q: 3 clusters Score -239240.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -239294.765625 Penalty: 2465.875732
	Iteration 9Q: 3 clusters Score -239294.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -239334.359375 Penalty: 2465.875732
	Iteration 10Q: 3 clusters Score -239334.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -239372.375000 Penalty: 2465.875732
	Iteration 11Q: 3 clusters Score -239372.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -239418.953125 Penalty: 2465.875732
	Iteration 12Q: 3 clusters Score -239419 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -239458.328125 Penalty: 2465.875732
	Iteration 13Q: 3 clusters Score -239458.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -239487.468750 Penalty: 2465.875732
	Iteration 14Q: 3 clusters Score -239487.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -239515.031250 Penalty: 2465.875732
	Iteration 15Q: 3 clusters Score -239515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -239538.796875 Penalty: 2465.875732
	Iteration 16Q: 3 clusters Score -239538.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -239563.390625 Penalty: 2465.875732
	Iteration 17Q: 3 clusters Score -239563.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -239581.640625 Penalty: 2465.875732
	Iteration 18Q: 3 clusters Score -239581.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -239593.375000 Penalty: 2465.875732
	Iteration 19Q: 3 clusters Score -239593.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -239600.906250 Penalty: 2465.875732
	Iteration 20F: 3 clusters Score -239600.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -239604.031250 Penalty: 2465.875732
	Iteration 21Q: 3 clusters Score -239604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -239608.390625 Penalty: 2465.875732
	Iteration 22Q: 3 clusters Score -239608.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -239611.328125 Penalty: 2465.875732
	Iteration 23Q: 3 clusters Score -239611.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -239612.484375 Penalty: 2465.875732
	Iteration 24Q: 3 clusters Score -239612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -239613.296875 Penalty: 2465.875732
	Iteration 25Q: 3 clusters Score -239613.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -239613.296875 Penalty: 2465.875732
	Iteration 26F: 3 clusters Score -239613.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -162256.562500 Penalty: 1165.394165
	Iteration 0F: 2 clusters Score -162256.6 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: -160577.718750 Penalty: 2330.788330
	Iteration 0F: 3 clusters Score -160577.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -160893.765625 Penalty: 2330.788330
	Iteration 1F: 3 clusters Score -160893.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -161003.390625 Penalty: 2330.788330
	Iteration 2F: 3 clusters Score -161003.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -161060.437500 Penalty: 2330.788330
	Iteration 3Q: 3 clusters Score -161060.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -161092.718750 Penalty: 2330.788330
	Iteration 4Q: 3 clusters Score -161092.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -161129.000000 Penalty: 2330.788330
	Iteration 5Q: 3 clusters Score -161129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -161156.015625 Penalty: 2330.788330
	Iteration 6Q: 3 clusters Score -161156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -161168.062500 Penalty: 2330.788330
	Iteration 7Q: 3 clusters Score -161168.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -161178.265625 Penalty: 2330.788330
	Iteration 8Q: 3 clusters Score -161178.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -161183.703125 Penalty: 2330.788330
	Iteration 9Q: 3 clusters Score -161183.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -161186.640625 Penalty: 2330.788330
	Iteration 10Q: 3 clusters Score -161186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -161187.640625 Penalty: 2330.788330
	Iteration 11Q: 3 clusters Score -161187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -161187.640625 Penalty: 2330.788330
	Iteration 12F: 3 clusters Score -161187.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Entering Unmasked Estep 
Score: -457697.062500 Penalty: 1336.818237
	Iteration 0F: 2 clusters Score -457697.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -454562.906250 Penalty: 2673.636475
	Iteration 0F: 3 clusters Score -454562.9 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -455658.656250 Penalty: 2673.636475
	Iteration 1F: 3 clusters Score -455658.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -455982.625000 Penalty: 2673.636475
	Iteration 2F: 3 clusters Score -455982.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -456231.906250 Penalty: 2673.636475
	Iteration 3F: 3 clusters Score -456231.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -456404.437500 Penalty: 2673.636475
	Iteration 4F: 3 clusters Score -456404.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -456565.343750 Penalty: 2673.636475
	Iteration 5Q: 3 clusters Score -456565.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -456717.281250 Penalty: 2673.636475
	Iteration 6Q: 3 clusters Score -456717.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -456820.187500 Penalty: 2673.636475
	Iteration 7Q: 3 clusters Score -456820.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -456879.593750 Penalty: 2673.636475
	Iteration 8Q: 3 clusters Score -456879.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -456923.281250 Penalty: 2673.636475
	Iteration 9Q: 3 clusters Score -456923.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -456978.187500 Penalty: 2673.636475
	Iteration 10Q: 3 clusters Score -456978.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -457028.312500 Penalty: 2673.636475
	Iteration 11Q: 3 clusters Score -457028.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -457089.875000 Penalty: 2673.636475
	Iteration 12Q: 3 clusters Score -457089.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -457124.687500 Penalty: 2673.636475
	Iteration 13Q: 3 clusters Score -457124.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -457143.906250 Penalty: 2673.636475
	Iteration 14Q: 3 clusters Score -457143.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -457158.250000 Penalty: 2673.636475
	Iteration 15Q: 3 clusters Score -457158.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -457172.468750 Penalty: 2673.636475
	Iteration 16Q: 3 clusters Score -457172.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -457184.656250 Penalty: 2673.636475
	Iteration 17Q: 3 clusters Score -457184.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -457189.375000 Penalty: 2673.636475
	Iteration 18Q: 3 clusters Score -457189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -457190.906250 Penalty: 2673.636475
	Iteration 19Q: 3 clusters Score -457190.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -457192.031250 Penalty: 2673.636475
	Iteration 20F: 3 clusters Score -457192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -457193.468750 Penalty: 2673.636475
	Iteration 21Q: 3 clusters Score -457193.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -457194.875000 Penalty: 2673.636475
	Iteration 22Q: 3 clusters Score -457194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -457195.843750 Penalty: 2673.636475
	Iteration 23Q: 3 clusters Score -457195.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -457198.281250 Penalty: 2673.636475
	Iteration 24Q: 3 clusters Score -457198.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -457201.312500 Penalty: 2673.636475
	Iteration 25Q: 3 clusters Score -457201.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -457204.312500 Penalty: 2673.636475
	Iteration 26Q: 3 clusters Score -457204.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -457205.593750 Penalty: 2673.636475
	Iteration 27Q: 3 clusters Score -457205.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -457205.812500 Penalty: 2673.636475
	Iteration 28Q: 3 clusters Score -457205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -457205.812500 Penalty: 2673.636475
	Iteration 29F: 3 clusters Score -457205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4429 members 
Mstep: Class 3 contains 56359 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 6 contains 27478 members 
Mstep: Class 7 contains 14569 members 
Mstep: Class 8 contains 31246 members 
Mstep: Class 9 contains 19016 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 11 contains 17678 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 14129 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 1376 members 
Mstep: Class 17 contains 9206 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 4950 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28453 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 5966 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73809 members 
Mstep: Class 27 contains 1041 members 
Mstep: Class 28 contains 1724 members 
Mstep: Class 29 contains 1559 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247124.000000 Penalty: 73392.835938
Iteration 119Q: 36 clusters Score -4.824712e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4389 members 
Mstep: Class 3 contains 56359 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8317 members 
Mstep: Class 6 contains 27475 members 
Mstep: Class 7 contains 14569 members 
Mstep: Class 8 contains 31246 members 
Mstep: Class 9 contains 19015 members 
Mstep: Class 10 contains 5531 members 
Mstep: Class 11 contains 17624 members 
Mstep: Class 12 contains 2243 members 
Mstep: Class 13 contains 14282 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 9205 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 1892 members 
Mstep: Class 20 contains 4958 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28654 members 
Mstep: Class 23 contains 4914 members 
Mstep: Class 24 contains 5999 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73811 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3741 members 
Mstep: Class 34 contains 13737 members 
Mstep: Class 35 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247624.000000 Penalty: 73392.835938
Iteration 120F: 36 clusters Score -4.824762e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4365 members 
Mstep: Class 3 contains 56345 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8311 members 
Mstep: Class 6 contains 27469 members 
Mstep: Class 7 contains 14569 members 
Mstep: Class 8 contains 31248 members 
Mstep: Class 9 contains 19009 members 
Mstep: Class 10 contains 5498 members 
Mstep: Class 11 contains 17579 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 14230 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 9205 members 
Mstep: Class 18 contains 19798 members 
Mstep: Class 19 contains 1895 members 
Mstep: Class 20 contains 4938 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28689 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 6012 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73809 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1758 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3746 members 
Mstep: Class 34 contains 13880 members 
Mstep: Class 35 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247796.000000 Penalty: 73392.835938
Iteration 121Q: 36 clusters Score -4.82478e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4332 members 
Mstep: Class 3 contains 56333 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8307 members 
Mstep: Class 6 contains 27467 members 
Mstep: Class 7 contains 14569 members 
Mstep: Class 8 contains 31251 members 
Mstep: Class 9 contains 19006 members 
Mstep: Class 10 contains 5484 members 
Mstep: Class 11 contains 17547 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 14191 members 
Mstep: Class 14 contains 9922 members 
Mstep: Class 15 contains 1932 members 
Mstep: Class 16 contains 1457 members 
Mstep: Class 17 contains 9205 members 
Mstep: Class 18 contains 19795 members 
Mstep: Class 19 contains 1897 members 
Mstep: Class 20 contains 4928 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28709 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 6057 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73806 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1763 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3747 members 
Mstep: Class 34 contains 13963 members 
Mstep: Class 35 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247776.000000 Penalty: 73392.835938
Iteration 122Q: 36 clusters Score -4.824778e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4309 members 
Mstep: Class 3 contains 56345 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8310 members 
Mstep: Class 6 contains 27461 members 
Mstep: Class 7 contains 14570 members 
Mstep: Class 8 contains 31254 members 
Mstep: Class 9 contains 19005 members 
Mstep: Class 10 contains 5472 members 
Mstep: Class 11 contains 17509 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 14153 members 
Mstep: Class 14 contains 9924 members 
Mstep: Class 15 contains 1928 members 
Mstep: Class 16 contains 1465 members 
Mstep: Class 17 contains 9205 members 
Mstep: Class 18 contains 19794 members 
Mstep: Class 19 contains 1899 members 
Mstep: Class 20 contains 4920 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28722 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 6087 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73800 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1769 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14023 members 
Mstep: Class 35 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247820.000000 Penalty: 73392.835938
Iteration 123Q: 36 clusters Score -4.824782e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4288 members 
Mstep: Class 3 contains 56343 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8306 members 
Mstep: Class 6 contains 27453 members 
Mstep: Class 7 contains 14570 members 
Mstep: Class 8 contains 31257 members 
Mstep: Class 9 contains 19005 members 
Mstep: Class 10 contains 5458 members 
Mstep: Class 11 contains 17484 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 14132 members 
Mstep: Class 14 contains 9926 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 16 contains 1471 members 
Mstep: Class 17 contains 9205 members 
Mstep: Class 18 contains 19794 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 4916 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28737 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 6108 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73796 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1769 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 14075 members 
Mstep: Class 35 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247792.000000 Penalty: 73392.835938
Iteration 124Q: 36 clusters Score -4.824779e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4266 members 
Mstep: Class 3 contains 56355 members 
Mstep: Class 4 contains 5722 members 
Mstep: Class 5 contains 8303 members 
Mstep: Class 6 contains 27446 members 
Mstep: Class 7 contains 14571 members 
Mstep: Class 8 contains 31260 members 
Mstep: Class 9 contains 19005 members 
Mstep: Class 10 contains 5444 members 
Mstep: Class 11 contains 17468 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 14117 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 16 contains 1473 members 
Mstep: Class 17 contains 9204 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1904 members 
Mstep: Class 20 contains 4914 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28754 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 6129 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73789 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1770 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 14104 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247804.000000 Penalty: 73392.835938
Iteration 125Q: 36 clusters Score -4.82478e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4248 members 
Mstep: Class 3 contains 56365 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8300 members 
Mstep: Class 6 contains 27443 members 
Mstep: Class 7 contains 14574 members 
Mstep: Class 8 contains 31261 members 
Mstep: Class 9 contains 19004 members 
Mstep: Class 10 contains 5437 members 
Mstep: Class 11 contains 17467 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 14101 members 
Mstep: Class 14 contains 9928 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 16 contains 1476 members 
Mstep: Class 17 contains 9201 members 
Mstep: Class 18 contains 19797 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4912 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28762 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 6146 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73778 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1773 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14128 members 
Mstep: Class 35 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247724.000000 Penalty: 73392.835938
Iteration 126Q: 36 clusters Score -4.824772e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4238 members 
Mstep: Class 3 contains 56365 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 27442 members 
Mstep: Class 7 contains 14576 members 
Mstep: Class 8 contains 31265 members 
Mstep: Class 9 contains 19002 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 17461 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 14095 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 16 contains 1477 members 
Mstep: Class 17 contains 9198 members 
Mstep: Class 18 contains 19799 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4910 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28765 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 6156 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 73776 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1774 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3747 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247780.000000 Penalty: 73392.835938
Iteration 127Q: 36 clusters Score -4.824778e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 56364 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27438 members 
Mstep: Class 7 contains 14576 members 
Mstep: Class 8 contains 31268 members 
Mstep: Class 9 contains 19002 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17454 members 
Mstep: Class 12 contains 2232 members 
Mstep: Class 13 contains 14082 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 16 contains 1480 members 
Mstep: Class 17 contains 9197 members 
Mstep: Class 18 contains 19801 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4909 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28767 members 
Mstep: Class 23 contains 4915 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73774 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1774 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3747 members 
Mstep: Class 34 contains 14167 members 
Mstep: Class 35 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247780.000000 Penalty: 73392.835938
Iteration 128Q: 36 clusters Score -4.824778e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 56366 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 27432 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31273 members 
Mstep: Class 9 contains 19003 members 
Mstep: Class 10 contains 5427 members 
Mstep: Class 11 contains 17455 members 
Mstep: Class 12 contains 2233 members 
Mstep: Class 13 contains 14068 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 16 contains 1482 members 
Mstep: Class 17 contains 9196 members 
Mstep: Class 18 contains 19801 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4908 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28768 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2162 members 
Mstep: Class 26 contains 73771 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1776 members 
Mstep: Class 29 contains 1558 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3746 members 
Mstep: Class 34 contains 14175 members 
Mstep: Class 35 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247736.000000 Penalty: 73392.835938
Iteration 129Q: 36 clusters Score -4.824774e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4218 members 
Mstep: Class 3 contains 56368 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 27425 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31283 members 
Mstep: Class 9 contains 19004 members 
Mstep: Class 10 contains 5424 members 
Mstep: Class 11 contains 17456 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 14059 members 
Mstep: Class 14 contains 9930 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 16 contains 1483 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19801 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4907 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28769 members 
Mstep: Class 23 contains 4911 members 
Mstep: Class 24 contains 6182 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73769 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1779 members 
Mstep: Class 29 contains 1559 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3747 members 
Mstep: Class 34 contains 14180 members 
Mstep: Class 35 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247760.000000 Penalty: 73392.835938
Iteration 130Q: 36 clusters Score -4.824776e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4211 members 
Mstep: Class 3 contains 56365 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 27419 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31290 members 
Mstep: Class 9 contains 19004 members 
Mstep: Class 10 contains 5425 members 
Mstep: Class 11 contains 17453 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 14055 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 1929 members 
Mstep: Class 16 contains 1485 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4907 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28770 members 
Mstep: Class 23 contains 4911 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73766 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1779 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14183 members 
Mstep: Class 35 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247788.000000 Penalty: 73392.835938
Iteration 131Q: 36 clusters Score -4.824779e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4207 members 
Mstep: Class 3 contains 56371 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27413 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31292 members 
Mstep: Class 9 contains 19004 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17451 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 14048 members 
Mstep: Class 14 contains 9931 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1487 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19801 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4905 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28769 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 6196 members 
Mstep: Class 25 contains 2162 members 
Mstep: Class 26 contains 73768 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14189 members 
Mstep: Class 35 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247740.000000 Penalty: 73392.835938
Iteration 132Q: 36 clusters Score -4.824774e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 56375 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 27408 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31299 members 
Mstep: Class 9 contains 19004 members 
Mstep: Class 10 contains 5428 members 
Mstep: Class 11 contains 17450 members 
Mstep: Class 12 contains 2234 members 
Mstep: Class 13 contains 14037 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1489 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19801 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28765 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 6204 members 
Mstep: Class 25 contains 2162 members 
Mstep: Class 26 contains 73766 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14190 members 
Mstep: Class 35 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247732.000000 Penalty: 73392.835938
Iteration 133Q: 36 clusters Score -4.824773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4199 members 
Mstep: Class 3 contains 56375 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27407 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31304 members 
Mstep: Class 9 contains 19002 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 17446 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 14031 members 
Mstep: Class 14 contains 9934 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28763 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 6215 members 
Mstep: Class 25 contains 2162 members 
Mstep: Class 26 contains 73763 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14193 members 
Mstep: Class 35 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247768.000000 Penalty: 73392.835938
Iteration 134Q: 36 clusters Score -4.824777e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56377 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27406 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31306 members 
Mstep: Class 9 contains 19003 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 17439 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 14030 members 
Mstep: Class 14 contains 9934 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19800 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28763 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 6222 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73760 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14195 members 
Mstep: Class 35 contains 1485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247716.000000 Penalty: 73392.835938
Iteration 135Q: 36 clusters Score -4.824772e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56376 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27406 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31306 members 
Mstep: Class 9 contains 19005 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 17435 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 14027 members 
Mstep: Class 14 contains 9934 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19799 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28762 members 
Mstep: Class 23 contains 4911 members 
Mstep: Class 24 contains 6226 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73760 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14197 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247748.000000 Penalty: 73392.835938
Iteration 136Q: 36 clusters Score -4.824775e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56379 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27404 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31309 members 
Mstep: Class 9 contains 19005 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 17434 members 
Mstep: Class 12 contains 2237 members 
Mstep: Class 13 contains 14024 members 
Mstep: Class 14 contains 9934 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19798 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28762 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 6225 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73756 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14201 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247736.000000 Penalty: 73392.835938
Iteration 137Q: 36 clusters Score -4.824774e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56383 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27400 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31311 members 
Mstep: Class 9 contains 19005 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 17432 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 14024 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19798 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28762 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73753 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14202 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247720.000000 Penalty: 73392.835938
Iteration 138Q: 36 clusters Score -4.824772e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56386 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27400 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31311 members 
Mstep: Class 9 contains 19005 members 
Mstep: Class 10 contains 5429 members 
Mstep: Class 11 contains 17429 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 14024 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28761 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 73753 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1898 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14203 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247696.000000 Penalty: 73392.835938
Iteration 139Q: 36 clusters Score -4.82477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56388 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27399 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31312 members 
Mstep: Class 9 contains 19006 members 
Mstep: Class 10 contains 5428 members 
Mstep: Class 11 contains 17428 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14022 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28760 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73753 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14204 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247700.000000 Penalty: 73392.835938
Iteration 140F: 36 clusters Score -4.82477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56388 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27397 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31313 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17428 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14022 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28759 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73752 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14206 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247684.000000 Penalty: 73392.835938
Iteration 141Q: 36 clusters Score -4.824768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56389 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27397 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17426 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14020 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28758 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73751 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14209 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247688.000000 Penalty: 73392.835938
Iteration 142Q: 36 clusters Score -4.824769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56391 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27397 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17424 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14017 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28758 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73751 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14212 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247680.000000 Penalty: 73392.835938
Iteration 143Q: 36 clusters Score -4.824768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56395 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27396 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17422 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14015 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28756 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73751 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14215 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247696.000000 Penalty: 73392.835938
Iteration 144Q: 36 clusters Score -4.82477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56396 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27394 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17422 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14015 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28755 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73751 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14217 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247676.000000 Penalty: 73392.835938
Iteration 145Q: 36 clusters Score -4.824768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56396 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27393 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17424 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14014 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28754 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73751 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14218 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247676.000000 Penalty: 73392.835938
Iteration 146Q: 36 clusters Score -4.824768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56395 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27392 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17425 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14013 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28755 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73752 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14218 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247688.000000 Penalty: 73392.835938
Iteration 147Q: 36 clusters Score -4.824769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56396 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27392 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17426 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14012 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28755 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73751 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14218 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247672.000000 Penalty: 73392.835938
Iteration 148Q: 36 clusters Score -4.824767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56397 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27391 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17426 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14012 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28755 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73751 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14218 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247668.000000 Penalty: 73392.835938
Iteration 149Q: 36 clusters Score -4.824767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56398 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27389 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17426 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14012 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28755 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73752 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14218 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247656.000000 Penalty: 73392.835938
Iteration 150Q: 36 clusters Score -4.824766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56399 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27387 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17426 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14012 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28755 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73753 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14218 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247668.000000 Penalty: 73392.835938
Iteration 151Q: 36 clusters Score -4.824767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56400 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27386 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17426 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14012 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28755 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73753 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14218 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247656.000000 Penalty: 73392.835938
Iteration 152Q: 36 clusters Score -4.824766e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56400 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27386 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 5426 members 
Mstep: Class 11 contains 17426 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14012 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28755 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73753 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14218 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247656.000000 Penalty: 73392.835938
Iteration 153F: 36 clusters Score -4.824766e+07 nChanged 0
Entering ConstructFrom: 
Score: -48247656.000000 Penalty: 73392.835938
Entering ConstructFrom: 
Trying to split cluster 1 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -102163.937500 Penalty: 1095.142212
	Iteration 0F: 2 clusters Score -102163.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100817.078125 Penalty: 2190.284424
	Iteration 0F: 3 clusters Score -100817.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -101060.960938 Penalty: 2190.284424
	Iteration 1F: 3 clusters Score -101061 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -101126.640625 Penalty: 2190.284424
	Iteration 2F: 3 clusters Score -101126.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -101142.757812 Penalty: 2190.284424
	Iteration 3Q: 3 clusters Score -101142.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -101153.460938 Penalty: 2190.284424
	Iteration 4Q: 3 clusters Score -101153.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -101155.359375 Penalty: 2190.284424
	Iteration 5Q: 3 clusters Score -101155.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -101156.843750 Penalty: 2190.284424
	Iteration 6Q: 3 clusters Score -101156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -101156.843750 Penalty: 2190.284424
	Iteration 7F: 3 clusters Score -101156.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -508417.031250 Penalty: 1355.517944
	Iteration 0F: 2 clusters Score -508417 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 2132 members 
Entering Unmasked Estep 
Score: -504993.531250 Penalty: 2711.035889
	Iteration 0F: 3 clusters Score -504993.5 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -505957.906250 Penalty: 2711.035889
	Iteration 1F: 3 clusters Score -505957.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -506270.937500 Penalty: 2711.035889
	Iteration 2F: 3 clusters Score -506270.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -506585.062500 Penalty: 2711.035889
	Iteration 3F: 3 clusters Score -506585.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -506841.687500 Penalty: 2711.035889
	Iteration 4F: 3 clusters Score -506841.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -507093.687500 Penalty: 2711.035889
	Iteration 5F: 3 clusters Score -507093.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -507290.875000 Penalty: 2711.035889
	Iteration 6Q: 3 clusters Score -507290.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -507476.625000 Penalty: 2711.035889
	Iteration 7Q: 3 clusters Score -507476.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -507679.062500 Penalty: 2711.035889
	Iteration 8Q: 3 clusters Score -507679.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -507866.437500 Penalty: 2711.035889
	Iteration 9Q: 3 clusters Score -507866.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -508026.812500 Penalty: 2711.035889
	Iteration 10Q: 3 clusters Score -508026.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -508123.062500 Penalty: 2711.035889
	Iteration 11Q: 3 clusters Score -508123.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -508154.625000 Penalty: 2711.035889
	Iteration 12Q: 3 clusters Score -508154.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -508166.281250 Penalty: 2711.035889
	Iteration 13Q: 3 clusters Score -508166.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -508176.218750 Penalty: 2711.035889
	Iteration 14Q: 3 clusters Score -508176.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -508180.937500 Penalty: 2711.035889
	Iteration 15Q: 3 clusters Score -508180.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -508185.312500 Penalty: 2711.035889
	Iteration 16Q: 3 clusters Score -508185.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -508185.156250 Penalty: 2711.035889
	Iteration 17Q: 3 clusters Score -508185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -508187.437500 Penalty: 2711.035889
	Iteration 18Q: 3 clusters Score -508187.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -508187.062500 Penalty: 2711.035889
	Iteration 19Q: 3 clusters Score -508187.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -508188.250000 Penalty: 2711.035889
	Iteration 20F: 3 clusters Score -508188.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -508189.468750 Penalty: 2711.035889
	Iteration 21Q: 3 clusters Score -508189.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -508189.093750 Penalty: 2711.035889
	Iteration 22Q: 3 clusters Score -508189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -508189.093750 Penalty: 2711.035889
	Iteration 23F: 3 clusters Score -508189.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56400 members 
Entering Unmasked Estep 
Score: -6968156.000000 Penalty: 1777.786499
	Iteration 0F: 2 clusters Score -6968156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -6931312.500000 Penalty: 3555.572998
	Iteration 0F: 3 clusters Score -6931312 nChanged 26466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -6946655.500000 Penalty: 3555.572998
	Iteration 1F: 3 clusters Score -6946656 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -6947588.500000 Penalty: 3555.572998
	Iteration 2Q: 3 clusters Score -6947588 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -6949089.500000 Penalty: 3555.572998
	Iteration 3F: 3 clusters Score -6949090 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -6951230.500000 Penalty: 3555.572998
	Iteration 4F: 3 clusters Score -6951230 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39137 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -6953858.500000 Penalty: 3555.572998
	Iteration 5F: 3 clusters Score -6953858 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -6956567.500000 Penalty: 3555.572998
	Iteration 6F: 3 clusters Score -6956568 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -6959111.500000 Penalty: 3555.572998
	Iteration 7F: 3 clusters Score -6959112 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -6961304.000000 Penalty: 3555.572998
	Iteration 8F: 3 clusters Score -6961304 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51891 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -6963264.500000 Penalty: 3555.572998
	Iteration 9Q: 3 clusters Score -6963264 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -6964654.000000 Penalty: 3555.572998
	Iteration 10Q: 3 clusters Score -6964654 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6965551.500000 Penalty: 3555.572998
	Iteration 11Q: 3 clusters Score -6965552 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6966161.500000 Penalty: 3555.572998
	Iteration 12Q: 3 clusters Score -6966162 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55667 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6966466.000000 Penalty: 3555.572998
	Iteration 13Q: 3 clusters Score -6966466 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6966663.500000 Penalty: 3555.572998
	Iteration 14Q: 3 clusters Score -6966664 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55883 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6966821.000000 Penalty: 3555.572998
	Iteration 15Q: 3 clusters Score -6966821 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55910 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6966987.000000 Penalty: 3555.572998
	Iteration 16Q: 3 clusters Score -6966987 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6967109.000000 Penalty: 3555.572998
	Iteration 17Q: 3 clusters Score -6967109 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6967189.500000 Penalty: 3555.572998
	Iteration 18Q: 3 clusters Score -6967190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6967264.000000 Penalty: 3555.572998
	Iteration 19Q: 3 clusters Score -6967264 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6967328.000000 Penalty: 3555.572998
	Iteration 20F: 3 clusters Score -6967328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55932 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6967376.000000 Penalty: 3555.572998
	Iteration 21Q: 3 clusters Score -6967376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6967428.500000 Penalty: 3555.572998
	Iteration 22Q: 3 clusters Score -6967428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6967439.500000 Penalty: 3555.572998
	Iteration 23Q: 3 clusters Score -6967440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6967444.000000 Penalty: 3555.572998
	Iteration 24Q: 3 clusters Score -6967444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6967466.500000 Penalty: 3555.572998
	Iteration 25Q: 3 clusters Score -6967466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55919 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6967465.000000 Penalty: 3555.572998
	Iteration 26Q: 3 clusters Score -6967465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55917 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6967467.000000 Penalty: 3555.572998
	Iteration 27Q: 3 clusters Score -6967467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6967471.000000 Penalty: 3555.572998
	Iteration 28Q: 3 clusters Score -6967471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6967471.000000 Penalty: 3555.572998
	Iteration 29F: 3 clusters Score -6967471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Entering Unmasked Estep 
Score: -708037.125000 Penalty: 1405.933594
	Iteration 0F: 2 clusters Score -708037.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -703536.687500 Penalty: 2811.867188
	Iteration 0F: 3 clusters Score -703536.7 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -704834.375000 Penalty: 2811.867188
	Iteration 1F: 3 clusters Score -704834.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -705040.312500 Penalty: 2811.867188
	Iteration 2F: 3 clusters Score -705040.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -705202.187500 Penalty: 2811.867188
	Iteration 3F: 3 clusters Score -705202.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -705333.500000 Penalty: 2811.867188
	Iteration 4Q: 3 clusters Score -705333.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -705459.750000 Penalty: 2811.867188
	Iteration 5Q: 3 clusters Score -705459.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -705571.125000 Penalty: 2811.867188
	Iteration 6Q: 3 clusters Score -705571.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -705660.000000 Penalty: 2811.867188
	Iteration 7Q: 3 clusters Score -705660 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -705742.500000 Penalty: 2811.867188
	Iteration 8Q: 3 clusters Score -705742.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -705816.437500 Penalty: 2811.867188
	Iteration 9Q: 3 clusters Score -705816.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -705886.312500 Penalty: 2811.867188
	Iteration 10Q: 3 clusters Score -705886.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -705949.125000 Penalty: 2811.867188
	Iteration 11Q: 3 clusters Score -705949.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -705999.312500 Penalty: 2811.867188
	Iteration 12Q: 3 clusters Score -705999.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -706047.875000 Penalty: 2811.867188
	Iteration 13Q: 3 clusters Score -706047.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -706101.500000 Penalty: 2811.867188
	Iteration 14Q: 3 clusters Score -706101.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -706155.687500 Penalty: 2811.867188
	Iteration 15Q: 3 clusters Score -706155.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -706194.812500 Penalty: 2811.867188
	Iteration 16Q: 3 clusters Score -706194.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -706225.312500 Penalty: 2811.867188
	Iteration 17Q: 3 clusters Score -706225.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -706254.812500 Penalty: 2811.867188
	Iteration 18Q: 3 clusters Score -706254.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -706284.812500 Penalty: 2811.867188
	Iteration 19Q: 3 clusters Score -706284.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -706318.875000 Penalty: 2811.867188
	Iteration 20F: 3 clusters Score -706318.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -706361.312500 Penalty: 2811.867188
	Iteration 21Q: 3 clusters Score -706361.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -706403.750000 Penalty: 2811.867188
	Iteration 22Q: 3 clusters Score -706403.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -706451.187500 Penalty: 2811.867188
	Iteration 23Q: 3 clusters Score -706451.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -706493.687500 Penalty: 2811.867188
	Iteration 24Q: 3 clusters Score -706493.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -706530.125000 Penalty: 2811.867188
	Iteration 25Q: 3 clusters Score -706530.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -706567.000000 Penalty: 2811.867188
	Iteration 26Q: 3 clusters Score -706567 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -706598.500000 Penalty: 2811.867188
	Iteration 27Q: 3 clusters Score -706598.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -706619.750000 Penalty: 2811.867188
	Iteration 28Q: 3 clusters Score -706619.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -706637.937500 Penalty: 2811.867188
	Iteration 29Q: 3 clusters Score -706637.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -706659.500000 Penalty: 2811.867188
	Iteration 30Q: 3 clusters Score -706659.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -706679.687500 Penalty: 2811.867188
	Iteration 31Q: 3 clusters Score -706679.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -706698.187500 Penalty: 2811.867188
	Iteration 32Q: 3 clusters Score -706698.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -706711.375000 Penalty: 2811.867188
	Iteration 33Q: 3 clusters Score -706711.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -706716.687500 Penalty: 2811.867188
	Iteration 34Q: 3 clusters Score -706716.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -706720.562500 Penalty: 2811.867188
	Iteration 35Q: 3 clusters Score -706720.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -706724.250000 Penalty: 2811.867188
	Iteration 36Q: 3 clusters Score -706724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -706729.937500 Penalty: 2811.867188
	Iteration 37Q: 3 clusters Score -706729.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -706731.437500 Penalty: 2811.867188
	Iteration 38Q: 3 clusters Score -706731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -706732.750000 Penalty: 2811.867188
	Iteration 39Q: 3 clusters Score -706732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -706734.437500 Penalty: 2811.867188
	Iteration 40F: 3 clusters Score -706734.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -706739.187500 Penalty: 2811.867188
	Iteration 41Q: 3 clusters Score -706739.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -706741.312500 Penalty: 2811.867188
	Iteration 42Q: 3 clusters Score -706741.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -706744.500000 Penalty: 2811.867188
	Iteration 43Q: 3 clusters Score -706744.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -706749.187500 Penalty: 2811.867188
	Iteration 44Q: 3 clusters Score -706749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -706754.000000 Penalty: 2811.867188
	Iteration 45Q: 3 clusters Score -706754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -706758.375000 Penalty: 2811.867188
	Iteration 46Q: 3 clusters Score -706758.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -706761.500000 Penalty: 2811.867188
	Iteration 47Q: 3 clusters Score -706761.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -706765.187500 Penalty: 2811.867188
	Iteration 48Q: 3 clusters Score -706765.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -706769.062500 Penalty: 2811.867188
	Iteration 49Q: 3 clusters Score -706769.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -706773.437500 Penalty: 2811.867188
	Iteration 50Q: 3 clusters Score -706773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -706774.625000 Penalty: 2811.867188
	Iteration 51Q: 3 clusters Score -706774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -706774.937500 Penalty: 2811.867188
	Iteration 52Q: 3 clusters Score -706774.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -706774.937500 Penalty: 2811.867188
	Iteration 53F: 3 clusters Score -706774.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Entering Unmasked Estep 
Score: -1032318.375000 Penalty: 1466.343018
	Iteration 0F: 2 clusters Score -1032318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1026261.437500 Penalty: 2932.686035
	Iteration 0F: 3 clusters Score -1026261 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1028151.375000 Penalty: 2932.686035
	Iteration 1F: 3 clusters Score -1028151 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1028404.312500 Penalty: 2932.686035
	Iteration 2F: 3 clusters Score -1028404 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1028614.062500 Penalty: 2932.686035
	Iteration 3F: 3 clusters Score -1028614 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1028801.062500 Penalty: 2932.686035
	Iteration 4Q: 3 clusters Score -1028801 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1028973.562500 Penalty: 2932.686035
	Iteration 5Q: 3 clusters Score -1028974 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1029123.437500 Penalty: 2932.686035
	Iteration 6Q: 3 clusters Score -1029123 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1029244.000000 Penalty: 2932.686035
	Iteration 7Q: 3 clusters Score -1029244 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1029349.562500 Penalty: 2932.686035
	Iteration 8Q: 3 clusters Score -1029350 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1029452.125000 Penalty: 2932.686035
	Iteration 9Q: 3 clusters Score -1029452 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1029530.812500 Penalty: 2932.686035
	Iteration 10Q: 3 clusters Score -1029531 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1029599.437500 Penalty: 2932.686035
	Iteration 11Q: 3 clusters Score -1029599 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1029655.250000 Penalty: 2932.686035
	Iteration 12Q: 3 clusters Score -1029655 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1029716.937500 Penalty: 2932.686035
	Iteration 13Q: 3 clusters Score -1029717 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1029754.500000 Penalty: 2932.686035
	Iteration 14Q: 3 clusters Score -1029754 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1029778.000000 Penalty: 2932.686035
	Iteration 15Q: 3 clusters Score -1029778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1029800.812500 Penalty: 2932.686035
	Iteration 16Q: 3 clusters Score -1029801 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1029818.812500 Penalty: 2932.686035
	Iteration 17Q: 3 clusters Score -1029819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1029835.000000 Penalty: 2932.686035
	Iteration 18Q: 3 clusters Score -1029835 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1029843.812500 Penalty: 2932.686035
	Iteration 19Q: 3 clusters Score -1029844 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1029852.875000 Penalty: 2932.686035
	Iteration 20F: 3 clusters Score -1029853 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1029863.625000 Penalty: 2932.686035
	Iteration 21Q: 3 clusters Score -1029864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1029875.312500 Penalty: 2932.686035
	Iteration 22Q: 3 clusters Score -1029875 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1029882.687500 Penalty: 2932.686035
	Iteration 23Q: 3 clusters Score -1029883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1029893.437500 Penalty: 2932.686035
	Iteration 24Q: 3 clusters Score -1029893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1029897.187500 Penalty: 2932.686035
	Iteration 25Q: 3 clusters Score -1029897 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1029902.812500 Penalty: 2932.686035
	Iteration 26Q: 3 clusters Score -1029903 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1029912.500000 Penalty: 2932.686035
	Iteration 27Q: 3 clusters Score -1029912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1029920.250000 Penalty: 2932.686035
	Iteration 28Q: 3 clusters Score -1029920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1029934.437500 Penalty: 2932.686035
	Iteration 29Q: 3 clusters Score -1029934 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -1029950.687500 Penalty: 2932.686035
	Iteration 30Q: 3 clusters Score -1029951 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1029966.250000 Penalty: 2932.686035
	Iteration 31Q: 3 clusters Score -1029966 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1029981.000000 Penalty: 2932.686035
	Iteration 32Q: 3 clusters Score -1029981 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1030004.750000 Penalty: 2932.686035
	Iteration 33Q: 3 clusters Score -1030005 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1030029.625000 Penalty: 2932.686035
	Iteration 34Q: 3 clusters Score -1030030 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1030054.437500 Penalty: 2932.686035
	Iteration 35Q: 3 clusters Score -1030054 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1030090.125000 Penalty: 2932.686035
	Iteration 36Q: 3 clusters Score -1030090 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1030126.375000 Penalty: 2932.686035
	Iteration 37Q: 3 clusters Score -1030126 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1030173.750000 Penalty: 2932.686035
	Iteration 38Q: 3 clusters Score -1030174 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1030234.375000 Penalty: 2932.686035
	Iteration 39Q: 3 clusters Score -1030234 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1030314.437500 Penalty: 2932.686035
	Iteration 40F: 3 clusters Score -1030314 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1030384.500000 Penalty: 2932.686035
	Iteration 41Q: 3 clusters Score -1030384 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1030449.687500 Penalty: 2932.686035
	Iteration 42Q: 3 clusters Score -1030450 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1030524.375000 Penalty: 2932.686035
	Iteration 43Q: 3 clusters Score -1030524 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1030593.312500 Penalty: 2932.686035
	Iteration 44Q: 3 clusters Score -1030593 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1030668.000000 Penalty: 2932.686035
	Iteration 45Q: 3 clusters Score -1030668 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1030748.875000 Penalty: 2932.686035
	Iteration 46Q: 3 clusters Score -1030749 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1030807.937500 Penalty: 2932.686035
	Iteration 47Q: 3 clusters Score -1030808 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1030849.750000 Penalty: 2932.686035
	Iteration 48Q: 3 clusters Score -1030850 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1030878.437500 Penalty: 2932.686035
	Iteration 49Q: 3 clusters Score -1030878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1030904.437500 Penalty: 2932.686035
	Iteration 50Q: 3 clusters Score -1030904 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1030934.062500 Penalty: 2932.686035
	Iteration 51Q: 3 clusters Score -1030934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1030954.250000 Penalty: 2932.686035
	Iteration 52Q: 3 clusters Score -1030954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1030970.250000 Penalty: 2932.686035
	Iteration 53Q: 3 clusters Score -1030970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1030980.687500 Penalty: 2932.686035
	Iteration 54Q: 3 clusters Score -1030981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1030987.875000 Penalty: 2932.686035
	Iteration 55Q: 3 clusters Score -1030988 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1030993.750000 Penalty: 2932.686035
	Iteration 56Q: 3 clusters Score -1030994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1031002.625000 Penalty: 2932.686035
	Iteration 57Q: 3 clusters Score -1031003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1031005.625000 Penalty: 2932.686035
	Iteration 58Q: 3 clusters Score -1031006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1031010.500000 Penalty: 2932.686035
	Iteration 59Q: 3 clusters Score -1031010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1031014.125000 Penalty: 2932.686035
	Iteration 60F: 3 clusters Score -1031014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1031019.250000 Penalty: 2932.686035
	Iteration 61Q: 3 clusters Score -1031019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1031024.062500 Penalty: 2932.686035
	Iteration 62Q: 3 clusters Score -1031024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1031027.812500 Penalty: 2932.686035
	Iteration 63Q: 3 clusters Score -1031028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1031032.187500 Penalty: 2932.686035
	Iteration 64Q: 3 clusters Score -1031032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1031034.812500 Penalty: 2932.686035
	Iteration 65Q: 3 clusters Score -1031035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1031040.312500 Penalty: 2932.686035
	Iteration 66Q: 3 clusters Score -1031040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1031041.750000 Penalty: 2932.686035
	Iteration 67Q: 3 clusters Score -1031042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1031043.750000 Penalty: 2932.686035
	Iteration 68Q: 3 clusters Score -1031044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1031044.562500 Penalty: 2932.686035
	Iteration 69Q: 3 clusters Score -1031045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1031045.625000 Penalty: 2932.686035
	Iteration 70Q: 3 clusters Score -1031046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1031047.875000 Penalty: 2932.686035
	Iteration 71Q: 3 clusters Score -1031048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1031049.312500 Penalty: 2932.686035
	Iteration 72Q: 3 clusters Score -1031049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1031051.250000 Penalty: 2932.686035
	Iteration 73Q: 3 clusters Score -1031051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1031054.062500 Penalty: 2932.686035
	Iteration 74Q: 3 clusters Score -1031054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1031055.375000 Penalty: 2932.686035
	Iteration 75Q: 3 clusters Score -1031055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1031056.312500 Penalty: 2932.686035
	Iteration 76Q: 3 clusters Score -1031056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1031058.187500 Penalty: 2932.686035
	Iteration 77Q: 3 clusters Score -1031058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1031061.250000 Penalty: 2932.686035
	Iteration 78Q: 3 clusters Score -1031061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1031062.312500 Penalty: 2932.686035
	Iteration 79Q: 3 clusters Score -1031062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1031065.437500 Penalty: 2932.686035
	Iteration 80F: 3 clusters Score -1031065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1031065.250000 Penalty: 2932.686035
	Iteration 81Q: 3 clusters Score -1031065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1031065.250000 Penalty: 2932.686035
	Iteration 82F: 3 clusters Score -1031065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Entering Unmasked Estep 
Score: -3387557.500000 Penalty: 1660.390381
	Iteration 0F: 2 clusters Score -3387558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -3369171.250000 Penalty: 3320.780762
	Iteration 0F: 3 clusters Score -3369171 nChanged 12514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -3376172.000000 Penalty: 3320.780762
	Iteration 1F: 3 clusters Score -3376172 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -3376903.000000 Penalty: 3320.780762
	Iteration 2F: 3 clusters Score -3376903 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -3377813.000000 Penalty: 3320.780762
	Iteration 3F: 3 clusters Score -3377813 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3378942.500000 Penalty: 3320.780762
	Iteration 4F: 3 clusters Score -3378942 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -3380352.000000 Penalty: 3320.780762
	Iteration 5F: 3 clusters Score -3380352 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3381842.000000 Penalty: 3320.780762
	Iteration 6F: 3 clusters Score -3381842 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3383178.500000 Penalty: 3320.780762
	Iteration 7F: 3 clusters Score -3383178 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3384187.500000 Penalty: 3320.780762
	Iteration 8Q: 3 clusters Score -3384188 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3384835.250000 Penalty: 3320.780762
	Iteration 9Q: 3 clusters Score -3384835 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -3385242.000000 Penalty: 3320.780762
	Iteration 10Q: 3 clusters Score -3385242 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3385513.000000 Penalty: 3320.780762
	Iteration 11Q: 3 clusters Score -3385513 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -3385686.750000 Penalty: 3320.780762
	Iteration 12Q: 3 clusters Score -3385687 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3385812.250000 Penalty: 3320.780762
	Iteration 13Q: 3 clusters Score -3385812 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3385899.500000 Penalty: 3320.780762
	Iteration 14Q: 3 clusters Score -3385900 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -3385980.500000 Penalty: 3320.780762
	Iteration 15Q: 3 clusters Score -3385980 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3386047.500000 Penalty: 3320.780762
	Iteration 16Q: 3 clusters Score -3386048 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3386096.250000 Penalty: 3320.780762
	Iteration 17Q: 3 clusters Score -3386096 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3386144.000000 Penalty: 3320.780762
	Iteration 18Q: 3 clusters Score -3386144 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3386200.250000 Penalty: 3320.780762
	Iteration 19Q: 3 clusters Score -3386200 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3386255.000000 Penalty: 3320.780762
	Iteration 20F: 3 clusters Score -3386255 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3386305.250000 Penalty: 3320.780762
	Iteration 21Q: 3 clusters Score -3386305 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3386354.000000 Penalty: 3320.780762
	Iteration 22Q: 3 clusters Score -3386354 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3386401.250000 Penalty: 3320.780762
	Iteration 23Q: 3 clusters Score -3386401 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3386434.750000 Penalty: 3320.780762
	Iteration 24Q: 3 clusters Score -3386435 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3386459.000000 Penalty: 3320.780762
	Iteration 25Q: 3 clusters Score -3386459 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3386484.750000 Penalty: 3320.780762
	Iteration 26Q: 3 clusters Score -3386485 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3386496.000000 Penalty: 3320.780762
	Iteration 27Q: 3 clusters Score -3386496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3386513.750000 Penalty: 3320.780762
	Iteration 28Q: 3 clusters Score -3386514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -3386535.500000 Penalty: 3320.780762
	Iteration 29Q: 3 clusters Score -3386536 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3386569.000000 Penalty: 3320.780762
	Iteration 30Q: 3 clusters Score -3386569 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3386579.500000 Penalty: 3320.780762
	Iteration 31Q: 3 clusters Score -3386580 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25503 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3386601.750000 Penalty: 3320.780762
	Iteration 32Q: 3 clusters Score -3386602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3386614.500000 Penalty: 3320.780762
	Iteration 33Q: 3 clusters Score -3386614 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3386626.250000 Penalty: 3320.780762
	Iteration 34Q: 3 clusters Score -3386626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3386634.000000 Penalty: 3320.780762
	Iteration 35Q: 3 clusters Score -3386634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3386637.250000 Penalty: 3320.780762
	Iteration 36Q: 3 clusters Score -3386637 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3386637.000000 Penalty: 3320.780762
	Iteration 37Q: 3 clusters Score -3386637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3386635.000000 Penalty: 3320.780762
	Iteration 38Q: 3 clusters Score -3386635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3386638.500000 Penalty: 3320.780762
	Iteration 39Q: 3 clusters Score -3386638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -3386637.250000 Penalty: 3320.780762
	Iteration 40F: 3 clusters Score -3386637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3386639.250000 Penalty: 3320.780762
	Iteration 41Q: 3 clusters Score -3386639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3386644.250000 Penalty: 3320.780762
	Iteration 42Q: 3 clusters Score -3386644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3386644.250000 Penalty: 3320.780762
	Iteration 43Q: 3 clusters Score -3386644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3386647.750000 Penalty: 3320.780762
	Iteration 44Q: 3 clusters Score -3386648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3386653.000000 Penalty: 3320.780762
	Iteration 45Q: 3 clusters Score -3386653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3386660.000000 Penalty: 3320.780762
	Iteration 46Q: 3 clusters Score -3386660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3386668.250000 Penalty: 3320.780762
	Iteration 47Q: 3 clusters Score -3386668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -3386673.000000 Penalty: 3320.780762
	Iteration 48Q: 3 clusters Score -3386673 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3386673.500000 Penalty: 3320.780762
	Iteration 49Q: 3 clusters Score -3386674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3386676.500000 Penalty: 3320.780762
	Iteration 50Q: 3 clusters Score -3386676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3386683.000000 Penalty: 3320.780762
	Iteration 51Q: 3 clusters Score -3386683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3386684.500000 Penalty: 3320.780762
	Iteration 52Q: 3 clusters Score -3386684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3386681.750000 Penalty: 3320.780762
	Iteration 53Q: 3 clusters Score -3386682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3386684.500000 Penalty: 3320.780762
	Iteration 54Q: 3 clusters Score -3386684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3386685.000000 Penalty: 3320.780762
	Iteration 55Q: 3 clusters Score -3386685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3386686.250000 Penalty: 3320.780762
	Iteration 56Q: 3 clusters Score -3386686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -3386685.500000 Penalty: 3320.780762
	Iteration 57Q: 3 clusters Score -3386686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3386687.500000 Penalty: 3320.780762
	Iteration 58Q: 3 clusters Score -3386688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -3386690.000000 Penalty: 3320.780762
	Iteration 59Q: 3 clusters Score -3386690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3386689.500000 Penalty: 3320.780762
	Iteration 60F: 3 clusters Score -3386690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3386689.750000 Penalty: 3320.780762
	Iteration 61Q: 3 clusters Score -3386690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3386688.500000 Penalty: 3320.780762
	Iteration 62Q: 3 clusters Score -3386688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3386687.000000 Penalty: 3320.780762
	Iteration 63Q: 3 clusters Score -3386687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3386689.000000 Penalty: 3320.780762
	Iteration 64Q: 3 clusters Score -3386689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3386688.750000 Penalty: 3320.780762
	Iteration 65Q: 3 clusters Score -3386689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3386686.750000 Penalty: 3320.780762
	Iteration 66Q: 3 clusters Score -3386687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3386686.500000 Penalty: 3320.780762
	Iteration 67Q: 3 clusters Score -3386686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3386691.250000 Penalty: 3320.780762
	Iteration 68Q: 3 clusters Score -3386691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3386693.250000 Penalty: 3320.780762
	Iteration 69Q: 3 clusters Score -3386693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3386700.750000 Penalty: 3320.780762
	Iteration 70Q: 3 clusters Score -3386701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3386708.000000 Penalty: 3320.780762
	Iteration 71Q: 3 clusters Score -3386708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3386710.000000 Penalty: 3320.780762
	Iteration 72Q: 3 clusters Score -3386710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3386712.000000 Penalty: 3320.780762
	Iteration 73Q: 3 clusters Score -3386712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3386712.750000 Penalty: 3320.780762
	Iteration 74Q: 3 clusters Score -3386713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3386713.000000 Penalty: 3320.780762
	Iteration 75Q: 3 clusters Score -3386713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3386710.250000 Penalty: 3320.780762
	Iteration 76Q: 3 clusters Score -3386710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3386710.250000 Penalty: 3320.780762
	Iteration 77F: 3 clusters Score -3386710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Entering Unmasked Estep 
Score: -1831993.375000 Penalty: 1557.920044
	Iteration 0F: 2 clusters Score -1831993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1821876.125000 Penalty: 3115.840088
	Iteration 0F: 3 clusters Score -1821876 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1825362.000000 Penalty: 3115.840088
	Iteration 1F: 3 clusters Score -1825362 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1825695.625000 Penalty: 3115.840088
	Iteration 2F: 3 clusters Score -1825696 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1826082.750000 Penalty: 3115.840088
	Iteration 3F: 3 clusters Score -1826083 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1826627.750000 Penalty: 3115.840088
	Iteration 4F: 3 clusters Score -1826628 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1827388.250000 Penalty: 3115.840088
	Iteration 5F: 3 clusters Score -1827388 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1828266.875000 Penalty: 3115.840088
	Iteration 6F: 3 clusters Score -1828267 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1828998.250000 Penalty: 3115.840088
	Iteration 7F: 3 clusters Score -1828998 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1829539.500000 Penalty: 3115.840088
	Iteration 8F: 3 clusters Score -1829540 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -1829936.125000 Penalty: 3115.840088
	Iteration 9Q: 3 clusters Score -1829936 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1830180.000000 Penalty: 3115.840088
	Iteration 10Q: 3 clusters Score -1830180 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1830327.500000 Penalty: 3115.840088
	Iteration 11Q: 3 clusters Score -1830328 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1830420.625000 Penalty: 3115.840088
	Iteration 12Q: 3 clusters Score -1830421 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1830476.500000 Penalty: 3115.840088
	Iteration 13Q: 3 clusters Score -1830476 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1830514.875000 Penalty: 3115.840088
	Iteration 14Q: 3 clusters Score -1830515 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1830544.625000 Penalty: 3115.840088
	Iteration 15Q: 3 clusters Score -1830545 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -1830566.375000 Penalty: 3115.840088
	Iteration 16Q: 3 clusters Score -1830566 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1830583.750000 Penalty: 3115.840088
	Iteration 17Q: 3 clusters Score -1830584 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1830600.875000 Penalty: 3115.840088
	Iteration 18Q: 3 clusters Score -1830601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1830610.625000 Penalty: 3115.840088
	Iteration 19Q: 3 clusters Score -1830611 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1830626.250000 Penalty: 3115.840088
	Iteration 20F: 3 clusters Score -1830626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1830636.250000 Penalty: 3115.840088
	Iteration 21Q: 3 clusters Score -1830636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1830645.875000 Penalty: 3115.840088
	Iteration 22Q: 3 clusters Score -1830646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1830655.625000 Penalty: 3115.840088
	Iteration 23Q: 3 clusters Score -1830656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1830660.500000 Penalty: 3115.840088
	Iteration 24Q: 3 clusters Score -1830660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -1830666.625000 Penalty: 3115.840088
	Iteration 25Q: 3 clusters Score -1830667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1830671.000000 Penalty: 3115.840088
	Iteration 26Q: 3 clusters Score -1830671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1830672.625000 Penalty: 3115.840088
	Iteration 27Q: 3 clusters Score -1830673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1830679.125000 Penalty: 3115.840088
	Iteration 28Q: 3 clusters Score -1830679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1830677.250000 Penalty: 3115.840088
	Iteration 29Q: 3 clusters Score -1830677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1830677.000000 Penalty: 3115.840088
	Iteration 30Q: 3 clusters Score -1830677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1830678.125000 Penalty: 3115.840088
	Iteration 31Q: 3 clusters Score -1830678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1830681.750000 Penalty: 3115.840088
	Iteration 32Q: 3 clusters Score -1830682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1830687.875000 Penalty: 3115.840088
	Iteration 33Q: 3 clusters Score -1830688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1830685.625000 Penalty: 3115.840088
	Iteration 34Q: 3 clusters Score -1830686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1830687.125000 Penalty: 3115.840088
	Iteration 35Q: 3 clusters Score -1830687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1830697.375000 Penalty: 3115.840088
	Iteration 36Q: 3 clusters Score -1830697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1830701.875000 Penalty: 3115.840088
	Iteration 37Q: 3 clusters Score -1830702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -1830705.500000 Penalty: 3115.840088
	Iteration 38Q: 3 clusters Score -1830706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1830704.750000 Penalty: 3115.840088
	Iteration 39Q: 3 clusters Score -1830705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1830705.250000 Penalty: 3115.840088
	Iteration 40F: 3 clusters Score -1830705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1830709.125000 Penalty: 3115.840088
	Iteration 41Q: 3 clusters Score -1830709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1830708.625000 Penalty: 3115.840088
	Iteration 42Q: 3 clusters Score -1830709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -1830711.375000 Penalty: 3115.840088
	Iteration 43Q: 3 clusters Score -1830711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1830710.750000 Penalty: 3115.840088
	Iteration 44Q: 3 clusters Score -1830711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1830710.750000 Penalty: 3115.840088
	Iteration 45F: 3 clusters Score -1830711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Entering Unmasked Estep 
Score: -3870543.250000 Penalty: 1682.170898
	Iteration 0F: 2 clusters Score -3870543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3849533.000000 Penalty: 3364.341797
	Iteration 0F: 3 clusters Score -3849533 nChanged 14427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -3857845.250000 Penalty: 3364.341797
	Iteration 1F: 3 clusters Score -3857845 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3858651.500000 Penalty: 3364.341797
	Iteration 2F: 3 clusters Score -3858652 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -3859775.500000 Penalty: 3364.341797
	Iteration 3F: 3 clusters Score -3859776 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3861191.000000 Penalty: 3364.341797
	Iteration 4F: 3 clusters Score -3861191 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3862808.000000 Penalty: 3364.341797
	Iteration 5F: 3 clusters Score -3862808 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -3864361.000000 Penalty: 3364.341797
	Iteration 6F: 3 clusters Score -3864361 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3865668.750000 Penalty: 3364.341797
	Iteration 7F: 3 clusters Score -3865669 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3866764.250000 Penalty: 3364.341797
	Iteration 8Q: 3 clusters Score -3866764 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -3867673.750000 Penalty: 3364.341797
	Iteration 9Q: 3 clusters Score -3867674 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -3868316.500000 Penalty: 3364.341797
	Iteration 10Q: 3 clusters Score -3868316 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3868649.250000 Penalty: 3364.341797
	Iteration 11Q: 3 clusters Score -3868649 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -3868886.250000 Penalty: 3364.341797
	Iteration 12Q: 3 clusters Score -3868886 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3869028.500000 Penalty: 3364.341797
	Iteration 13Q: 3 clusters Score -3869028 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -3869149.750000 Penalty: 3364.341797
	Iteration 14Q: 3 clusters Score -3869150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -3869211.250000 Penalty: 3364.341797
	Iteration 15Q: 3 clusters Score -3869211 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3869249.000000 Penalty: 3364.341797
	Iteration 16Q: 3 clusters Score -3869249 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3869282.500000 Penalty: 3364.341797
	Iteration 17Q: 3 clusters Score -3869282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3869287.250000 Penalty: 3364.341797
	Iteration 18Q: 3 clusters Score -3869287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -3869295.750000 Penalty: 3364.341797
	Iteration 19Q: 3 clusters Score -3869296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -3869293.750000 Penalty: 3364.341797
	Iteration 20F: 3 clusters Score -3869294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -3869303.500000 Penalty: 3364.341797
	Iteration 21Q: 3 clusters Score -3869304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -3869304.000000 Penalty: 3364.341797
	Iteration 22Q: 3 clusters Score -3869304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -3869311.750000 Penalty: 3364.341797
	Iteration 23Q: 3 clusters Score -3869312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3869317.500000 Penalty: 3364.341797
	Iteration 24Q: 3 clusters Score -3869318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -3869319.750000 Penalty: 3364.341797
	Iteration 25Q: 3 clusters Score -3869320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3869314.750000 Penalty: 3364.341797
	Iteration 26Q: 3 clusters Score -3869315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3869318.000000 Penalty: 3364.341797
	Iteration 27Q: 3 clusters Score -3869318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3869318.000000 Penalty: 3364.341797
	Iteration 28F: 3 clusters Score -3869318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Entering Unmasked Estep 
Score: -2335702.250000 Penalty: 1601.050049
	Iteration 0F: 2 clusters Score -2335702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2322729.500000 Penalty: 3202.100098
	Iteration 0F: 3 clusters Score -2322730 nChanged 8535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2327458.500000 Penalty: 3202.100098
	Iteration 1F: 3 clusters Score -2327458 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2327878.250000 Penalty: 3202.100098
	Iteration 2F: 3 clusters Score -2327878 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2328279.500000 Penalty: 3202.100098
	Iteration 3Q: 3 clusters Score -2328280 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -2328717.500000 Penalty: 3202.100098
	Iteration 4Q: 3 clusters Score -2328718 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2329235.500000 Penalty: 3202.100098
	Iteration 5F: 3 clusters Score -2329236 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -2329874.500000 Penalty: 3202.100098
	Iteration 6F: 3 clusters Score -2329874 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -2330688.750000 Penalty: 3202.100098
	Iteration 7F: 3 clusters Score -2330689 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2331460.250000 Penalty: 3202.100098
	Iteration 8F: 3 clusters Score -2331460 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2332115.250000 Penalty: 3202.100098
	Iteration 9F: 3 clusters Score -2332115 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2332643.000000 Penalty: 3202.100098
	Iteration 10Q: 3 clusters Score -2332643 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -2333033.750000 Penalty: 3202.100098
	Iteration 11Q: 3 clusters Score -2333034 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2333300.000000 Penalty: 3202.100098
	Iteration 12Q: 3 clusters Score -2333300 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2333487.500000 Penalty: 3202.100098
	Iteration 13Q: 3 clusters Score -2333488 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -2333640.750000 Penalty: 3202.100098
	Iteration 14Q: 3 clusters Score -2333641 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2333771.750000 Penalty: 3202.100098
	Iteration 15Q: 3 clusters Score -2333772 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2333902.000000 Penalty: 3202.100098
	Iteration 16Q: 3 clusters Score -2333902 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2333991.500000 Penalty: 3202.100098
	Iteration 17Q: 3 clusters Score -2333992 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -2334056.500000 Penalty: 3202.100098
	Iteration 18Q: 3 clusters Score -2334056 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2334119.250000 Penalty: 3202.100098
	Iteration 19Q: 3 clusters Score -2334119 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2334166.750000 Penalty: 3202.100098
	Iteration 20F: 3 clusters Score -2334167 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2334218.500000 Penalty: 3202.100098
	Iteration 21Q: 3 clusters Score -2334218 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2334257.000000 Penalty: 3202.100098
	Iteration 22Q: 3 clusters Score -2334257 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2334286.750000 Penalty: 3202.100098
	Iteration 23Q: 3 clusters Score -2334287 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -2334304.500000 Penalty: 3202.100098
	Iteration 24Q: 3 clusters Score -2334304 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -2334324.250000 Penalty: 3202.100098
	Iteration 25Q: 3 clusters Score -2334324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2334325.500000 Penalty: 3202.100098
	Iteration 26Q: 3 clusters Score -2334326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2334336.250000 Penalty: 3202.100098
	Iteration 27Q: 3 clusters Score -2334336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2334350.750000 Penalty: 3202.100098
	Iteration 28Q: 3 clusters Score -2334351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2334354.000000 Penalty: 3202.100098
	Iteration 29Q: 3 clusters Score -2334354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2334348.000000 Penalty: 3202.100098
	Iteration 30Q: 3 clusters Score -2334348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2334355.750000 Penalty: 3202.100098
	Iteration 31Q: 3 clusters Score -2334356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2334364.250000 Penalty: 3202.100098
	Iteration 32Q: 3 clusters Score -2334364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2334362.750000 Penalty: 3202.100098
	Iteration 33Q: 3 clusters Score -2334363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2334362.500000 Penalty: 3202.100098
	Iteration 34Q: 3 clusters Score -2334362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -2334367.750000 Penalty: 3202.100098
	Iteration 35Q: 3 clusters Score -2334368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2334366.250000 Penalty: 3202.100098
	Iteration 36Q: 3 clusters Score -2334366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -2334362.750000 Penalty: 3202.100098
	Iteration 37Q: 3 clusters Score -2334363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2334363.750000 Penalty: 3202.100098
	Iteration 38Q: 3 clusters Score -2334364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2334367.750000 Penalty: 3202.100098
	Iteration 39Q: 3 clusters Score -2334368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2334367.750000 Penalty: 3202.100098
	Iteration 40F: 3 clusters Score -2334368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2334369.000000 Penalty: 3202.100098
	Iteration 41Q: 3 clusters Score -2334369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2334368.500000 Penalty: 3202.100098
	Iteration 42Q: 3 clusters Score -2334368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2334371.000000 Penalty: 3202.100098
	Iteration 43Q: 3 clusters Score -2334371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2334367.250000 Penalty: 3202.100098
	Iteration 44Q: 3 clusters Score -2334367 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -2334371.250000 Penalty: 3202.100098
	Iteration 45Q: 3 clusters Score -2334371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2334372.750000 Penalty: 3202.100098
	Iteration 46Q: 3 clusters Score -2334373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2334376.750000 Penalty: 3202.100098
	Iteration 47Q: 3 clusters Score -2334377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2334381.250000 Penalty: 3202.100098
	Iteration 48Q: 3 clusters Score -2334381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2334378.250000 Penalty: 3202.100098
	Iteration 49Q: 3 clusters Score -2334378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -2334382.250000 Penalty: 3202.100098
	Iteration 50Q: 3 clusters Score -2334382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2334382.250000 Penalty: 3202.100098
	Iteration 51Q: 3 clusters Score -2334382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2334381.250000 Penalty: 3202.100098
	Iteration 52Q: 3 clusters Score -2334381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2334381.000000 Penalty: 3202.100098
	Iteration 53Q: 3 clusters Score -2334381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2334385.500000 Penalty: 3202.100098
	Iteration 54Q: 3 clusters Score -2334386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -2334383.500000 Penalty: 3202.100098
	Iteration 55Q: 3 clusters Score -2334384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2334384.250000 Penalty: 3202.100098
	Iteration 56Q: 3 clusters Score -2334384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2334386.000000 Penalty: 3202.100098
	Iteration 57Q: 3 clusters Score -2334386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2334389.250000 Penalty: 3202.100098
	Iteration 58Q: 3 clusters Score -2334389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2334385.500000 Penalty: 3202.100098
	Iteration 59Q: 3 clusters Score -2334386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2334391.500000 Penalty: 3202.100098
	Iteration 60F: 3 clusters Score -2334392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2334388.000000 Penalty: 3202.100098
	Iteration 61Q: 3 clusters Score -2334388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2334383.750000 Penalty: 3202.100098
	Iteration 62Q: 3 clusters Score -2334384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2334384.500000 Penalty: 3202.100098
	Iteration 63Q: 3 clusters Score -2334384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2334390.500000 Penalty: 3202.100098
	Iteration 64Q: 3 clusters Score -2334390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2334386.000000 Penalty: 3202.100098
	Iteration 65Q: 3 clusters Score -2334386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -2334389.750000 Penalty: 3202.100098
	Iteration 66Q: 3 clusters Score -2334390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2334390.000000 Penalty: 3202.100098
	Iteration 67Q: 3 clusters Score -2334390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2334390.750000 Penalty: 3202.100098
	Iteration 68Q: 3 clusters Score -2334391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2334390.750000 Penalty: 3202.100098
	Iteration 69Q: 3 clusters Score -2334391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2334391.000000 Penalty: 3202.100098
	Iteration 70Q: 3 clusters Score -2334391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2334391.000000 Penalty: 3202.100098
	Iteration 71Q: 3 clusters Score -2334391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2334391.000000 Penalty: 3202.100098
	Iteration 72F: 3 clusters Score -2334391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Entering Unmasked Estep 
Score: -655335.187500 Penalty: 1397.330566
	Iteration 0F: 2 clusters Score -655335.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -651042.312500 Penalty: 2794.661133
	Iteration 0F: 3 clusters Score -651042.3 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -652452.000000 Penalty: 2794.661133
	Iteration 1F: 3 clusters Score -652452 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -652992.625000 Penalty: 2794.661133
	Iteration 2F: 3 clusters Score -652992.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -653601.312500 Penalty: 2794.661133
	Iteration 3F: 3 clusters Score -653601.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -654424.500000 Penalty: 2794.661133
	Iteration 4F: 3 clusters Score -654424.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -655422.937500 Penalty: 2794.661133
	Iteration 5F: 3 clusters Score -655422.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -655939.562500 Penalty: 2794.661133
	Iteration 6F: 3 clusters Score -655939.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -656165.937500 Penalty: 2794.661133
	Iteration 7Q: 3 clusters Score -656165.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -656315.125000 Penalty: 2794.661133
	Iteration 8Q: 3 clusters Score -656315.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -656514.000000 Penalty: 2794.661133
	Iteration 9Q: 3 clusters Score -656514 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -656813.437500 Penalty: 2794.661133
	Iteration 10Q: 3 clusters Score -656813.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -657155.250000 Penalty: 2794.661133
	Iteration 11Q: 3 clusters Score -657155.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -657332.937500 Penalty: 2794.661133
	Iteration 12Q: 3 clusters Score -657332.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -657433.062500 Penalty: 2794.661133
	Iteration 13Q: 3 clusters Score -657433.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -657466.625000 Penalty: 2794.661133
	Iteration 14Q: 3 clusters Score -657466.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -657475.312500 Penalty: 2794.661133
	Iteration 15Q: 3 clusters Score -657475.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -657477.250000 Penalty: 2794.661133
	Iteration 16Q: 3 clusters Score -657477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -657477.062500 Penalty: 2794.661133
	Iteration 17Q: 3 clusters Score -657477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -657477.250000 Penalty: 2794.661133
	Iteration 18Q: 3 clusters Score -657477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -657478.500000 Penalty: 2794.661133
	Iteration 19Q: 3 clusters Score -657478.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -657478.937500 Penalty: 2794.661133
	Iteration 20F: 3 clusters Score -657478.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -657479.250000 Penalty: 2794.661133
	Iteration 21Q: 3 clusters Score -657479.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -657479.250000 Penalty: 2794.661133
	Iteration 22F: 3 clusters Score -657479.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56400 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27386 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 3347 members 
Mstep: Class 11 contains 17426 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14012 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 4906 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28755 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73753 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14218 members 
Mstep: Class 35 contains 1486 members 
Mstep: Class 36 contains 2079 members 
Entering Unmasked Estep 
Score: -48249108.000000 Penalty: 75489.773438
Splitting cluster 10 changes total score from -48247656.000000 to -48249108.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 11 (17426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Entering Unmasked Estep 
Score: -2153196.000000 Penalty: 1586.929199
	Iteration 0F: 2 clusters Score -2153196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2141228.500000 Penalty: 3173.858398
	Iteration 0F: 3 clusters Score -2141228 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2145379.750000 Penalty: 3173.858398
	Iteration 1F: 3 clusters Score -2145380 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2145695.750000 Penalty: 3173.858398
	Iteration 2Q: 3 clusters Score -2145696 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2145998.500000 Penalty: 3173.858398
	Iteration 3Q: 3 clusters Score -2145998 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2146278.750000 Penalty: 3173.858398
	Iteration 4Q: 3 clusters Score -2146279 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -2146575.250000 Penalty: 3173.858398
	Iteration 5Q: 3 clusters Score -2146575 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2146871.750000 Penalty: 3173.858398
	Iteration 6Q: 3 clusters Score -2146872 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -2147162.000000 Penalty: 3173.858398
	Iteration 7Q: 3 clusters Score -2147162 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2147486.500000 Penalty: 3173.858398
	Iteration 8Q: 3 clusters Score -2147486 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2147819.500000 Penalty: 3173.858398
	Iteration 9Q: 3 clusters Score -2147820 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2148166.500000 Penalty: 3173.858398
	Iteration 10Q: 3 clusters Score -2148166 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2148526.750000 Penalty: 3173.858398
	Iteration 11Q: 3 clusters Score -2148527 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2148947.500000 Penalty: 3173.858398
	Iteration 12Q: 3 clusters Score -2148948 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2149467.500000 Penalty: 3173.858398
	Iteration 13Q: 3 clusters Score -2149468 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2150040.500000 Penalty: 3173.858398
	Iteration 14Q: 3 clusters Score -2150040 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2150575.000000 Penalty: 3173.858398
	Iteration 15Q: 3 clusters Score -2150575 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2150978.750000 Penalty: 3173.858398
	Iteration 16Q: 3 clusters Score -2150979 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2151265.250000 Penalty: 3173.858398
	Iteration 17Q: 3 clusters Score -2151265 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2151419.250000 Penalty: 3173.858398
	Iteration 18Q: 3 clusters Score -2151419 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2151527.250000 Penalty: 3173.858398
	Iteration 19Q: 3 clusters Score -2151527 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2151588.500000 Penalty: 3173.858398
	Iteration 20F: 3 clusters Score -2151588 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2151645.000000 Penalty: 3173.858398
	Iteration 21Q: 3 clusters Score -2151645 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2151674.750000 Penalty: 3173.858398
	Iteration 22Q: 3 clusters Score -2151675 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2151713.500000 Penalty: 3173.858398
	Iteration 23Q: 3 clusters Score -2151714 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2151747.250000 Penalty: 3173.858398
	Iteration 24Q: 3 clusters Score -2151747 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2151771.000000 Penalty: 3173.858398
	Iteration 25Q: 3 clusters Score -2151771 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2151794.250000 Penalty: 3173.858398
	Iteration 26Q: 3 clusters Score -2151794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2151823.250000 Penalty: 3173.858398
	Iteration 27Q: 3 clusters Score -2151823 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2151843.750000 Penalty: 3173.858398
	Iteration 28Q: 3 clusters Score -2151844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2151861.000000 Penalty: 3173.858398
	Iteration 29Q: 3 clusters Score -2151861 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2151875.750000 Penalty: 3173.858398
	Iteration 30Q: 3 clusters Score -2151876 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -2151885.750000 Penalty: 3173.858398
	Iteration 31Q: 3 clusters Score -2151886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2151898.000000 Penalty: 3173.858398
	Iteration 32Q: 3 clusters Score -2151898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2151917.000000 Penalty: 3173.858398
	Iteration 33Q: 3 clusters Score -2151917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -2151926.250000 Penalty: 3173.858398
	Iteration 34Q: 3 clusters Score -2151926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2151936.500000 Penalty: 3173.858398
	Iteration 35Q: 3 clusters Score -2151936 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2151943.500000 Penalty: 3173.858398
	Iteration 36Q: 3 clusters Score -2151944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2151948.250000 Penalty: 3173.858398
	Iteration 37Q: 3 clusters Score -2151948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2151955.250000 Penalty: 3173.858398
	Iteration 38Q: 3 clusters Score -2151955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2151956.250000 Penalty: 3173.858398
	Iteration 39Q: 3 clusters Score -2151956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2151961.250000 Penalty: 3173.858398
	Iteration 40F: 3 clusters Score -2151961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2151966.250000 Penalty: 3173.858398
	Iteration 41Q: 3 clusters Score -2151966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2151968.000000 Penalty: 3173.858398
	Iteration 42Q: 3 clusters Score -2151968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2151965.500000 Penalty: 3173.858398
	Iteration 43Q: 3 clusters Score -2151966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -2151971.250000 Penalty: 3173.858398
	Iteration 44Q: 3 clusters Score -2151971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2151975.250000 Penalty: 3173.858398
	Iteration 45Q: 3 clusters Score -2151975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2151979.250000 Penalty: 3173.858398
	Iteration 46Q: 3 clusters Score -2151979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -2151985.250000 Penalty: 3173.858398
	Iteration 47Q: 3 clusters Score -2151985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2151990.250000 Penalty: 3173.858398
	Iteration 48Q: 3 clusters Score -2151990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2151993.000000 Penalty: 3173.858398
	Iteration 49Q: 3 clusters Score -2151993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2151997.750000 Penalty: 3173.858398
	Iteration 50Q: 3 clusters Score -2151998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2152001.750000 Penalty: 3173.858398
	Iteration 51Q: 3 clusters Score -2152002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2152002.750000 Penalty: 3173.858398
	Iteration 52Q: 3 clusters Score -2152003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2152007.250000 Penalty: 3173.858398
	Iteration 53Q: 3 clusters Score -2152007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2152006.500000 Penalty: 3173.858398
	Iteration 54Q: 3 clusters Score -2152006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2152007.750000 Penalty: 3173.858398
	Iteration 55Q: 3 clusters Score -2152008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -2152007.750000 Penalty: 3173.858398
	Iteration 56F: 3 clusters Score -2152008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -238416.406250 Penalty: 1253.562500
	Iteration 0F: 2 clusters Score -238416.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -236269.437500 Penalty: 2507.125000
	Iteration 0F: 3 clusters Score -236269.4 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -237070.296875 Penalty: 2507.125000
	Iteration 1F: 3 clusters Score -237070.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -237381.812500 Penalty: 2507.125000
	Iteration 2F: 3 clusters Score -237381.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -237528.640625 Penalty: 2507.125000
	Iteration 3F: 3 clusters Score -237528.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -237615.296875 Penalty: 2507.125000
	Iteration 4Q: 3 clusters Score -237615.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -237664.562500 Penalty: 2507.125000
	Iteration 5Q: 3 clusters Score -237664.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -237711.625000 Penalty: 2507.125000
	Iteration 6Q: 3 clusters Score -237711.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -237749.890625 Penalty: 2507.125000
	Iteration 7Q: 3 clusters Score -237749.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -237771.390625 Penalty: 2507.125000
	Iteration 8Q: 3 clusters Score -237771.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -237790.312500 Penalty: 2507.125000
	Iteration 9Q: 3 clusters Score -237790.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -237807.703125 Penalty: 2507.125000
	Iteration 10Q: 3 clusters Score -237807.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -237818.937500 Penalty: 2507.125000
	Iteration 11Q: 3 clusters Score -237818.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -237827.468750 Penalty: 2507.125000
	Iteration 12Q: 3 clusters Score -237827.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -237833.640625 Penalty: 2507.125000
	Iteration 13Q: 3 clusters Score -237833.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -237840.343750 Penalty: 2507.125000
	Iteration 14Q: 3 clusters Score -237840.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -237843.781250 Penalty: 2507.125000
	Iteration 15Q: 3 clusters Score -237843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -237845.937500 Penalty: 2507.125000
	Iteration 16Q: 3 clusters Score -237845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -237846.921875 Penalty: 2507.125000
	Iteration 17Q: 3 clusters Score -237846.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -237847.640625 Penalty: 2507.125000
	Iteration 18Q: 3 clusters Score -237847.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -237848.515625 Penalty: 2507.125000
	Iteration 19Q: 3 clusters Score -237848.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -237848.453125 Penalty: 2507.125000
	Iteration 20F: 3 clusters Score -237848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -237849.437500 Penalty: 2507.125000
	Iteration 21Q: 3 clusters Score -237849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -237849.296875 Penalty: 2507.125000
	Iteration 22Q: 3 clusters Score -237849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -237849.734375 Penalty: 2507.125000
	Iteration 23Q: 3 clusters Score -237849.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -237849.734375 Penalty: 2507.125000
	Iteration 24F: 3 clusters Score -237849.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Entering Unmasked Estep 
Score: -1599336.250000 Penalty: 1551.496338
	Iteration 0F: 2 clusters Score -1599336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1589576.750000 Penalty: 3102.992676
	Iteration 0F: 3 clusters Score -1589577 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1593213.875000 Penalty: 3102.992676
	Iteration 1F: 3 clusters Score -1593214 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1593657.125000 Penalty: 3102.992676
	Iteration 2F: 3 clusters Score -1593657 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1594065.625000 Penalty: 3102.992676
	Iteration 3F: 3 clusters Score -1594066 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1594402.500000 Penalty: 3102.992676
	Iteration 4F: 3 clusters Score -1594402 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1594678.500000 Penalty: 3102.992676
	Iteration 5Q: 3 clusters Score -1594678 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1594904.375000 Penalty: 3102.992676
	Iteration 6Q: 3 clusters Score -1594904 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1595100.000000 Penalty: 3102.992676
	Iteration 7Q: 3 clusters Score -1595100 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1595245.625000 Penalty: 3102.992676
	Iteration 8Q: 3 clusters Score -1595246 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1595354.375000 Penalty: 3102.992676
	Iteration 9Q: 3 clusters Score -1595354 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1595439.625000 Penalty: 3102.992676
	Iteration 10Q: 3 clusters Score -1595440 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1595508.125000 Penalty: 3102.992676
	Iteration 11Q: 3 clusters Score -1595508 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1595580.000000 Penalty: 3102.992676
	Iteration 12Q: 3 clusters Score -1595580 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1595654.125000 Penalty: 3102.992676
	Iteration 13Q: 3 clusters Score -1595654 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1595716.000000 Penalty: 3102.992676
	Iteration 14Q: 3 clusters Score -1595716 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1595775.000000 Penalty: 3102.992676
	Iteration 15Q: 3 clusters Score -1595775 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1595841.000000 Penalty: 3102.992676
	Iteration 16Q: 3 clusters Score -1595841 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1595914.000000 Penalty: 3102.992676
	Iteration 17Q: 3 clusters Score -1595914 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1595992.625000 Penalty: 3102.992676
	Iteration 18Q: 3 clusters Score -1595993 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1596095.250000 Penalty: 3102.992676
	Iteration 19Q: 3 clusters Score -1596095 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1596212.250000 Penalty: 3102.992676
	Iteration 20F: 3 clusters Score -1596212 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1596352.625000 Penalty: 3102.992676
	Iteration 21Q: 3 clusters Score -1596353 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1596503.125000 Penalty: 3102.992676
	Iteration 22Q: 3 clusters Score -1596503 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1596644.625000 Penalty: 3102.992676
	Iteration 23Q: 3 clusters Score -1596645 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1596770.250000 Penalty: 3102.992676
	Iteration 24Q: 3 clusters Score -1596770 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1596878.125000 Penalty: 3102.992676
	Iteration 25Q: 3 clusters Score -1596878 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1596966.375000 Penalty: 3102.992676
	Iteration 26Q: 3 clusters Score -1596966 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1597045.375000 Penalty: 3102.992676
	Iteration 27Q: 3 clusters Score -1597045 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1597115.250000 Penalty: 3102.992676
	Iteration 28Q: 3 clusters Score -1597115 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1597163.125000 Penalty: 3102.992676
	Iteration 29Q: 3 clusters Score -1597163 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1597215.375000 Penalty: 3102.992676
	Iteration 30Q: 3 clusters Score -1597215 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1597258.875000 Penalty: 3102.992676
	Iteration 31Q: 3 clusters Score -1597259 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1597288.875000 Penalty: 3102.992676
	Iteration 32Q: 3 clusters Score -1597289 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1597306.375000 Penalty: 3102.992676
	Iteration 33Q: 3 clusters Score -1597306 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1597327.125000 Penalty: 3102.992676
	Iteration 34Q: 3 clusters Score -1597327 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1597350.125000 Penalty: 3102.992676
	Iteration 35Q: 3 clusters Score -1597350 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1597368.125000 Penalty: 3102.992676
	Iteration 36Q: 3 clusters Score -1597368 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1597387.375000 Penalty: 3102.992676
	Iteration 37Q: 3 clusters Score -1597387 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1597400.375000 Penalty: 3102.992676
	Iteration 38Q: 3 clusters Score -1597400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1597417.250000 Penalty: 3102.992676
	Iteration 39Q: 3 clusters Score -1597417 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1597428.125000 Penalty: 3102.992676
	Iteration 40F: 3 clusters Score -1597428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1597446.875000 Penalty: 3102.992676
	Iteration 41Q: 3 clusters Score -1597447 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1597452.125000 Penalty: 3102.992676
	Iteration 42Q: 3 clusters Score -1597452 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1597472.625000 Penalty: 3102.992676
	Iteration 43Q: 3 clusters Score -1597473 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1597481.125000 Penalty: 3102.992676
	Iteration 44Q: 3 clusters Score -1597481 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1597494.875000 Penalty: 3102.992676
	Iteration 45Q: 3 clusters Score -1597495 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1597505.000000 Penalty: 3102.992676
	Iteration 46Q: 3 clusters Score -1597505 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1597523.750000 Penalty: 3102.992676
	Iteration 47Q: 3 clusters Score -1597524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -1597533.750000 Penalty: 3102.992676
	Iteration 48Q: 3 clusters Score -1597534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1597545.500000 Penalty: 3102.992676
	Iteration 49Q: 3 clusters Score -1597546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1597552.375000 Penalty: 3102.992676
	Iteration 50Q: 3 clusters Score -1597552 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1597567.875000 Penalty: 3102.992676
	Iteration 51Q: 3 clusters Score -1597568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1597583.375000 Penalty: 3102.992676
	Iteration 52Q: 3 clusters Score -1597583 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1597606.625000 Penalty: 3102.992676
	Iteration 53Q: 3 clusters Score -1597607 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1597629.875000 Penalty: 3102.992676
	Iteration 54Q: 3 clusters Score -1597630 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1597653.875000 Penalty: 3102.992676
	Iteration 55Q: 3 clusters Score -1597654 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1597684.625000 Penalty: 3102.992676
	Iteration 56Q: 3 clusters Score -1597685 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1597709.625000 Penalty: 3102.992676
	Iteration 57Q: 3 clusters Score -1597710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1597742.125000 Penalty: 3102.992676
	Iteration 58Q: 3 clusters Score -1597742 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1597777.000000 Penalty: 3102.992676
	Iteration 59Q: 3 clusters Score -1597777 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1597816.375000 Penalty: 3102.992676
	Iteration 60F: 3 clusters Score -1597816 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1597867.625000 Penalty: 3102.992676
	Iteration 61Q: 3 clusters Score -1597868 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1597933.250000 Penalty: 3102.992676
	Iteration 62Q: 3 clusters Score -1597933 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1597985.375000 Penalty: 3102.992676
	Iteration 63Q: 3 clusters Score -1597985 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1598048.750000 Penalty: 3102.992676
	Iteration 64Q: 3 clusters Score -1598049 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1598111.250000 Penalty: 3102.992676
	Iteration 65Q: 3 clusters Score -1598111 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1598165.500000 Penalty: 3102.992676
	Iteration 66Q: 3 clusters Score -1598166 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1598208.875000 Penalty: 3102.992676
	Iteration 67Q: 3 clusters Score -1598209 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1598235.000000 Penalty: 3102.992676
	Iteration 68Q: 3 clusters Score -1598235 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1598254.375000 Penalty: 3102.992676
	Iteration 69Q: 3 clusters Score -1598254 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -1598268.750000 Penalty: 3102.992676
	Iteration 70Q: 3 clusters Score -1598269 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1598276.500000 Penalty: 3102.992676
	Iteration 71Q: 3 clusters Score -1598276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1598284.875000 Penalty: 3102.992676
	Iteration 72Q: 3 clusters Score -1598285 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1598286.750000 Penalty: 3102.992676
	Iteration 73Q: 3 clusters Score -1598287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -1598297.500000 Penalty: 3102.992676
	Iteration 74Q: 3 clusters Score -1598298 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1598311.125000 Penalty: 3102.992676
	Iteration 75Q: 3 clusters Score -1598311 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1598318.375000 Penalty: 3102.992676
	Iteration 76Q: 3 clusters Score -1598318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1598327.500000 Penalty: 3102.992676
	Iteration 77Q: 3 clusters Score -1598328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1598335.250000 Penalty: 3102.992676
	Iteration 78Q: 3 clusters Score -1598335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1598340.750000 Penalty: 3102.992676
	Iteration 79Q: 3 clusters Score -1598341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1598344.125000 Penalty: 3102.992676
	Iteration 80F: 3 clusters Score -1598344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1598352.375000 Penalty: 3102.992676
	Iteration 81Q: 3 clusters Score -1598352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1598353.875000 Penalty: 3102.992676
	Iteration 82Q: 3 clusters Score -1598354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -1598359.125000 Penalty: 3102.992676
	Iteration 83Q: 3 clusters Score -1598359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1598366.750000 Penalty: 3102.992676
	Iteration 84Q: 3 clusters Score -1598367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1598369.625000 Penalty: 3102.992676
	Iteration 85Q: 3 clusters Score -1598370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -1598370.000000 Penalty: 3102.992676
	Iteration 86Q: 3 clusters Score -1598370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1598373.875000 Penalty: 3102.992676
	Iteration 87Q: 3 clusters Score -1598374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -1598374.250000 Penalty: 3102.992676
	Iteration 88Q: 3 clusters Score -1598374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1598375.625000 Penalty: 3102.992676
	Iteration 89Q: 3 clusters Score -1598376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1598375.625000 Penalty: 3102.992676
	Iteration 90F: 3 clusters Score -1598376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Entering Unmasked Estep 
Score: -1238998.250000 Penalty: 1495.587891
	Iteration 0F: 2 clusters Score -1238998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1232017.500000 Penalty: 2991.175781
	Iteration 0F: 3 clusters Score -1232018 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1234313.625000 Penalty: 2991.175781
	Iteration 1F: 3 clusters Score -1234314 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1234612.750000 Penalty: 2991.175781
	Iteration 2F: 3 clusters Score -1234613 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1234870.375000 Penalty: 2991.175781
	Iteration 3F: 3 clusters Score -1234870 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1235078.500000 Penalty: 2991.175781
	Iteration 4Q: 3 clusters Score -1235078 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1235299.500000 Penalty: 2991.175781
	Iteration 5Q: 3 clusters Score -1235300 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1235541.875000 Penalty: 2991.175781
	Iteration 6Q: 3 clusters Score -1235542 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1235757.500000 Penalty: 2991.175781
	Iteration 7Q: 3 clusters Score -1235758 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1235975.625000 Penalty: 2991.175781
	Iteration 8Q: 3 clusters Score -1235976 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1236165.250000 Penalty: 2991.175781
	Iteration 9Q: 3 clusters Score -1236165 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1236318.875000 Penalty: 2991.175781
	Iteration 10Q: 3 clusters Score -1236319 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1236443.500000 Penalty: 2991.175781
	Iteration 11Q: 3 clusters Score -1236444 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1236543.625000 Penalty: 2991.175781
	Iteration 12Q: 3 clusters Score -1236544 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1236609.250000 Penalty: 2991.175781
	Iteration 13Q: 3 clusters Score -1236609 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1236670.625000 Penalty: 2991.175781
	Iteration 14Q: 3 clusters Score -1236671 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1236730.000000 Penalty: 2991.175781
	Iteration 15Q: 3 clusters Score -1236730 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1236802.875000 Penalty: 2991.175781
	Iteration 16Q: 3 clusters Score -1236803 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1236876.125000 Penalty: 2991.175781
	Iteration 17Q: 3 clusters Score -1236876 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1236948.625000 Penalty: 2991.175781
	Iteration 18Q: 3 clusters Score -1236949 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1237016.125000 Penalty: 2991.175781
	Iteration 19Q: 3 clusters Score -1237016 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1237089.625000 Penalty: 2991.175781
	Iteration 20F: 3 clusters Score -1237090 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1237163.875000 Penalty: 2991.175781
	Iteration 21Q: 3 clusters Score -1237164 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1237232.125000 Penalty: 2991.175781
	Iteration 22Q: 3 clusters Score -1237232 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1237299.250000 Penalty: 2991.175781
	Iteration 23Q: 3 clusters Score -1237299 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1237364.125000 Penalty: 2991.175781
	Iteration 24Q: 3 clusters Score -1237364 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1237417.625000 Penalty: 2991.175781
	Iteration 25Q: 3 clusters Score -1237418 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1237477.375000 Penalty: 2991.175781
	Iteration 26Q: 3 clusters Score -1237477 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1237534.500000 Penalty: 2991.175781
	Iteration 27Q: 3 clusters Score -1237534 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1237578.375000 Penalty: 2991.175781
	Iteration 28Q: 3 clusters Score -1237578 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1237613.500000 Penalty: 2991.175781
	Iteration 29Q: 3 clusters Score -1237614 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1237639.375000 Penalty: 2991.175781
	Iteration 30Q: 3 clusters Score -1237639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1237661.000000 Penalty: 2991.175781
	Iteration 31Q: 3 clusters Score -1237661 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1237677.375000 Penalty: 2991.175781
	Iteration 32Q: 3 clusters Score -1237677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1237692.125000 Penalty: 2991.175781
	Iteration 33Q: 3 clusters Score -1237692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1237701.375000 Penalty: 2991.175781
	Iteration 34Q: 3 clusters Score -1237701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1237707.250000 Penalty: 2991.175781
	Iteration 35Q: 3 clusters Score -1237707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1237711.250000 Penalty: 2991.175781
	Iteration 36Q: 3 clusters Score -1237711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1237711.750000 Penalty: 2991.175781
	Iteration 37Q: 3 clusters Score -1237712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1237715.750000 Penalty: 2991.175781
	Iteration 38Q: 3 clusters Score -1237716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1237719.500000 Penalty: 2991.175781
	Iteration 39Q: 3 clusters Score -1237720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1237726.000000 Penalty: 2991.175781
	Iteration 40F: 3 clusters Score -1237726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1237729.625000 Penalty: 2991.175781
	Iteration 41Q: 3 clusters Score -1237730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1237736.375000 Penalty: 2991.175781
	Iteration 42Q: 3 clusters Score -1237736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1237738.500000 Penalty: 2991.175781
	Iteration 43Q: 3 clusters Score -1237738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1237742.625000 Penalty: 2991.175781
	Iteration 44Q: 3 clusters Score -1237743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1237746.250000 Penalty: 2991.175781
	Iteration 45Q: 3 clusters Score -1237746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1237750.875000 Penalty: 2991.175781
	Iteration 46Q: 3 clusters Score -1237751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1237756.375000 Penalty: 2991.175781
	Iteration 47Q: 3 clusters Score -1237756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1237760.250000 Penalty: 2991.175781
	Iteration 48Q: 3 clusters Score -1237760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1237764.000000 Penalty: 2991.175781
	Iteration 49Q: 3 clusters Score -1237764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1237765.750000 Penalty: 2991.175781
	Iteration 50Q: 3 clusters Score -1237766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1237768.625000 Penalty: 2991.175781
	Iteration 51Q: 3 clusters Score -1237769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1237769.375000 Penalty: 2991.175781
	Iteration 52Q: 3 clusters Score -1237769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1237769.125000 Penalty: 2991.175781
	Iteration 53Q: 3 clusters Score -1237769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1237772.500000 Penalty: 2991.175781
	Iteration 54Q: 3 clusters Score -1237772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1237773.625000 Penalty: 2991.175781
	Iteration 55Q: 3 clusters Score -1237774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1237775.375000 Penalty: 2991.175781
	Iteration 56Q: 3 clusters Score -1237775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1237777.500000 Penalty: 2991.175781
	Iteration 57Q: 3 clusters Score -1237778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1237777.000000 Penalty: 2991.175781
	Iteration 58Q: 3 clusters Score -1237777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1237778.000000 Penalty: 2991.175781
	Iteration 59Q: 3 clusters Score -1237778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1237777.625000 Penalty: 2991.175781
	Iteration 60F: 3 clusters Score -1237778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1237778.375000 Penalty: 2991.175781
	Iteration 61Q: 3 clusters Score -1237778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1237779.875000 Penalty: 2991.175781
	Iteration 62Q: 3 clusters Score -1237780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1237782.625000 Penalty: 2991.175781
	Iteration 63Q: 3 clusters Score -1237783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1237784.000000 Penalty: 2991.175781
	Iteration 64Q: 3 clusters Score -1237784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1237785.625000 Penalty: 2991.175781
	Iteration 65Q: 3 clusters Score -1237786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1237784.375000 Penalty: 2991.175781
	Iteration 66Q: 3 clusters Score -1237784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1237787.625000 Penalty: 2991.175781
	Iteration 67Q: 3 clusters Score -1237788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1237789.000000 Penalty: 2991.175781
	Iteration 68Q: 3 clusters Score -1237789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1237792.500000 Penalty: 2991.175781
	Iteration 69Q: 3 clusters Score -1237792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1237791.375000 Penalty: 2991.175781
	Iteration 70Q: 3 clusters Score -1237791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1237792.375000 Penalty: 2991.175781
	Iteration 71Q: 3 clusters Score -1237792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1237792.750000 Penalty: 2991.175781
	Iteration 72Q: 3 clusters Score -1237793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1237792.750000 Penalty: 2991.175781
	Iteration 73F: 3 clusters Score -1237793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Entering Unmasked Estep 
Score: -231311.468750 Penalty: 1229.357178
	Iteration 0F: 2 clusters Score -231311.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -229255.937500 Penalty: 2458.714355
	Iteration 0F: 3 clusters Score -229255.9 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -229728.125000 Penalty: 2458.714355
	Iteration 1F: 3 clusters Score -229728.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -229857.015625 Penalty: 2458.714355
	Iteration 2F: 3 clusters Score -229857 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -229917.843750 Penalty: 2458.714355
	Iteration 3F: 3 clusters Score -229917.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -229946.125000 Penalty: 2458.714355
	Iteration 4Q: 3 clusters Score -229946.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -229966.312500 Penalty: 2458.714355
	Iteration 5Q: 3 clusters Score -229966.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -229987.359375 Penalty: 2458.714355
	Iteration 6Q: 3 clusters Score -229987.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -230004.187500 Penalty: 2458.714355
	Iteration 7Q: 3 clusters Score -230004.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -230019.312500 Penalty: 2458.714355
	Iteration 8Q: 3 clusters Score -230019.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -230034.265625 Penalty: 2458.714355
	Iteration 9Q: 3 clusters Score -230034.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -230047.625000 Penalty: 2458.714355
	Iteration 10Q: 3 clusters Score -230047.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -230058.953125 Penalty: 2458.714355
	Iteration 11Q: 3 clusters Score -230059 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -230070.187500 Penalty: 2458.714355
	Iteration 12Q: 3 clusters Score -230070.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -230085.140625 Penalty: 2458.714355
	Iteration 13Q: 3 clusters Score -230085.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -230099.390625 Penalty: 2458.714355
	Iteration 14Q: 3 clusters Score -230099.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -230115.937500 Penalty: 2458.714355
	Iteration 15Q: 3 clusters Score -230115.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -230127.593750 Penalty: 2458.714355
	Iteration 16Q: 3 clusters Score -230127.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -230138.765625 Penalty: 2458.714355
	Iteration 17Q: 3 clusters Score -230138.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -230148.984375 Penalty: 2458.714355
	Iteration 18Q: 3 clusters Score -230149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -230157.890625 Penalty: 2458.714355
	Iteration 19Q: 3 clusters Score -230157.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -230164.421875 Penalty: 2458.714355
	Iteration 20F: 3 clusters Score -230164.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -230171.484375 Penalty: 2458.714355
	Iteration 21Q: 3 clusters Score -230171.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -230178.015625 Penalty: 2458.714355
	Iteration 22Q: 3 clusters Score -230178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -230182.875000 Penalty: 2458.714355
	Iteration 23Q: 3 clusters Score -230182.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -230188.250000 Penalty: 2458.714355
	Iteration 24Q: 3 clusters Score -230188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -230193.250000 Penalty: 2458.714355
	Iteration 25Q: 3 clusters Score -230193.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -230199.609375 Penalty: 2458.714355
	Iteration 26Q: 3 clusters Score -230199.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -230206.218750 Penalty: 2458.714355
	Iteration 27Q: 3 clusters Score -230206.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -230212.937500 Penalty: 2458.714355
	Iteration 28Q: 3 clusters Score -230212.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -230230.312500 Penalty: 2458.714355
	Iteration 29Q: 3 clusters Score -230230.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -230248.843750 Penalty: 2458.714355
	Iteration 30Q: 3 clusters Score -230248.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -230266.609375 Penalty: 2458.714355
	Iteration 31Q: 3 clusters Score -230266.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -230278.640625 Penalty: 2458.714355
	Iteration 32Q: 3 clusters Score -230278.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -230292.656250 Penalty: 2458.714355
	Iteration 33Q: 3 clusters Score -230292.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -230308.375000 Penalty: 2458.714355
	Iteration 34Q: 3 clusters Score -230308.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -230323.515625 Penalty: 2458.714355
	Iteration 35Q: 3 clusters Score -230323.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -230355.234375 Penalty: 2458.714355
	Iteration 36Q: 3 clusters Score -230355.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -230398.531250 Penalty: 2458.714355
	Iteration 37Q: 3 clusters Score -230398.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -230451.468750 Penalty: 2458.714355
	Iteration 38Q: 3 clusters Score -230451.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -230507.484375 Penalty: 2458.714355
	Iteration 39Q: 3 clusters Score -230507.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -230567.609375 Penalty: 2458.714355
	Iteration 40F: 3 clusters Score -230567.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -230646.890625 Penalty: 2458.714355
	Iteration 41Q: 3 clusters Score -230646.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -230745.484375 Penalty: 2458.714355
	Iteration 42Q: 3 clusters Score -230745.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -230844.718750 Penalty: 2458.714355
	Iteration 43Q: 3 clusters Score -230844.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -230901.671875 Penalty: 2458.714355
	Iteration 44Q: 3 clusters Score -230901.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -230923.390625 Penalty: 2458.714355
	Iteration 45Q: 3 clusters Score -230923.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -230934.046875 Penalty: 2458.714355
	Iteration 46Q: 3 clusters Score -230934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -230937.921875 Penalty: 2458.714355
	Iteration 47Q: 3 clusters Score -230937.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -230940.421875 Penalty: 2458.714355
	Iteration 48Q: 3 clusters Score -230940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -230944.562500 Penalty: 2458.714355
	Iteration 49Q: 3 clusters Score -230944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -230947.046875 Penalty: 2458.714355
	Iteration 50Q: 3 clusters Score -230947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -230951.796875 Penalty: 2458.714355
	Iteration 51Q: 3 clusters Score -230951.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -230957.046875 Penalty: 2458.714355
	Iteration 52Q: 3 clusters Score -230957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -230958.562500 Penalty: 2458.714355
	Iteration 53Q: 3 clusters Score -230958.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -230959.140625 Penalty: 2458.714355
	Iteration 54Q: 3 clusters Score -230959.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -230960.312500 Penalty: 2458.714355
	Iteration 55Q: 3 clusters Score -230960.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -230961.234375 Penalty: 2458.714355
	Iteration 56Q: 3 clusters Score -230961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -230961.234375 Penalty: 2458.714355
	Iteration 57F: 3 clusters Score -230961.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Entering Unmasked Estep 
Score: -181462.359375 Penalty: 1187.311401
	Iteration 0F: 2 clusters Score -181462.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -179678.843750 Penalty: 2374.622803
	Iteration 0F: 3 clusters Score -179678.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -180004.906250 Penalty: 2374.622803
	Iteration 1F: 3 clusters Score -180004.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -180098.046875 Penalty: 2374.622803
	Iteration 2F: 3 clusters Score -180098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -180139.328125 Penalty: 2374.622803
	Iteration 3Q: 3 clusters Score -180139.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -180166.734375 Penalty: 2374.622803
	Iteration 4Q: 3 clusters Score -180166.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -180189.687500 Penalty: 2374.622803
	Iteration 5Q: 3 clusters Score -180189.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -180221.312500 Penalty: 2374.622803
	Iteration 6Q: 3 clusters Score -180221.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -180246.078125 Penalty: 2374.622803
	Iteration 7Q: 3 clusters Score -180246.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -180267.406250 Penalty: 2374.622803
	Iteration 8Q: 3 clusters Score -180267.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -180285.453125 Penalty: 2374.622803
	Iteration 9Q: 3 clusters Score -180285.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -180293.718750 Penalty: 2374.622803
	Iteration 10Q: 3 clusters Score -180293.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -180300.406250 Penalty: 2374.622803
	Iteration 11Q: 3 clusters Score -180300.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -180306.421875 Penalty: 2374.622803
	Iteration 12Q: 3 clusters Score -180306.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180312.203125 Penalty: 2374.622803
	Iteration 13Q: 3 clusters Score -180312.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -180317.250000 Penalty: 2374.622803
	Iteration 14Q: 3 clusters Score -180317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -180318.687500 Penalty: 2374.622803
	Iteration 15Q: 3 clusters Score -180318.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -180321.875000 Penalty: 2374.622803
	Iteration 16Q: 3 clusters Score -180321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -180322.609375 Penalty: 2374.622803
	Iteration 17Q: 3 clusters Score -180322.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -180322.609375 Penalty: 2374.622803
	Iteration 18F: 3 clusters Score -180322.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Entering Unmasked Estep 
Score: -1127066.875000 Penalty: 1483.042480
	Iteration 0F: 2 clusters Score -1127067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1120474.750000 Penalty: 2966.084961
	Iteration 0F: 3 clusters Score -1120475 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1122462.750000 Penalty: 2966.084961
	Iteration 1F: 3 clusters Score -1122463 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1122674.625000 Penalty: 2966.084961
	Iteration 2F: 3 clusters Score -1122675 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1122825.125000 Penalty: 2966.084961
	Iteration 3Q: 3 clusters Score -1122825 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1122942.625000 Penalty: 2966.084961
	Iteration 4Q: 3 clusters Score -1122943 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1123040.375000 Penalty: 2966.084961
	Iteration 5Q: 3 clusters Score -1123040 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1123142.250000 Penalty: 2966.084961
	Iteration 6Q: 3 clusters Score -1123142 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1123266.500000 Penalty: 2966.084961
	Iteration 7Q: 3 clusters Score -1123266 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1123437.125000 Penalty: 2966.084961
	Iteration 8Q: 3 clusters Score -1123437 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1123619.500000 Penalty: 2966.084961
	Iteration 9Q: 3 clusters Score -1123620 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1123803.375000 Penalty: 2966.084961
	Iteration 10Q: 3 clusters Score -1123803 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1123996.250000 Penalty: 2966.084961
	Iteration 11Q: 3 clusters Score -1123996 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1124203.250000 Penalty: 2966.084961
	Iteration 12Q: 3 clusters Score -1124203 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1124365.125000 Penalty: 2966.084961
	Iteration 13Q: 3 clusters Score -1124365 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1124491.625000 Penalty: 2966.084961
	Iteration 14Q: 3 clusters Score -1124492 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1124607.750000 Penalty: 2966.084961
	Iteration 15Q: 3 clusters Score -1124608 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1124701.125000 Penalty: 2966.084961
	Iteration 16Q: 3 clusters Score -1124701 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1124780.125000 Penalty: 2966.084961
	Iteration 17Q: 3 clusters Score -1124780 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1124852.625000 Penalty: 2966.084961
	Iteration 18Q: 3 clusters Score -1124853 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1124913.375000 Penalty: 2966.084961
	Iteration 19Q: 3 clusters Score -1124913 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1124973.125000 Penalty: 2966.084961
	Iteration 20F: 3 clusters Score -1124973 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1125018.750000 Penalty: 2966.084961
	Iteration 21Q: 3 clusters Score -1125019 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1125067.375000 Penalty: 2966.084961
	Iteration 22Q: 3 clusters Score -1125067 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1125117.500000 Penalty: 2966.084961
	Iteration 23Q: 3 clusters Score -1125118 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1125162.000000 Penalty: 2966.084961
	Iteration 24Q: 3 clusters Score -1125162 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1125201.125000 Penalty: 2966.084961
	Iteration 25Q: 3 clusters Score -1125201 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1125228.750000 Penalty: 2966.084961
	Iteration 26Q: 3 clusters Score -1125229 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1125256.000000 Penalty: 2966.084961
	Iteration 27Q: 3 clusters Score -1125256 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1125280.500000 Penalty: 2966.084961
	Iteration 28Q: 3 clusters Score -1125280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1125288.625000 Penalty: 2966.084961
	Iteration 29Q: 3 clusters Score -1125289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1125298.750000 Penalty: 2966.084961
	Iteration 30Q: 3 clusters Score -1125299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1125307.375000 Penalty: 2966.084961
	Iteration 31Q: 3 clusters Score -1125307 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1125324.000000 Penalty: 2966.084961
	Iteration 32Q: 3 clusters Score -1125324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1125335.500000 Penalty: 2966.084961
	Iteration 33Q: 3 clusters Score -1125336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1125351.375000 Penalty: 2966.084961
	Iteration 34Q: 3 clusters Score -1125351 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1125371.500000 Penalty: 2966.084961
	Iteration 35Q: 3 clusters Score -1125372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1125384.250000 Penalty: 2966.084961
	Iteration 36Q: 3 clusters Score -1125384 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1125392.500000 Penalty: 2966.084961
	Iteration 37Q: 3 clusters Score -1125392 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1125409.125000 Penalty: 2966.084961
	Iteration 38Q: 3 clusters Score -1125409 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1125429.625000 Penalty: 2966.084961
	Iteration 39Q: 3 clusters Score -1125430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1125446.625000 Penalty: 2966.084961
	Iteration 40F: 3 clusters Score -1125447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1125460.125000 Penalty: 2966.084961
	Iteration 41Q: 3 clusters Score -1125460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1125471.500000 Penalty: 2966.084961
	Iteration 42Q: 3 clusters Score -1125472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1125486.625000 Penalty: 2966.084961
	Iteration 43Q: 3 clusters Score -1125487 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1125500.625000 Penalty: 2966.084961
	Iteration 44Q: 3 clusters Score -1125501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1125514.875000 Penalty: 2966.084961
	Iteration 45Q: 3 clusters Score -1125515 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1125530.875000 Penalty: 2966.084961
	Iteration 46Q: 3 clusters Score -1125531 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1125543.250000 Penalty: 2966.084961
	Iteration 47Q: 3 clusters Score -1125543 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1125562.000000 Penalty: 2966.084961
	Iteration 48Q: 3 clusters Score -1125562 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1125574.625000 Penalty: 2966.084961
	Iteration 49Q: 3 clusters Score -1125575 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1125588.625000 Penalty: 2966.084961
	Iteration 50Q: 3 clusters Score -1125589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1125604.125000 Penalty: 2966.084961
	Iteration 51Q: 3 clusters Score -1125604 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1125616.500000 Penalty: 2966.084961
	Iteration 52Q: 3 clusters Score -1125616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1125622.500000 Penalty: 2966.084961
	Iteration 53Q: 3 clusters Score -1125622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1125633.375000 Penalty: 2966.084961
	Iteration 54Q: 3 clusters Score -1125633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1125640.875000 Penalty: 2966.084961
	Iteration 55Q: 3 clusters Score -1125641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1125651.375000 Penalty: 2966.084961
	Iteration 56Q: 3 clusters Score -1125651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1125659.500000 Penalty: 2966.084961
	Iteration 57Q: 3 clusters Score -1125660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1125668.625000 Penalty: 2966.084961
	Iteration 58Q: 3 clusters Score -1125669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1125672.250000 Penalty: 2966.084961
	Iteration 59Q: 3 clusters Score -1125672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1125675.250000 Penalty: 2966.084961
	Iteration 60F: 3 clusters Score -1125675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1125678.375000 Penalty: 2966.084961
	Iteration 61Q: 3 clusters Score -1125678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1125680.000000 Penalty: 2966.084961
	Iteration 62Q: 3 clusters Score -1125680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1125681.000000 Penalty: 2966.084961
	Iteration 63Q: 3 clusters Score -1125681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1125682.750000 Penalty: 2966.084961
	Iteration 64Q: 3 clusters Score -1125683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1125684.000000 Penalty: 2966.084961
	Iteration 65Q: 3 clusters Score -1125684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1125684.375000 Penalty: 2966.084961
	Iteration 66Q: 3 clusters Score -1125684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1125685.500000 Penalty: 2966.084961
	Iteration 67Q: 3 clusters Score -1125686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1125686.875000 Penalty: 2966.084961
	Iteration 68Q: 3 clusters Score -1125687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1125687.375000 Penalty: 2966.084961
	Iteration 69Q: 3 clusters Score -1125687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1125689.000000 Penalty: 2966.084961
	Iteration 70Q: 3 clusters Score -1125689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1125689.750000 Penalty: 2966.084961
	Iteration 71Q: 3 clusters Score -1125690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1125691.250000 Penalty: 2966.084961
	Iteration 72Q: 3 clusters Score -1125691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1125691.625000 Penalty: 2966.084961
	Iteration 73Q: 3 clusters Score -1125692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1125694.500000 Penalty: 2966.084961
	Iteration 74Q: 3 clusters Score -1125694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1125696.500000 Penalty: 2966.084961
	Iteration 75Q: 3 clusters Score -1125696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1125699.500000 Penalty: 2966.084961
	Iteration 76Q: 3 clusters Score -1125700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1125702.750000 Penalty: 2966.084961
	Iteration 77Q: 3 clusters Score -1125703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1125703.875000 Penalty: 2966.084961
	Iteration 78Q: 3 clusters Score -1125704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1125704.250000 Penalty: 2966.084961
	Iteration 79Q: 3 clusters Score -1125704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1125704.500000 Penalty: 2966.084961
	Iteration 80F: 3 clusters Score -1125704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1125707.625000 Penalty: 2966.084961
	Iteration 81Q: 3 clusters Score -1125708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1125711.375000 Penalty: 2966.084961
	Iteration 82Q: 3 clusters Score -1125711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1125714.125000 Penalty: 2966.084961
	Iteration 83Q: 3 clusters Score -1125714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1125715.500000 Penalty: 2966.084961
	Iteration 84Q: 3 clusters Score -1125716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1125717.000000 Penalty: 2966.084961
	Iteration 85Q: 3 clusters Score -1125717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1125719.250000 Penalty: 2966.084961
	Iteration 86Q: 3 clusters Score -1125719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1125723.750000 Penalty: 2966.084961
	Iteration 87Q: 3 clusters Score -1125724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1125724.875000 Penalty: 2966.084961
	Iteration 88Q: 3 clusters Score -1125725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1125726.125000 Penalty: 2966.084961
	Iteration 89Q: 3 clusters Score -1125726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1125725.875000 Penalty: 2966.084961
	Iteration 90Q: 3 clusters Score -1125726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1125729.375000 Penalty: 2966.084961
	Iteration 91Q: 3 clusters Score -1125729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1125734.875000 Penalty: 2966.084961
	Iteration 92Q: 3 clusters Score -1125735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1125734.125000 Penalty: 2966.084961
	Iteration 93Q: 3 clusters Score -1125734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1125736.125000 Penalty: 2966.084961
	Iteration 94Q: 3 clusters Score -1125736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1125737.875000 Penalty: 2966.084961
	Iteration 95Q: 3 clusters Score -1125738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1125743.125000 Penalty: 2966.084961
	Iteration 96Q: 3 clusters Score -1125743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1125748.000000 Penalty: 2966.084961
	Iteration 97Q: 3 clusters Score -1125748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1125749.000000 Penalty: 2966.084961
	Iteration 98Q: 3 clusters Score -1125749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1125757.125000 Penalty: 2966.084961
	Iteration 99Q: 3 clusters Score -1125757 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1125764.125000 Penalty: 2966.084961
	Iteration 100F: 3 clusters Score -1125764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1125766.250000 Penalty: 2966.084961
	Iteration 101Q: 3 clusters Score -1125766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1125768.750000 Penalty: 2966.084961
	Iteration 102Q: 3 clusters Score -1125769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1125767.875000 Penalty: 2966.084961
	Iteration 103Q: 3 clusters Score -1125768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1125769.375000 Penalty: 2966.084961
	Iteration 104Q: 3 clusters Score -1125769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1125768.375000 Penalty: 2966.084961
	Iteration 105Q: 3 clusters Score -1125768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1125770.250000 Penalty: 2966.084961
	Iteration 106Q: 3 clusters Score -1125770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1125771.500000 Penalty: 2966.084961
	Iteration 107Q: 3 clusters Score -1125772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1125771.125000 Penalty: 2966.084961
	Iteration 108Q: 3 clusters Score -1125771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1125773.000000 Penalty: 2966.084961
	Iteration 109Q: 3 clusters Score -1125773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1125773.750000 Penalty: 2966.084961
	Iteration 110Q: 3 clusters Score -1125774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1125772.875000 Penalty: 2966.084961
	Iteration 111Q: 3 clusters Score -1125773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1125773.500000 Penalty: 2966.084961
	Iteration 112Q: 3 clusters Score -1125774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1125773.375000 Penalty: 2966.084961
	Iteration 113Q: 3 clusters Score -1125773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1125775.375000 Penalty: 2966.084961
	Iteration 114Q: 3 clusters Score -1125775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1125776.875000 Penalty: 2966.084961
	Iteration 115Q: 3 clusters Score -1125777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1125775.500000 Penalty: 2966.084961
	Iteration 116Q: 3 clusters Score -1125776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1125775.875000 Penalty: 2966.084961
	Iteration 117Q: 3 clusters Score -1125776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1125775.875000 Penalty: 2966.084961
	Iteration 118F: 3 clusters Score -1125776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Entering Unmasked Estep 
Score: -2450234.000000 Penalty: 1607.650757
	Iteration 0F: 2 clusters Score -2450234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2436637.000000 Penalty: 3215.301514
	Iteration 0F: 3 clusters Score -2436637 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2441523.000000 Penalty: 3215.301514
	Iteration 1F: 3 clusters Score -2441523 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -2441937.500000 Penalty: 3215.301514
	Iteration 2Q: 3 clusters Score -2441938 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2442385.750000 Penalty: 3215.301514
	Iteration 3F: 3 clusters Score -2442386 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2442868.250000 Penalty: 3215.301514
	Iteration 4F: 3 clusters Score -2442868 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -2443429.000000 Penalty: 3215.301514
	Iteration 5F: 3 clusters Score -2443429 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2444066.750000 Penalty: 3215.301514
	Iteration 6F: 3 clusters Score -2444067 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2444647.750000 Penalty: 3215.301514
	Iteration 7F: 3 clusters Score -2444648 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -2445258.500000 Penalty: 3215.301514
	Iteration 8Q: 3 clusters Score -2445258 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2445816.500000 Penalty: 3215.301514
	Iteration 9Q: 3 clusters Score -2445816 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -2446244.250000 Penalty: 3215.301514
	Iteration 10Q: 3 clusters Score -2446244 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2446635.250000 Penalty: 3215.301514
	Iteration 11Q: 3 clusters Score -2446635 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2447000.500000 Penalty: 3215.301514
	Iteration 12Q: 3 clusters Score -2447000 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -2447288.250000 Penalty: 3215.301514
	Iteration 13Q: 3 clusters Score -2447288 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2447483.000000 Penalty: 3215.301514
	Iteration 14Q: 3 clusters Score -2447483 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2447606.000000 Penalty: 3215.301514
	Iteration 15Q: 3 clusters Score -2447606 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2447679.500000 Penalty: 3215.301514
	Iteration 16Q: 3 clusters Score -2447680 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2447717.750000 Penalty: 3215.301514
	Iteration 17Q: 3 clusters Score -2447718 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2447737.250000 Penalty: 3215.301514
	Iteration 18Q: 3 clusters Score -2447737 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2447760.250000 Penalty: 3215.301514
	Iteration 19Q: 3 clusters Score -2447760 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2447775.000000 Penalty: 3215.301514
	Iteration 20F: 3 clusters Score -2447775 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2447788.500000 Penalty: 3215.301514
	Iteration 21Q: 3 clusters Score -2447788 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2447797.250000 Penalty: 3215.301514
	Iteration 22Q: 3 clusters Score -2447797 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2447803.250000 Penalty: 3215.301514
	Iteration 23Q: 3 clusters Score -2447803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2447801.750000 Penalty: 3215.301514
	Iteration 24Q: 3 clusters Score -2447802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2447819.750000 Penalty: 3215.301514
	Iteration 25Q: 3 clusters Score -2447820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2447816.000000 Penalty: 3215.301514
	Iteration 26Q: 3 clusters Score -2447816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2447817.750000 Penalty: 3215.301514
	Iteration 27Q: 3 clusters Score -2447818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2447817.250000 Penalty: 3215.301514
	Iteration 28Q: 3 clusters Score -2447817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2447819.750000 Penalty: 3215.301514
	Iteration 29Q: 3 clusters Score -2447820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2447819.750000 Penalty: 3215.301514
	Iteration 30Q: 3 clusters Score -2447820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2447820.500000 Penalty: 3215.301514
	Iteration 31Q: 3 clusters Score -2447820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2447824.000000 Penalty: 3215.301514
	Iteration 32Q: 3 clusters Score -2447824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2447822.750000 Penalty: 3215.301514
	Iteration 33Q: 3 clusters Score -2447823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2447827.000000 Penalty: 3215.301514
	Iteration 34Q: 3 clusters Score -2447827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -2447829.250000 Penalty: 3215.301514
	Iteration 35Q: 3 clusters Score -2447829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2447829.750000 Penalty: 3215.301514
	Iteration 36Q: 3 clusters Score -2447830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2447823.000000 Penalty: 3215.301514
	Iteration 37Q: 3 clusters Score -2447823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2447825.500000 Penalty: 3215.301514
	Iteration 38Q: 3 clusters Score -2447826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2447825.000000 Penalty: 3215.301514
	Iteration 39Q: 3 clusters Score -2447825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2447826.750000 Penalty: 3215.301514
	Iteration 40F: 3 clusters Score -2447827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2447824.750000 Penalty: 3215.301514
	Iteration 41Q: 3 clusters Score -2447825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2447825.000000 Penalty: 3215.301514
	Iteration 42Q: 3 clusters Score -2447825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2447826.000000 Penalty: 3215.301514
	Iteration 43Q: 3 clusters Score -2447826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2447822.750000 Penalty: 3215.301514
	Iteration 44Q: 3 clusters Score -2447823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2447823.500000 Penalty: 3215.301514
	Iteration 45Q: 3 clusters Score -2447824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2447821.250000 Penalty: 3215.301514
	Iteration 46Q: 3 clusters Score -2447821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2447826.500000 Penalty: 3215.301514
	Iteration 47Q: 3 clusters Score -2447826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2447823.750000 Penalty: 3215.301514
	Iteration 48Q: 3 clusters Score -2447824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2447829.500000 Penalty: 3215.301514
	Iteration 49Q: 3 clusters Score -2447830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2447828.750000 Penalty: 3215.301514
	Iteration 50Q: 3 clusters Score -2447829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2447829.750000 Penalty: 3215.301514
	Iteration 51Q: 3 clusters Score -2447830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2447828.750000 Penalty: 3215.301514
	Iteration 52Q: 3 clusters Score -2447829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2447825.250000 Penalty: 3215.301514
	Iteration 53Q: 3 clusters Score -2447825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2447825.750000 Penalty: 3215.301514
	Iteration 54Q: 3 clusters Score -2447826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2447827.750000 Penalty: 3215.301514
	Iteration 55Q: 3 clusters Score -2447828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2447829.750000 Penalty: 3215.301514
	Iteration 56Q: 3 clusters Score -2447830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2447830.500000 Penalty: 3215.301514
	Iteration 57Q: 3 clusters Score -2447830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -2447825.750000 Penalty: 3215.301514
	Iteration 58Q: 3 clusters Score -2447826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2447831.250000 Penalty: 3215.301514
	Iteration 59Q: 3 clusters Score -2447831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2447832.000000 Penalty: 3215.301514
	Iteration 60F: 3 clusters Score -2447832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2447833.250000 Penalty: 3215.301514
	Iteration 61Q: 3 clusters Score -2447833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2447826.500000 Penalty: 3215.301514
	Iteration 62Q: 3 clusters Score -2447826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2447828.750000 Penalty: 3215.301514
	Iteration 63Q: 3 clusters Score -2447829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2447831.750000 Penalty: 3215.301514
	Iteration 64Q: 3 clusters Score -2447832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2447831.750000 Penalty: 3215.301514
	Iteration 65F: 3 clusters Score -2447832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -233991.109375 Penalty: 1227.323853
	Iteration 0F: 2 clusters Score -233991.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -231959.593750 Penalty: 2454.647705
	Iteration 0F: 3 clusters Score -231959.6 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -232418.046875 Penalty: 2454.647705
	Iteration 1F: 3 clusters Score -232418 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -232533.156250 Penalty: 2454.647705
	Iteration 2F: 3 clusters Score -232533.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -232593.500000 Penalty: 2454.647705
	Iteration 3Q: 3 clusters Score -232593.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -232634.828125 Penalty: 2454.647705
	Iteration 4Q: 3 clusters Score -232634.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -232666.906250 Penalty: 2454.647705
	Iteration 5Q: 3 clusters Score -232666.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -232686.875000 Penalty: 2454.647705
	Iteration 6Q: 3 clusters Score -232686.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -232704.421875 Penalty: 2454.647705
	Iteration 7Q: 3 clusters Score -232704.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -232720.515625 Penalty: 2454.647705
	Iteration 8Q: 3 clusters Score -232720.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -232732.531250 Penalty: 2454.647705
	Iteration 9Q: 3 clusters Score -232732.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -232740.609375 Penalty: 2454.647705
	Iteration 10Q: 3 clusters Score -232740.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -232745.828125 Penalty: 2454.647705
	Iteration 11Q: 3 clusters Score -232745.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -232751.546875 Penalty: 2454.647705
	Iteration 12Q: 3 clusters Score -232751.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -232756.296875 Penalty: 2454.647705
	Iteration 13Q: 3 clusters Score -232756.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -232763.140625 Penalty: 2454.647705
	Iteration 14Q: 3 clusters Score -232763.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -232769.734375 Penalty: 2454.647705
	Iteration 15Q: 3 clusters Score -232769.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -232778.500000 Penalty: 2454.647705
	Iteration 16Q: 3 clusters Score -232778.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -232789.031250 Penalty: 2454.647705
	Iteration 17Q: 3 clusters Score -232789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -232794.812500 Penalty: 2454.647705
	Iteration 18Q: 3 clusters Score -232794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -232798.218750 Penalty: 2454.647705
	Iteration 19Q: 3 clusters Score -232798.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -232802.468750 Penalty: 2454.647705
	Iteration 20F: 3 clusters Score -232802.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -232808.750000 Penalty: 2454.647705
	Iteration 21Q: 3 clusters Score -232808.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -232815.640625 Penalty: 2454.647705
	Iteration 22Q: 3 clusters Score -232815.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -232822.421875 Penalty: 2454.647705
	Iteration 23Q: 3 clusters Score -232822.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -232825.921875 Penalty: 2454.647705
	Iteration 24Q: 3 clusters Score -232825.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -232828.890625 Penalty: 2454.647705
	Iteration 25Q: 3 clusters Score -232828.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -232833.312500 Penalty: 2454.647705
	Iteration 26Q: 3 clusters Score -232833.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -232840.546875 Penalty: 2454.647705
	Iteration 27Q: 3 clusters Score -232840.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -232850.250000 Penalty: 2454.647705
	Iteration 28Q: 3 clusters Score -232850.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -232858.093750 Penalty: 2454.647705
	Iteration 29Q: 3 clusters Score -232858.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -232864.968750 Penalty: 2454.647705
	Iteration 30Q: 3 clusters Score -232865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -232872.750000 Penalty: 2454.647705
	Iteration 31Q: 3 clusters Score -232872.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -232880.187500 Penalty: 2454.647705
	Iteration 32Q: 3 clusters Score -232880.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -232888.625000 Penalty: 2454.647705
	Iteration 33Q: 3 clusters Score -232888.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -232894.750000 Penalty: 2454.647705
	Iteration 34Q: 3 clusters Score -232894.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -232897.484375 Penalty: 2454.647705
	Iteration 35Q: 3 clusters Score -232897.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -232901.750000 Penalty: 2454.647705
	Iteration 36Q: 3 clusters Score -232901.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -232904.093750 Penalty: 2454.647705
	Iteration 37Q: 3 clusters Score -232904.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -232904.265625 Penalty: 2454.647705
	Iteration 38Q: 3 clusters Score -232904.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -232904.265625 Penalty: 2454.647705
	Iteration 39F: 3 clusters Score -232904.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Entering Unmasked Estep 
Score: -592667.062500 Penalty: 1380.959717
	Iteration 0F: 2 clusters Score -592667.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -588800.625000 Penalty: 2761.919434
	Iteration 0F: 3 clusters Score -588800.6 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -589862.250000 Penalty: 2761.919434
	Iteration 1F: 3 clusters Score -589862.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -590065.875000 Penalty: 2761.919434
	Iteration 2F: 3 clusters Score -590065.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -590300.250000 Penalty: 2761.919434
	Iteration 3F: 3 clusters Score -590300.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -590611.562500 Penalty: 2761.919434
	Iteration 4F: 3 clusters Score -590611.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -591070.375000 Penalty: 2761.919434
	Iteration 5F: 3 clusters Score -591070.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -591494.937500 Penalty: 2761.919434
	Iteration 6F: 3 clusters Score -591494.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -591874.125000 Penalty: 2761.919434
	Iteration 7F: 3 clusters Score -591874.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -592192.500000 Penalty: 2761.919434
	Iteration 8F: 3 clusters Score -592192.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -592448.750000 Penalty: 2761.919434
	Iteration 9Q: 3 clusters Score -592448.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -592693.062500 Penalty: 2761.919434
	Iteration 10Q: 3 clusters Score -592693.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -592858.625000 Penalty: 2761.919434
	Iteration 11Q: 3 clusters Score -592858.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -592942.937500 Penalty: 2761.919434
	Iteration 12Q: 3 clusters Score -592942.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -592996.625000 Penalty: 2761.919434
	Iteration 13Q: 3 clusters Score -592996.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -593045.062500 Penalty: 2761.919434
	Iteration 14Q: 3 clusters Score -593045.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -593086.500000 Penalty: 2761.919434
	Iteration 15Q: 3 clusters Score -593086.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -593113.875000 Penalty: 2761.919434
	Iteration 16Q: 3 clusters Score -593113.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -593139.437500 Penalty: 2761.919434
	Iteration 17Q: 3 clusters Score -593139.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -593175.750000 Penalty: 2761.919434
	Iteration 18Q: 3 clusters Score -593175.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -593216.500000 Penalty: 2761.919434
	Iteration 19Q: 3 clusters Score -593216.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -593231.812500 Penalty: 2761.919434
	Iteration 20F: 3 clusters Score -593231.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -593239.687500 Penalty: 2761.919434
	Iteration 21Q: 3 clusters Score -593239.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -593240.250000 Penalty: 2761.919434
	Iteration 22Q: 3 clusters Score -593240.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -593240.812500 Penalty: 2761.919434
	Iteration 23Q: 3 clusters Score -593240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -593240.812500 Penalty: 2761.919434
	Iteration 24F: 3 clusters Score -593240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56400 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27386 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 3347 members 
Mstep: Class 11 contains 17426 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14012 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 1861 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28755 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73753 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14218 members 
Mstep: Class 35 contains 1486 members 
Mstep: Class 36 contains 2079 members 
Mstep: Class 37 contains 3045 members 
Entering Unmasked Estep 
Score: -48248936.000000 Penalty: 77586.710938
Splitting cluster 20 changes total score from -48247656.000000 to -48248936.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 21 (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: -145040.562500 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -145040.6 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 590 members 
Entering Unmasked Estep 
Score: -143470.828125 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -143470.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -143734.468750 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -143734.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -143810.093750 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -143810.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143850.718750 Penalty: 2297.709229
	Iteration 3Q: 3 clusters Score -143850.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -143865.781250 Penalty: 2297.709229
	Iteration 4Q: 3 clusters Score -143865.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -143876.781250 Penalty: 2297.709229
	Iteration 5Q: 3 clusters Score -143876.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -143883.562500 Penalty: 2297.709229
	Iteration 6Q: 3 clusters Score -143883.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -143889.718750 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -143889.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -143898.093750 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -143898.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -143904.437500 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -143904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -143905.828125 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -143905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143907.718750 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -143907.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143910.125000 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -143910.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -143912.468750 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -143912.5 nChanged 3
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: -143913.781250 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -143913.8 nChanged 0
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: -143913.781250 Penalty: 2297.709229
	Iteration 15F: 3 clusters Score -143913.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Entering Unmasked Estep 
Score: -3580966.750000 Penalty: 1668.317139
	Iteration 0F: 2 clusters Score -3580967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3561603.500000 Penalty: 3336.634277
	Iteration 0F: 3 clusters Score -3561604 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3569079.000000 Penalty: 3336.634277
	Iteration 1F: 3 clusters Score -3569079 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3569689.500000 Penalty: 3336.634277
	Iteration 2F: 3 clusters Score -3569690 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -3570374.000000 Penalty: 3336.634277
	Iteration 3F: 3 clusters Score -3570374 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3571140.750000 Penalty: 3336.634277
	Iteration 4F: 3 clusters Score -3571141 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -3571951.500000 Penalty: 3336.634277
	Iteration 5F: 3 clusters Score -3571952 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3572849.000000 Penalty: 3336.634277
	Iteration 6F: 3 clusters Score -3572849 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -3573652.250000 Penalty: 3336.634277
	Iteration 7F: 3 clusters Score -3573652 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3574399.500000 Penalty: 3336.634277
	Iteration 8Q: 3 clusters Score -3574400 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3575052.500000 Penalty: 3336.634277
	Iteration 9Q: 3 clusters Score -3575052 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3575612.250000 Penalty: 3336.634277
	Iteration 10Q: 3 clusters Score -3575612 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -3576001.000000 Penalty: 3336.634277
	Iteration 11Q: 3 clusters Score -3576001 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -3576270.500000 Penalty: 3336.634277
	Iteration 12Q: 3 clusters Score -3576270 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3576434.500000 Penalty: 3336.634277
	Iteration 13Q: 3 clusters Score -3576434 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3576563.750000 Penalty: 3336.634277
	Iteration 14Q: 3 clusters Score -3576564 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3576695.250000 Penalty: 3336.634277
	Iteration 15Q: 3 clusters Score -3576695 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -3576771.500000 Penalty: 3336.634277
	Iteration 16Q: 3 clusters Score -3576772 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -3576872.750000 Penalty: 3336.634277
	Iteration 17Q: 3 clusters Score -3576873 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3576980.750000 Penalty: 3336.634277
	Iteration 18Q: 3 clusters Score -3576981 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3577069.750000 Penalty: 3336.634277
	Iteration 19Q: 3 clusters Score -3577070 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3577191.250000 Penalty: 3336.634277
	Iteration 20F: 3 clusters Score -3577191 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3577293.500000 Penalty: 3336.634277
	Iteration 21Q: 3 clusters Score -3577294 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -3577377.250000 Penalty: 3336.634277
	Iteration 22Q: 3 clusters Score -3577377 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3577435.500000 Penalty: 3336.634277
	Iteration 23Q: 3 clusters Score -3577436 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -3577473.000000 Penalty: 3336.634277
	Iteration 24Q: 3 clusters Score -3577473 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -3577532.750000 Penalty: 3336.634277
	Iteration 25Q: 3 clusters Score -3577533 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -3577566.500000 Penalty: 3336.634277
	Iteration 26Q: 3 clusters Score -3577566 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3577592.250000 Penalty: 3336.634277
	Iteration 27Q: 3 clusters Score -3577592 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3577616.000000 Penalty: 3336.634277
	Iteration 28Q: 3 clusters Score -3577616 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -3577640.500000 Penalty: 3336.634277
	Iteration 29Q: 3 clusters Score -3577640 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -3577669.250000 Penalty: 3336.634277
	Iteration 30Q: 3 clusters Score -3577669 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -3577690.500000 Penalty: 3336.634277
	Iteration 31Q: 3 clusters Score -3577690 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3577708.250000 Penalty: 3336.634277
	Iteration 32Q: 3 clusters Score -3577708 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -3577733.250000 Penalty: 3336.634277
	Iteration 33Q: 3 clusters Score -3577733 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3577763.250000 Penalty: 3336.634277
	Iteration 34Q: 3 clusters Score -3577763 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -3577787.500000 Penalty: 3336.634277
	Iteration 35Q: 3 clusters Score -3577788 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3577817.750000 Penalty: 3336.634277
	Iteration 36Q: 3 clusters Score -3577818 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3577857.750000 Penalty: 3336.634277
	Iteration 37Q: 3 clusters Score -3577858 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -3577892.250000 Penalty: 3336.634277
	Iteration 38Q: 3 clusters Score -3577892 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -3577933.750000 Penalty: 3336.634277
	Iteration 39Q: 3 clusters Score -3577934 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3577975.250000 Penalty: 3336.634277
	Iteration 40F: 3 clusters Score -3577975 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -3578020.000000 Penalty: 3336.634277
	Iteration 41Q: 3 clusters Score -3578020 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -3578069.500000 Penalty: 3336.634277
	Iteration 42Q: 3 clusters Score -3578070 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -3578113.750000 Penalty: 3336.634277
	Iteration 43Q: 3 clusters Score -3578114 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -3578168.000000 Penalty: 3336.634277
	Iteration 44Q: 3 clusters Score -3578168 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -3578212.000000 Penalty: 3336.634277
	Iteration 45Q: 3 clusters Score -3578212 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3578262.500000 Penalty: 3336.634277
	Iteration 46Q: 3 clusters Score -3578262 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -3578301.000000 Penalty: 3336.634277
	Iteration 47Q: 3 clusters Score -3578301 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -3578333.750000 Penalty: 3336.634277
	Iteration 48Q: 3 clusters Score -3578334 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -3578364.500000 Penalty: 3336.634277
	Iteration 49Q: 3 clusters Score -3578364 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3578407.250000 Penalty: 3336.634277
	Iteration 50Q: 3 clusters Score -3578407 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -3578440.500000 Penalty: 3336.634277
	Iteration 51Q: 3 clusters Score -3578440 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -3578490.000000 Penalty: 3336.634277
	Iteration 52Q: 3 clusters Score -3578490 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3578519.000000 Penalty: 3336.634277
	Iteration 53Q: 3 clusters Score -3578519 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3578558.250000 Penalty: 3336.634277
	Iteration 54Q: 3 clusters Score -3578558 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -3578592.000000 Penalty: 3336.634277
	Iteration 55Q: 3 clusters Score -3578592 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3578621.250000 Penalty: 3336.634277
	Iteration 56Q: 3 clusters Score -3578621 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -3578646.000000 Penalty: 3336.634277
	Iteration 57Q: 3 clusters Score -3578646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -3578663.500000 Penalty: 3336.634277
	Iteration 58Q: 3 clusters Score -3578664 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3578684.250000 Penalty: 3336.634277
	Iteration 59Q: 3 clusters Score -3578684 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -3578700.500000 Penalty: 3336.634277
	Iteration 60F: 3 clusters Score -3578700 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -3578716.750000 Penalty: 3336.634277
	Iteration 61Q: 3 clusters Score -3578717 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3578728.500000 Penalty: 3336.634277
	Iteration 62Q: 3 clusters Score -3578728 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3578747.750000 Penalty: 3336.634277
	Iteration 63Q: 3 clusters Score -3578748 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3578765.250000 Penalty: 3336.634277
	Iteration 64Q: 3 clusters Score -3578765 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3578772.750000 Penalty: 3336.634277
	Iteration 65Q: 3 clusters Score -3578773 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3578784.250000 Penalty: 3336.634277
	Iteration 66Q: 3 clusters Score -3578784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3578798.500000 Penalty: 3336.634277
	Iteration 67Q: 3 clusters Score -3578798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3578814.500000 Penalty: 3336.634277
	Iteration 68Q: 3 clusters Score -3578814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -3578829.000000 Penalty: 3336.634277
	Iteration 69Q: 3 clusters Score -3578829 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3578836.750000 Penalty: 3336.634277
	Iteration 70Q: 3 clusters Score -3578837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -3578848.250000 Penalty: 3336.634277
	Iteration 71Q: 3 clusters Score -3578848 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3578864.500000 Penalty: 3336.634277
	Iteration 72Q: 3 clusters Score -3578864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3578877.500000 Penalty: 3336.634277
	Iteration 73Q: 3 clusters Score -3578878 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3578895.000000 Penalty: 3336.634277
	Iteration 74Q: 3 clusters Score -3578895 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3578937.500000 Penalty: 3336.634277
	Iteration 75Q: 3 clusters Score -3578938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -3578950.500000 Penalty: 3336.634277
	Iteration 76Q: 3 clusters Score -3578950 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3578966.250000 Penalty: 3336.634277
	Iteration 77Q: 3 clusters Score -3578966 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3578979.500000 Penalty: 3336.634277
	Iteration 78Q: 3 clusters Score -3578980 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3578991.250000 Penalty: 3336.634277
	Iteration 79Q: 3 clusters Score -3578991 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3579013.750000 Penalty: 3336.634277
	Iteration 80F: 3 clusters Score -3579014 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3579035.000000 Penalty: 3336.634277
	Iteration 81Q: 3 clusters Score -3579035 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3579059.500000 Penalty: 3336.634277
	Iteration 82Q: 3 clusters Score -3579060 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3579091.250000 Penalty: 3336.634277
	Iteration 83Q: 3 clusters Score -3579091 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3579110.750000 Penalty: 3336.634277
	Iteration 84Q: 3 clusters Score -3579111 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3579133.000000 Penalty: 3336.634277
	Iteration 85Q: 3 clusters Score -3579133 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3579152.750000 Penalty: 3336.634277
	Iteration 86Q: 3 clusters Score -3579153 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3579176.500000 Penalty: 3336.634277
	Iteration 87Q: 3 clusters Score -3579176 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3579202.000000 Penalty: 3336.634277
	Iteration 88Q: 3 clusters Score -3579202 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3579217.250000 Penalty: 3336.634277
	Iteration 89Q: 3 clusters Score -3579217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3579229.000000 Penalty: 3336.634277
	Iteration 90Q: 3 clusters Score -3579229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -3579235.250000 Penalty: 3336.634277
	Iteration 91Q: 3 clusters Score -3579235 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3579263.000000 Penalty: 3336.634277
	Iteration 92Q: 3 clusters Score -3579263 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3579288.250000 Penalty: 3336.634277
	Iteration 93Q: 3 clusters Score -3579288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3579288.000000 Penalty: 3336.634277
	Iteration 94Q: 3 clusters Score -3579288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3579300.250000 Penalty: 3336.634277
	Iteration 95Q: 3 clusters Score -3579300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3579320.250000 Penalty: 3336.634277
	Iteration 96Q: 3 clusters Score -3579320 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3579339.750000 Penalty: 3336.634277
	Iteration 97Q: 3 clusters Score -3579340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3579349.750000 Penalty: 3336.634277
	Iteration 98Q: 3 clusters Score -3579350 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3579355.750000 Penalty: 3336.634277
	Iteration 99Q: 3 clusters Score -3579356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3579368.250000 Penalty: 3336.634277
	Iteration 100F: 3 clusters Score -3579368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3579367.750000 Penalty: 3336.634277
	Iteration 101Q: 3 clusters Score -3579368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3579380.500000 Penalty: 3336.634277
	Iteration 102Q: 3 clusters Score -3579380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3579379.500000 Penalty: 3336.634277
	Iteration 103Q: 3 clusters Score -3579380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3579380.000000 Penalty: 3336.634277
	Iteration 104Q: 3 clusters Score -3579380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3579384.000000 Penalty: 3336.634277
	Iteration 105Q: 3 clusters Score -3579384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3579390.000000 Penalty: 3336.634277
	Iteration 106Q: 3 clusters Score -3579390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3579385.500000 Penalty: 3336.634277
	Iteration 107Q: 3 clusters Score -3579386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -3579390.250000 Penalty: 3336.634277
	Iteration 108Q: 3 clusters Score -3579390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3579391.500000 Penalty: 3336.634277
	Iteration 109Q: 3 clusters Score -3579392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3579391.000000 Penalty: 3336.634277
	Iteration 110Q: 3 clusters Score -3579391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3579391.000000 Penalty: 3336.634277
	Iteration 111Q: 3 clusters Score -3579391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3579393.250000 Penalty: 3336.634277
	Iteration 112Q: 3 clusters Score -3579393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3579403.000000 Penalty: 3336.634277
	Iteration 113Q: 3 clusters Score -3579403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3579404.250000 Penalty: 3336.634277
	Iteration 114Q: 3 clusters Score -3579404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3579402.000000 Penalty: 3336.634277
	Iteration 115Q: 3 clusters Score -3579402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3579408.750000 Penalty: 3336.634277
	Iteration 116Q: 3 clusters Score -3579409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3579416.750000 Penalty: 3336.634277
	Iteration 117Q: 3 clusters Score -3579417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3579416.250000 Penalty: 3336.634277
	Iteration 118Q: 3 clusters Score -3579416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3579420.250000 Penalty: 3336.634277
	Iteration 119Q: 3 clusters Score -3579420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3579420.500000 Penalty: 3336.634277
	Iteration 120F: 3 clusters Score -3579420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3579419.000000 Penalty: 3336.634277
	Iteration 121Q: 3 clusters Score -3579419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3579429.000000 Penalty: 3336.634277
	Iteration 122Q: 3 clusters Score -3579429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3579426.500000 Penalty: 3336.634277
	Iteration 123Q: 3 clusters Score -3579426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3579428.750000 Penalty: 3336.634277
	Iteration 124Q: 3 clusters Score -3579429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3579437.500000 Penalty: 3336.634277
	Iteration 125Q: 3 clusters Score -3579438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3579439.500000 Penalty: 3336.634277
	Iteration 126Q: 3 clusters Score -3579440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3579450.500000 Penalty: 3336.634277
	Iteration 127Q: 3 clusters Score -3579450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3579448.250000 Penalty: 3336.634277
	Iteration 128Q: 3 clusters Score -3579448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3579448.750000 Penalty: 3336.634277
	Iteration 129Q: 3 clusters Score -3579449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3579450.750000 Penalty: 3336.634277
	Iteration 130Q: 3 clusters Score -3579451 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3579457.000000 Penalty: 3336.634277
	Iteration 131Q: 3 clusters Score -3579457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3579460.750000 Penalty: 3336.634277
	Iteration 132Q: 3 clusters Score -3579461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27861 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3579464.750000 Penalty: 3336.634277
	Iteration 133Q: 3 clusters Score -3579465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3579464.500000 Penalty: 3336.634277
	Iteration 134Q: 3 clusters Score -3579464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3579469.250000 Penalty: 3336.634277
	Iteration 135Q: 3 clusters Score -3579469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3579466.250000 Penalty: 3336.634277
	Iteration 136Q: 3 clusters Score -3579466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3579461.750000 Penalty: 3336.634277
	Iteration 137Q: 3 clusters Score -3579462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3579466.500000 Penalty: 3336.634277
	Iteration 138Q: 3 clusters Score -3579466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3579467.750000 Penalty: 3336.634277
	Iteration 139Q: 3 clusters Score -3579468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3579473.000000 Penalty: 3336.634277
	Iteration 140F: 3 clusters Score -3579473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3579481.500000 Penalty: 3336.634277
	Iteration 141Q: 3 clusters Score -3579482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3579486.250000 Penalty: 3336.634277
	Iteration 142Q: 3 clusters Score -3579486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3579488.000000 Penalty: 3336.634277
	Iteration 143Q: 3 clusters Score -3579488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3579483.750000 Penalty: 3336.634277
	Iteration 144Q: 3 clusters Score -3579484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3579487.250000 Penalty: 3336.634277
	Iteration 145Q: 3 clusters Score -3579487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3579490.250000 Penalty: 3336.634277
	Iteration 146Q: 3 clusters Score -3579490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3579492.750000 Penalty: 3336.634277
	Iteration 147Q: 3 clusters Score -3579493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3579497.250000 Penalty: 3336.634277
	Iteration 148Q: 3 clusters Score -3579497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3579494.750000 Penalty: 3336.634277
	Iteration 149Q: 3 clusters Score -3579495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3579495.750000 Penalty: 3336.634277
	Iteration 150Q: 3 clusters Score -3579496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3579497.750000 Penalty: 3336.634277
	Iteration 151Q: 3 clusters Score -3579498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3579497.500000 Penalty: 3336.634277
	Iteration 152Q: 3 clusters Score -3579498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3579503.250000 Penalty: 3336.634277
	Iteration 153Q: 3 clusters Score -3579503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3579503.000000 Penalty: 3336.634277
	Iteration 154Q: 3 clusters Score -3579503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3579504.000000 Penalty: 3336.634277
	Iteration 155Q: 3 clusters Score -3579504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28035 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3579518.000000 Penalty: 3336.634277
	Iteration 156Q: 3 clusters Score -3579518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3579521.250000 Penalty: 3336.634277
	Iteration 157Q: 3 clusters Score -3579521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3579522.500000 Penalty: 3336.634277
	Iteration 158Q: 3 clusters Score -3579522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3579523.000000 Penalty: 3336.634277
	Iteration 159Q: 3 clusters Score -3579523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3579526.000000 Penalty: 3336.634277
	Iteration 160F: 3 clusters Score -3579526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3579529.750000 Penalty: 3336.634277
	Iteration 161Q: 3 clusters Score -3579530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3579530.250000 Penalty: 3336.634277
	Iteration 162Q: 3 clusters Score -3579530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3579526.000000 Penalty: 3336.634277
	Iteration 163Q: 3 clusters Score -3579526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3579528.000000 Penalty: 3336.634277
	Iteration 164Q: 3 clusters Score -3579528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3579533.250000 Penalty: 3336.634277
	Iteration 165Q: 3 clusters Score -3579533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3579533.250000 Penalty: 3336.634277
	Iteration 166F: 3 clusters Score -3579533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Entering Unmasked Estep 
Score: -575409.125000 Penalty: 1381.191528
	Iteration 0F: 2 clusters Score -575409.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -571485.625000 Penalty: 2762.383057
	Iteration 0F: 3 clusters Score -571485.6 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -572591.250000 Penalty: 2762.383057
	Iteration 1F: 3 clusters Score -572591.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -572809.687500 Penalty: 2762.383057
	Iteration 2F: 3 clusters Score -572809.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -573029.687500 Penalty: 2762.383057
	Iteration 3F: 3 clusters Score -573029.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -573258.062500 Penalty: 2762.383057
	Iteration 4F: 3 clusters Score -573258.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -573510.500000 Penalty: 2762.383057
	Iteration 5F: 3 clusters Score -573510.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -573719.000000 Penalty: 2762.383057
	Iteration 6F: 3 clusters Score -573719 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -573881.500000 Penalty: 2762.383057
	Iteration 7Q: 3 clusters Score -573881.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -574022.187500 Penalty: 2762.383057
	Iteration 8Q: 3 clusters Score -574022.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -574151.562500 Penalty: 2762.383057
	Iteration 9Q: 3 clusters Score -574151.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -574262.437500 Penalty: 2762.383057
	Iteration 10Q: 3 clusters Score -574262.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -574369.875000 Penalty: 2762.383057
	Iteration 11Q: 3 clusters Score -574369.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -574448.500000 Penalty: 2762.383057
	Iteration 12Q: 3 clusters Score -574448.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -574510.312500 Penalty: 2762.383057
	Iteration 13Q: 3 clusters Score -574510.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -574558.812500 Penalty: 2762.383057
	Iteration 14Q: 3 clusters Score -574558.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -574585.562500 Penalty: 2762.383057
	Iteration 15Q: 3 clusters Score -574585.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -574606.687500 Penalty: 2762.383057
	Iteration 16Q: 3 clusters Score -574606.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -574616.562500 Penalty: 2762.383057
	Iteration 17Q: 3 clusters Score -574616.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -574623.000000 Penalty: 2762.383057
	Iteration 18Q: 3 clusters Score -574623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -574630.750000 Penalty: 2762.383057
	Iteration 19Q: 3 clusters Score -574630.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -574635.937500 Penalty: 2762.383057
	Iteration 20F: 3 clusters Score -574635.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -574638.875000 Penalty: 2762.383057
	Iteration 21Q: 3 clusters Score -574638.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -574643.562500 Penalty: 2762.383057
	Iteration 22Q: 3 clusters Score -574643.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -574646.500000 Penalty: 2762.383057
	Iteration 23Q: 3 clusters Score -574646.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -574651.187500 Penalty: 2762.383057
	Iteration 24Q: 3 clusters Score -574651.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -574655.562500 Penalty: 2762.383057
	Iteration 25Q: 3 clusters Score -574655.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -574660.375000 Penalty: 2762.383057
	Iteration 26Q: 3 clusters Score -574660.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -574666.687500 Penalty: 2762.383057
	Iteration 27Q: 3 clusters Score -574666.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -574673.125000 Penalty: 2762.383057
	Iteration 28Q: 3 clusters Score -574673.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -574675.875000 Penalty: 2762.383057
	Iteration 29Q: 3 clusters Score -574675.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -574680.750000 Penalty: 2762.383057
	Iteration 30Q: 3 clusters Score -574680.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -574687.500000 Penalty: 2762.383057
	Iteration 31Q: 3 clusters Score -574687.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -574692.250000 Penalty: 2762.383057
	Iteration 32Q: 3 clusters Score -574692.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -574699.562500 Penalty: 2762.383057
	Iteration 33Q: 3 clusters Score -574699.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -574704.312500 Penalty: 2762.383057
	Iteration 34Q: 3 clusters Score -574704.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -574710.875000 Penalty: 2762.383057
	Iteration 35Q: 3 clusters Score -574710.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -574716.812500 Penalty: 2762.383057
	Iteration 36Q: 3 clusters Score -574716.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -574721.250000 Penalty: 2762.383057
	Iteration 37Q: 3 clusters Score -574721.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -574724.250000 Penalty: 2762.383057
	Iteration 38Q: 3 clusters Score -574724.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -574726.750000 Penalty: 2762.383057
	Iteration 39Q: 3 clusters Score -574726.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -574729.062500 Penalty: 2762.383057
	Iteration 40F: 3 clusters Score -574729.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -574731.375000 Penalty: 2762.383057
	Iteration 41Q: 3 clusters Score -574731.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -574734.750000 Penalty: 2762.383057
	Iteration 42Q: 3 clusters Score -574734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -574736.312500 Penalty: 2762.383057
	Iteration 43Q: 3 clusters Score -574736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -574737.250000 Penalty: 2762.383057
	Iteration 44Q: 3 clusters Score -574737.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -574739.000000 Penalty: 2762.383057
	Iteration 45Q: 3 clusters Score -574739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -574740.000000 Penalty: 2762.383057
	Iteration 46Q: 3 clusters Score -574740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -574740.937500 Penalty: 2762.383057
	Iteration 47Q: 3 clusters Score -574740.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -574740.187500 Penalty: 2762.383057
	Iteration 48Q: 3 clusters Score -574740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -574741.750000 Penalty: 2762.383057
	Iteration 49Q: 3 clusters Score -574741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -574743.562500 Penalty: 2762.383057
	Iteration 50Q: 3 clusters Score -574743.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -574743.125000 Penalty: 2762.383057
	Iteration 51Q: 3 clusters Score -574743.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -574744.562500 Penalty: 2762.383057
	Iteration 52Q: 3 clusters Score -574744.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -574746.000000 Penalty: 2762.383057
	Iteration 53Q: 3 clusters Score -574746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -574747.000000 Penalty: 2762.383057
	Iteration 54Q: 3 clusters Score -574747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -574747.437500 Penalty: 2762.383057
	Iteration 55Q: 3 clusters Score -574747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -574749.812500 Penalty: 2762.383057
	Iteration 56Q: 3 clusters Score -574749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -574750.000000 Penalty: 2762.383057
	Iteration 57Q: 3 clusters Score -574750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -574750.500000 Penalty: 2762.383057
	Iteration 58Q: 3 clusters Score -574750.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -574750.625000 Penalty: 2762.383057
	Iteration 59Q: 3 clusters Score -574750.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -574750.625000 Penalty: 2762.383057
	Iteration 60F: 3 clusters Score -574750.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Entering Unmasked Estep 
Score: -776076.875000 Penalty: 1419.731689
	Iteration 0F: 2 clusters Score -776076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -771319.875000 Penalty: 2839.463379
	Iteration 0F: 3 clusters Score -771319.9 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -772702.687500 Penalty: 2839.463379
	Iteration 1F: 3 clusters Score -772702.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -772945.562500 Penalty: 2839.463379
	Iteration 2F: 3 clusters Score -772945.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -773158.187500 Penalty: 2839.463379
	Iteration 3F: 3 clusters Score -773158.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -773355.250000 Penalty: 2839.463379
	Iteration 4F: 3 clusters Score -773355.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -773577.500000 Penalty: 2839.463379
	Iteration 5F: 3 clusters Score -773577.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -773800.562500 Penalty: 2839.463379
	Iteration 6F: 3 clusters Score -773800.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -774007.250000 Penalty: 2839.463379
	Iteration 7Q: 3 clusters Score -774007.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -774208.812500 Penalty: 2839.463379
	Iteration 8Q: 3 clusters Score -774208.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -774406.687500 Penalty: 2839.463379
	Iteration 9Q: 3 clusters Score -774406.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -774587.750000 Penalty: 2839.463379
	Iteration 10Q: 3 clusters Score -774587.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -774747.750000 Penalty: 2839.463379
	Iteration 11Q: 3 clusters Score -774747.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -774853.562500 Penalty: 2839.463379
	Iteration 12Q: 3 clusters Score -774853.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -774920.500000 Penalty: 2839.463379
	Iteration 13Q: 3 clusters Score -774920.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -774977.937500 Penalty: 2839.463379
	Iteration 14Q: 3 clusters Score -774977.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -775014.062500 Penalty: 2839.463379
	Iteration 15Q: 3 clusters Score -775014.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -775044.687500 Penalty: 2839.463379
	Iteration 16Q: 3 clusters Score -775044.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -775060.312500 Penalty: 2839.463379
	Iteration 17Q: 3 clusters Score -775060.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -775070.437500 Penalty: 2839.463379
	Iteration 18Q: 3 clusters Score -775070.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -775080.250000 Penalty: 2839.463379
	Iteration 19Q: 3 clusters Score -775080.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -775089.125000 Penalty: 2839.463379
	Iteration 20F: 3 clusters Score -775089.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -775095.250000 Penalty: 2839.463379
	Iteration 21Q: 3 clusters Score -775095.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -775101.000000 Penalty: 2839.463379
	Iteration 22Q: 3 clusters Score -775101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -775106.062500 Penalty: 2839.463379
	Iteration 23Q: 3 clusters Score -775106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -775106.187500 Penalty: 2839.463379
	Iteration 24Q: 3 clusters Score -775106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -775107.687500 Penalty: 2839.463379
	Iteration 25Q: 3 clusters Score -775107.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -775110.812500 Penalty: 2839.463379
	Iteration 26Q: 3 clusters Score -775110.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -775112.937500 Penalty: 2839.463379
	Iteration 27Q: 3 clusters Score -775112.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -775114.375000 Penalty: 2839.463379
	Iteration 28Q: 3 clusters Score -775114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -775114.125000 Penalty: 2839.463379
	Iteration 29Q: 3 clusters Score -775114.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -775114.125000 Penalty: 2839.463379
	Iteration 30F: 3 clusters Score -775114.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -244467.765625 Penalty: 1248.028564
	Iteration 0F: 2 clusters Score -244467.8 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 1076 members 
Entering Unmasked Estep 
Score: -242290.328125 Penalty: 2496.057129
	Iteration 0F: 3 clusters Score -242290.3 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -242921.187500 Penalty: 2496.057129
	Iteration 1F: 3 clusters Score -242921.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -243131.515625 Penalty: 2496.057129
	Iteration 2F: 3 clusters Score -243131.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -243251.890625 Penalty: 2496.057129
	Iteration 3F: 3 clusters Score -243251.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -243345.515625 Penalty: 2496.057129
	Iteration 4Q: 3 clusters Score -243345.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -243407.093750 Penalty: 2496.057129
	Iteration 5Q: 3 clusters Score -243407.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -243487.984375 Penalty: 2496.057129
	Iteration 6Q: 3 clusters Score -243488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -243559.312500 Penalty: 2496.057129
	Iteration 7Q: 3 clusters Score -243559.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -243632.875000 Penalty: 2496.057129
	Iteration 8Q: 3 clusters Score -243632.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -243702.687500 Penalty: 2496.057129
	Iteration 9Q: 3 clusters Score -243702.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -243755.734375 Penalty: 2496.057129
	Iteration 10Q: 3 clusters Score -243755.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -243808.359375 Penalty: 2496.057129
	Iteration 11Q: 3 clusters Score -243808.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -243845.625000 Penalty: 2496.057129
	Iteration 12Q: 3 clusters Score -243845.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -243866.437500 Penalty: 2496.057129
	Iteration 13Q: 3 clusters Score -243866.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -243881.640625 Penalty: 2496.057129
	Iteration 14Q: 3 clusters Score -243881.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -243894.703125 Penalty: 2496.057129
	Iteration 15Q: 3 clusters Score -243894.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -243899.203125 Penalty: 2496.057129
	Iteration 16Q: 3 clusters Score -243899.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -243903.234375 Penalty: 2496.057129
	Iteration 17Q: 3 clusters Score -243903.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -243906.359375 Penalty: 2496.057129
	Iteration 18Q: 3 clusters Score -243906.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -243909.859375 Penalty: 2496.057129
	Iteration 19Q: 3 clusters Score -243909.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -243913.453125 Penalty: 2496.057129
	Iteration 20F: 3 clusters Score -243913.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -243918.156250 Penalty: 2496.057129
	Iteration 21Q: 3 clusters Score -243918.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -243923.031250 Penalty: 2496.057129
	Iteration 22Q: 3 clusters Score -243923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -243923.843750 Penalty: 2496.057129
	Iteration 23Q: 3 clusters Score -243923.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -243924.500000 Penalty: 2496.057129
	Iteration 24Q: 3 clusters Score -243924.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -243924.500000 Penalty: 2496.057129
	Iteration 25F: 3 clusters Score -243924.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (73753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Entering Unmasked Estep 
Score: -9118334.000000 Penalty: 1821.377563
	Iteration 0F: 2 clusters Score -9118334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -9069342.000000 Penalty: 3642.755127
	Iteration 0F: 3 clusters Score -9069342 nChanged 34881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 37034 members 
Entering Unmasked Estep 
Score: -9089030.000000 Penalty: 3642.755127
	Iteration 1F: 3 clusters Score -9089030 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 37332 members 
Entering Unmasked Estep 
Score: -9089613.000000 Penalty: 3642.755127
	Iteration 2Q: 3 clusters Score -9089613 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -9090304.000000 Penalty: 3642.755127
	Iteration 3Q: 3 clusters Score -9090304 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 38556 members 
Entering Unmasked Estep 
Score: -9091228.000000 Penalty: 3642.755127
	Iteration 4Q: 3 clusters Score -9091228 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -9092342.000000 Penalty: 3642.755127
	Iteration 5Q: 3 clusters Score -9092342 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -9093730.000000 Penalty: 3642.755127
	Iteration 6Q: 3 clusters Score -9093730 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -9095418.000000 Penalty: 3642.755127
	Iteration 7F: 3 clusters Score -9095418 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -9097248.000000 Penalty: 3642.755127
	Iteration 8F: 3 clusters Score -9097248 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 47965 members 
Entering Unmasked Estep 
Score: -9099374.000000 Penalty: 3642.755127
	Iteration 9F: 3 clusters Score -9099374 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 50943 members 
Entering Unmasked Estep 
Score: -9101510.000000 Penalty: 3642.755127
	Iteration 10F: 3 clusters Score -9101510 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -9103610.000000 Penalty: 3642.755127
	Iteration 11Q: 3 clusters Score -9103610 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -9105846.000000 Penalty: 3642.755127
	Iteration 12Q: 3 clusters Score -9105846 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 60360 members 
Entering Unmasked Estep 
Score: -9108076.000000 Penalty: 3642.755127
	Iteration 13Q: 3 clusters Score -9108076 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 63089 members 
Entering Unmasked Estep 
Score: -9110046.000000 Penalty: 3642.755127
	Iteration 14Q: 3 clusters Score -9110046 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -9111689.000000 Penalty: 3642.755127
	Iteration 15Q: 3 clusters Score -9111689 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -9112927.000000 Penalty: 3642.755127
	Iteration 16Q: 3 clusters Score -9112927 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 68817 members 
Entering Unmasked Estep 
Score: -9113967.000000 Penalty: 3642.755127
	Iteration 17Q: 3 clusters Score -9113967 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 70055 members 
Entering Unmasked Estep 
Score: -9114744.000000 Penalty: 3642.755127
	Iteration 18Q: 3 clusters Score -9114744 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -9115334.000000 Penalty: 3642.755127
	Iteration 19Q: 3 clusters Score -9115334 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -9115817.000000 Penalty: 3642.755127
	Iteration 20F: 3 clusters Score -9115817 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -9116205.000000 Penalty: 3642.755127
	Iteration 21Q: 3 clusters Score -9116205 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 72810 members 
Entering Unmasked Estep 
Score: -9116440.000000 Penalty: 3642.755127
	Iteration 22Q: 3 clusters Score -9116440 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 73035 members 
Entering Unmasked Estep 
Score: -9116569.000000 Penalty: 3642.755127
	Iteration 23Q: 3 clusters Score -9116569 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -9116608.000000 Penalty: 3642.755127
	Iteration 24Q: 3 clusters Score -9116608 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
Score: -9116657.000000 Penalty: 3642.755127
	Iteration 25Q: 3 clusters Score -9116657 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -9116691.000000 Penalty: 3642.755127
	Iteration 26Q: 3 clusters Score -9116691 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -9116696.000000 Penalty: 3642.755127
	Iteration 27Q: 3 clusters Score -9116696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 73353 members 
Entering Unmasked Estep 
Score: -9116724.000000 Penalty: 3642.755127
	Iteration 28Q: 3 clusters Score -9116724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 73376 members 
Entering Unmasked Estep 
Score: -9116737.000000 Penalty: 3642.755127
	Iteration 29Q: 3 clusters Score -9116737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 73386 members 
Entering Unmasked Estep 
Score: -9116750.000000 Penalty: 3642.755127
	Iteration 30Q: 3 clusters Score -9116750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 73393 members 
Entering Unmasked Estep 
Score: -9116758.000000 Penalty: 3642.755127
	Iteration 31Q: 3 clusters Score -9116758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -9116766.000000 Penalty: 3642.755127
	Iteration 32Q: 3 clusters Score -9116766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -9116767.000000 Penalty: 3642.755127
	Iteration 33Q: 3 clusters Score -9116767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -9116762.000000 Penalty: 3642.755127
	Iteration 34Q: 3 clusters Score -9116762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -9116771.000000 Penalty: 3642.755127
	Iteration 35Q: 3 clusters Score -9116771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 73406 members 
Entering Unmasked Estep 
Score: -9116776.000000 Penalty: 3642.755127
	Iteration 36Q: 3 clusters Score -9116776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -9116774.000000 Penalty: 3642.755127
	Iteration 37Q: 3 clusters Score -9116774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 73407 members 
Entering Unmasked Estep 
Score: -9116774.000000 Penalty: 3642.755127
	Iteration 38F: 3 clusters Score -9116774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -121106.250000 Penalty: 1128.883667
	Iteration 0F: 2 clusters Score -121106.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119678.562500 Penalty: 2257.767334
	Iteration 0F: 3 clusters Score -119678.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -120012.859375 Penalty: 2257.767334
	Iteration 1F: 3 clusters Score -120012.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -120110.710938 Penalty: 2257.767334
	Iteration 2F: 3 clusters Score -120110.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120169.937500 Penalty: 2257.767334
	Iteration 3Q: 3 clusters Score -120169.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -120239.226562 Penalty: 2257.767334
	Iteration 4Q: 3 clusters Score -120239.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -120275.250000 Penalty: 2257.767334
	Iteration 5Q: 3 clusters Score -120275.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -120314.867188 Penalty: 2257.767334
	Iteration 6Q: 3 clusters Score -120314.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -120345.203125 Penalty: 2257.767334
	Iteration 7Q: 3 clusters Score -120345.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -120374.492188 Penalty: 2257.767334
	Iteration 8Q: 3 clusters Score -120374.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -120383.968750 Penalty: 2257.767334
	Iteration 9Q: 3 clusters Score -120384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -120394.320312 Penalty: 2257.767334
	Iteration 10Q: 3 clusters Score -120394.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -120408.976562 Penalty: 2257.767334
	Iteration 11Q: 3 clusters Score -120409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -120421.359375 Penalty: 2257.767334
	Iteration 12Q: 3 clusters Score -120421.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -120429.898438 Penalty: 2257.767334
	Iteration 13Q: 3 clusters Score -120429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -120431.585938 Penalty: 2257.767334
	Iteration 14Q: 3 clusters Score -120431.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -120433.328125 Penalty: 2257.767334
	Iteration 15Q: 3 clusters Score -120433.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -120436.031250 Penalty: 2257.767334
	Iteration 16Q: 3 clusters Score -120436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -120440.671875 Penalty: 2257.767334
	Iteration 17Q: 3 clusters Score -120440.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -120442.507812 Penalty: 2257.767334
	Iteration 18Q: 3 clusters Score -120442.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -120444.414062 Penalty: 2257.767334
	Iteration 19Q: 3 clusters Score -120444.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -120449.078125 Penalty: 2257.767334
	Iteration 20F: 3 clusters Score -120449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -120450.039062 Penalty: 2257.767334
	Iteration 21Q: 3 clusters Score -120450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -120450.039062 Penalty: 2257.767334
	Iteration 22F: 3 clusters Score -120450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -214231.484375 Penalty: 1216.027222
	Iteration 0F: 2 clusters Score -214231.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -212252.968750 Penalty: 2432.054443
	Iteration 0F: 3 clusters Score -212253 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -212627.890625 Penalty: 2432.054443
	Iteration 1F: 3 clusters Score -212627.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -212712.968750 Penalty: 2432.054443
	Iteration 2F: 3 clusters Score -212713 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -212757.234375 Penalty: 2432.054443
	Iteration 3Q: 3 clusters Score -212757.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -212801.046875 Penalty: 2432.054443
	Iteration 4Q: 3 clusters Score -212801 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -212834.953125 Penalty: 2432.054443
	Iteration 5Q: 3 clusters Score -212835 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -212863.000000 Penalty: 2432.054443
	Iteration 6Q: 3 clusters Score -212863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -212886.000000 Penalty: 2432.054443
	Iteration 7Q: 3 clusters Score -212886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -212916.718750 Penalty: 2432.054443
	Iteration 8Q: 3 clusters Score -212916.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -212959.578125 Penalty: 2432.054443
	Iteration 9Q: 3 clusters Score -212959.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -212997.687500 Penalty: 2432.054443
	Iteration 10Q: 3 clusters Score -212997.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -213038.312500 Penalty: 2432.054443
	Iteration 11Q: 3 clusters Score -213038.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -213067.937500 Penalty: 2432.054443
	Iteration 12Q: 3 clusters Score -213067.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -213087.187500 Penalty: 2432.054443
	Iteration 13Q: 3 clusters Score -213087.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -213108.531250 Penalty: 2432.054443
	Iteration 14Q: 3 clusters Score -213108.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -213130.640625 Penalty: 2432.054443
	Iteration 15Q: 3 clusters Score -213130.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -213145.187500 Penalty: 2432.054443
	Iteration 16Q: 3 clusters Score -213145.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -213155.234375 Penalty: 2432.054443
	Iteration 17Q: 3 clusters Score -213155.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -213173.328125 Penalty: 2432.054443
	Iteration 18Q: 3 clusters Score -213173.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -213187.859375 Penalty: 2432.054443
	Iteration 19Q: 3 clusters Score -213187.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -213197.265625 Penalty: 2432.054443
	Iteration 20F: 3 clusters Score -213197.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -213203.078125 Penalty: 2432.054443
	Iteration 21Q: 3 clusters Score -213203.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -213210.640625 Penalty: 2432.054443
	Iteration 22Q: 3 clusters Score -213210.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -213214.671875 Penalty: 2432.054443
	Iteration 23Q: 3 clusters Score -213214.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -213217.187500 Penalty: 2432.054443
	Iteration 24Q: 3 clusters Score -213217.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -213222.812500 Penalty: 2432.054443
	Iteration 25Q: 3 clusters Score -213222.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -213229.953125 Penalty: 2432.054443
	Iteration 26Q: 3 clusters Score -213230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -213236.015625 Penalty: 2432.054443
	Iteration 27Q: 3 clusters Score -213236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -213239.265625 Penalty: 2432.054443
	Iteration 28Q: 3 clusters Score -213239.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -213240.890625 Penalty: 2432.054443
	Iteration 29Q: 3 clusters Score -213240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -213243.468750 Penalty: 2432.054443
	Iteration 30Q: 3 clusters Score -213243.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -213247.546875 Penalty: 2432.054443
	Iteration 31Q: 3 clusters Score -213247.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -213257.953125 Penalty: 2432.054443
	Iteration 32Q: 3 clusters Score -213258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -213266.406250 Penalty: 2432.054443
	Iteration 33Q: 3 clusters Score -213266.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -213271.734375 Penalty: 2432.054443
	Iteration 34Q: 3 clusters Score -213271.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -213279.968750 Penalty: 2432.054443
	Iteration 35Q: 3 clusters Score -213280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -213286.046875 Penalty: 2432.054443
	Iteration 36Q: 3 clusters Score -213286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -213290.921875 Penalty: 2432.054443
	Iteration 37Q: 3 clusters Score -213290.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -213293.937500 Penalty: 2432.054443
	Iteration 38Q: 3 clusters Score -213293.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -213295.265625 Penalty: 2432.054443
	Iteration 39Q: 3 clusters Score -213295.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -213296.500000 Penalty: 2432.054443
	Iteration 40F: 3 clusters Score -213296.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -213297.968750 Penalty: 2432.054443
	Iteration 41Q: 3 clusters Score -213298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -213302.062500 Penalty: 2432.054443
	Iteration 42Q: 3 clusters Score -213302.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -213305.640625 Penalty: 2432.054443
	Iteration 43Q: 3 clusters Score -213305.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -213312.515625 Penalty: 2432.054443
	Iteration 44Q: 3 clusters Score -213312.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -213315.656250 Penalty: 2432.054443
	Iteration 45Q: 3 clusters Score -213315.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -213316.859375 Penalty: 2432.054443
	Iteration 46Q: 3 clusters Score -213316.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -213318.156250 Penalty: 2432.054443
	Iteration 47Q: 3 clusters Score -213318.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -213322.625000 Penalty: 2432.054443
	Iteration 48Q: 3 clusters Score -213322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -213325.890625 Penalty: 2432.054443
	Iteration 49Q: 3 clusters Score -213325.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -213327.875000 Penalty: 2432.054443
	Iteration 50Q: 3 clusters Score -213327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -213331.125000 Penalty: 2432.054443
	Iteration 51Q: 3 clusters Score -213331.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -213334.031250 Penalty: 2432.054443
	Iteration 52Q: 3 clusters Score -213334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -213338.906250 Penalty: 2432.054443
	Iteration 53Q: 3 clusters Score -213338.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -213342.015625 Penalty: 2432.054443
	Iteration 54Q: 3 clusters Score -213342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -213347.343750 Penalty: 2432.054443
	Iteration 55Q: 3 clusters Score -213347.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -213352.843750 Penalty: 2432.054443
	Iteration 56Q: 3 clusters Score -213352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -213357.671875 Penalty: 2432.054443
	Iteration 57Q: 3 clusters Score -213357.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -213361.859375 Penalty: 2432.054443
	Iteration 58Q: 3 clusters Score -213361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -213362.468750 Penalty: 2432.054443
	Iteration 59Q: 3 clusters Score -213362.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -213363.703125 Penalty: 2432.054443
	Iteration 60F: 3 clusters Score -213363.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -213365.203125 Penalty: 2432.054443
	Iteration 61Q: 3 clusters Score -213365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -213366.687500 Penalty: 2432.054443
	Iteration 62Q: 3 clusters Score -213366.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -213367.421875 Penalty: 2432.054443
	Iteration 63Q: 3 clusters Score -213367.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -213368.515625 Penalty: 2432.054443
	Iteration 64Q: 3 clusters Score -213368.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -213369.781250 Penalty: 2432.054443
	Iteration 65Q: 3 clusters Score -213369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -213371.906250 Penalty: 2432.054443
	Iteration 66Q: 3 clusters Score -213371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -213373.828125 Penalty: 2432.054443
	Iteration 67Q: 3 clusters Score -213373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -213375.140625 Penalty: 2432.054443
	Iteration 68Q: 3 clusters Score -213375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -213375.875000 Penalty: 2432.054443
	Iteration 69Q: 3 clusters Score -213375.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -213375.875000 Penalty: 2432.054443
	Iteration 70F: 3 clusters Score -213375.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Entering Unmasked Estep 
Score: -180219.515625 Penalty: 1194.771729
	Iteration 0F: 2 clusters Score -180219.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -178410.781250 Penalty: 2389.543457
	Iteration 0F: 3 clusters Score -178410.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -178748.765625 Penalty: 2389.543457
	Iteration 1F: 3 clusters Score -178748.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -178851.578125 Penalty: 2389.543457
	Iteration 2F: 3 clusters Score -178851.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -178922.796875 Penalty: 2389.543457
	Iteration 3Q: 3 clusters Score -178922.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -178971.625000 Penalty: 2389.543457
	Iteration 4Q: 3 clusters Score -178971.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -179021.843750 Penalty: 2389.543457
	Iteration 5Q: 3 clusters Score -179021.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -179070.578125 Penalty: 2389.543457
	Iteration 6Q: 3 clusters Score -179070.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -179141.734375 Penalty: 2389.543457
	Iteration 7Q: 3 clusters Score -179141.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -179207.218750 Penalty: 2389.543457
	Iteration 8Q: 3 clusters Score -179207.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -179288.640625 Penalty: 2389.543457
	Iteration 9Q: 3 clusters Score -179288.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -179354.296875 Penalty: 2389.543457
	Iteration 10Q: 3 clusters Score -179354.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -179409.156250 Penalty: 2389.543457
	Iteration 11Q: 3 clusters Score -179409.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -179440.953125 Penalty: 2389.543457
	Iteration 12Q: 3 clusters Score -179441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -179475.546875 Penalty: 2389.543457
	Iteration 13Q: 3 clusters Score -179475.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -179495.265625 Penalty: 2389.543457
	Iteration 14Q: 3 clusters Score -179495.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -179509.437500 Penalty: 2389.543457
	Iteration 15Q: 3 clusters Score -179509.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -179527.390625 Penalty: 2389.543457
	Iteration 16Q: 3 clusters Score -179527.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -179538.828125 Penalty: 2389.543457
	Iteration 17Q: 3 clusters Score -179538.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -179549.859375 Penalty: 2389.543457
	Iteration 18Q: 3 clusters Score -179549.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -179562.218750 Penalty: 2389.543457
	Iteration 19Q: 3 clusters Score -179562.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -179574.031250 Penalty: 2389.543457
	Iteration 20F: 3 clusters Score -179574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -179578.562500 Penalty: 2389.543457
	Iteration 21Q: 3 clusters Score -179578.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -179586.718750 Penalty: 2389.543457
	Iteration 22Q: 3 clusters Score -179586.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -179595.015625 Penalty: 2389.543457
	Iteration 23Q: 3 clusters Score -179595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -179603.296875 Penalty: 2389.543457
	Iteration 24Q: 3 clusters Score -179603.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -179606.750000 Penalty: 2389.543457
	Iteration 25Q: 3 clusters Score -179606.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -179610.859375 Penalty: 2389.543457
	Iteration 26Q: 3 clusters Score -179610.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -179613.625000 Penalty: 2389.543457
	Iteration 27Q: 3 clusters Score -179613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -179614.703125 Penalty: 2389.543457
	Iteration 28Q: 3 clusters Score -179614.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -179615.890625 Penalty: 2389.543457
	Iteration 29Q: 3 clusters Score -179615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -179616.718750 Penalty: 2389.543457
	Iteration 30Q: 3 clusters Score -179616.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -179617.671875 Penalty: 2389.543457
	Iteration 31Q: 3 clusters Score -179617.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -179618.468750 Penalty: 2389.543457
	Iteration 32Q: 3 clusters Score -179618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -179618.812500 Penalty: 2389.543457
	Iteration 33Q: 3 clusters Score -179618.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -179618.812500 Penalty: 2389.543457
	Iteration 34F: 3 clusters Score -179618.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Entering Unmasked Estep 
Score: -235941.437500 Penalty: 1226.554688
	Iteration 0F: 2 clusters Score -235941.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -233912.093750 Penalty: 2453.109375
	Iteration 0F: 3 clusters Score -233912.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -234293.890625 Penalty: 2453.109375
	Iteration 1F: 3 clusters Score -234293.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -234393.515625 Penalty: 2453.109375
	Iteration 2F: 3 clusters Score -234393.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -234450.890625 Penalty: 2453.109375
	Iteration 3Q: 3 clusters Score -234450.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -234487.156250 Penalty: 2453.109375
	Iteration 4Q: 3 clusters Score -234487.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -234506.156250 Penalty: 2453.109375
	Iteration 5Q: 3 clusters Score -234506.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -234515.843750 Penalty: 2453.109375
	Iteration 6Q: 3 clusters Score -234515.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -234524.500000 Penalty: 2453.109375
	Iteration 7Q: 3 clusters Score -234524.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -234532.375000 Penalty: 2453.109375
	Iteration 8Q: 3 clusters Score -234532.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -234539.546875 Penalty: 2453.109375
	Iteration 9Q: 3 clusters Score -234539.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -234544.593750 Penalty: 2453.109375
	Iteration 10Q: 3 clusters Score -234544.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -234552.062500 Penalty: 2453.109375
	Iteration 11Q: 3 clusters Score -234552.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -234559.484375 Penalty: 2453.109375
	Iteration 12Q: 3 clusters Score -234559.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -234564.500000 Penalty: 2453.109375
	Iteration 13Q: 3 clusters Score -234564.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -234569.640625 Penalty: 2453.109375
	Iteration 14Q: 3 clusters Score -234569.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -234573.875000 Penalty: 2453.109375
	Iteration 15Q: 3 clusters Score -234573.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -234575.171875 Penalty: 2453.109375
	Iteration 16Q: 3 clusters Score -234575.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -234576.296875 Penalty: 2453.109375
	Iteration 17Q: 3 clusters Score -234576.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -234577.156250 Penalty: 2453.109375
	Iteration 18Q: 3 clusters Score -234577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -234578.812500 Penalty: 2453.109375
	Iteration 19Q: 3 clusters Score -234578.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -234580.609375 Penalty: 2453.109375
	Iteration 20F: 3 clusters Score -234580.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -234583.890625 Penalty: 2453.109375
	Iteration 21Q: 3 clusters Score -234583.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -234585.015625 Penalty: 2453.109375
	Iteration 22Q: 3 clusters Score -234585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -234586.359375 Penalty: 2453.109375
	Iteration 23Q: 3 clusters Score -234586.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -234587.000000 Penalty: 2453.109375
	Iteration 24Q: 3 clusters Score -234587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -234587.765625 Penalty: 2453.109375
	Iteration 25Q: 3 clusters Score -234587.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -234587.984375 Penalty: 2453.109375
	Iteration 26Q: 3 clusters Score -234588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -234587.984375 Penalty: 2453.109375
	Iteration 27F: 3 clusters Score -234588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -240402.406250 Penalty: 1232.937866
	Iteration 0F: 2 clusters Score -240402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -238328.625000 Penalty: 2465.875732
	Iteration 0F: 3 clusters Score -238328.6 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -238741.671875 Penalty: 2465.875732
	Iteration 1F: 3 clusters Score -238741.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -238867.421875 Penalty: 2465.875732
	Iteration 2F: 3 clusters Score -238867.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -238935.640625 Penalty: 2465.875732
	Iteration 3Q: 3 clusters Score -238935.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -238988.562500 Penalty: 2465.875732
	Iteration 4Q: 3 clusters Score -238988.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -239044.281250 Penalty: 2465.875732
	Iteration 5Q: 3 clusters Score -239044.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -239099.265625 Penalty: 2465.875732
	Iteration 6Q: 3 clusters Score -239099.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -239173.343750 Penalty: 2465.875732
	Iteration 7Q: 3 clusters Score -239173.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -239249.203125 Penalty: 2465.875732
	Iteration 8Q: 3 clusters Score -239249.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -239322.546875 Penalty: 2465.875732
	Iteration 9Q: 3 clusters Score -239322.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -239379.625000 Penalty: 2465.875732
	Iteration 10Q: 3 clusters Score -239379.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -239436.906250 Penalty: 2465.875732
	Iteration 11Q: 3 clusters Score -239436.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -239479.937500 Penalty: 2465.875732
	Iteration 12Q: 3 clusters Score -239479.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -239509.875000 Penalty: 2465.875732
	Iteration 13Q: 3 clusters Score -239509.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -239536.390625 Penalty: 2465.875732
	Iteration 14Q: 3 clusters Score -239536.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -239562.562500 Penalty: 2465.875732
	Iteration 15Q: 3 clusters Score -239562.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -239578.250000 Penalty: 2465.875732
	Iteration 16Q: 3 clusters Score -239578.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -239591.687500 Penalty: 2465.875732
	Iteration 17Q: 3 clusters Score -239591.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -239604.437500 Penalty: 2465.875732
	Iteration 18Q: 3 clusters Score -239604.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -239611.328125 Penalty: 2465.875732
	Iteration 19Q: 3 clusters Score -239611.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -239617.203125 Penalty: 2465.875732
	Iteration 20F: 3 clusters Score -239617.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -239620.203125 Penalty: 2465.875732
	Iteration 21Q: 3 clusters Score -239620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -239621.953125 Penalty: 2465.875732
	Iteration 22Q: 3 clusters Score -239622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -239623.187500 Penalty: 2465.875732
	Iteration 23Q: 3 clusters Score -239623.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -239623.187500 Penalty: 2465.875732
	Iteration 24F: 3 clusters Score -239623.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -162256.562500 Penalty: 1165.394165
	Iteration 0F: 2 clusters Score -162256.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160582.125000 Penalty: 2330.788330
	Iteration 0F: 3 clusters Score -160582.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -160887.265625 Penalty: 2330.788330
	Iteration 1F: 3 clusters Score -160887.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -160964.406250 Penalty: 2330.788330
	Iteration 2F: 3 clusters Score -160964.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -161003.046875 Penalty: 2330.788330
	Iteration 3Q: 3 clusters Score -161003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -161030.109375 Penalty: 2330.788330
	Iteration 4Q: 3 clusters Score -161030.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -161043.625000 Penalty: 2330.788330
	Iteration 5Q: 3 clusters Score -161043.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -161053.640625 Penalty: 2330.788330
	Iteration 6Q: 3 clusters Score -161053.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -161063.656250 Penalty: 2330.788330
	Iteration 7Q: 3 clusters Score -161063.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -161072.421875 Penalty: 2330.788330
	Iteration 8Q: 3 clusters Score -161072.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -161081.703125 Penalty: 2330.788330
	Iteration 9Q: 3 clusters Score -161081.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -161087.828125 Penalty: 2330.788330
	Iteration 10Q: 3 clusters Score -161087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -161092.171875 Penalty: 2330.788330
	Iteration 11Q: 3 clusters Score -161092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -161096.343750 Penalty: 2330.788330
	Iteration 12Q: 3 clusters Score -161096.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -161099.328125 Penalty: 2330.788330
	Iteration 13Q: 3 clusters Score -161099.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -161102.687500 Penalty: 2330.788330
	Iteration 14Q: 3 clusters Score -161102.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -161104.281250 Penalty: 2330.788330
	Iteration 15Q: 3 clusters Score -161104.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -161104.281250 Penalty: 2330.788330
	Iteration 16F: 3 clusters Score -161104.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Entering Unmasked Estep 
Score: -458876.562500 Penalty: 1337.252197
	Iteration 0F: 2 clusters Score -458876.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -455650.500000 Penalty: 2674.504395
	Iteration 0F: 3 clusters Score -455650.5 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -456519.343750 Penalty: 2674.504395
	Iteration 1F: 3 clusters Score -456519.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -456767.843750 Penalty: 2674.504395
	Iteration 2F: 3 clusters Score -456767.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -456964.093750 Penalty: 2674.504395
	Iteration 3F: 3 clusters Score -456964.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -457145.062500 Penalty: 2674.504395
	Iteration 4F: 3 clusters Score -457145.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -457337.875000 Penalty: 2674.504395
	Iteration 5F: 3 clusters Score -457337.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -457538.812500 Penalty: 2674.504395
	Iteration 6F: 3 clusters Score -457538.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -457721.218750 Penalty: 2674.504395
	Iteration 7F: 3 clusters Score -457721.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -457856.156250 Penalty: 2674.504395
	Iteration 8Q: 3 clusters Score -457856.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -457952.437500 Penalty: 2674.504395
	Iteration 9Q: 3 clusters Score -457952.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -458026.562500 Penalty: 2674.504395
	Iteration 10Q: 3 clusters Score -458026.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -458077.625000 Penalty: 2674.504395
	Iteration 11Q: 3 clusters Score -458077.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -458114.875000 Penalty: 2674.504395
	Iteration 12Q: 3 clusters Score -458114.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -458146.656250 Penalty: 2674.504395
	Iteration 13Q: 3 clusters Score -458146.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -458172.468750 Penalty: 2674.504395
	Iteration 14Q: 3 clusters Score -458172.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -458189.875000 Penalty: 2674.504395
	Iteration 15Q: 3 clusters Score -458189.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -458203.406250 Penalty: 2674.504395
	Iteration 16Q: 3 clusters Score -458203.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -458209.468750 Penalty: 2674.504395
	Iteration 17Q: 3 clusters Score -458209.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -458214.250000 Penalty: 2674.504395
	Iteration 18Q: 3 clusters Score -458214.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -458216.062500 Penalty: 2674.504395
	Iteration 19Q: 3 clusters Score -458216.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -458218.906250 Penalty: 2674.504395
	Iteration 20F: 3 clusters Score -458218.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -458220.531250 Penalty: 2674.504395
	Iteration 21Q: 3 clusters Score -458220.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -458222.375000 Penalty: 2674.504395
	Iteration 22Q: 3 clusters Score -458222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -458222.343750 Penalty: 2674.504395
	Iteration 23Q: 3 clusters Score -458222.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -458222.437500 Penalty: 2674.504395
	Iteration 24Q: 3 clusters Score -458222.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -458222.437500 Penalty: 2674.504395
	Iteration 25F: 3 clusters Score -458222.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Entering Unmasked Estep 
Score: -1755424.875000 Penalty: 1553.867920
	Iteration 0F: 2 clusters Score -1755425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1745509.500000 Penalty: 3107.735840
	Iteration 0F: 3 clusters Score -1745510 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1749050.750000 Penalty: 3107.735840
	Iteration 1F: 3 clusters Score -1749051 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1749372.000000 Penalty: 3107.735840
	Iteration 2F: 3 clusters Score -1749372 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1749672.250000 Penalty: 3107.735840
	Iteration 3F: 3 clusters Score -1749672 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1749961.375000 Penalty: 3107.735840
	Iteration 4Q: 3 clusters Score -1749961 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1750261.625000 Penalty: 3107.735840
	Iteration 5Q: 3 clusters Score -1750262 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1750602.375000 Penalty: 3107.735840
	Iteration 6Q: 3 clusters Score -1750602 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1751035.000000 Penalty: 3107.735840
	Iteration 7F: 3 clusters Score -1751035 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1751555.125000 Penalty: 3107.735840
	Iteration 8F: 3 clusters Score -1751555 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1752091.750000 Penalty: 3107.735840
	Iteration 9F: 3 clusters Score -1752092 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1752607.375000 Penalty: 3107.735840
	Iteration 10Q: 3 clusters Score -1752607 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1753075.750000 Penalty: 3107.735840
	Iteration 11Q: 3 clusters Score -1753076 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1753432.000000 Penalty: 3107.735840
	Iteration 12Q: 3 clusters Score -1753432 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1753696.125000 Penalty: 3107.735840
	Iteration 13Q: 3 clusters Score -1753696 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -1753853.500000 Penalty: 3107.735840
	Iteration 14Q: 3 clusters Score -1753854 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1753957.250000 Penalty: 3107.735840
	Iteration 15Q: 3 clusters Score -1753957 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1753999.125000 Penalty: 3107.735840
	Iteration 16Q: 3 clusters Score -1753999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1754025.250000 Penalty: 3107.735840
	Iteration 17Q: 3 clusters Score -1754025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1754047.875000 Penalty: 3107.735840
	Iteration 18Q: 3 clusters Score -1754048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1754063.500000 Penalty: 3107.735840
	Iteration 19Q: 3 clusters Score -1754064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1754082.625000 Penalty: 3107.735840
	Iteration 20F: 3 clusters Score -1754083 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1754090.625000 Penalty: 3107.735840
	Iteration 21Q: 3 clusters Score -1754091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1754097.125000 Penalty: 3107.735840
	Iteration 22Q: 3 clusters Score -1754097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1754107.125000 Penalty: 3107.735840
	Iteration 23Q: 3 clusters Score -1754107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1754115.500000 Penalty: 3107.735840
	Iteration 24Q: 3 clusters Score -1754116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -1754121.750000 Penalty: 3107.735840
	Iteration 25Q: 3 clusters Score -1754122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1754131.875000 Penalty: 3107.735840
	Iteration 26Q: 3 clusters Score -1754132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1754136.125000 Penalty: 3107.735840
	Iteration 27Q: 3 clusters Score -1754136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1754136.250000 Penalty: 3107.735840
	Iteration 28Q: 3 clusters Score -1754136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1754136.250000 Penalty: 3107.735840
	Iteration 29F: 3 clusters Score -1754136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Entering Unmasked Estep 
Score: -179130.671875 Penalty: 1186.874512
	Iteration 0F: 2 clusters Score -179130.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -177374.000000 Penalty: 2373.749023
	Iteration 0F: 3 clusters Score -177374 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -177726.015625 Penalty: 2373.749023
	Iteration 1F: 3 clusters Score -177726 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -177830.968750 Penalty: 2373.749023
	Iteration 2F: 3 clusters Score -177831 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -177896.468750 Penalty: 2373.749023
	Iteration 3F: 3 clusters Score -177896.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -177961.343750 Penalty: 2373.749023
	Iteration 4Q: 3 clusters Score -177961.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -178007.750000 Penalty: 2373.749023
	Iteration 5Q: 3 clusters Score -178007.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -178054.843750 Penalty: 2373.749023
	Iteration 6Q: 3 clusters Score -178054.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -178100.671875 Penalty: 2373.749023
	Iteration 7Q: 3 clusters Score -178100.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -178137.421875 Penalty: 2373.749023
	Iteration 8Q: 3 clusters Score -178137.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -178161.687500 Penalty: 2373.749023
	Iteration 9Q: 3 clusters Score -178161.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -178186.359375 Penalty: 2373.749023
	Iteration 10Q: 3 clusters Score -178186.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -178212.984375 Penalty: 2373.749023
	Iteration 11Q: 3 clusters Score -178213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -178240.375000 Penalty: 2373.749023
	Iteration 12Q: 3 clusters Score -178240.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -178273.312500 Penalty: 2373.749023
	Iteration 13Q: 3 clusters Score -178273.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -178311.406250 Penalty: 2373.749023
	Iteration 14Q: 3 clusters Score -178311.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -178351.140625 Penalty: 2373.749023
	Iteration 15Q: 3 clusters Score -178351.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -178379.609375 Penalty: 2373.749023
	Iteration 16Q: 3 clusters Score -178379.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -178402.343750 Penalty: 2373.749023
	Iteration 17Q: 3 clusters Score -178402.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -178414.687500 Penalty: 2373.749023
	Iteration 18Q: 3 clusters Score -178414.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -178423.359375 Penalty: 2373.749023
	Iteration 19Q: 3 clusters Score -178423.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -178428.593750 Penalty: 2373.749023
	Iteration 20F: 3 clusters Score -178428.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -178430.312500 Penalty: 2373.749023
	Iteration 21Q: 3 clusters Score -178430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -178431.156250 Penalty: 2373.749023
	Iteration 22Q: 3 clusters Score -178431.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -178432.140625 Penalty: 2373.749023
	Iteration 23Q: 3 clusters Score -178432.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -178432.984375 Penalty: 2373.749023
	Iteration 24Q: 3 clusters Score -178433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -178433.843750 Penalty: 2373.749023
	Iteration 25Q: 3 clusters Score -178433.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -178435.140625 Penalty: 2373.749023
	Iteration 26Q: 3 clusters Score -178435.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -178437.203125 Penalty: 2373.749023
	Iteration 27Q: 3 clusters Score -178437.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -178441.437500 Penalty: 2373.749023
	Iteration 28Q: 3 clusters Score -178441.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -178444.984375 Penalty: 2373.749023
	Iteration 29Q: 3 clusters Score -178445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -178446.531250 Penalty: 2373.749023
	Iteration 30Q: 3 clusters Score -178446.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -178447.046875 Penalty: 2373.749023
	Iteration 31Q: 3 clusters Score -178447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -178447.671875 Penalty: 2373.749023
	Iteration 32Q: 3 clusters Score -178447.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -178447.671875 Penalty: 2373.749023
	Iteration 33F: 3 clusters Score -178447.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 56400 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27386 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19008 members 
Mstep: Class 10 contains 3347 members 
Mstep: Class 11 contains 17426 members 
Mstep: Class 12 contains 2240 members 
Mstep: Class 13 contains 14012 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1930 members 
Mstep: Class 16 contains 1490 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19796 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 1861 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28755 members 
Mstep: Class 23 contains 4913 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73753 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1778 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14218 members 
Mstep: Class 35 contains 1486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48249696.000000 Penalty: 77586.710938
Iteration 154F: 38 clusters Score -4.82497e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4194 members 
Mstep: Class 3 contains 56388 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 6 contains 27359 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19014 members 
Mstep: Class 10 contains 3548 members 
Mstep: Class 11 contains 17422 members 
Mstep: Class 12 contains 2208 members 
Mstep: Class 13 contains 13919 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1932 members 
Mstep: Class 16 contains 1489 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19813 members 
Mstep: Class 19 contains 1902 members 
Mstep: Class 20 contains 1887 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28673 members 
Mstep: Class 23 contains 4898 members 
Mstep: Class 24 contains 6226 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73753 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14203 members 
Mstep: Class 35 contains 1480 members 
Mstep: Class 36 contains 2116 members 
Mstep: Class 37 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250340.000000 Penalty: 77586.710938
Iteration 155Q: 38 clusters Score -4.825034e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4192 members 
Mstep: Class 3 contains 56386 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8294 members 
Mstep: Class 6 contains 27297 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31313 members 
Mstep: Class 9 contains 19022 members 
Mstep: Class 10 contains 3747 members 
Mstep: Class 11 contains 17417 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 13811 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1932 members 
Mstep: Class 16 contains 1492 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19813 members 
Mstep: Class 19 contains 1899 members 
Mstep: Class 20 contains 1902 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28630 members 
Mstep: Class 23 contains 4896 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73754 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14209 members 
Mstep: Class 35 contains 1477 members 
Mstep: Class 36 contains 2132 members 
Mstep: Class 37 contains 3051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250500.000000 Penalty: 77586.710938
Iteration 156Q: 38 clusters Score -4.82505e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4189 members 
Mstep: Class 3 contains 56405 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 27234 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31315 members 
Mstep: Class 9 contains 19028 members 
Mstep: Class 10 contains 3901 members 
Mstep: Class 11 contains 17409 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 13706 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 16 contains 1498 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19817 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 20 contains 1912 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28598 members 
Mstep: Class 23 contains 4888 members 
Mstep: Class 24 contains 6226 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73753 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 1772 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3749 members 
Mstep: Class 34 contains 14211 members 
Mstep: Class 35 contains 1474 members 
Mstep: Class 36 contains 2152 members 
Mstep: Class 37 contains 3044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250656.000000 Penalty: 77586.710938
Iteration 157Q: 38 clusters Score -4.825066e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4185 members 
Mstep: Class 3 contains 56440 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8302 members 
Mstep: Class 6 contains 27165 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31311 members 
Mstep: Class 9 contains 19033 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 17403 members 
Mstep: Class 12 contains 2201 members 
Mstep: Class 13 contains 13615 members 
Mstep: Class 14 contains 9933 members 
Mstep: Class 15 contains 1939 members 
Mstep: Class 16 contains 1501 members 
Mstep: Class 17 contains 9195 members 
Mstep: Class 18 contains 19818 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 1916 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28569 members 
Mstep: Class 23 contains 4895 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2166 members 
Mstep: Class 26 contains 73750 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 1775 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14211 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2158 members 
Mstep: Class 37 contains 3044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250660.000000 Penalty: 77586.710938
Iteration 158Q: 38 clusters Score -4.825066e+07 nChanged 314
Entering ConstructFrom: 
Score: -48250660.000000 Penalty: 77586.710938
Entering ConstructFrom: 
Trying to split cluster 1 (844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Entering Unmasked Estep 
Score: -102047.187500 Penalty: 1094.949829
	Iteration 0F: 2 clusters Score -102047.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -100687.546875 Penalty: 2189.899658
	Iteration 0F: 3 clusters Score -100687.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100906.484375 Penalty: 2189.899658
	Iteration 1F: 3 clusters Score -100906.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -100963.171875 Penalty: 2189.899658
	Iteration 2F: 3 clusters Score -100963.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101000.429688 Penalty: 2189.899658
	Iteration 3Q: 3 clusters Score -101000.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -101018.359375 Penalty: 2189.899658
	Iteration 4Q: 3 clusters Score -101018.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -101033.062500 Penalty: 2189.899658
	Iteration 5Q: 3 clusters Score -101033.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101049.031250 Penalty: 2189.899658
	Iteration 6Q: 3 clusters Score -101049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101065.289062 Penalty: 2189.899658
	Iteration 7Q: 3 clusters Score -101065.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101083.757812 Penalty: 2189.899658
	Iteration 8Q: 3 clusters Score -101083.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -101096.515625 Penalty: 2189.899658
	Iteration 9Q: 3 clusters Score -101096.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -101105.390625 Penalty: 2189.899658
	Iteration 10Q: 3 clusters Score -101105.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -101109.742188 Penalty: 2189.899658
	Iteration 11Q: 3 clusters Score -101109.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101112.859375 Penalty: 2189.899658
	Iteration 12Q: 3 clusters Score -101112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -101115.406250 Penalty: 2189.899658
	Iteration 13Q: 3 clusters Score -101115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -101117.125000 Penalty: 2189.899658
	Iteration 14Q: 3 clusters Score -101117.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101120.007812 Penalty: 2189.899658
	Iteration 15Q: 3 clusters Score -101120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101124.343750 Penalty: 2189.899658
	Iteration 16Q: 3 clusters Score -101124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101127.656250 Penalty: 2189.899658
	Iteration 17Q: 3 clusters Score -101127.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -101127.656250 Penalty: 2189.899658
	Iteration 18F: 3 clusters Score -101127.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Entering Unmasked Estep 
Score: -507210.093750 Penalty: 1355.130127
	Iteration 0F: 2 clusters Score -507210.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -503761.875000 Penalty: 2710.260254
	Iteration 0F: 3 clusters Score -503761.9 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -504797.312500 Penalty: 2710.260254
	Iteration 1F: 3 clusters Score -504797.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -505058.250000 Penalty: 2710.260254
	Iteration 2F: 3 clusters Score -505058.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -505269.750000 Penalty: 2710.260254
	Iteration 3F: 3 clusters Score -505269.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -505449.968750 Penalty: 2710.260254
	Iteration 4F: 3 clusters Score -505450 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -505623.687500 Penalty: 2710.260254
	Iteration 5F: 3 clusters Score -505623.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -505775.156250 Penalty: 2710.260254
	Iteration 6Q: 3 clusters Score -505775.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -505912.437500 Penalty: 2710.260254
	Iteration 7Q: 3 clusters Score -505912.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -506039.062500 Penalty: 2710.260254
	Iteration 8Q: 3 clusters Score -506039.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -506132.875000 Penalty: 2710.260254
	Iteration 9Q: 3 clusters Score -506132.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -506185.750000 Penalty: 2710.260254
	Iteration 10Q: 3 clusters Score -506185.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -506227.531250 Penalty: 2710.260254
	Iteration 11Q: 3 clusters Score -506227.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -506255.875000 Penalty: 2710.260254
	Iteration 12Q: 3 clusters Score -506255.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -506279.875000 Penalty: 2710.260254
	Iteration 13Q: 3 clusters Score -506279.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -506297.906250 Penalty: 2710.260254
	Iteration 14Q: 3 clusters Score -506297.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -506312.406250 Penalty: 2710.260254
	Iteration 15Q: 3 clusters Score -506312.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -506322.812500 Penalty: 2710.260254
	Iteration 16Q: 3 clusters Score -506322.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -506328.125000 Penalty: 2710.260254
	Iteration 17Q: 3 clusters Score -506328.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -506331.656250 Penalty: 2710.260254
	Iteration 18Q: 3 clusters Score -506331.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -506337.812500 Penalty: 2710.260254
	Iteration 19Q: 3 clusters Score -506337.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -506342.531250 Penalty: 2710.260254
	Iteration 20F: 3 clusters Score -506342.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -506345.968750 Penalty: 2710.260254
	Iteration 21Q: 3 clusters Score -506346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -506349.406250 Penalty: 2710.260254
	Iteration 22Q: 3 clusters Score -506349.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -506351.281250 Penalty: 2710.260254
	Iteration 23Q: 3 clusters Score -506351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -506352.187500 Penalty: 2710.260254
	Iteration 24Q: 3 clusters Score -506352.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -506352.531250 Penalty: 2710.260254
	Iteration 25Q: 3 clusters Score -506352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -506352.375000 Penalty: 2710.260254
	Iteration 26Q: 3 clusters Score -506352.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -506353.031250 Penalty: 2710.260254
	Iteration 27Q: 3 clusters Score -506353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -506352.843750 Penalty: 2710.260254
	Iteration 28Q: 3 clusters Score -506352.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -506352.468750 Penalty: 2710.260254
	Iteration 29Q: 3 clusters Score -506352.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -506353.062500 Penalty: 2710.260254
	Iteration 30Q: 3 clusters Score -506353.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -506353.062500 Penalty: 2710.260254
	Iteration 31F: 3 clusters Score -506353.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56463 members 
Entering Unmasked Estep 
Score: -6975627.000000 Penalty: 1777.967773
	Iteration 0F: 2 clusters Score -6975627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28163 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -6938877.000000 Penalty: 3555.935547
	Iteration 0F: 3 clusters Score -6938877 nChanged 26281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -6954153.500000 Penalty: 3555.935547
	Iteration 1F: 3 clusters Score -6954154 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -6955183.000000 Penalty: 3555.935547
	Iteration 2Q: 3 clusters Score -6955183 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -6956595.000000 Penalty: 3555.935547
	Iteration 3F: 3 clusters Score -6956595 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 34083 members 
Entering Unmasked Estep 
Score: -6958397.000000 Penalty: 3555.935547
	Iteration 4F: 3 clusters Score -6958397 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 36947 members 
Entering Unmasked Estep 
Score: -6960653.500000 Penalty: 3555.935547
	Iteration 5F: 3 clusters Score -6960654 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -6963030.500000 Penalty: 3555.935547
	Iteration 6F: 3 clusters Score -6963030 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -6965206.000000 Penalty: 3555.935547
	Iteration 7F: 3 clusters Score -6965206 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -6967280.500000 Penalty: 3555.935547
	Iteration 8F: 3 clusters Score -6967280 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -6969308.000000 Penalty: 3555.935547
	Iteration 9F: 3 clusters Score -6969308 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -6971185.000000 Penalty: 3555.935547
	Iteration 10Q: 3 clusters Score -6971185 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 54055 members 
Entering Unmasked Estep 
Score: -6972665.000000 Penalty: 3555.935547
	Iteration 11Q: 3 clusters Score -6972665 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -6973576.000000 Penalty: 3555.935547
	Iteration 12Q: 3 clusters Score -6973576 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -6974066.000000 Penalty: 3555.935547
	Iteration 13Q: 3 clusters Score -6974066 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -6974296.000000 Penalty: 3555.935547
	Iteration 14Q: 3 clusters Score -6974296 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 55857 members 
Entering Unmasked Estep 
Score: -6974411.500000 Penalty: 3555.935547
	Iteration 15Q: 3 clusters Score -6974412 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 55899 members 
Entering Unmasked Estep 
Score: -6974516.500000 Penalty: 3555.935547
	Iteration 16Q: 3 clusters Score -6974516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 55934 members 
Entering Unmasked Estep 
Score: -6974619.000000 Penalty: 3555.935547
	Iteration 17Q: 3 clusters Score -6974619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -6974718.000000 Penalty: 3555.935547
	Iteration 18Q: 3 clusters Score -6974718 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -6974798.500000 Penalty: 3555.935547
	Iteration 19Q: 3 clusters Score -6974798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -6974857.500000 Penalty: 3555.935547
	Iteration 20F: 3 clusters Score -6974858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -6974888.000000 Penalty: 3555.935547
	Iteration 21Q: 3 clusters Score -6974888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 55962 members 
Entering Unmasked Estep 
Score: -6974898.500000 Penalty: 3555.935547
	Iteration 22Q: 3 clusters Score -6974898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -6974911.000000 Penalty: 3555.935547
	Iteration 23Q: 3 clusters Score -6974911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -6974923.000000 Penalty: 3555.935547
	Iteration 24Q: 3 clusters Score -6974923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 55960 members 
Entering Unmasked Estep 
Score: -6974933.500000 Penalty: 3555.935547
	Iteration 25Q: 3 clusters Score -6974934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 55950 members 
Entering Unmasked Estep 
Score: -6974938.500000 Penalty: 3555.935547
	Iteration 26Q: 3 clusters Score -6974938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 55947 members 
Entering Unmasked Estep 
Score: -6974954.500000 Penalty: 3555.935547
	Iteration 27Q: 3 clusters Score -6974954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -6974965.500000 Penalty: 3555.935547
	Iteration 28Q: 3 clusters Score -6974966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 55930 members 
Entering Unmasked Estep 
Score: -6974970.500000 Penalty: 3555.935547
	Iteration 29Q: 3 clusters Score -6974970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -6974975.000000 Penalty: 3555.935547
	Iteration 30Q: 3 clusters Score -6974975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -6974978.000000 Penalty: 3555.935547
	Iteration 31Q: 3 clusters Score -6974978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -6974980.000000 Penalty: 3555.935547
	Iteration 32Q: 3 clusters Score -6974980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -6974980.000000 Penalty: 3555.935547
	Iteration 33F: 3 clusters Score -6974980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Entering Unmasked Estep 
Score: -708037.125000 Penalty: 1405.933594
	Iteration 0F: 2 clusters Score -708037.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -703594.875000 Penalty: 2811.867188
	Iteration 0F: 3 clusters Score -703594.9 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -704790.312500 Penalty: 2811.867188
	Iteration 1F: 3 clusters Score -704790.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -704935.000000 Penalty: 2811.867188
	Iteration 2F: 3 clusters Score -704935 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -705042.125000 Penalty: 2811.867188
	Iteration 3Q: 3 clusters Score -705042.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -705123.687500 Penalty: 2811.867188
	Iteration 4Q: 3 clusters Score -705123.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -705186.750000 Penalty: 2811.867188
	Iteration 5Q: 3 clusters Score -705186.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -705247.750000 Penalty: 2811.867188
	Iteration 6Q: 3 clusters Score -705247.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -705317.250000 Penalty: 2811.867188
	Iteration 7Q: 3 clusters Score -705317.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -705391.187500 Penalty: 2811.867188
	Iteration 8Q: 3 clusters Score -705391.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -705469.562500 Penalty: 2811.867188
	Iteration 9Q: 3 clusters Score -705469.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -705550.500000 Penalty: 2811.867188
	Iteration 10Q: 3 clusters Score -705550.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -705638.437500 Penalty: 2811.867188
	Iteration 11Q: 3 clusters Score -705638.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -705725.562500 Penalty: 2811.867188
	Iteration 12Q: 3 clusters Score -705725.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -705806.625000 Penalty: 2811.867188
	Iteration 13Q: 3 clusters Score -705806.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -705877.687500 Penalty: 2811.867188
	Iteration 14Q: 3 clusters Score -705877.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -705940.062500 Penalty: 2811.867188
	Iteration 15Q: 3 clusters Score -705940.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -705989.687500 Penalty: 2811.867188
	Iteration 16Q: 3 clusters Score -705989.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -706049.000000 Penalty: 2811.867188
	Iteration 17Q: 3 clusters Score -706049 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -706096.437500 Penalty: 2811.867188
	Iteration 18Q: 3 clusters Score -706096.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -706148.437500 Penalty: 2811.867188
	Iteration 19Q: 3 clusters Score -706148.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -706211.250000 Penalty: 2811.867188
	Iteration 20F: 3 clusters Score -706211.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -706271.375000 Penalty: 2811.867188
	Iteration 21Q: 3 clusters Score -706271.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -706317.750000 Penalty: 2811.867188
	Iteration 22Q: 3 clusters Score -706317.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -706353.500000 Penalty: 2811.867188
	Iteration 23Q: 3 clusters Score -706353.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -706388.750000 Penalty: 2811.867188
	Iteration 24Q: 3 clusters Score -706388.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -706414.125000 Penalty: 2811.867188
	Iteration 25Q: 3 clusters Score -706414.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -706439.437500 Penalty: 2811.867188
	Iteration 26Q: 3 clusters Score -706439.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -706458.687500 Penalty: 2811.867188
	Iteration 27Q: 3 clusters Score -706458.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -706472.000000 Penalty: 2811.867188
	Iteration 28Q: 3 clusters Score -706472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -706485.062500 Penalty: 2811.867188
	Iteration 29Q: 3 clusters Score -706485.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -706498.625000 Penalty: 2811.867188
	Iteration 30Q: 3 clusters Score -706498.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -706509.875000 Penalty: 2811.867188
	Iteration 31Q: 3 clusters Score -706509.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -706522.437500 Penalty: 2811.867188
	Iteration 32Q: 3 clusters Score -706522.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -706530.125000 Penalty: 2811.867188
	Iteration 33Q: 3 clusters Score -706530.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -706535.250000 Penalty: 2811.867188
	Iteration 34Q: 3 clusters Score -706535.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -706545.250000 Penalty: 2811.867188
	Iteration 35Q: 3 clusters Score -706545.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -706555.875000 Penalty: 2811.867188
	Iteration 36Q: 3 clusters Score -706555.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -706566.000000 Penalty: 2811.867188
	Iteration 37Q: 3 clusters Score -706566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -706574.812500 Penalty: 2811.867188
	Iteration 38Q: 3 clusters Score -706574.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -706583.312500 Penalty: 2811.867188
	Iteration 39Q: 3 clusters Score -706583.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -706592.437500 Penalty: 2811.867188
	Iteration 40F: 3 clusters Score -706592.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -706604.062500 Penalty: 2811.867188
	Iteration 41Q: 3 clusters Score -706604.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -706617.625000 Penalty: 2811.867188
	Iteration 42Q: 3 clusters Score -706617.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -706635.687500 Penalty: 2811.867188
	Iteration 43Q: 3 clusters Score -706635.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -706648.375000 Penalty: 2811.867188
	Iteration 44Q: 3 clusters Score -706648.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -706661.875000 Penalty: 2811.867188
	Iteration 45Q: 3 clusters Score -706661.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -706675.625000 Penalty: 2811.867188
	Iteration 46Q: 3 clusters Score -706675.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -706682.312500 Penalty: 2811.867188
	Iteration 47Q: 3 clusters Score -706682.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -706682.875000 Penalty: 2811.867188
	Iteration 48Q: 3 clusters Score -706682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -706685.125000 Penalty: 2811.867188
	Iteration 49Q: 3 clusters Score -706685.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -706687.062500 Penalty: 2811.867188
	Iteration 50Q: 3 clusters Score -706687.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -706689.812500 Penalty: 2811.867188
	Iteration 51Q: 3 clusters Score -706689.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -706693.187500 Penalty: 2811.867188
	Iteration 52Q: 3 clusters Score -706693.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -706696.750000 Penalty: 2811.867188
	Iteration 53Q: 3 clusters Score -706696.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -706700.937500 Penalty: 2811.867188
	Iteration 54Q: 3 clusters Score -706700.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -706706.000000 Penalty: 2811.867188
	Iteration 55Q: 3 clusters Score -706706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -706706.937500 Penalty: 2811.867188
	Iteration 56Q: 3 clusters Score -706706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -706707.250000 Penalty: 2811.867188
	Iteration 57Q: 3 clusters Score -706707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -706707.250000 Penalty: 2811.867188
	Iteration 58F: 3 clusters Score -706707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Entering Unmasked Estep 
Score: -1032528.000000 Penalty: 1466.382202
	Iteration 0F: 2 clusters Score -1032528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1026390.312500 Penalty: 2932.764404
	Iteration 0F: 3 clusters Score -1026390 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1028194.625000 Penalty: 2932.764404
	Iteration 1F: 3 clusters Score -1028195 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1028405.375000 Penalty: 2932.764404
	Iteration 2F: 3 clusters Score -1028405 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1028570.312500 Penalty: 2932.764404
	Iteration 3F: 3 clusters Score -1028570 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1028717.875000 Penalty: 2932.764404
	Iteration 4Q: 3 clusters Score -1028718 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1028857.500000 Penalty: 2932.764404
	Iteration 5Q: 3 clusters Score -1028858 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1029010.625000 Penalty: 2932.764404
	Iteration 6Q: 3 clusters Score -1029011 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1029187.937500 Penalty: 2932.764404
	Iteration 7Q: 3 clusters Score -1029188 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1029398.062500 Penalty: 2932.764404
	Iteration 8Q: 3 clusters Score -1029398 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1029648.375000 Penalty: 2932.764404
	Iteration 9Q: 3 clusters Score -1029648 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1029931.562500 Penalty: 2932.764404
	Iteration 10Q: 3 clusters Score -1029932 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1030209.500000 Penalty: 2932.764404
	Iteration 11Q: 3 clusters Score -1030210 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1030462.250000 Penalty: 2932.764404
	Iteration 12Q: 3 clusters Score -1030462 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1030660.125000 Penalty: 2932.764404
	Iteration 13Q: 3 clusters Score -1030660 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1030842.750000 Penalty: 2932.764404
	Iteration 14Q: 3 clusters Score -1030843 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1030964.562500 Penalty: 2932.764404
	Iteration 15Q: 3 clusters Score -1030965 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1031041.500000 Penalty: 2932.764404
	Iteration 16Q: 3 clusters Score -1031042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1031085.812500 Penalty: 2932.764404
	Iteration 17Q: 3 clusters Score -1031086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1031119.562500 Penalty: 2932.764404
	Iteration 18Q: 3 clusters Score -1031120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1031147.812500 Penalty: 2932.764404
	Iteration 19Q: 3 clusters Score -1031148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1031175.062500 Penalty: 2932.764404
	Iteration 20F: 3 clusters Score -1031175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1031197.687500 Penalty: 2932.764404
	Iteration 21Q: 3 clusters Score -1031198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1031208.625000 Penalty: 2932.764404
	Iteration 22Q: 3 clusters Score -1031209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1031214.500000 Penalty: 2932.764404
	Iteration 23Q: 3 clusters Score -1031214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1031218.250000 Penalty: 2932.764404
	Iteration 24Q: 3 clusters Score -1031218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1031224.312500 Penalty: 2932.764404
	Iteration 25Q: 3 clusters Score -1031224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1031230.812500 Penalty: 2932.764404
	Iteration 26Q: 3 clusters Score -1031231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1031232.937500 Penalty: 2932.764404
	Iteration 27Q: 3 clusters Score -1031233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1031234.312500 Penalty: 2932.764404
	Iteration 28Q: 3 clusters Score -1031234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1031237.687500 Penalty: 2932.764404
	Iteration 29Q: 3 clusters Score -1031238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1031240.875000 Penalty: 2932.764404
	Iteration 30Q: 3 clusters Score -1031241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1031242.625000 Penalty: 2932.764404
	Iteration 31Q: 3 clusters Score -1031243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1031245.562500 Penalty: 2932.764404
	Iteration 32Q: 3 clusters Score -1031246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1031249.125000 Penalty: 2932.764404
	Iteration 33Q: 3 clusters Score -1031249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1031250.875000 Penalty: 2932.764404
	Iteration 34Q: 3 clusters Score -1031251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1031252.687500 Penalty: 2932.764404
	Iteration 35Q: 3 clusters Score -1031253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1031257.250000 Penalty: 2932.764404
	Iteration 36Q: 3 clusters Score -1031257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1031259.937500 Penalty: 2932.764404
	Iteration 37Q: 3 clusters Score -1031260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1031259.562500 Penalty: 2932.764404
	Iteration 38Q: 3 clusters Score -1031260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1031259.562500 Penalty: 2932.764404
	Iteration 39F: 3 clusters Score -1031260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Entering Unmasked Estep 
Score: -3355265.750000 Penalty: 1658.792480
	Iteration 0F: 2 clusters Score -3355266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3337035.000000 Penalty: 3317.584961
	Iteration 0F: 3 clusters Score -3337035 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -3343871.250000 Penalty: 3317.584961
	Iteration 1F: 3 clusters Score -3343871 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3344293.750000 Penalty: 3317.584961
	Iteration 2Q: 3 clusters Score -3344294 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3344670.500000 Penalty: 3317.584961
	Iteration 3Q: 3 clusters Score -3344670 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3345087.500000 Penalty: 3317.584961
	Iteration 4Q: 3 clusters Score -3345088 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3345546.500000 Penalty: 3317.584961
	Iteration 5Q: 3 clusters Score -3345546 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3346146.500000 Penalty: 3317.584961
	Iteration 6Q: 3 clusters Score -3346146 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3346925.750000 Penalty: 3317.584961
	Iteration 7F: 3 clusters Score -3346926 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -3347972.500000 Penalty: 3317.584961
	Iteration 8F: 3 clusters Score -3347972 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -3349200.500000 Penalty: 3317.584961
	Iteration 9F: 3 clusters Score -3349200 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3350420.750000 Penalty: 3317.584961
	Iteration 10F: 3 clusters Score -3350421 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3351442.500000 Penalty: 3317.584961
	Iteration 11Q: 3 clusters Score -3351442 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3352216.750000 Penalty: 3317.584961
	Iteration 12Q: 3 clusters Score -3352217 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3352699.250000 Penalty: 3317.584961
	Iteration 13Q: 3 clusters Score -3352699 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3352965.000000 Penalty: 3317.584961
	Iteration 14Q: 3 clusters Score -3352965 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3353141.250000 Penalty: 3317.584961
	Iteration 15Q: 3 clusters Score -3353141 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -3353269.500000 Penalty: 3317.584961
	Iteration 16Q: 3 clusters Score -3353270 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3353369.750000 Penalty: 3317.584961
	Iteration 17Q: 3 clusters Score -3353370 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -3353445.000000 Penalty: 3317.584961
	Iteration 18Q: 3 clusters Score -3353445 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3353516.500000 Penalty: 3317.584961
	Iteration 19Q: 3 clusters Score -3353516 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3353586.250000 Penalty: 3317.584961
	Iteration 20F: 3 clusters Score -3353586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3353636.250000 Penalty: 3317.584961
	Iteration 21Q: 3 clusters Score -3353636 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3353682.250000 Penalty: 3317.584961
	Iteration 22Q: 3 clusters Score -3353682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -3353716.750000 Penalty: 3317.584961
	Iteration 23Q: 3 clusters Score -3353717 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -3353733.500000 Penalty: 3317.584961
	Iteration 24Q: 3 clusters Score -3353734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -3353756.500000 Penalty: 3317.584961
	Iteration 25Q: 3 clusters Score -3353756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -3353764.750000 Penalty: 3317.584961
	Iteration 26Q: 3 clusters Score -3353765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -3353777.500000 Penalty: 3317.584961
	Iteration 27Q: 3 clusters Score -3353778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -3353792.000000 Penalty: 3317.584961
	Iteration 28Q: 3 clusters Score -3353792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3353803.500000 Penalty: 3317.584961
	Iteration 29Q: 3 clusters Score -3353804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -3353804.500000 Penalty: 3317.584961
	Iteration 30Q: 3 clusters Score -3353804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -3353808.000000 Penalty: 3317.584961
	Iteration 31Q: 3 clusters Score -3353808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -3353819.750000 Penalty: 3317.584961
	Iteration 32Q: 3 clusters Score -3353820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -3353833.250000 Penalty: 3317.584961
	Iteration 33Q: 3 clusters Score -3353833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3353836.500000 Penalty: 3317.584961
	Iteration 34Q: 3 clusters Score -3353836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3353840.000000 Penalty: 3317.584961
	Iteration 35Q: 3 clusters Score -3353840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3353843.500000 Penalty: 3317.584961
	Iteration 36Q: 3 clusters Score -3353844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3353855.250000 Penalty: 3317.584961
	Iteration 37Q: 3 clusters Score -3353855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3353856.750000 Penalty: 3317.584961
	Iteration 38Q: 3 clusters Score -3353857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -3353860.750000 Penalty: 3317.584961
	Iteration 39Q: 3 clusters Score -3353861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3353859.000000 Penalty: 3317.584961
	Iteration 40F: 3 clusters Score -3353859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3353861.750000 Penalty: 3317.584961
	Iteration 41Q: 3 clusters Score -3353862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -3353859.750000 Penalty: 3317.584961
	Iteration 42Q: 3 clusters Score -3353860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3353863.500000 Penalty: 3317.584961
	Iteration 43Q: 3 clusters Score -3353864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3353863.000000 Penalty: 3317.584961
	Iteration 44Q: 3 clusters Score -3353863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3353863.000000 Penalty: 3317.584961
	Iteration 45Q: 3 clusters Score -3353863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -3353864.250000 Penalty: 3317.584961
	Iteration 46Q: 3 clusters Score -3353864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3353867.750000 Penalty: 3317.584961
	Iteration 47Q: 3 clusters Score -3353868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -3353869.250000 Penalty: 3317.584961
	Iteration 48Q: 3 clusters Score -3353869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3353865.750000 Penalty: 3317.584961
	Iteration 49Q: 3 clusters Score -3353866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -3353861.500000 Penalty: 3317.584961
	Iteration 50Q: 3 clusters Score -3353862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -3353861.500000 Penalty: 3317.584961
	Iteration 51F: 3 clusters Score -3353862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Entering Unmasked Estep 
Score: -1831993.375000 Penalty: 1557.920044
	Iteration 0F: 2 clusters Score -1831993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1821931.500000 Penalty: 3115.840088
	Iteration 0F: 3 clusters Score -1821932 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1825354.875000 Penalty: 3115.840088
	Iteration 1F: 3 clusters Score -1825355 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1825676.500000 Penalty: 3115.840088
	Iteration 2F: 3 clusters Score -1825676 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1825999.875000 Penalty: 3115.840088
	Iteration 3F: 3 clusters Score -1826000 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1826404.625000 Penalty: 3115.840088
	Iteration 4F: 3 clusters Score -1826405 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1827013.000000 Penalty: 3115.840088
	Iteration 5F: 3 clusters Score -1827013 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1827767.000000 Penalty: 3115.840088
	Iteration 6F: 3 clusters Score -1827767 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1828486.000000 Penalty: 3115.840088
	Iteration 7F: 3 clusters Score -1828486 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1829031.000000 Penalty: 3115.840088
	Iteration 8F: 3 clusters Score -1829031 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1829398.625000 Penalty: 3115.840088
	Iteration 9Q: 3 clusters Score -1829399 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1829654.375000 Penalty: 3115.840088
	Iteration 10Q: 3 clusters Score -1829654 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1829861.000000 Penalty: 3115.840088
	Iteration 11Q: 3 clusters Score -1829861 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1830009.250000 Penalty: 3115.840088
	Iteration 12Q: 3 clusters Score -1830009 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1830128.375000 Penalty: 3115.840088
	Iteration 13Q: 3 clusters Score -1830128 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1830221.875000 Penalty: 3115.840088
	Iteration 14Q: 3 clusters Score -1830222 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1830314.000000 Penalty: 3115.840088
	Iteration 15Q: 3 clusters Score -1830314 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1830372.875000 Penalty: 3115.840088
	Iteration 16Q: 3 clusters Score -1830373 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1830428.125000 Penalty: 3115.840088
	Iteration 17Q: 3 clusters Score -1830428 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1830462.500000 Penalty: 3115.840088
	Iteration 18Q: 3 clusters Score -1830462 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1830496.375000 Penalty: 3115.840088
	Iteration 19Q: 3 clusters Score -1830496 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1830523.625000 Penalty: 3115.840088
	Iteration 20F: 3 clusters Score -1830524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1830550.000000 Penalty: 3115.840088
	Iteration 21Q: 3 clusters Score -1830550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1830566.125000 Penalty: 3115.840088
	Iteration 22Q: 3 clusters Score -1830566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1830574.000000 Penalty: 3115.840088
	Iteration 23Q: 3 clusters Score -1830574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1830582.125000 Penalty: 3115.840088
	Iteration 24Q: 3 clusters Score -1830582 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1830594.125000 Penalty: 3115.840088
	Iteration 25Q: 3 clusters Score -1830594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1830595.000000 Penalty: 3115.840088
	Iteration 26Q: 3 clusters Score -1830595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1830607.875000 Penalty: 3115.840088
	Iteration 27Q: 3 clusters Score -1830608 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1830613.125000 Penalty: 3115.840088
	Iteration 28Q: 3 clusters Score -1830613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1830625.000000 Penalty: 3115.840088
	Iteration 29Q: 3 clusters Score -1830625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1830631.750000 Penalty: 3115.840088
	Iteration 30Q: 3 clusters Score -1830632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1830631.375000 Penalty: 3115.840088
	Iteration 31Q: 3 clusters Score -1830631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1830635.000000 Penalty: 3115.840088
	Iteration 32Q: 3 clusters Score -1830635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1830638.250000 Penalty: 3115.840088
	Iteration 33Q: 3 clusters Score -1830638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1830640.375000 Penalty: 3115.840088
	Iteration 34Q: 3 clusters Score -1830640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1830644.500000 Penalty: 3115.840088
	Iteration 35Q: 3 clusters Score -1830644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1830646.875000 Penalty: 3115.840088
	Iteration 36Q: 3 clusters Score -1830647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1830651.250000 Penalty: 3115.840088
	Iteration 37Q: 3 clusters Score -1830651 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1830661.250000 Penalty: 3115.840088
	Iteration 38Q: 3 clusters Score -1830661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1830665.875000 Penalty: 3115.840088
	Iteration 39Q: 3 clusters Score -1830666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1830670.875000 Penalty: 3115.840088
	Iteration 40F: 3 clusters Score -1830671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1830675.125000 Penalty: 3115.840088
	Iteration 41Q: 3 clusters Score -1830675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1830677.250000 Penalty: 3115.840088
	Iteration 42Q: 3 clusters Score -1830677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1830679.875000 Penalty: 3115.840088
	Iteration 43Q: 3 clusters Score -1830680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1830680.625000 Penalty: 3115.840088
	Iteration 44Q: 3 clusters Score -1830681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1830679.000000 Penalty: 3115.840088
	Iteration 45Q: 3 clusters Score -1830679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1830684.500000 Penalty: 3115.840088
	Iteration 46Q: 3 clusters Score -1830684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1830684.250000 Penalty: 3115.840088
	Iteration 47Q: 3 clusters Score -1830684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1830683.625000 Penalty: 3115.840088
	Iteration 48Q: 3 clusters Score -1830684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1830685.875000 Penalty: 3115.840088
	Iteration 49Q: 3 clusters Score -1830686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1830686.750000 Penalty: 3115.840088
	Iteration 50Q: 3 clusters Score -1830687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1830689.000000 Penalty: 3115.840088
	Iteration 51Q: 3 clusters Score -1830689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1830688.625000 Penalty: 3115.840088
	Iteration 52Q: 3 clusters Score -1830689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1830691.750000 Penalty: 3115.840088
	Iteration 53Q: 3 clusters Score -1830692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1830691.125000 Penalty: 3115.840088
	Iteration 54Q: 3 clusters Score -1830691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1830691.125000 Penalty: 3115.840088
	Iteration 55F: 3 clusters Score -1830691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Entering Unmasked Estep 
Score: -3869798.500000 Penalty: 1682.134521
	Iteration 0F: 2 clusters Score -3869798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 15650 members 
Entering Unmasked Estep 
Score: -3848680.750000 Penalty: 3364.269043
	Iteration 0F: 3 clusters Score -3848681 nChanged 14517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3856684.750000 Penalty: 3364.269043
	Iteration 1F: 3 clusters Score -3856685 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3857051.750000 Penalty: 3364.269043
	Iteration 2Q: 3 clusters Score -3857052 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3857448.000000 Penalty: 3364.269043
	Iteration 3Q: 3 clusters Score -3857448 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -3857898.500000 Penalty: 3364.269043
	Iteration 4Q: 3 clusters Score -3857898 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3858425.500000 Penalty: 3364.269043
	Iteration 5Q: 3 clusters Score -3858426 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3859105.500000 Penalty: 3364.269043
	Iteration 6Q: 3 clusters Score -3859106 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -3859977.750000 Penalty: 3364.269043
	Iteration 7F: 3 clusters Score -3859978 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -3860953.250000 Penalty: 3364.269043
	Iteration 8F: 3 clusters Score -3860953 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -3861974.000000 Penalty: 3364.269043
	Iteration 9F: 3 clusters Score -3861974 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -3862912.250000 Penalty: 3364.269043
	Iteration 10F: 3 clusters Score -3862912 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3863703.750000 Penalty: 3364.269043
	Iteration 11Q: 3 clusters Score -3863704 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25816 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -3864490.500000 Penalty: 3364.269043
	Iteration 12Q: 3 clusters Score -3864490 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -3865267.750000 Penalty: 3364.269043
	Iteration 13Q: 3 clusters Score -3865268 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3866258.500000 Penalty: 3364.269043
	Iteration 14Q: 3 clusters Score -3866258 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3867218.750000 Penalty: 3364.269043
	Iteration 15Q: 3 clusters Score -3867219 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3867809.250000 Penalty: 3364.269043
	Iteration 16Q: 3 clusters Score -3867809 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3868145.750000 Penalty: 3364.269043
	Iteration 17Q: 3 clusters Score -3868146 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3868315.000000 Penalty: 3364.269043
	Iteration 18Q: 3 clusters Score -3868315 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3868402.500000 Penalty: 3364.269043
	Iteration 19Q: 3 clusters Score -3868402 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3868455.750000 Penalty: 3364.269043
	Iteration 20F: 3 clusters Score -3868456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3868486.750000 Penalty: 3364.269043
	Iteration 21Q: 3 clusters Score -3868487 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3868511.250000 Penalty: 3364.269043
	Iteration 22Q: 3 clusters Score -3868511 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3868530.000000 Penalty: 3364.269043
	Iteration 23Q: 3 clusters Score -3868530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3868546.500000 Penalty: 3364.269043
	Iteration 24Q: 3 clusters Score -3868546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3868563.750000 Penalty: 3364.269043
	Iteration 25Q: 3 clusters Score -3868564 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3868570.500000 Penalty: 3364.269043
	Iteration 26Q: 3 clusters Score -3868570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3868570.750000 Penalty: 3364.269043
	Iteration 27Q: 3 clusters Score -3868571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3868580.250000 Penalty: 3364.269043
	Iteration 28Q: 3 clusters Score -3868580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3868583.250000 Penalty: 3364.269043
	Iteration 29Q: 3 clusters Score -3868583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3868589.750000 Penalty: 3364.269043
	Iteration 30Q: 3 clusters Score -3868590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3868591.250000 Penalty: 3364.269043
	Iteration 31Q: 3 clusters Score -3868591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3868589.500000 Penalty: 3364.269043
	Iteration 32Q: 3 clusters Score -3868590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3868594.750000 Penalty: 3364.269043
	Iteration 33Q: 3 clusters Score -3868595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3868590.750000 Penalty: 3364.269043
	Iteration 34Q: 3 clusters Score -3868591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3868591.750000 Penalty: 3364.269043
	Iteration 35Q: 3 clusters Score -3868592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -3868589.000000 Penalty: 3364.269043
	Iteration 36Q: 3 clusters Score -3868589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3868597.000000 Penalty: 3364.269043
	Iteration 37Q: 3 clusters Score -3868597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3868597.500000 Penalty: 3364.269043
	Iteration 38Q: 3 clusters Score -3868598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3868598.000000 Penalty: 3364.269043
	Iteration 39Q: 3 clusters Score -3868598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3868590.750000 Penalty: 3364.269043
	Iteration 40F: 3 clusters Score -3868591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3868593.250000 Penalty: 3364.269043
	Iteration 41Q: 3 clusters Score -3868593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3868595.750000 Penalty: 3364.269043
	Iteration 42Q: 3 clusters Score -3868596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3868592.500000 Penalty: 3364.269043
	Iteration 43Q: 3 clusters Score -3868592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3868597.500000 Penalty: 3364.269043
	Iteration 44Q: 3 clusters Score -3868598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3868593.000000 Penalty: 3364.269043
	Iteration 45Q: 3 clusters Score -3868593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3868599.000000 Penalty: 3364.269043
	Iteration 46Q: 3 clusters Score -3868599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3868600.500000 Penalty: 3364.269043
	Iteration 47Q: 3 clusters Score -3868600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3868599.000000 Penalty: 3364.269043
	Iteration 48Q: 3 clusters Score -3868599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3868596.750000 Penalty: 3364.269043
	Iteration 49Q: 3 clusters Score -3868597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3868600.250000 Penalty: 3364.269043
	Iteration 50Q: 3 clusters Score -3868600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3868599.500000 Penalty: 3364.269043
	Iteration 51Q: 3 clusters Score -3868600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3868600.000000 Penalty: 3364.269043
	Iteration 52Q: 3 clusters Score -3868600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3868600.000000 Penalty: 3364.269043
	Iteration 53F: 3 clusters Score -3868600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Entering Unmasked Estep 
Score: -2338773.750000 Penalty: 1601.272095
	Iteration 0F: 2 clusters Score -2338774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -2325815.000000 Penalty: 3202.544189
	Iteration 0F: 3 clusters Score -2325815 nChanged 8616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2330770.500000 Penalty: 3202.544189
	Iteration 1F: 3 clusters Score -2330770 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2331305.500000 Penalty: 3202.544189
	Iteration 2F: 3 clusters Score -2331306 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2331940.500000 Penalty: 3202.544189
	Iteration 3F: 3 clusters Score -2331940 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2332696.250000 Penalty: 3202.544189
	Iteration 4F: 3 clusters Score -2332696 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2333489.750000 Penalty: 3202.544189
	Iteration 5F: 3 clusters Score -2333490 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2334376.000000 Penalty: 3202.544189
	Iteration 6F: 3 clusters Score -2334376 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2335284.500000 Penalty: 3202.544189
	Iteration 7F: 3 clusters Score -2335284 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -2336190.500000 Penalty: 3202.544189
	Iteration 8Q: 3 clusters Score -2336190 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2336799.000000 Penalty: 3202.544189
	Iteration 9Q: 3 clusters Score -2336799 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2337050.500000 Penalty: 3202.544189
	Iteration 10Q: 3 clusters Score -2337050 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2337207.000000 Penalty: 3202.544189
	Iteration 11Q: 3 clusters Score -2337207 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2337290.750000 Penalty: 3202.544189
	Iteration 12Q: 3 clusters Score -2337291 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2337361.500000 Penalty: 3202.544189
	Iteration 13Q: 3 clusters Score -2337362 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2337403.750000 Penalty: 3202.544189
	Iteration 14Q: 3 clusters Score -2337404 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2337446.000000 Penalty: 3202.544189
	Iteration 15Q: 3 clusters Score -2337446 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2337488.750000 Penalty: 3202.544189
	Iteration 16Q: 3 clusters Score -2337489 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2337513.250000 Penalty: 3202.544189
	Iteration 17Q: 3 clusters Score -2337513 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2337530.000000 Penalty: 3202.544189
	Iteration 18Q: 3 clusters Score -2337530 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2337547.500000 Penalty: 3202.544189
	Iteration 19Q: 3 clusters Score -2337548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2337559.000000 Penalty: 3202.544189
	Iteration 20F: 3 clusters Score -2337559 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2337572.250000 Penalty: 3202.544189
	Iteration 21Q: 3 clusters Score -2337572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2337585.750000 Penalty: 3202.544189
	Iteration 22Q: 3 clusters Score -2337586 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2337596.000000 Penalty: 3202.544189
	Iteration 23Q: 3 clusters Score -2337596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2337602.000000 Penalty: 3202.544189
	Iteration 24Q: 3 clusters Score -2337602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2337606.250000 Penalty: 3202.544189
	Iteration 25Q: 3 clusters Score -2337606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2337607.750000 Penalty: 3202.544189
	Iteration 26Q: 3 clusters Score -2337608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2337608.250000 Penalty: 3202.544189
	Iteration 27Q: 3 clusters Score -2337608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2337608.000000 Penalty: 3202.544189
	Iteration 28Q: 3 clusters Score -2337608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2337617.250000 Penalty: 3202.544189
	Iteration 29Q: 3 clusters Score -2337617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2337618.500000 Penalty: 3202.544189
	Iteration 30Q: 3 clusters Score -2337618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -2337617.000000 Penalty: 3202.544189
	Iteration 31Q: 3 clusters Score -2337617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2337621.500000 Penalty: 3202.544189
	Iteration 32Q: 3 clusters Score -2337622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2337628.000000 Penalty: 3202.544189
	Iteration 33Q: 3 clusters Score -2337628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2337623.750000 Penalty: 3202.544189
	Iteration 34Q: 3 clusters Score -2337624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2337626.750000 Penalty: 3202.544189
	Iteration 35Q: 3 clusters Score -2337627 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -2337629.000000 Penalty: 3202.544189
	Iteration 36Q: 3 clusters Score -2337629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2337627.750000 Penalty: 3202.544189
	Iteration 37Q: 3 clusters Score -2337628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2337634.750000 Penalty: 3202.544189
	Iteration 38Q: 3 clusters Score -2337635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2337629.250000 Penalty: 3202.544189
	Iteration 39Q: 3 clusters Score -2337629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -2337629.250000 Penalty: 3202.544189
	Iteration 40F: 3 clusters Score -2337629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2337631.500000 Penalty: 3202.544189
	Iteration 41Q: 3 clusters Score -2337632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2337631.500000 Penalty: 3202.544189
	Iteration 42Q: 3 clusters Score -2337632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2337632.500000 Penalty: 3202.544189
	Iteration 43Q: 3 clusters Score -2337632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2337632.500000 Penalty: 3202.544189
	Iteration 44F: 3 clusters Score -2337632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -502990.812500 Penalty: 1353.098267
	Iteration 0F: 2 clusters Score -502990.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -499523.343750 Penalty: 2706.196533
	Iteration 0F: 3 clusters Score -499523.3 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -500485.156250 Penalty: 2706.196533
	Iteration 1F: 3 clusters Score -500485.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -500675.531250 Penalty: 2706.196533
	Iteration 2F: 3 clusters Score -500675.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -500810.343750 Penalty: 2706.196533
	Iteration 3F: 3 clusters Score -500810.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -500912.218750 Penalty: 2706.196533
	Iteration 4Q: 3 clusters Score -500912.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -500992.531250 Penalty: 2706.196533
	Iteration 5Q: 3 clusters Score -500992.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -501051.468750 Penalty: 2706.196533
	Iteration 6Q: 3 clusters Score -501051.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -501123.593750 Penalty: 2706.196533
	Iteration 7Q: 3 clusters Score -501123.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -501188.000000 Penalty: 2706.196533
	Iteration 8Q: 3 clusters Score -501188 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -501247.281250 Penalty: 2706.196533
	Iteration 9Q: 3 clusters Score -501247.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -501316.343750 Penalty: 2706.196533
	Iteration 10Q: 3 clusters Score -501316.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -501393.250000 Penalty: 2706.196533
	Iteration 11Q: 3 clusters Score -501393.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -501486.468750 Penalty: 2706.196533
	Iteration 12Q: 3 clusters Score -501486.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -501546.281250 Penalty: 2706.196533
	Iteration 13Q: 3 clusters Score -501546.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -501601.656250 Penalty: 2706.196533
	Iteration 14Q: 3 clusters Score -501601.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -501658.250000 Penalty: 2706.196533
	Iteration 15Q: 3 clusters Score -501658.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -501722.781250 Penalty: 2706.196533
	Iteration 16Q: 3 clusters Score -501722.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -501774.812500 Penalty: 2706.196533
	Iteration 17Q: 3 clusters Score -501774.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -501820.625000 Penalty: 2706.196533
	Iteration 18Q: 3 clusters Score -501820.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -501858.562500 Penalty: 2706.196533
	Iteration 19Q: 3 clusters Score -501858.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -501899.500000 Penalty: 2706.196533
	Iteration 20F: 3 clusters Score -501899.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -501956.812500 Penalty: 2706.196533
	Iteration 21Q: 3 clusters Score -501956.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -502019.437500 Penalty: 2706.196533
	Iteration 22Q: 3 clusters Score -502019.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -502085.968750 Penalty: 2706.196533
	Iteration 23Q: 3 clusters Score -502086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -502141.375000 Penalty: 2706.196533
	Iteration 24Q: 3 clusters Score -502141.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -502175.500000 Penalty: 2706.196533
	Iteration 25Q: 3 clusters Score -502175.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -502194.343750 Penalty: 2706.196533
	Iteration 26Q: 3 clusters Score -502194.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -502206.937500 Penalty: 2706.196533
	Iteration 27Q: 3 clusters Score -502206.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -502214.031250 Penalty: 2706.196533
	Iteration 28Q: 3 clusters Score -502214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -502220.906250 Penalty: 2706.196533
	Iteration 29Q: 3 clusters Score -502220.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -502227.406250 Penalty: 2706.196533
	Iteration 30Q: 3 clusters Score -502227.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -502234.343750 Penalty: 2706.196533
	Iteration 31Q: 3 clusters Score -502234.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -502242.437500 Penalty: 2706.196533
	Iteration 32Q: 3 clusters Score -502242.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -502251.937500 Penalty: 2706.196533
	Iteration 33Q: 3 clusters Score -502251.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -502260.156250 Penalty: 2706.196533
	Iteration 34Q: 3 clusters Score -502260.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -502264.187500 Penalty: 2706.196533
	Iteration 35Q: 3 clusters Score -502264.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -502266.625000 Penalty: 2706.196533
	Iteration 36Q: 3 clusters Score -502266.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -502269.687500 Penalty: 2706.196533
	Iteration 37Q: 3 clusters Score -502269.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -502271.156250 Penalty: 2706.196533
	Iteration 38Q: 3 clusters Score -502271.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -502272.593750 Penalty: 2706.196533
	Iteration 39Q: 3 clusters Score -502272.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -502276.562500 Penalty: 2706.196533
	Iteration 40F: 3 clusters Score -502276.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -502279.625000 Penalty: 2706.196533
	Iteration 41Q: 3 clusters Score -502279.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -502283.187500 Penalty: 2706.196533
	Iteration 42Q: 3 clusters Score -502283.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -502285.312500 Penalty: 2706.196533
	Iteration 43Q: 3 clusters Score -502285.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -502288.218750 Penalty: 2706.196533
	Iteration 44Q: 3 clusters Score -502288.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -502290.906250 Penalty: 2706.196533
	Iteration 45Q: 3 clusters Score -502290.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -502292.531250 Penalty: 2706.196533
	Iteration 46Q: 3 clusters Score -502292.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -502294.875000 Penalty: 2706.196533
	Iteration 47Q: 3 clusters Score -502294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -502296.812500 Penalty: 2706.196533
	Iteration 48Q: 3 clusters Score -502296.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -502299.562500 Penalty: 2706.196533
	Iteration 49Q: 3 clusters Score -502299.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -502303.937500 Penalty: 2706.196533
	Iteration 50Q: 3 clusters Score -502303.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -502310.500000 Penalty: 2706.196533
	Iteration 51Q: 3 clusters Score -502310.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -502317.656250 Penalty: 2706.196533
	Iteration 52Q: 3 clusters Score -502317.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -502322.718750 Penalty: 2706.196533
	Iteration 53Q: 3 clusters Score -502322.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -502327.750000 Penalty: 2706.196533
	Iteration 54Q: 3 clusters Score -502327.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -502333.406250 Penalty: 2706.196533
	Iteration 55Q: 3 clusters Score -502333.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -502339.625000 Penalty: 2706.196533
	Iteration 56Q: 3 clusters Score -502339.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -502346.250000 Penalty: 2706.196533
	Iteration 57Q: 3 clusters Score -502346.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -502355.843750 Penalty: 2706.196533
	Iteration 58Q: 3 clusters Score -502355.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -502367.062500 Penalty: 2706.196533
	Iteration 59Q: 3 clusters Score -502367.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -502379.437500 Penalty: 2706.196533
	Iteration 60F: 3 clusters Score -502379.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -502392.406250 Penalty: 2706.196533
	Iteration 61Q: 3 clusters Score -502392.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -502415.093750 Penalty: 2706.196533
	Iteration 62Q: 3 clusters Score -502415.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -502434.687500 Penalty: 2706.196533
	Iteration 63Q: 3 clusters Score -502434.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -502450.312500 Penalty: 2706.196533
	Iteration 64Q: 3 clusters Score -502450.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -502467.656250 Penalty: 2706.196533
	Iteration 65Q: 3 clusters Score -502467.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -502475.906250 Penalty: 2706.196533
	Iteration 66Q: 3 clusters Score -502475.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -502485.906250 Penalty: 2706.196533
	Iteration 67Q: 3 clusters Score -502485.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -502489.343750 Penalty: 2706.196533
	Iteration 68Q: 3 clusters Score -502489.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -502494.750000 Penalty: 2706.196533
	Iteration 69Q: 3 clusters Score -502494.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -502499.750000 Penalty: 2706.196533
	Iteration 70Q: 3 clusters Score -502499.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -502502.812500 Penalty: 2706.196533
	Iteration 71Q: 3 clusters Score -502502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -502506.531250 Penalty: 2706.196533
	Iteration 72Q: 3 clusters Score -502506.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -502507.031250 Penalty: 2706.196533
	Iteration 73Q: 3 clusters Score -502507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -502508.343750 Penalty: 2706.196533
	Iteration 74Q: 3 clusters Score -502508.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -502509.125000 Penalty: 2706.196533
	Iteration 75Q: 3 clusters Score -502509.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -502510.750000 Penalty: 2706.196533
	Iteration 76Q: 3 clusters Score -502510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -502510.937500 Penalty: 2706.196533
	Iteration 77Q: 3 clusters Score -502510.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -502511.625000 Penalty: 2706.196533
	Iteration 78Q: 3 clusters Score -502511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -502511.625000 Penalty: 2706.196533
	Iteration 79F: 3 clusters Score -502511.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Entering Unmasked Estep 
Score: -2149598.500000 Penalty: 1586.658691
	Iteration 0F: 2 clusters Score -2149598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2137737.500000 Penalty: 3173.317383
	Iteration 0F: 3 clusters Score -2137738 nChanged 7784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2142092.750000 Penalty: 3173.317383
	Iteration 1F: 3 clusters Score -2142093 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2142570.000000 Penalty: 3173.317383
	Iteration 2F: 3 clusters Score -2142570 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2143052.500000 Penalty: 3173.317383
	Iteration 3F: 3 clusters Score -2143052 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -2143635.750000 Penalty: 3173.317383
	Iteration 4F: 3 clusters Score -2143636 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -2144311.500000 Penalty: 3173.317383
	Iteration 5F: 3 clusters Score -2144312 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -2145101.750000 Penalty: 3173.317383
	Iteration 6F: 3 clusters Score -2145102 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2145939.000000 Penalty: 3173.317383
	Iteration 7F: 3 clusters Score -2145939 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2146680.750000 Penalty: 3173.317383
	Iteration 8Q: 3 clusters Score -2146681 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2147305.000000 Penalty: 3173.317383
	Iteration 9Q: 3 clusters Score -2147305 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2147695.500000 Penalty: 3173.317383
	Iteration 10Q: 3 clusters Score -2147696 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2147870.750000 Penalty: 3173.317383
	Iteration 11Q: 3 clusters Score -2147871 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2147938.500000 Penalty: 3173.317383
	Iteration 12Q: 3 clusters Score -2147938 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2147992.750000 Penalty: 3173.317383
	Iteration 13Q: 3 clusters Score -2147993 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2148028.250000 Penalty: 3173.317383
	Iteration 14Q: 3 clusters Score -2148028 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2148052.000000 Penalty: 3173.317383
	Iteration 15Q: 3 clusters Score -2148052 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -2148073.750000 Penalty: 3173.317383
	Iteration 16Q: 3 clusters Score -2148074 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2148111.750000 Penalty: 3173.317383
	Iteration 17Q: 3 clusters Score -2148112 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2148148.750000 Penalty: 3173.317383
	Iteration 18Q: 3 clusters Score -2148149 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2148169.750000 Penalty: 3173.317383
	Iteration 19Q: 3 clusters Score -2148170 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2148186.750000 Penalty: 3173.317383
	Iteration 20F: 3 clusters Score -2148187 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2148210.750000 Penalty: 3173.317383
	Iteration 21Q: 3 clusters Score -2148211 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2148224.750000 Penalty: 3173.317383
	Iteration 22Q: 3 clusters Score -2148225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2148231.750000 Penalty: 3173.317383
	Iteration 23Q: 3 clusters Score -2148232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2148237.000000 Penalty: 3173.317383
	Iteration 24Q: 3 clusters Score -2148237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2148239.750000 Penalty: 3173.317383
	Iteration 25Q: 3 clusters Score -2148240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2148245.500000 Penalty: 3173.317383
	Iteration 26Q: 3 clusters Score -2148246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2148249.750000 Penalty: 3173.317383
	Iteration 27Q: 3 clusters Score -2148250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2148252.250000 Penalty: 3173.317383
	Iteration 28Q: 3 clusters Score -2148252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2148252.000000 Penalty: 3173.317383
	Iteration 29Q: 3 clusters Score -2148252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2148254.750000 Penalty: 3173.317383
	Iteration 30Q: 3 clusters Score -2148255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2148257.750000 Penalty: 3173.317383
	Iteration 31Q: 3 clusters Score -2148258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -2148256.750000 Penalty: 3173.317383
	Iteration 32Q: 3 clusters Score -2148257 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2148258.750000 Penalty: 3173.317383
	Iteration 33Q: 3 clusters Score -2148259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -2148259.000000 Penalty: 3173.317383
	Iteration 34Q: 3 clusters Score -2148259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2148256.250000 Penalty: 3173.317383
	Iteration 35Q: 3 clusters Score -2148256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2148257.000000 Penalty: 3173.317383
	Iteration 36Q: 3 clusters Score -2148257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2148260.750000 Penalty: 3173.317383
	Iteration 37Q: 3 clusters Score -2148261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2148259.750000 Penalty: 3173.317383
	Iteration 38Q: 3 clusters Score -2148260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2148260.000000 Penalty: 3173.317383
	Iteration 39Q: 3 clusters Score -2148260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2148258.000000 Penalty: 3173.317383
	Iteration 40F: 3 clusters Score -2148258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2148259.000000 Penalty: 3173.317383
	Iteration 41Q: 3 clusters Score -2148259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2148261.500000 Penalty: 3173.317383
	Iteration 42Q: 3 clusters Score -2148262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2148260.750000 Penalty: 3173.317383
	Iteration 43Q: 3 clusters Score -2148261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2148260.750000 Penalty: 3173.317383
	Iteration 44F: 3 clusters Score -2148261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -233975.218750 Penalty: 1250.560669
	Iteration 0F: 2 clusters Score -233975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -231808.609375 Penalty: 2501.121338
	Iteration 0F: 3 clusters Score -231808.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -232397.000000 Penalty: 2501.121338
	Iteration 1F: 3 clusters Score -232397 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -232602.562500 Penalty: 2501.121338
	Iteration 2F: 3 clusters Score -232602.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -232774.046875 Penalty: 2501.121338
	Iteration 3F: 3 clusters Score -232774 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -232938.796875 Penalty: 2501.121338
	Iteration 4F: 3 clusters Score -232938.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -233074.125000 Penalty: 2501.121338
	Iteration 5F: 3 clusters Score -233074.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -233145.359375 Penalty: 2501.121338
	Iteration 6Q: 3 clusters Score -233145.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -233202.484375 Penalty: 2501.121338
	Iteration 7Q: 3 clusters Score -233202.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -233262.625000 Penalty: 2501.121338
	Iteration 8Q: 3 clusters Score -233262.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -233312.906250 Penalty: 2501.121338
	Iteration 9Q: 3 clusters Score -233312.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -233341.796875 Penalty: 2501.121338
	Iteration 10Q: 3 clusters Score -233341.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -233358.687500 Penalty: 2501.121338
	Iteration 11Q: 3 clusters Score -233358.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -233370.078125 Penalty: 2501.121338
	Iteration 12Q: 3 clusters Score -233370.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -233375.421875 Penalty: 2501.121338
	Iteration 13Q: 3 clusters Score -233375.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -233382.000000 Penalty: 2501.121338
	Iteration 14Q: 3 clusters Score -233382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -233387.671875 Penalty: 2501.121338
	Iteration 15Q: 3 clusters Score -233387.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -233392.453125 Penalty: 2501.121338
	Iteration 16Q: 3 clusters Score -233392.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -233397.593750 Penalty: 2501.121338
	Iteration 17Q: 3 clusters Score -233397.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -233401.625000 Penalty: 2501.121338
	Iteration 18Q: 3 clusters Score -233401.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -233405.671875 Penalty: 2501.121338
	Iteration 19Q: 3 clusters Score -233405.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -233409.312500 Penalty: 2501.121338
	Iteration 20F: 3 clusters Score -233409.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -233411.109375 Penalty: 2501.121338
	Iteration 21Q: 3 clusters Score -233411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -233412.703125 Penalty: 2501.121338
	Iteration 22Q: 3 clusters Score -233412.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -233416.859375 Penalty: 2501.121338
	Iteration 23Q: 3 clusters Score -233416.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -233424.640625 Penalty: 2501.121338
	Iteration 24Q: 3 clusters Score -233424.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -233429.562500 Penalty: 2501.121338
	Iteration 25Q: 3 clusters Score -233429.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -233435.468750 Penalty: 2501.121338
	Iteration 26Q: 3 clusters Score -233435.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -233443.359375 Penalty: 2501.121338
	Iteration 27Q: 3 clusters Score -233443.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -233449.062500 Penalty: 2501.121338
	Iteration 28Q: 3 clusters Score -233449.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -233452.125000 Penalty: 2501.121338
	Iteration 29Q: 3 clusters Score -233452.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -233456.046875 Penalty: 2501.121338
	Iteration 30Q: 3 clusters Score -233456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -233459.078125 Penalty: 2501.121338
	Iteration 31Q: 3 clusters Score -233459.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -233461.734375 Penalty: 2501.121338
	Iteration 32Q: 3 clusters Score -233461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -233463.296875 Penalty: 2501.121338
	Iteration 33Q: 3 clusters Score -233463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -233463.671875 Penalty: 2501.121338
	Iteration 34Q: 3 clusters Score -233463.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -233464.968750 Penalty: 2501.121338
	Iteration 35Q: 3 clusters Score -233465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -233466.765625 Penalty: 2501.121338
	Iteration 36Q: 3 clusters Score -233466.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -233468.093750 Penalty: 2501.121338
	Iteration 37Q: 3 clusters Score -233468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -233468.453125 Penalty: 2501.121338
	Iteration 38Q: 3 clusters Score -233468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -233469.609375 Penalty: 2501.121338
	Iteration 39Q: 3 clusters Score -233469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -233470.625000 Penalty: 2501.121338
	Iteration 40F: 3 clusters Score -233470.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -233471.578125 Penalty: 2501.121338
	Iteration 41Q: 3 clusters Score -233471.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -233472.187500 Penalty: 2501.121338
	Iteration 42Q: 3 clusters Score -233472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -233472.734375 Penalty: 2501.121338
	Iteration 43Q: 3 clusters Score -233472.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -233473.187500 Penalty: 2501.121338
	Iteration 44Q: 3 clusters Score -233473.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -233474.046875 Penalty: 2501.121338
	Iteration 45Q: 3 clusters Score -233474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -233476.406250 Penalty: 2501.121338
	Iteration 46Q: 3 clusters Score -233476.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -233478.906250 Penalty: 2501.121338
	Iteration 47Q: 3 clusters Score -233478.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -233481.500000 Penalty: 2501.121338
	Iteration 48Q: 3 clusters Score -233481.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -233483.437500 Penalty: 2501.121338
	Iteration 49Q: 3 clusters Score -233483.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -233484.703125 Penalty: 2501.121338
	Iteration 50Q: 3 clusters Score -233484.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -233485.468750 Penalty: 2501.121338
	Iteration 51Q: 3 clusters Score -233485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -233486.078125 Penalty: 2501.121338
	Iteration 52Q: 3 clusters Score -233486.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -233486.078125 Penalty: 2501.121338
	Iteration 53F: 3 clusters Score -233486.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Entering Unmasked Estep 
Score: -1543912.375000 Penalty: 1545.880127
	Iteration 0F: 2 clusters Score -1543912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1534487.500000 Penalty: 3091.760254
	Iteration 0F: 3 clusters Score -1534488 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1537954.375000 Penalty: 3091.760254
	Iteration 1F: 3 clusters Score -1537954 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1538501.625000 Penalty: 3091.760254
	Iteration 2F: 3 clusters Score -1538502 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1538982.875000 Penalty: 3091.760254
	Iteration 3F: 3 clusters Score -1538983 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1539398.000000 Penalty: 3091.760254
	Iteration 4F: 3 clusters Score -1539398 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1539704.250000 Penalty: 3091.760254
	Iteration 5Q: 3 clusters Score -1539704 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1539934.125000 Penalty: 3091.760254
	Iteration 6Q: 3 clusters Score -1539934 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1540100.125000 Penalty: 3091.760254
	Iteration 7Q: 3 clusters Score -1540100 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1540238.750000 Penalty: 3091.760254
	Iteration 8Q: 3 clusters Score -1540239 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1540338.875000 Penalty: 3091.760254
	Iteration 9Q: 3 clusters Score -1540339 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1540403.625000 Penalty: 3091.760254
	Iteration 10Q: 3 clusters Score -1540404 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1540467.125000 Penalty: 3091.760254
	Iteration 11Q: 3 clusters Score -1540467 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1540514.750000 Penalty: 3091.760254
	Iteration 12Q: 3 clusters Score -1540515 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1540580.125000 Penalty: 3091.760254
	Iteration 13Q: 3 clusters Score -1540580 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1540639.250000 Penalty: 3091.760254
	Iteration 14Q: 3 clusters Score -1540639 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1540696.875000 Penalty: 3091.760254
	Iteration 15Q: 3 clusters Score -1540697 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1540734.625000 Penalty: 3091.760254
	Iteration 16Q: 3 clusters Score -1540735 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1540789.500000 Penalty: 3091.760254
	Iteration 17Q: 3 clusters Score -1540790 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1540863.125000 Penalty: 3091.760254
	Iteration 18Q: 3 clusters Score -1540863 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1540944.750000 Penalty: 3091.760254
	Iteration 19Q: 3 clusters Score -1540945 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1541011.125000 Penalty: 3091.760254
	Iteration 20F: 3 clusters Score -1541011 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1541071.625000 Penalty: 3091.760254
	Iteration 21Q: 3 clusters Score -1541072 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1541151.000000 Penalty: 3091.760254
	Iteration 22Q: 3 clusters Score -1541151 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1541233.250000 Penalty: 3091.760254
	Iteration 23Q: 3 clusters Score -1541233 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1541318.625000 Penalty: 3091.760254
	Iteration 24Q: 3 clusters Score -1541319 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1541415.375000 Penalty: 3091.760254
	Iteration 25Q: 3 clusters Score -1541415 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1541516.375000 Penalty: 3091.760254
	Iteration 26Q: 3 clusters Score -1541516 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1541599.250000 Penalty: 3091.760254
	Iteration 27Q: 3 clusters Score -1541599 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1541662.125000 Penalty: 3091.760254
	Iteration 28Q: 3 clusters Score -1541662 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1541724.625000 Penalty: 3091.760254
	Iteration 29Q: 3 clusters Score -1541725 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1541781.250000 Penalty: 3091.760254
	Iteration 30Q: 3 clusters Score -1541781 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1541826.000000 Penalty: 3091.760254
	Iteration 31Q: 3 clusters Score -1541826 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1541881.250000 Penalty: 3091.760254
	Iteration 32Q: 3 clusters Score -1541881 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1541939.875000 Penalty: 3091.760254
	Iteration 33Q: 3 clusters Score -1541940 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1542001.875000 Penalty: 3091.760254
	Iteration 34Q: 3 clusters Score -1542002 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1542046.375000 Penalty: 3091.760254
	Iteration 35Q: 3 clusters Score -1542046 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1542086.375000 Penalty: 3091.760254
	Iteration 36Q: 3 clusters Score -1542086 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1542114.250000 Penalty: 3091.760254
	Iteration 37Q: 3 clusters Score -1542114 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -1542149.875000 Penalty: 3091.760254
	Iteration 38Q: 3 clusters Score -1542150 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1542179.000000 Penalty: 3091.760254
	Iteration 39Q: 3 clusters Score -1542179 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1542203.375000 Penalty: 3091.760254
	Iteration 40F: 3 clusters Score -1542203 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1542221.375000 Penalty: 3091.760254
	Iteration 41Q: 3 clusters Score -1542221 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1542238.750000 Penalty: 3091.760254
	Iteration 42Q: 3 clusters Score -1542239 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1542254.125000 Penalty: 3091.760254
	Iteration 43Q: 3 clusters Score -1542254 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1542270.625000 Penalty: 3091.760254
	Iteration 44Q: 3 clusters Score -1542271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1542281.750000 Penalty: 3091.760254
	Iteration 45Q: 3 clusters Score -1542282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1542296.375000 Penalty: 3091.760254
	Iteration 46Q: 3 clusters Score -1542296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1542302.125000 Penalty: 3091.760254
	Iteration 47Q: 3 clusters Score -1542302 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -1542311.250000 Penalty: 3091.760254
	Iteration 48Q: 3 clusters Score -1542311 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -1542320.250000 Penalty: 3091.760254
	Iteration 49Q: 3 clusters Score -1542320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -1542335.375000 Penalty: 3091.760254
	Iteration 50Q: 3 clusters Score -1542335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1542346.625000 Penalty: 3091.760254
	Iteration 51Q: 3 clusters Score -1542347 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1542359.750000 Penalty: 3091.760254
	Iteration 52Q: 3 clusters Score -1542360 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1542386.250000 Penalty: 3091.760254
	Iteration 53Q: 3 clusters Score -1542386 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1542406.000000 Penalty: 3091.760254
	Iteration 54Q: 3 clusters Score -1542406 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1542426.250000 Penalty: 3091.760254
	Iteration 55Q: 3 clusters Score -1542426 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1542445.625000 Penalty: 3091.760254
	Iteration 56Q: 3 clusters Score -1542446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1542466.875000 Penalty: 3091.760254
	Iteration 57Q: 3 clusters Score -1542467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1542487.250000 Penalty: 3091.760254
	Iteration 58Q: 3 clusters Score -1542487 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1542516.375000 Penalty: 3091.760254
	Iteration 59Q: 3 clusters Score -1542516 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1542545.375000 Penalty: 3091.760254
	Iteration 60F: 3 clusters Score -1542545 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1542582.375000 Penalty: 3091.760254
	Iteration 61Q: 3 clusters Score -1542582 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1542626.750000 Penalty: 3091.760254
	Iteration 62Q: 3 clusters Score -1542627 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1542669.000000 Penalty: 3091.760254
	Iteration 63Q: 3 clusters Score -1542669 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1542703.500000 Penalty: 3091.760254
	Iteration 64Q: 3 clusters Score -1542704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1542732.500000 Penalty: 3091.760254
	Iteration 65Q: 3 clusters Score -1542732 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1542768.875000 Penalty: 3091.760254
	Iteration 66Q: 3 clusters Score -1542769 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1542795.875000 Penalty: 3091.760254
	Iteration 67Q: 3 clusters Score -1542796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -1542815.875000 Penalty: 3091.760254
	Iteration 68Q: 3 clusters Score -1542816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -1542827.250000 Penalty: 3091.760254
	Iteration 69Q: 3 clusters Score -1542827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -1542833.875000 Penalty: 3091.760254
	Iteration 70Q: 3 clusters Score -1542834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1542839.375000 Penalty: 3091.760254
	Iteration 71Q: 3 clusters Score -1542839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1542841.750000 Penalty: 3091.760254
	Iteration 72Q: 3 clusters Score -1542842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1542847.500000 Penalty: 3091.760254
	Iteration 73Q: 3 clusters Score -1542848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1542855.750000 Penalty: 3091.760254
	Iteration 74Q: 3 clusters Score -1542856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1542858.000000 Penalty: 3091.760254
	Iteration 75Q: 3 clusters Score -1542858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -1542865.250000 Penalty: 3091.760254
	Iteration 76Q: 3 clusters Score -1542865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1542874.250000 Penalty: 3091.760254
	Iteration 77Q: 3 clusters Score -1542874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1542877.500000 Penalty: 3091.760254
	Iteration 78Q: 3 clusters Score -1542878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1542879.375000 Penalty: 3091.760254
	Iteration 79Q: 3 clusters Score -1542879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1542882.625000 Penalty: 3091.760254
	Iteration 80F: 3 clusters Score -1542883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1542884.125000 Penalty: 3091.760254
	Iteration 81Q: 3 clusters Score -1542884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1542887.000000 Penalty: 3091.760254
	Iteration 82Q: 3 clusters Score -1542887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1542890.125000 Penalty: 3091.760254
	Iteration 83Q: 3 clusters Score -1542890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1542890.875000 Penalty: 3091.760254
	Iteration 84Q: 3 clusters Score -1542891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1542890.875000 Penalty: 3091.760254
	Iteration 85Q: 3 clusters Score -1542891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1542890.750000 Penalty: 3091.760254
	Iteration 86Q: 3 clusters Score -1542891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1542890.875000 Penalty: 3091.760254
	Iteration 87Q: 3 clusters Score -1542891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1542892.500000 Penalty: 3091.760254
	Iteration 88Q: 3 clusters Score -1542892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1542892.500000 Penalty: 3091.760254
	Iteration 89F: 3 clusters Score -1542892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Entering Unmasked Estep 
Score: -1239112.625000 Penalty: 1495.604248
	Iteration 0F: 2 clusters Score -1239113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1231995.250000 Penalty: 2991.208496
	Iteration 0F: 3 clusters Score -1231995 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1234240.500000 Penalty: 2991.208496
	Iteration 1F: 3 clusters Score -1234240 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1234472.375000 Penalty: 2991.208496
	Iteration 2F: 3 clusters Score -1234472 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1234649.500000 Penalty: 2991.208496
	Iteration 3Q: 3 clusters Score -1234650 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1234786.250000 Penalty: 2991.208496
	Iteration 4Q: 3 clusters Score -1234786 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1234889.375000 Penalty: 2991.208496
	Iteration 5Q: 3 clusters Score -1234889 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1234992.750000 Penalty: 2991.208496
	Iteration 6Q: 3 clusters Score -1234993 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1235117.750000 Penalty: 2991.208496
	Iteration 7Q: 3 clusters Score -1235118 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1235250.250000 Penalty: 2991.208496
	Iteration 8Q: 3 clusters Score -1235250 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1235402.500000 Penalty: 2991.208496
	Iteration 9Q: 3 clusters Score -1235402 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1235567.250000 Penalty: 2991.208496
	Iteration 10Q: 3 clusters Score -1235567 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1235750.750000 Penalty: 2991.208496
	Iteration 11Q: 3 clusters Score -1235751 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1235925.375000 Penalty: 2991.208496
	Iteration 12Q: 3 clusters Score -1235925 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1236091.750000 Penalty: 2991.208496
	Iteration 13Q: 3 clusters Score -1236092 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1236219.875000 Penalty: 2991.208496
	Iteration 14Q: 3 clusters Score -1236220 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1236330.500000 Penalty: 2991.208496
	Iteration 15Q: 3 clusters Score -1236330 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1236398.625000 Penalty: 2991.208496
	Iteration 16Q: 3 clusters Score -1236399 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1236449.250000 Penalty: 2991.208496
	Iteration 17Q: 3 clusters Score -1236449 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1236499.750000 Penalty: 2991.208496
	Iteration 18Q: 3 clusters Score -1236500 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1236559.625000 Penalty: 2991.208496
	Iteration 19Q: 3 clusters Score -1236560 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1236613.125000 Penalty: 2991.208496
	Iteration 20F: 3 clusters Score -1236613 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1236679.750000 Penalty: 2991.208496
	Iteration 21Q: 3 clusters Score -1236680 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1236737.750000 Penalty: 2991.208496
	Iteration 22Q: 3 clusters Score -1236738 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1236791.125000 Penalty: 2991.208496
	Iteration 23Q: 3 clusters Score -1236791 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1236854.500000 Penalty: 2991.208496
	Iteration 24Q: 3 clusters Score -1236854 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1236914.125000 Penalty: 2991.208496
	Iteration 25Q: 3 clusters Score -1236914 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1236976.500000 Penalty: 2991.208496
	Iteration 26Q: 3 clusters Score -1236976 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1237050.125000 Penalty: 2991.208496
	Iteration 27Q: 3 clusters Score -1237050 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1237130.250000 Penalty: 2991.208496
	Iteration 28Q: 3 clusters Score -1237130 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1237220.125000 Penalty: 2991.208496
	Iteration 29Q: 3 clusters Score -1237220 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1237326.000000 Penalty: 2991.208496
	Iteration 30Q: 3 clusters Score -1237326 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1237412.625000 Penalty: 2991.208496
	Iteration 31Q: 3 clusters Score -1237413 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1237486.500000 Penalty: 2991.208496
	Iteration 32Q: 3 clusters Score -1237486 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1237551.250000 Penalty: 2991.208496
	Iteration 33Q: 3 clusters Score -1237551 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1237595.625000 Penalty: 2991.208496
	Iteration 34Q: 3 clusters Score -1237596 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1237638.625000 Penalty: 2991.208496
	Iteration 35Q: 3 clusters Score -1237639 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1237680.125000 Penalty: 2991.208496
	Iteration 36Q: 3 clusters Score -1237680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1237711.250000 Penalty: 2991.208496
	Iteration 37Q: 3 clusters Score -1237711 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1237735.250000 Penalty: 2991.208496
	Iteration 38Q: 3 clusters Score -1237735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1237750.250000 Penalty: 2991.208496
	Iteration 39Q: 3 clusters Score -1237750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1237755.750000 Penalty: 2991.208496
	Iteration 40F: 3 clusters Score -1237756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1237766.375000 Penalty: 2991.208496
	Iteration 41Q: 3 clusters Score -1237766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1237772.875000 Penalty: 2991.208496
	Iteration 42Q: 3 clusters Score -1237773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1237779.375000 Penalty: 2991.208496
	Iteration 43Q: 3 clusters Score -1237779 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1237787.750000 Penalty: 2991.208496
	Iteration 44Q: 3 clusters Score -1237788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1237796.500000 Penalty: 2991.208496
	Iteration 45Q: 3 clusters Score -1237796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1237800.250000 Penalty: 2991.208496
	Iteration 46Q: 3 clusters Score -1237800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1237805.000000 Penalty: 2991.208496
	Iteration 47Q: 3 clusters Score -1237805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1237806.500000 Penalty: 2991.208496
	Iteration 48Q: 3 clusters Score -1237806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1237812.125000 Penalty: 2991.208496
	Iteration 49Q: 3 clusters Score -1237812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1237816.750000 Penalty: 2991.208496
	Iteration 50Q: 3 clusters Score -1237817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1237820.125000 Penalty: 2991.208496
	Iteration 51Q: 3 clusters Score -1237820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1237821.875000 Penalty: 2991.208496
	Iteration 52Q: 3 clusters Score -1237822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1237827.000000 Penalty: 2991.208496
	Iteration 53Q: 3 clusters Score -1237827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1237830.500000 Penalty: 2991.208496
	Iteration 54Q: 3 clusters Score -1237830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1237833.750000 Penalty: 2991.208496
	Iteration 55Q: 3 clusters Score -1237834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1237835.875000 Penalty: 2991.208496
	Iteration 56Q: 3 clusters Score -1237836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1237837.625000 Penalty: 2991.208496
	Iteration 57Q: 3 clusters Score -1237838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1237838.500000 Penalty: 2991.208496
	Iteration 58Q: 3 clusters Score -1237838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1237838.500000 Penalty: 2991.208496
	Iteration 59F: 3 clusters Score -1237838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -232067.781250 Penalty: 1229.945557
	Iteration 0F: 2 clusters Score -232067.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -230013.437500 Penalty: 2459.891113
	Iteration 0F: 3 clusters Score -230013.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -230500.046875 Penalty: 2459.891113
	Iteration 1F: 3 clusters Score -230500 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -230621.062500 Penalty: 2459.891113
	Iteration 2F: 3 clusters Score -230621.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -230705.625000 Penalty: 2459.891113
	Iteration 3Q: 3 clusters Score -230705.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -230786.265625 Penalty: 2459.891113
	Iteration 4Q: 3 clusters Score -230786.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -230859.453125 Penalty: 2459.891113
	Iteration 5Q: 3 clusters Score -230859.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -230938.359375 Penalty: 2459.891113
	Iteration 6Q: 3 clusters Score -230938.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -230999.609375 Penalty: 2459.891113
	Iteration 7Q: 3 clusters Score -230999.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -231054.953125 Penalty: 2459.891113
	Iteration 8Q: 3 clusters Score -231055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -231093.562500 Penalty: 2459.891113
	Iteration 9Q: 3 clusters Score -231093.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -231116.000000 Penalty: 2459.891113
	Iteration 10Q: 3 clusters Score -231116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -231128.031250 Penalty: 2459.891113
	Iteration 11Q: 3 clusters Score -231128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -231137.593750 Penalty: 2459.891113
	Iteration 12Q: 3 clusters Score -231137.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -231148.031250 Penalty: 2459.891113
	Iteration 13Q: 3 clusters Score -231148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -231156.406250 Penalty: 2459.891113
	Iteration 14Q: 3 clusters Score -231156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -231161.343750 Penalty: 2459.891113
	Iteration 15Q: 3 clusters Score -231161.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -231162.453125 Penalty: 2459.891113
	Iteration 16Q: 3 clusters Score -231162.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -231163.265625 Penalty: 2459.891113
	Iteration 17Q: 3 clusters Score -231163.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -231164.046875 Penalty: 2459.891113
	Iteration 18Q: 3 clusters Score -231164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -231164.046875 Penalty: 2459.891113
	Iteration 19F: 3 clusters Score -231164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -183378.734375 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -183378.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -181591.250000 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -181591.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -181943.390625 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -181943.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -182024.015625 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -182024 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -182070.062500 Penalty: 2378.093994
	Iteration 3Q: 3 clusters Score -182070.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -182098.812500 Penalty: 2378.093994
	Iteration 4Q: 3 clusters Score -182098.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -182112.078125 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -182112.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -182120.937500 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -182120.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -182127.218750 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -182127.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -182135.140625 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -182135.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -182139.687500 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -182139.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -182142.125000 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -182142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -182144.250000 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -182144.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -182146.828125 Penalty: 2378.093994
	Iteration 12Q: 3 clusters Score -182146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -182150.109375 Penalty: 2378.093994
	Iteration 13Q: 3 clusters Score -182150.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -182152.171875 Penalty: 2378.093994
	Iteration 14Q: 3 clusters Score -182152.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -182155.234375 Penalty: 2378.093994
	Iteration 15Q: 3 clusters Score -182155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -182155.859375 Penalty: 2378.093994
	Iteration 16Q: 3 clusters Score -182155.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -182155.859375 Penalty: 2378.093994
	Iteration 17F: 3 clusters Score -182155.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Entering Unmasked Estep 
Score: -1126937.875000 Penalty: 1483.024780
	Iteration 0F: 2 clusters Score -1126938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1120202.625000 Penalty: 2966.049561
	Iteration 0F: 3 clusters Score -1120203 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1122419.125000 Penalty: 2966.049561
	Iteration 1F: 3 clusters Score -1122419 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1122684.875000 Penalty: 2966.049561
	Iteration 2F: 3 clusters Score -1122685 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1122966.875000 Penalty: 2966.049561
	Iteration 3F: 3 clusters Score -1122967 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1123301.375000 Penalty: 2966.049561
	Iteration 4F: 3 clusters Score -1123301 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1123652.375000 Penalty: 2966.049561
	Iteration 5F: 3 clusters Score -1123652 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1124007.750000 Penalty: 2966.049561
	Iteration 6F: 3 clusters Score -1124008 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1124286.625000 Penalty: 2966.049561
	Iteration 7F: 3 clusters Score -1124287 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1124564.250000 Penalty: 2966.049561
	Iteration 8Q: 3 clusters Score -1124564 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1124837.500000 Penalty: 2966.049561
	Iteration 9Q: 3 clusters Score -1124838 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1125064.375000 Penalty: 2966.049561
	Iteration 10Q: 3 clusters Score -1125064 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1125237.750000 Penalty: 2966.049561
	Iteration 11Q: 3 clusters Score -1125238 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1125395.375000 Penalty: 2966.049561
	Iteration 12Q: 3 clusters Score -1125395 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1125537.750000 Penalty: 2966.049561
	Iteration 13Q: 3 clusters Score -1125538 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1125628.250000 Penalty: 2966.049561
	Iteration 14Q: 3 clusters Score -1125628 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1125685.875000 Penalty: 2966.049561
	Iteration 15Q: 3 clusters Score -1125686 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1125741.125000 Penalty: 2966.049561
	Iteration 16Q: 3 clusters Score -1125741 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1125779.375000 Penalty: 2966.049561
	Iteration 17Q: 3 clusters Score -1125779 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1125816.875000 Penalty: 2966.049561
	Iteration 18Q: 3 clusters Score -1125817 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1125840.625000 Penalty: 2966.049561
	Iteration 19Q: 3 clusters Score -1125841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1125863.250000 Penalty: 2966.049561
	Iteration 20F: 3 clusters Score -1125863 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1125879.500000 Penalty: 2966.049561
	Iteration 21Q: 3 clusters Score -1125880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1125896.000000 Penalty: 2966.049561
	Iteration 22Q: 3 clusters Score -1125896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1125908.125000 Penalty: 2966.049561
	Iteration 23Q: 3 clusters Score -1125908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1125916.500000 Penalty: 2966.049561
	Iteration 24Q: 3 clusters Score -1125916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1125923.875000 Penalty: 2966.049561
	Iteration 25Q: 3 clusters Score -1125924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1125933.000000 Penalty: 2966.049561
	Iteration 26Q: 3 clusters Score -1125933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1125939.750000 Penalty: 2966.049561
	Iteration 27Q: 3 clusters Score -1125940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1125943.375000 Penalty: 2966.049561
	Iteration 28Q: 3 clusters Score -1125943 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1125947.875000 Penalty: 2966.049561
	Iteration 29Q: 3 clusters Score -1125948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1125954.375000 Penalty: 2966.049561
	Iteration 30Q: 3 clusters Score -1125954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1125956.750000 Penalty: 2966.049561
	Iteration 31Q: 3 clusters Score -1125957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1125965.000000 Penalty: 2966.049561
	Iteration 32Q: 3 clusters Score -1125965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1125968.125000 Penalty: 2966.049561
	Iteration 33Q: 3 clusters Score -1125968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1125968.625000 Penalty: 2966.049561
	Iteration 34Q: 3 clusters Score -1125969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1125974.125000 Penalty: 2966.049561
	Iteration 35Q: 3 clusters Score -1125974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1125975.625000 Penalty: 2966.049561
	Iteration 36Q: 3 clusters Score -1125976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1125979.125000 Penalty: 2966.049561
	Iteration 37Q: 3 clusters Score -1125979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1125980.875000 Penalty: 2966.049561
	Iteration 38Q: 3 clusters Score -1125981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1125991.375000 Penalty: 2966.049561
	Iteration 39Q: 3 clusters Score -1125991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1125995.125000 Penalty: 2966.049561
	Iteration 40F: 3 clusters Score -1125995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1125994.250000 Penalty: 2966.049561
	Iteration 41Q: 3 clusters Score -1125994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1125997.375000 Penalty: 2966.049561
	Iteration 42Q: 3 clusters Score -1125997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1125996.250000 Penalty: 2966.049561
	Iteration 43Q: 3 clusters Score -1125996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1125996.625000 Penalty: 2966.049561
	Iteration 44Q: 3 clusters Score -1125997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1125995.625000 Penalty: 2966.049561
	Iteration 45Q: 3 clusters Score -1125996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1125996.000000 Penalty: 2966.049561
	Iteration 46Q: 3 clusters Score -1125996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1125996.000000 Penalty: 2966.049561
	Iteration 47F: 3 clusters Score -1125996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Entering Unmasked Estep 
Score: -2452076.250000 Penalty: 1607.773804
	Iteration 0F: 2 clusters Score -2452076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2438538.000000 Penalty: 3215.547607
	Iteration 0F: 3 clusters Score -2438538 nChanged 8893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2443409.250000 Penalty: 3215.547607
	Iteration 1F: 3 clusters Score -2443409 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2443760.250000 Penalty: 3215.547607
	Iteration 2F: 3 clusters Score -2443760 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2444154.500000 Penalty: 3215.547607
	Iteration 3Q: 3 clusters Score -2444154 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2444589.500000 Penalty: 3215.547607
	Iteration 4Q: 3 clusters Score -2444590 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2445137.000000 Penalty: 3215.547607
	Iteration 5F: 3 clusters Score -2445137 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2445720.750000 Penalty: 3215.547607
	Iteration 6F: 3 clusters Score -2445721 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2446320.000000 Penalty: 3215.547607
	Iteration 7F: 3 clusters Score -2446320 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2446892.500000 Penalty: 3215.547607
	Iteration 8Q: 3 clusters Score -2446892 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -2447408.750000 Penalty: 3215.547607
	Iteration 9Q: 3 clusters Score -2447409 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2447877.500000 Penalty: 3215.547607
	Iteration 10Q: 3 clusters Score -2447878 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2448268.750000 Penalty: 3215.547607
	Iteration 11Q: 3 clusters Score -2448269 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2448551.750000 Penalty: 3215.547607
	Iteration 12Q: 3 clusters Score -2448552 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2448823.000000 Penalty: 3215.547607
	Iteration 13Q: 3 clusters Score -2448823 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -2449061.500000 Penalty: 3215.547607
	Iteration 14Q: 3 clusters Score -2449062 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2449278.500000 Penalty: 3215.547607
	Iteration 15Q: 3 clusters Score -2449278 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -2449465.250000 Penalty: 3215.547607
	Iteration 16Q: 3 clusters Score -2449465 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2449597.250000 Penalty: 3215.547607
	Iteration 17Q: 3 clusters Score -2449597 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2449693.500000 Penalty: 3215.547607
	Iteration 18Q: 3 clusters Score -2449694 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2449765.000000 Penalty: 3215.547607
	Iteration 19Q: 3 clusters Score -2449765 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2449827.750000 Penalty: 3215.547607
	Iteration 20F: 3 clusters Score -2449828 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2449882.500000 Penalty: 3215.547607
	Iteration 21Q: 3 clusters Score -2449882 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2449936.250000 Penalty: 3215.547607
	Iteration 22Q: 3 clusters Score -2449936 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2449985.500000 Penalty: 3215.547607
	Iteration 23Q: 3 clusters Score -2449986 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2450028.250000 Penalty: 3215.547607
	Iteration 24Q: 3 clusters Score -2450028 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2450083.250000 Penalty: 3215.547607
	Iteration 25Q: 3 clusters Score -2450083 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2450140.750000 Penalty: 3215.547607
	Iteration 26Q: 3 clusters Score -2450141 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2450190.000000 Penalty: 3215.547607
	Iteration 27Q: 3 clusters Score -2450190 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2450245.000000 Penalty: 3215.547607
	Iteration 28Q: 3 clusters Score -2450245 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2450292.500000 Penalty: 3215.547607
	Iteration 29Q: 3 clusters Score -2450292 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2450344.500000 Penalty: 3215.547607
	Iteration 30Q: 3 clusters Score -2450344 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2450401.250000 Penalty: 3215.547607
	Iteration 31Q: 3 clusters Score -2450401 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2450465.250000 Penalty: 3215.547607
	Iteration 32Q: 3 clusters Score -2450465 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2450520.500000 Penalty: 3215.547607
	Iteration 33Q: 3 clusters Score -2450520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2450575.500000 Penalty: 3215.547607
	Iteration 34Q: 3 clusters Score -2450576 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2450628.250000 Penalty: 3215.547607
	Iteration 35Q: 3 clusters Score -2450628 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2450661.750000 Penalty: 3215.547607
	Iteration 36Q: 3 clusters Score -2450662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2450704.250000 Penalty: 3215.547607
	Iteration 37Q: 3 clusters Score -2450704 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2450739.750000 Penalty: 3215.547607
	Iteration 38Q: 3 clusters Score -2450740 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2450764.250000 Penalty: 3215.547607
	Iteration 39Q: 3 clusters Score -2450764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2450794.500000 Penalty: 3215.547607
	Iteration 40F: 3 clusters Score -2450794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2450812.750000 Penalty: 3215.547607
	Iteration 41Q: 3 clusters Score -2450813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2450832.250000 Penalty: 3215.547607
	Iteration 42Q: 3 clusters Score -2450832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2450841.500000 Penalty: 3215.547607
	Iteration 43Q: 3 clusters Score -2450842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2450851.000000 Penalty: 3215.547607
	Iteration 44Q: 3 clusters Score -2450851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2450855.250000 Penalty: 3215.547607
	Iteration 45Q: 3 clusters Score -2450855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2450861.000000 Penalty: 3215.547607
	Iteration 46Q: 3 clusters Score -2450861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2450866.500000 Penalty: 3215.547607
	Iteration 47Q: 3 clusters Score -2450866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2450867.000000 Penalty: 3215.547607
	Iteration 48Q: 3 clusters Score -2450867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2450871.500000 Penalty: 3215.547607
	Iteration 49Q: 3 clusters Score -2450872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2450871.000000 Penalty: 3215.547607
	Iteration 50Q: 3 clusters Score -2450871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2450869.250000 Penalty: 3215.547607
	Iteration 51Q: 3 clusters Score -2450869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2450872.250000 Penalty: 3215.547607
	Iteration 52Q: 3 clusters Score -2450872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -2450873.250000 Penalty: 3215.547607
	Iteration 53Q: 3 clusters Score -2450873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2450875.000000 Penalty: 3215.547607
	Iteration 54Q: 3 clusters Score -2450875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2450875.000000 Penalty: 3215.547607
	Iteration 55F: 3 clusters Score -2450875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Entering Unmasked Estep 
Score: -233977.312500 Penalty: 1227.323853
	Iteration 0F: 2 clusters Score -233977.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -231937.390625 Penalty: 2454.647705
	Iteration 0F: 3 clusters Score -231937.4 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -232373.609375 Penalty: 2454.647705
	Iteration 1F: 3 clusters Score -232373.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -232487.687500 Penalty: 2454.647705
	Iteration 2F: 3 clusters Score -232487.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -232568.781250 Penalty: 2454.647705
	Iteration 3Q: 3 clusters Score -232568.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -232618.187500 Penalty: 2454.647705
	Iteration 4Q: 3 clusters Score -232618.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -232659.921875 Penalty: 2454.647705
	Iteration 5Q: 3 clusters Score -232659.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -232690.734375 Penalty: 2454.647705
	Iteration 6Q: 3 clusters Score -232690.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -232726.296875 Penalty: 2454.647705
	Iteration 7Q: 3 clusters Score -232726.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -232769.734375 Penalty: 2454.647705
	Iteration 8Q: 3 clusters Score -232769.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -232801.765625 Penalty: 2454.647705
	Iteration 9Q: 3 clusters Score -232801.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -232828.093750 Penalty: 2454.647705
	Iteration 10Q: 3 clusters Score -232828.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -232857.250000 Penalty: 2454.647705
	Iteration 11Q: 3 clusters Score -232857.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -232880.890625 Penalty: 2454.647705
	Iteration 12Q: 3 clusters Score -232880.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -232907.906250 Penalty: 2454.647705
	Iteration 13Q: 3 clusters Score -232907.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -232940.875000 Penalty: 2454.647705
	Iteration 14Q: 3 clusters Score -232940.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -232981.015625 Penalty: 2454.647705
	Iteration 15Q: 3 clusters Score -232981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -233017.921875 Penalty: 2454.647705
	Iteration 16Q: 3 clusters Score -233017.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -233056.859375 Penalty: 2454.647705
	Iteration 17Q: 3 clusters Score -233056.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -233082.171875 Penalty: 2454.647705
	Iteration 18Q: 3 clusters Score -233082.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -233099.531250 Penalty: 2454.647705
	Iteration 19Q: 3 clusters Score -233099.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -233114.453125 Penalty: 2454.647705
	Iteration 20F: 3 clusters Score -233114.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -233121.015625 Penalty: 2454.647705
	Iteration 21Q: 3 clusters Score -233121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -233126.687500 Penalty: 2454.647705
	Iteration 22Q: 3 clusters Score -233126.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -233132.125000 Penalty: 2454.647705
	Iteration 23Q: 3 clusters Score -233132.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -233139.000000 Penalty: 2454.647705
	Iteration 24Q: 3 clusters Score -233139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -233144.578125 Penalty: 2454.647705
	Iteration 25Q: 3 clusters Score -233144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -233147.812500 Penalty: 2454.647705
	Iteration 26Q: 3 clusters Score -233147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -233148.968750 Penalty: 2454.647705
	Iteration 27Q: 3 clusters Score -233149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -233152.062500 Penalty: 2454.647705
	Iteration 28Q: 3 clusters Score -233152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -233153.031250 Penalty: 2454.647705
	Iteration 29Q: 3 clusters Score -233153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -233152.984375 Penalty: 2454.647705
	Iteration 30Q: 3 clusters Score -233153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -233152.984375 Penalty: 2454.647705
	Iteration 31F: 3 clusters Score -233153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -231297.828125 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -231297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -229261.187500 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -229261.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -229722.796875 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -229722.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -229825.437500 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -229825.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -229884.265625 Penalty: 2456.856689
	Iteration 3Q: 3 clusters Score -229884.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -229924.312500 Penalty: 2456.856689
	Iteration 4Q: 3 clusters Score -229924.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -229945.281250 Penalty: 2456.856689
	Iteration 5Q: 3 clusters Score -229945.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -229957.906250 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -229957.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -229965.062500 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -229965.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -229969.609375 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -229969.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -229972.640625 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -229972.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -229976.890625 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -229976.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -229978.781250 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -229978.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -229979.234375 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -229979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -229979.734375 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -229979.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -229980.718750 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -229980.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -229980.718750 Penalty: 2456.856689
	Iteration 15F: 3 clusters Score -229980.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -145040.562500 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -145040.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -143470.750000 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -143470.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -143747.562500 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -143747.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143816.125000 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -143816.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -143849.625000 Penalty: 2297.709229
	Iteration 3Q: 3 clusters Score -143849.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -143874.609375 Penalty: 2297.709229
	Iteration 4Q: 3 clusters Score -143874.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -143899.859375 Penalty: 2297.709229
	Iteration 5Q: 3 clusters Score -143899.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -143911.796875 Penalty: 2297.709229
	Iteration 6Q: 3 clusters Score -143911.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -143919.796875 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -143919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -143922.625000 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -143922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -143925.578125 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -143925.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -143932.375000 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -143932.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -143935.843750 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -143935.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -143938.484375 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -143938.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -143940.156250 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -143940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -143941.406250 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -143941.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -143941.937500 Penalty: 2297.709229
	Iteration 15Q: 3 clusters Score -143941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -143942.078125 Penalty: 2297.709229
	Iteration 16Q: 3 clusters Score -143942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -143942.734375 Penalty: 2297.709229
	Iteration 17Q: 3 clusters Score -143942.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -143942.734375 Penalty: 2297.709229
	Iteration 18F: 3 clusters Score -143942.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Entering Unmasked Estep 
Score: -3556260.750000 Penalty: 1667.160156
	Iteration 0F: 2 clusters Score -3556261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -3536981.250000 Penalty: 3334.320312
	Iteration 0F: 3 clusters Score -3536981 nChanged 13094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -3544131.250000 Penalty: 3334.320312
	Iteration 1F: 3 clusters Score -3544131 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -3544446.250000 Penalty: 3334.320312
	Iteration 2Q: 3 clusters Score -3544446 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3544737.750000 Penalty: 3334.320312
	Iteration 3Q: 3 clusters Score -3544738 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -3544986.750000 Penalty: 3334.320312
	Iteration 4Q: 3 clusters Score -3544987 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -3545281.750000 Penalty: 3334.320312
	Iteration 5Q: 3 clusters Score -3545282 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -3545583.750000 Penalty: 3334.320312
	Iteration 6Q: 3 clusters Score -3545584 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3545970.500000 Penalty: 3334.320312
	Iteration 7Q: 3 clusters Score -3545970 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -3546472.000000 Penalty: 3334.320312
	Iteration 8Q: 3 clusters Score -3546472 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3547073.250000 Penalty: 3334.320312
	Iteration 9Q: 3 clusters Score -3547073 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -3547888.500000 Penalty: 3334.320312
	Iteration 10F: 3 clusters Score -3547888 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3548982.500000 Penalty: 3334.320312
	Iteration 11F: 3 clusters Score -3548982 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -3550263.250000 Penalty: 3334.320312
	Iteration 12F: 3 clusters Score -3550263 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3551481.500000 Penalty: 3334.320312
	Iteration 13F: 3 clusters Score -3551482 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -3552409.000000 Penalty: 3334.320312
	Iteration 14Q: 3 clusters Score -3552409 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -3553062.000000 Penalty: 3334.320312
	Iteration 15Q: 3 clusters Score -3553062 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -3553452.250000 Penalty: 3334.320312
	Iteration 16Q: 3 clusters Score -3553452 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3553645.750000 Penalty: 3334.320312
	Iteration 17Q: 3 clusters Score -3553646 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -3553735.250000 Penalty: 3334.320312
	Iteration 18Q: 3 clusters Score -3553735 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -3553833.500000 Penalty: 3334.320312
	Iteration 19Q: 3 clusters Score -3553834 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -3553924.000000 Penalty: 3334.320312
	Iteration 20F: 3 clusters Score -3553924 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3553998.750000 Penalty: 3334.320312
	Iteration 21Q: 3 clusters Score -3553999 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3554089.500000 Penalty: 3334.320312
	Iteration 22Q: 3 clusters Score -3554090 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -3554159.500000 Penalty: 3334.320312
	Iteration 23Q: 3 clusters Score -3554160 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -3554224.500000 Penalty: 3334.320312
	Iteration 24Q: 3 clusters Score -3554224 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -3554279.000000 Penalty: 3334.320312
	Iteration 25Q: 3 clusters Score -3554279 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -3554304.500000 Penalty: 3334.320312
	Iteration 26Q: 3 clusters Score -3554304 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -3554331.500000 Penalty: 3334.320312
	Iteration 27Q: 3 clusters Score -3554332 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -3554357.750000 Penalty: 3334.320312
	Iteration 28Q: 3 clusters Score -3554358 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3554397.750000 Penalty: 3334.320312
	Iteration 29Q: 3 clusters Score -3554398 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -3554438.500000 Penalty: 3334.320312
	Iteration 30Q: 3 clusters Score -3554438 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -3554470.000000 Penalty: 3334.320312
	Iteration 31Q: 3 clusters Score -3554470 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -3554493.500000 Penalty: 3334.320312
	Iteration 32Q: 3 clusters Score -3554494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -3554518.500000 Penalty: 3334.320312
	Iteration 33Q: 3 clusters Score -3554518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3554534.250000 Penalty: 3334.320312
	Iteration 34Q: 3 clusters Score -3554534 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3554551.000000 Penalty: 3334.320312
	Iteration 35Q: 3 clusters Score -3554551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3554578.500000 Penalty: 3334.320312
	Iteration 36Q: 3 clusters Score -3554578 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3554583.000000 Penalty: 3334.320312
	Iteration 37Q: 3 clusters Score -3554583 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -3554589.750000 Penalty: 3334.320312
	Iteration 38Q: 3 clusters Score -3554590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3554599.250000 Penalty: 3334.320312
	Iteration 39Q: 3 clusters Score -3554599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3554612.500000 Penalty: 3334.320312
	Iteration 40F: 3 clusters Score -3554612 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -3554626.250000 Penalty: 3334.320312
	Iteration 41Q: 3 clusters Score -3554626 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -3554635.500000 Penalty: 3334.320312
	Iteration 42Q: 3 clusters Score -3554636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3554641.750000 Penalty: 3334.320312
	Iteration 43Q: 3 clusters Score -3554642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3554652.750000 Penalty: 3334.320312
	Iteration 44Q: 3 clusters Score -3554653 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -3554652.250000 Penalty: 3334.320312
	Iteration 45Q: 3 clusters Score -3554652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -3554655.250000 Penalty: 3334.320312
	Iteration 46Q: 3 clusters Score -3554655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3554663.000000 Penalty: 3334.320312
	Iteration 47Q: 3 clusters Score -3554663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3554665.250000 Penalty: 3334.320312
	Iteration 48Q: 3 clusters Score -3554665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3554667.000000 Penalty: 3334.320312
	Iteration 49Q: 3 clusters Score -3554667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3554667.500000 Penalty: 3334.320312
	Iteration 50Q: 3 clusters Score -3554668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3554675.750000 Penalty: 3334.320312
	Iteration 51Q: 3 clusters Score -3554676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -3554673.750000 Penalty: 3334.320312
	Iteration 52Q: 3 clusters Score -3554674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3554678.000000 Penalty: 3334.320312
	Iteration 53Q: 3 clusters Score -3554678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3554684.000000 Penalty: 3334.320312
	Iteration 54Q: 3 clusters Score -3554684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3554687.000000 Penalty: 3334.320312
	Iteration 55Q: 3 clusters Score -3554687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3554687.250000 Penalty: 3334.320312
	Iteration 56Q: 3 clusters Score -3554687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -3554693.000000 Penalty: 3334.320312
	Iteration 57Q: 3 clusters Score -3554693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3554698.000000 Penalty: 3334.320312
	Iteration 58Q: 3 clusters Score -3554698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3554699.250000 Penalty: 3334.320312
	Iteration 59Q: 3 clusters Score -3554699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -3554714.250000 Penalty: 3334.320312
	Iteration 60F: 3 clusters Score -3554714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3554709.250000 Penalty: 3334.320312
	Iteration 61Q: 3 clusters Score -3554709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3554714.000000 Penalty: 3334.320312
	Iteration 62Q: 3 clusters Score -3554714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -3554720.250000 Penalty: 3334.320312
	Iteration 63Q: 3 clusters Score -3554720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3554722.750000 Penalty: 3334.320312
	Iteration 64Q: 3 clusters Score -3554723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3554721.750000 Penalty: 3334.320312
	Iteration 65Q: 3 clusters Score -3554722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -3554735.250000 Penalty: 3334.320312
	Iteration 66Q: 3 clusters Score -3554735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -3554738.500000 Penalty: 3334.320312
	Iteration 67Q: 3 clusters Score -3554738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3554740.750000 Penalty: 3334.320312
	Iteration 68Q: 3 clusters Score -3554741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3554743.000000 Penalty: 3334.320312
	Iteration 69Q: 3 clusters Score -3554743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3554742.000000 Penalty: 3334.320312
	Iteration 70Q: 3 clusters Score -3554742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3554740.250000 Penalty: 3334.320312
	Iteration 71Q: 3 clusters Score -3554740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -3554747.750000 Penalty: 3334.320312
	Iteration 72Q: 3 clusters Score -3554748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3554751.250000 Penalty: 3334.320312
	Iteration 73Q: 3 clusters Score -3554751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3554750.000000 Penalty: 3334.320312
	Iteration 74Q: 3 clusters Score -3554750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3554755.500000 Penalty: 3334.320312
	Iteration 75Q: 3 clusters Score -3554756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -3554760.000000 Penalty: 3334.320312
	Iteration 76Q: 3 clusters Score -3554760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3554758.500000 Penalty: 3334.320312
	Iteration 77Q: 3 clusters Score -3554758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3554759.500000 Penalty: 3334.320312
	Iteration 78Q: 3 clusters Score -3554760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3554758.250000 Penalty: 3334.320312
	Iteration 79Q: 3 clusters Score -3554758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3554769.000000 Penalty: 3334.320312
	Iteration 80F: 3 clusters Score -3554769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3554772.750000 Penalty: 3334.320312
	Iteration 81Q: 3 clusters Score -3554773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3554774.000000 Penalty: 3334.320312
	Iteration 82Q: 3 clusters Score -3554774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3554772.500000 Penalty: 3334.320312
	Iteration 83Q: 3 clusters Score -3554772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3554772.500000 Penalty: 3334.320312
	Iteration 84F: 3 clusters Score -3554772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Entering Unmasked Estep 
Score: -576091.687500 Penalty: 1381.356812
	Iteration 0F: 2 clusters Score -576091.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -572206.812500 Penalty: 2762.713623
	Iteration 0F: 3 clusters Score -572206.8 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -573373.750000 Penalty: 2762.713623
	Iteration 1F: 3 clusters Score -573373.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -573612.875000 Penalty: 2762.713623
	Iteration 2F: 3 clusters Score -573612.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -573827.125000 Penalty: 2762.713623
	Iteration 3F: 3 clusters Score -573827.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -574037.062500 Penalty: 2762.713623
	Iteration 4F: 3 clusters Score -574037.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -574258.562500 Penalty: 2762.713623
	Iteration 5F: 3 clusters Score -574258.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -574472.562500 Penalty: 2762.713623
	Iteration 6F: 3 clusters Score -574472.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -574640.562500 Penalty: 2762.713623
	Iteration 7F: 3 clusters Score -574640.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -574758.750000 Penalty: 2762.713623
	Iteration 8Q: 3 clusters Score -574758.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -574857.062500 Penalty: 2762.713623
	Iteration 9Q: 3 clusters Score -574857.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -574947.687500 Penalty: 2762.713623
	Iteration 10Q: 3 clusters Score -574947.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -575037.750000 Penalty: 2762.713623
	Iteration 11Q: 3 clusters Score -575037.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -575109.875000 Penalty: 2762.713623
	Iteration 12Q: 3 clusters Score -575109.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -575171.437500 Penalty: 2762.713623
	Iteration 13Q: 3 clusters Score -575171.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -575220.500000 Penalty: 2762.713623
	Iteration 14Q: 3 clusters Score -575220.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -575260.312500 Penalty: 2762.713623
	Iteration 15Q: 3 clusters Score -575260.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -575287.187500 Penalty: 2762.713623
	Iteration 16Q: 3 clusters Score -575287.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -575303.812500 Penalty: 2762.713623
	Iteration 17Q: 3 clusters Score -575303.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -575323.625000 Penalty: 2762.713623
	Iteration 18Q: 3 clusters Score -575323.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -575338.937500 Penalty: 2762.713623
	Iteration 19Q: 3 clusters Score -575338.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -575358.625000 Penalty: 2762.713623
	Iteration 20F: 3 clusters Score -575358.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -575385.687500 Penalty: 2762.713623
	Iteration 21Q: 3 clusters Score -575385.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -575409.312500 Penalty: 2762.713623
	Iteration 22Q: 3 clusters Score -575409.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -575427.562500 Penalty: 2762.713623
	Iteration 23Q: 3 clusters Score -575427.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -575444.812500 Penalty: 2762.713623
	Iteration 24Q: 3 clusters Score -575444.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -575458.187500 Penalty: 2762.713623
	Iteration 25Q: 3 clusters Score -575458.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -575468.375000 Penalty: 2762.713623
	Iteration 26Q: 3 clusters Score -575468.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -575474.687500 Penalty: 2762.713623
	Iteration 27Q: 3 clusters Score -575474.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -575480.187500 Penalty: 2762.713623
	Iteration 28Q: 3 clusters Score -575480.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -575482.812500 Penalty: 2762.713623
	Iteration 29Q: 3 clusters Score -575482.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -575486.562500 Penalty: 2762.713623
	Iteration 30Q: 3 clusters Score -575486.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -575490.750000 Penalty: 2762.713623
	Iteration 31Q: 3 clusters Score -575490.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -575496.562500 Penalty: 2762.713623
	Iteration 32Q: 3 clusters Score -575496.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -575501.812500 Penalty: 2762.713623
	Iteration 33Q: 3 clusters Score -575501.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -575508.562500 Penalty: 2762.713623
	Iteration 34Q: 3 clusters Score -575508.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -575517.375000 Penalty: 2762.713623
	Iteration 35Q: 3 clusters Score -575517.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -575526.062500 Penalty: 2762.713623
	Iteration 36Q: 3 clusters Score -575526.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -575537.250000 Penalty: 2762.713623
	Iteration 37Q: 3 clusters Score -575537.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -575548.750000 Penalty: 2762.713623
	Iteration 38Q: 3 clusters Score -575548.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -575552.375000 Penalty: 2762.713623
	Iteration 39Q: 3 clusters Score -575552.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -575555.562500 Penalty: 2762.713623
	Iteration 40F: 3 clusters Score -575555.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -575559.187500 Penalty: 2762.713623
	Iteration 41Q: 3 clusters Score -575559.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -575560.875000 Penalty: 2762.713623
	Iteration 42Q: 3 clusters Score -575560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -575560.625000 Penalty: 2762.713623
	Iteration 43Q: 3 clusters Score -575560.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -575562.875000 Penalty: 2762.713623
	Iteration 44Q: 3 clusters Score -575562.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -575562.875000 Penalty: 2762.713623
	Iteration 45Q: 3 clusters Score -575562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -575563.375000 Penalty: 2762.713623
	Iteration 46Q: 3 clusters Score -575563.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -575564.375000 Penalty: 2762.713623
	Iteration 47Q: 3 clusters Score -575564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -575564.062500 Penalty: 2762.713623
	Iteration 48Q: 3 clusters Score -575564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -575564.687500 Penalty: 2762.713623
	Iteration 49Q: 3 clusters Score -575564.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -575565.687500 Penalty: 2762.713623
	Iteration 50Q: 3 clusters Score -575565.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -575566.312500 Penalty: 2762.713623
	Iteration 51Q: 3 clusters Score -575566.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -575567.062500 Penalty: 2762.713623
	Iteration 52Q: 3 clusters Score -575567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -575569.312500 Penalty: 2762.713623
	Iteration 53Q: 3 clusters Score -575569.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -575569.437500 Penalty: 2762.713623
	Iteration 54Q: 3 clusters Score -575569.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -575570.000000 Penalty: 2762.713623
	Iteration 55Q: 3 clusters Score -575570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -575570.687500 Penalty: 2762.713623
	Iteration 56Q: 3 clusters Score -575570.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -575570.687500 Penalty: 2762.713623
	Iteration 57F: 3 clusters Score -575570.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Entering Unmasked Estep 
Score: -775987.312500 Penalty: 1419.705566
	Iteration 0F: 2 clusters Score -775987.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -771282.187500 Penalty: 2839.411133
	Iteration 0F: 3 clusters Score -771282.2 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -772608.125000 Penalty: 2839.411133
	Iteration 1F: 3 clusters Score -772608.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -772791.125000 Penalty: 2839.411133
	Iteration 2F: 3 clusters Score -772791.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -772907.000000 Penalty: 2839.411133
	Iteration 3Q: 3 clusters Score -772907 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -772986.625000 Penalty: 2839.411133
	Iteration 4Q: 3 clusters Score -772986.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -773045.187500 Penalty: 2839.411133
	Iteration 5Q: 3 clusters Score -773045.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -773106.750000 Penalty: 2839.411133
	Iteration 6Q: 3 clusters Score -773106.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -773160.625000 Penalty: 2839.411133
	Iteration 7Q: 3 clusters Score -773160.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -773203.937500 Penalty: 2839.411133
	Iteration 8Q: 3 clusters Score -773203.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -773253.687500 Penalty: 2839.411133
	Iteration 9Q: 3 clusters Score -773253.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -773304.750000 Penalty: 2839.411133
	Iteration 10Q: 3 clusters Score -773304.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -773369.437500 Penalty: 2839.411133
	Iteration 11Q: 3 clusters Score -773369.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -773446.375000 Penalty: 2839.411133
	Iteration 12Q: 3 clusters Score -773446.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -773531.937500 Penalty: 2839.411133
	Iteration 13Q: 3 clusters Score -773531.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -773632.937500 Penalty: 2839.411133
	Iteration 14Q: 3 clusters Score -773632.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -773767.562500 Penalty: 2839.411133
	Iteration 15Q: 3 clusters Score -773767.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -773912.125000 Penalty: 2839.411133
	Iteration 16Q: 3 clusters Score -773912.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -774076.625000 Penalty: 2839.411133
	Iteration 17Q: 3 clusters Score -774076.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -774230.062500 Penalty: 2839.411133
	Iteration 18Q: 3 clusters Score -774230.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -774345.312500 Penalty: 2839.411133
	Iteration 19Q: 3 clusters Score -774345.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -774428.875000 Penalty: 2839.411133
	Iteration 20F: 3 clusters Score -774428.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -774498.875000 Penalty: 2839.411133
	Iteration 21Q: 3 clusters Score -774498.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -774551.812500 Penalty: 2839.411133
	Iteration 22Q: 3 clusters Score -774551.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -774587.062500 Penalty: 2839.411133
	Iteration 23Q: 3 clusters Score -774587.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -774616.937500 Penalty: 2839.411133
	Iteration 24Q: 3 clusters Score -774616.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -774642.500000 Penalty: 2839.411133
	Iteration 25Q: 3 clusters Score -774642.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -774662.187500 Penalty: 2839.411133
	Iteration 26Q: 3 clusters Score -774662.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -774674.250000 Penalty: 2839.411133
	Iteration 27Q: 3 clusters Score -774674.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -774689.562500 Penalty: 2839.411133
	Iteration 28Q: 3 clusters Score -774689.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -774699.437500 Penalty: 2839.411133
	Iteration 29Q: 3 clusters Score -774699.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -774709.250000 Penalty: 2839.411133
	Iteration 30Q: 3 clusters Score -774709.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -774718.875000 Penalty: 2839.411133
	Iteration 31Q: 3 clusters Score -774718.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -774724.500000 Penalty: 2839.411133
	Iteration 32Q: 3 clusters Score -774724.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -774733.625000 Penalty: 2839.411133
	Iteration 33Q: 3 clusters Score -774733.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -774743.937500 Penalty: 2839.411133
	Iteration 34Q: 3 clusters Score -774743.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -774749.562500 Penalty: 2839.411133
	Iteration 35Q: 3 clusters Score -774749.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -774752.375000 Penalty: 2839.411133
	Iteration 36Q: 3 clusters Score -774752.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -774755.500000 Penalty: 2839.411133
	Iteration 37Q: 3 clusters Score -774755.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -774757.750000 Penalty: 2839.411133
	Iteration 38Q: 3 clusters Score -774757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -774757.312500 Penalty: 2839.411133
	Iteration 39Q: 3 clusters Score -774757.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -774757.312500 Penalty: 2839.411133
	Iteration 40F: 3 clusters Score -774757.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -244483.921875 Penalty: 1248.028564
	Iteration 0F: 2 clusters Score -244483.9 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 1114 members 
Entering Unmasked Estep 
Score: -242329.078125 Penalty: 2496.057129
	Iteration 0F: 3 clusters Score -242329.1 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -242950.484375 Penalty: 2496.057129
	Iteration 1F: 3 clusters Score -242950.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -243138.437500 Penalty: 2496.057129
	Iteration 2F: 3 clusters Score -243138.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -243290.984375 Penalty: 2496.057129
	Iteration 3F: 3 clusters Score -243291 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -243396.187500 Penalty: 2496.057129
	Iteration 4F: 3 clusters Score -243396.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -243470.265625 Penalty: 2496.057129
	Iteration 5Q: 3 clusters Score -243470.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -243531.890625 Penalty: 2496.057129
	Iteration 6Q: 3 clusters Score -243531.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -243583.218750 Penalty: 2496.057129
	Iteration 7Q: 3 clusters Score -243583.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -243619.921875 Penalty: 2496.057129
	Iteration 8Q: 3 clusters Score -243619.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -243654.953125 Penalty: 2496.057129
	Iteration 9Q: 3 clusters Score -243655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -243682.843750 Penalty: 2496.057129
	Iteration 10Q: 3 clusters Score -243682.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -243704.765625 Penalty: 2496.057129
	Iteration 11Q: 3 clusters Score -243704.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -243723.265625 Penalty: 2496.057129
	Iteration 12Q: 3 clusters Score -243723.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -243741.093750 Penalty: 2496.057129
	Iteration 13Q: 3 clusters Score -243741.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -243761.078125 Penalty: 2496.057129
	Iteration 14Q: 3 clusters Score -243761.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -243776.656250 Penalty: 2496.057129
	Iteration 15Q: 3 clusters Score -243776.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -243803.859375 Penalty: 2496.057129
	Iteration 16Q: 3 clusters Score -243803.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -243823.953125 Penalty: 2496.057129
	Iteration 17Q: 3 clusters Score -243824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -243843.859375 Penalty: 2496.057129
	Iteration 18Q: 3 clusters Score -243843.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -243856.859375 Penalty: 2496.057129
	Iteration 19Q: 3 clusters Score -243856.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -243872.000000 Penalty: 2496.057129
	Iteration 20F: 3 clusters Score -243872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -243886.421875 Penalty: 2496.057129
	Iteration 21Q: 3 clusters Score -243886.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -243899.125000 Penalty: 2496.057129
	Iteration 22Q: 3 clusters Score -243899.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -243904.796875 Penalty: 2496.057129
	Iteration 23Q: 3 clusters Score -243904.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -243912.281250 Penalty: 2496.057129
	Iteration 24Q: 3 clusters Score -243912.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -243915.937500 Penalty: 2496.057129
	Iteration 25Q: 3 clusters Score -243915.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -243930.718750 Penalty: 2496.057129
	Iteration 26Q: 3 clusters Score -243930.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -243942.781250 Penalty: 2496.057129
	Iteration 27Q: 3 clusters Score -243942.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -243954.718750 Penalty: 2496.057129
	Iteration 28Q: 3 clusters Score -243954.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -243969.828125 Penalty: 2496.057129
	Iteration 29Q: 3 clusters Score -243969.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -243983.859375 Penalty: 2496.057129
	Iteration 30Q: 3 clusters Score -243983.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -243999.515625 Penalty: 2496.057129
	Iteration 31Q: 3 clusters Score -243999.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -244011.203125 Penalty: 2496.057129
	Iteration 32Q: 3 clusters Score -244011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -244017.093750 Penalty: 2496.057129
	Iteration 33Q: 3 clusters Score -244017.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -244026.968750 Penalty: 2496.057129
	Iteration 34Q: 3 clusters Score -244027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -244030.765625 Penalty: 2496.057129
	Iteration 35Q: 3 clusters Score -244030.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -244033.828125 Penalty: 2496.057129
	Iteration 36Q: 3 clusters Score -244033.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -244039.250000 Penalty: 2496.057129
	Iteration 37Q: 3 clusters Score -244039.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -244045.546875 Penalty: 2496.057129
	Iteration 38Q: 3 clusters Score -244045.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -244050.125000 Penalty: 2496.057129
	Iteration 39Q: 3 clusters Score -244050.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -244054.671875 Penalty: 2496.057129
	Iteration 40F: 3 clusters Score -244054.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -244056.203125 Penalty: 2496.057129
	Iteration 41Q: 3 clusters Score -244056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -244056.796875 Penalty: 2496.057129
	Iteration 42Q: 3 clusters Score -244056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -244056.796875 Penalty: 2496.057129
	Iteration 43F: 3 clusters Score -244056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (73748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Entering Unmasked Estep 
Score: -9117696.000000 Penalty: 1821.366455
	Iteration 0F: 2 clusters Score -9117696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -9068595.000000 Penalty: 3642.732910
	Iteration 0F: 3 clusters Score -9068595 nChanged 35200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 36852 members 
Entering Unmasked Estep 
Score: -9088574.000000 Penalty: 3642.732910
	Iteration 1F: 3 clusters Score -9088574 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -9089162.000000 Penalty: 3642.732910
	Iteration 2Q: 3 clusters Score -9089162 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -9089896.000000 Penalty: 3642.732910
	Iteration 3Q: 3 clusters Score -9089896 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
Score: -9090575.000000 Penalty: 3642.732910
	Iteration 4Q: 3 clusters Score -9090575 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -9091359.000000 Penalty: 3642.732910
	Iteration 5Q: 3 clusters Score -9091359 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -9092258.000000 Penalty: 3642.732910
	Iteration 6Q: 3 clusters Score -9092258 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 36992 members 
Entering Unmasked Estep 
Score: -9093173.000000 Penalty: 3642.732910
	Iteration 7Q: 3 clusters Score -9093173 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -9094225.000000 Penalty: 3642.732910
	Iteration 8Q: 3 clusters Score -9094225 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -9095356.000000 Penalty: 3642.732910
	Iteration 9Q: 3 clusters Score -9095356 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -9096346.000000 Penalty: 3642.732910
	Iteration 10Q: 3 clusters Score -9096346 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -9097337.000000 Penalty: 3642.732910
	Iteration 11Q: 3 clusters Score -9097337 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -9098277.000000 Penalty: 3642.732910
	Iteration 12Q: 3 clusters Score -9098277 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -9099225.000000 Penalty: 3642.732910
	Iteration 13Q: 3 clusters Score -9099225 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -9100248.000000 Penalty: 3642.732910
	Iteration 14Q: 3 clusters Score -9100248 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -9101228.000000 Penalty: 3642.732910
	Iteration 15Q: 3 clusters Score -9101228 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -9102174.000000 Penalty: 3642.732910
	Iteration 16Q: 3 clusters Score -9102174 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -9102868.000000 Penalty: 3642.732910
	Iteration 17Q: 3 clusters Score -9102868 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -9103369.000000 Penalty: 3642.732910
	Iteration 18Q: 3 clusters Score -9103369 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -9103676.000000 Penalty: 3642.732910
	Iteration 19Q: 3 clusters Score -9103676 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -9103877.000000 Penalty: 3642.732910
	Iteration 20F: 3 clusters Score -9103877 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -9104006.000000 Penalty: 3642.732910
	Iteration 21Q: 3 clusters Score -9104006 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -9104150.000000 Penalty: 3642.732910
	Iteration 22Q: 3 clusters Score -9104150 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48774 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -9104295.000000 Penalty: 3642.732910
	Iteration 23Q: 3 clusters Score -9104295 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49628 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -9104420.000000 Penalty: 3642.732910
	Iteration 24Q: 3 clusters Score -9104420 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -9104645.000000 Penalty: 3642.732910
	Iteration 25Q: 3 clusters Score -9104645 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -9104853.000000 Penalty: 3642.732910
	Iteration 26Q: 3 clusters Score -9104853 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -9105116.000000 Penalty: 3642.732910
	Iteration 27Q: 3 clusters Score -9105116 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53702 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -9105383.000000 Penalty: 3642.732910
	Iteration 28Q: 3 clusters Score -9105383 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -9105779.000000 Penalty: 3642.732910
	Iteration 29Q: 3 clusters Score -9105779 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -9106242.000000 Penalty: 3642.732910
	Iteration 30Q: 3 clusters Score -9106242 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -9106769.000000 Penalty: 3642.732910
	Iteration 31Q: 3 clusters Score -9106769 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59201 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -9107509.000000 Penalty: 3642.732910
	Iteration 32Q: 3 clusters Score -9107509 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -9108251.000000 Penalty: 3642.732910
	Iteration 33Q: 3 clusters Score -9108251 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62389 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -9108982.000000 Penalty: 3642.732910
	Iteration 34Q: 3 clusters Score -9108982 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63930 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -9109760.000000 Penalty: 3642.732910
	Iteration 35Q: 3 clusters Score -9109760 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65447 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -9110672.000000 Penalty: 3642.732910
	Iteration 36Q: 3 clusters Score -9110672 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66905 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -9111512.000000 Penalty: 3642.732910
	Iteration 37Q: 3 clusters Score -9111512 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -9112320.000000 Penalty: 3642.732910
	Iteration 38Q: 3 clusters Score -9112320 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69495 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -9113119.000000 Penalty: 3642.732910
	Iteration 39Q: 3 clusters Score -9113119 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -9113897.000000 Penalty: 3642.732910
	Iteration 40F: 3 clusters Score -9113897 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71467 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -9114620.000000 Penalty: 3642.732910
	Iteration 41Q: 3 clusters Score -9114620 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72206 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -9115103.000000 Penalty: 3642.732910
	Iteration 42Q: 3 clusters Score -9115103 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72720 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9115459.000000 Penalty: 3642.732910
	Iteration 43Q: 3 clusters Score -9115459 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73043 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9115697.000000 Penalty: 3642.732910
	Iteration 44Q: 3 clusters Score -9115697 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73219 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9115838.000000 Penalty: 3642.732910
	Iteration 45Q: 3 clusters Score -9115838 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9115927.000000 Penalty: 3642.732910
	Iteration 46Q: 3 clusters Score -9115927 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9115970.000000 Penalty: 3642.732910
	Iteration 47Q: 3 clusters Score -9115970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73430 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9116000.000000 Penalty: 3642.732910
	Iteration 48Q: 3 clusters Score -9116000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9116020.000000 Penalty: 3642.732910
	Iteration 49Q: 3 clusters Score -9116020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73480 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9116040.000000 Penalty: 3642.732910
	Iteration 50Q: 3 clusters Score -9116040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73495 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9116054.000000 Penalty: 3642.732910
	Iteration 51Q: 3 clusters Score -9116054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73504 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9116054.000000 Penalty: 3642.732910
	Iteration 52Q: 3 clusters Score -9116054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73511 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9116065.000000 Penalty: 3642.732910
	Iteration 53Q: 3 clusters Score -9116065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73514 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9116060.000000 Penalty: 3642.732910
	Iteration 54Q: 3 clusters Score -9116060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73519 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9116075.000000 Penalty: 3642.732910
	Iteration 55Q: 3 clusters Score -9116075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73526 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9116087.000000 Penalty: 3642.732910
	Iteration 56Q: 3 clusters Score -9116087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73532 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -9116084.000000 Penalty: 3642.732910
	Iteration 57Q: 3 clusters Score -9116084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73535 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9116088.000000 Penalty: 3642.732910
	Iteration 58Q: 3 clusters Score -9116088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73537 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9116088.000000 Penalty: 3642.732910
	Iteration 59Q: 3 clusters Score -9116088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73538 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9116086.000000 Penalty: 3642.732910
	Iteration 60F: 3 clusters Score -9116086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73539 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9116095.000000 Penalty: 3642.732910
	Iteration 61Q: 3 clusters Score -9116095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9116098.000000 Penalty: 3642.732910
	Iteration 62Q: 3 clusters Score -9116098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9116093.000000 Penalty: 3642.732910
	Iteration 63Q: 3 clusters Score -9116093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9116097.000000 Penalty: 3642.732910
	Iteration 64Q: 3 clusters Score -9116097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73544 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9116098.000000 Penalty: 3642.732910
	Iteration 65Q: 3 clusters Score -9116098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73544 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9116105.000000 Penalty: 3642.732910
	Iteration 66Q: 3 clusters Score -9116105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73544 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -9116105.000000 Penalty: 3642.732910
	Iteration 67F: 3 clusters Score -9116105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -120871.820312 Penalty: 1128.570801
	Iteration 0F: 2 clusters Score -120871.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -119396.109375 Penalty: 2257.141602
	Iteration 0F: 3 clusters Score -119396.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -119662.625000 Penalty: 2257.141602
	Iteration 1F: 3 clusters Score -119662.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -119752.242188 Penalty: 2257.141602
	Iteration 2F: 3 clusters Score -119752.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119815.242188 Penalty: 2257.141602
	Iteration 3Q: 3 clusters Score -119815.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119869.726562 Penalty: 2257.141602
	Iteration 4Q: 3 clusters Score -119869.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -119905.476562 Penalty: 2257.141602
	Iteration 5Q: 3 clusters Score -119905.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -119925.804688 Penalty: 2257.141602
	Iteration 6Q: 3 clusters Score -119925.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -119929.851562 Penalty: 2257.141602
	Iteration 7Q: 3 clusters Score -119929.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119935.148438 Penalty: 2257.141602
	Iteration 8Q: 3 clusters Score -119935.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -119943.492188 Penalty: 2257.141602
	Iteration 9Q: 3 clusters Score -119943.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -119947.421875 Penalty: 2257.141602
	Iteration 10Q: 3 clusters Score -119947.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -119950.382812 Penalty: 2257.141602
	Iteration 11Q: 3 clusters Score -119950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -119951.757812 Penalty: 2257.141602
	Iteration 12Q: 3 clusters Score -119951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -119954.046875 Penalty: 2257.141602
	Iteration 13Q: 3 clusters Score -119954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119955.109375 Penalty: 2257.141602
	Iteration 14Q: 3 clusters Score -119955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119957.835938 Penalty: 2257.141602
	Iteration 15Q: 3 clusters Score -119957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119960.859375 Penalty: 2257.141602
	Iteration 16Q: 3 clusters Score -119960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -119964.242188 Penalty: 2257.141602
	Iteration 17Q: 3 clusters Score -119964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119964.765625 Penalty: 2257.141602
	Iteration 18Q: 3 clusters Score -119964.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119964.765625 Penalty: 2257.141602
	Iteration 19F: 3 clusters Score -119964.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Entering Unmasked Estep 
Score: -214008.203125 Penalty: 1215.935791
	Iteration 0F: 2 clusters Score -214008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -212042.250000 Penalty: 2431.871582
	Iteration 0F: 3 clusters Score -212042.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212459.921875 Penalty: 2431.871582
	Iteration 1F: 3 clusters Score -212459.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -212582.625000 Penalty: 2431.871582
	Iteration 2F: 3 clusters Score -212582.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -212654.187500 Penalty: 2431.871582
	Iteration 3Q: 3 clusters Score -212654.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -212703.328125 Penalty: 2431.871582
	Iteration 4Q: 3 clusters Score -212703.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -212739.859375 Penalty: 2431.871582
	Iteration 5Q: 3 clusters Score -212739.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -212766.140625 Penalty: 2431.871582
	Iteration 6Q: 3 clusters Score -212766.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -212788.406250 Penalty: 2431.871582
	Iteration 7Q: 3 clusters Score -212788.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -212809.515625 Penalty: 2431.871582
	Iteration 8Q: 3 clusters Score -212809.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -212825.578125 Penalty: 2431.871582
	Iteration 9Q: 3 clusters Score -212825.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -212836.953125 Penalty: 2431.871582
	Iteration 10Q: 3 clusters Score -212837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -212851.859375 Penalty: 2431.871582
	Iteration 11Q: 3 clusters Score -212851.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -212872.062500 Penalty: 2431.871582
	Iteration 12Q: 3 clusters Score -212872.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -212898.375000 Penalty: 2431.871582
	Iteration 13Q: 3 clusters Score -212898.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -212916.421875 Penalty: 2431.871582
	Iteration 14Q: 3 clusters Score -212916.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -212929.687500 Penalty: 2431.871582
	Iteration 15Q: 3 clusters Score -212929.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -212946.625000 Penalty: 2431.871582
	Iteration 16Q: 3 clusters Score -212946.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -212964.203125 Penalty: 2431.871582
	Iteration 17Q: 3 clusters Score -212964.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -212992.656250 Penalty: 2431.871582
	Iteration 18Q: 3 clusters Score -212992.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -213016.859375 Penalty: 2431.871582
	Iteration 19Q: 3 clusters Score -213016.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -213030.359375 Penalty: 2431.871582
	Iteration 20F: 3 clusters Score -213030.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -213043.593750 Penalty: 2431.871582
	Iteration 21Q: 3 clusters Score -213043.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -213049.156250 Penalty: 2431.871582
	Iteration 22Q: 3 clusters Score -213049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -213052.703125 Penalty: 2431.871582
	Iteration 23Q: 3 clusters Score -213052.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -213056.093750 Penalty: 2431.871582
	Iteration 24Q: 3 clusters Score -213056.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -213060.640625 Penalty: 2431.871582
	Iteration 25Q: 3 clusters Score -213060.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -213062.750000 Penalty: 2431.871582
	Iteration 26Q: 3 clusters Score -213062.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -213064.078125 Penalty: 2431.871582
	Iteration 27Q: 3 clusters Score -213064.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -213064.078125 Penalty: 2431.871582
	Iteration 28F: 3 clusters Score -213064.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -180334.453125 Penalty: 1194.875732
	Iteration 0F: 2 clusters Score -180334.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -178563.984375 Penalty: 2389.751465
	Iteration 0F: 3 clusters Score -178564 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -178951.109375 Penalty: 2389.751465
	Iteration 1F: 3 clusters Score -178951.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -179049.109375 Penalty: 2389.751465
	Iteration 2F: 3 clusters Score -179049.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -179105.750000 Penalty: 2389.751465
	Iteration 3Q: 3 clusters Score -179105.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -179133.953125 Penalty: 2389.751465
	Iteration 4Q: 3 clusters Score -179134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179157.906250 Penalty: 2389.751465
	Iteration 5Q: 3 clusters Score -179157.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -179175.343750 Penalty: 2389.751465
	Iteration 6Q: 3 clusters Score -179175.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -179188.015625 Penalty: 2389.751465
	Iteration 7Q: 3 clusters Score -179188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -179197.718750 Penalty: 2389.751465
	Iteration 8Q: 3 clusters Score -179197.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -179204.765625 Penalty: 2389.751465
	Iteration 9Q: 3 clusters Score -179204.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -179218.546875 Penalty: 2389.751465
	Iteration 10Q: 3 clusters Score -179218.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -179235.312500 Penalty: 2389.751465
	Iteration 11Q: 3 clusters Score -179235.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -179246.968750 Penalty: 2389.751465
	Iteration 12Q: 3 clusters Score -179247 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -179260.515625 Penalty: 2389.751465
	Iteration 13Q: 3 clusters Score -179260.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -179276.296875 Penalty: 2389.751465
	Iteration 14Q: 3 clusters Score -179276.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -179291.390625 Penalty: 2389.751465
	Iteration 15Q: 3 clusters Score -179291.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -179302.453125 Penalty: 2389.751465
	Iteration 16Q: 3 clusters Score -179302.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -179316.234375 Penalty: 2389.751465
	Iteration 17Q: 3 clusters Score -179316.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -179329.687500 Penalty: 2389.751465
	Iteration 18Q: 3 clusters Score -179329.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -179342.187500 Penalty: 2389.751465
	Iteration 19Q: 3 clusters Score -179342.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -179351.937500 Penalty: 2389.751465
	Iteration 20F: 3 clusters Score -179351.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -179355.375000 Penalty: 2389.751465
	Iteration 21Q: 3 clusters Score -179355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -179357.328125 Penalty: 2389.751465
	Iteration 22Q: 3 clusters Score -179357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -179359.500000 Penalty: 2389.751465
	Iteration 23Q: 3 clusters Score -179359.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -179365.015625 Penalty: 2389.751465
	Iteration 24Q: 3 clusters Score -179365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -179366.531250 Penalty: 2389.751465
	Iteration 25Q: 3 clusters Score -179366.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -179367.328125 Penalty: 2389.751465
	Iteration 26Q: 3 clusters Score -179367.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -179368.218750 Penalty: 2389.751465
	Iteration 27Q: 3 clusters Score -179368.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -179369.546875 Penalty: 2389.751465
	Iteration 28Q: 3 clusters Score -179369.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -179369.546875 Penalty: 2389.751465
	Iteration 29F: 3 clusters Score -179369.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Entering Unmasked Estep 
Score: -235941.437500 Penalty: 1226.554688
	Iteration 0F: 2 clusters Score -235941.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -233935.187500 Penalty: 2453.109375
	Iteration 0F: 3 clusters Score -233935.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -234316.500000 Penalty: 2453.109375
	Iteration 1F: 3 clusters Score -234316.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -234426.218750 Penalty: 2453.109375
	Iteration 2F: 3 clusters Score -234426.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -234511.328125 Penalty: 2453.109375
	Iteration 3F: 3 clusters Score -234511.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -234560.687500 Penalty: 2453.109375
	Iteration 4Q: 3 clusters Score -234560.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -234590.156250 Penalty: 2453.109375
	Iteration 5Q: 3 clusters Score -234590.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -234613.250000 Penalty: 2453.109375
	Iteration 6Q: 3 clusters Score -234613.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -234631.500000 Penalty: 2453.109375
	Iteration 7Q: 3 clusters Score -234631.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -234645.015625 Penalty: 2453.109375
	Iteration 8Q: 3 clusters Score -234645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -234655.125000 Penalty: 2453.109375
	Iteration 9Q: 3 clusters Score -234655.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -234660.359375 Penalty: 2453.109375
	Iteration 10Q: 3 clusters Score -234660.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -234664.328125 Penalty: 2453.109375
	Iteration 11Q: 3 clusters Score -234664.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -234666.421875 Penalty: 2453.109375
	Iteration 12Q: 3 clusters Score -234666.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -234668.250000 Penalty: 2453.109375
	Iteration 13Q: 3 clusters Score -234668.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -234669.453125 Penalty: 2453.109375
	Iteration 14Q: 3 clusters Score -234669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -234670.156250 Penalty: 2453.109375
	Iteration 15Q: 3 clusters Score -234670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -234670.328125 Penalty: 2453.109375
	Iteration 16Q: 3 clusters Score -234670.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -234670.453125 Penalty: 2453.109375
	Iteration 17Q: 3 clusters Score -234670.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -234670.453125 Penalty: 2453.109375
	Iteration 18F: 3 clusters Score -234670.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -240402.406250 Penalty: 1232.937866
	Iteration 0F: 2 clusters Score -240402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -238310.343750 Penalty: 2465.875732
	Iteration 0F: 3 clusters Score -238310.3 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -238734.953125 Penalty: 2465.875732
	Iteration 1F: 3 clusters Score -238735 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -238850.875000 Penalty: 2465.875732
	Iteration 2F: 3 clusters Score -238850.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -238919.359375 Penalty: 2465.875732
	Iteration 3F: 3 clusters Score -238919.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -238955.109375 Penalty: 2465.875732
	Iteration 4Q: 3 clusters Score -238955.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -238979.078125 Penalty: 2465.875732
	Iteration 5Q: 3 clusters Score -238979.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -239007.187500 Penalty: 2465.875732
	Iteration 6Q: 3 clusters Score -239007.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -239040.890625 Penalty: 2465.875732
	Iteration 7Q: 3 clusters Score -239040.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -239088.312500 Penalty: 2465.875732
	Iteration 8Q: 3 clusters Score -239088.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -239148.328125 Penalty: 2465.875732
	Iteration 9Q: 3 clusters Score -239148.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -239216.421875 Penalty: 2465.875732
	Iteration 10Q: 3 clusters Score -239216.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -239261.765625 Penalty: 2465.875732
	Iteration 11Q: 3 clusters Score -239261.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -239297.812500 Penalty: 2465.875732
	Iteration 12Q: 3 clusters Score -239297.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -239326.125000 Penalty: 2465.875732
	Iteration 13Q: 3 clusters Score -239326.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -239351.203125 Penalty: 2465.875732
	Iteration 14Q: 3 clusters Score -239351.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -239377.609375 Penalty: 2465.875732
	Iteration 15Q: 3 clusters Score -239377.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -239403.531250 Penalty: 2465.875732
	Iteration 16Q: 3 clusters Score -239403.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -239434.250000 Penalty: 2465.875732
	Iteration 17Q: 3 clusters Score -239434.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -239462.031250 Penalty: 2465.875732
	Iteration 18Q: 3 clusters Score -239462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -239482.984375 Penalty: 2465.875732
	Iteration 19Q: 3 clusters Score -239483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -239504.593750 Penalty: 2465.875732
	Iteration 20F: 3 clusters Score -239504.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -239518.734375 Penalty: 2465.875732
	Iteration 21Q: 3 clusters Score -239518.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -239528.500000 Penalty: 2465.875732
	Iteration 22Q: 3 clusters Score -239528.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -239536.843750 Penalty: 2465.875732
	Iteration 23Q: 3 clusters Score -239536.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -239542.468750 Penalty: 2465.875732
	Iteration 24Q: 3 clusters Score -239542.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -239546.203125 Penalty: 2465.875732
	Iteration 25Q: 3 clusters Score -239546.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -239549.218750 Penalty: 2465.875732
	Iteration 26Q: 3 clusters Score -239549.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -239554.609375 Penalty: 2465.875732
	Iteration 27Q: 3 clusters Score -239554.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -239562.609375 Penalty: 2465.875732
	Iteration 28Q: 3 clusters Score -239562.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -239568.875000 Penalty: 2465.875732
	Iteration 29Q: 3 clusters Score -239568.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -239575.312500 Penalty: 2465.875732
	Iteration 30Q: 3 clusters Score -239575.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -239578.609375 Penalty: 2465.875732
	Iteration 31Q: 3 clusters Score -239578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -239580.406250 Penalty: 2465.875732
	Iteration 32Q: 3 clusters Score -239580.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -239582.281250 Penalty: 2465.875732
	Iteration 33Q: 3 clusters Score -239582.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -239582.953125 Penalty: 2465.875732
	Iteration 34Q: 3 clusters Score -239583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -239583.703125 Penalty: 2465.875732
	Iteration 35Q: 3 clusters Score -239583.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -239584.656250 Penalty: 2465.875732
	Iteration 36Q: 3 clusters Score -239584.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -239585.906250 Penalty: 2465.875732
	Iteration 37Q: 3 clusters Score -239585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -239586.921875 Penalty: 2465.875732
	Iteration 38Q: 3 clusters Score -239586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -239588.000000 Penalty: 2465.875732
	Iteration 39Q: 3 clusters Score -239588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -239589.734375 Penalty: 2465.875732
	Iteration 40F: 3 clusters Score -239589.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -239590.687500 Penalty: 2465.875732
	Iteration 41Q: 3 clusters Score -239590.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -239591.109375 Penalty: 2465.875732
	Iteration 42Q: 3 clusters Score -239591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -239591.109375 Penalty: 2465.875732
	Iteration 43F: 3 clusters Score -239591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -162367.140625 Penalty: 1165.519043
	Iteration 0F: 2 clusters Score -162367.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -160736.937500 Penalty: 2331.038086
	Iteration 0F: 3 clusters Score -160736.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -161000.031250 Penalty: 2331.038086
	Iteration 1F: 3 clusters Score -161000 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -161090.875000 Penalty: 2331.038086
	Iteration 2F: 3 clusters Score -161090.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -161134.640625 Penalty: 2331.038086
	Iteration 3Q: 3 clusters Score -161134.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -161158.250000 Penalty: 2331.038086
	Iteration 4Q: 3 clusters Score -161158.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -161173.203125 Penalty: 2331.038086
	Iteration 5Q: 3 clusters Score -161173.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -161182.015625 Penalty: 2331.038086
	Iteration 6Q: 3 clusters Score -161182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -161187.578125 Penalty: 2331.038086
	Iteration 7Q: 3 clusters Score -161187.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -161194.156250 Penalty: 2331.038086
	Iteration 8Q: 3 clusters Score -161194.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -161197.968750 Penalty: 2331.038086
	Iteration 9Q: 3 clusters Score -161198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -161200.875000 Penalty: 2331.038086
	Iteration 10Q: 3 clusters Score -161200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -161202.453125 Penalty: 2331.038086
	Iteration 11Q: 3 clusters Score -161202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -161203.390625 Penalty: 2331.038086
	Iteration 12Q: 3 clusters Score -161203.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -161204.296875 Penalty: 2331.038086
	Iteration 13Q: 3 clusters Score -161204.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -161204.718750 Penalty: 2331.038086
	Iteration 14Q: 3 clusters Score -161204.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -161204.718750 Penalty: 2331.038086
	Iteration 15F: 3 clusters Score -161204.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Entering Unmasked Estep 
Score: -458994.812500 Penalty: 1337.295532
	Iteration 0F: 2 clusters Score -458994.8 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 1856 members 
Entering Unmasked Estep 
Score: -455737.812500 Penalty: 2674.591064
	Iteration 0F: 3 clusters Score -455737.8 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -456568.843750 Penalty: 2674.591064
	Iteration 1F: 3 clusters Score -456568.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -456791.437500 Penalty: 2674.591064
	Iteration 2F: 3 clusters Score -456791.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -456974.125000 Penalty: 2674.591064
	Iteration 3F: 3 clusters Score -456974.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -457161.812500 Penalty: 2674.591064
	Iteration 4F: 3 clusters Score -457161.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -457307.750000 Penalty: 2674.591064
	Iteration 5F: 3 clusters Score -457307.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -457405.500000 Penalty: 2674.591064
	Iteration 6Q: 3 clusters Score -457405.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -457474.812500 Penalty: 2674.591064
	Iteration 7Q: 3 clusters Score -457474.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -457529.656250 Penalty: 2674.591064
	Iteration 8Q: 3 clusters Score -457529.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -457578.812500 Penalty: 2674.591064
	Iteration 9Q: 3 clusters Score -457578.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -457614.875000 Penalty: 2674.591064
	Iteration 10Q: 3 clusters Score -457614.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -457649.625000 Penalty: 2674.591064
	Iteration 11Q: 3 clusters Score -457649.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -457680.031250 Penalty: 2674.591064
	Iteration 12Q: 3 clusters Score -457680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -457706.312500 Penalty: 2674.591064
	Iteration 13Q: 3 clusters Score -457706.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -457732.218750 Penalty: 2674.591064
	Iteration 14Q: 3 clusters Score -457732.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -457758.000000 Penalty: 2674.591064
	Iteration 15Q: 3 clusters Score -457758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -457783.687500 Penalty: 2674.591064
	Iteration 16Q: 3 clusters Score -457783.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -457809.812500 Penalty: 2674.591064
	Iteration 17Q: 3 clusters Score -457809.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -457838.656250 Penalty: 2674.591064
	Iteration 18Q: 3 clusters Score -457838.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -457862.968750 Penalty: 2674.591064
	Iteration 19Q: 3 clusters Score -457863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -457883.343750 Penalty: 2674.591064
	Iteration 20F: 3 clusters Score -457883.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -457909.687500 Penalty: 2674.591064
	Iteration 21Q: 3 clusters Score -457909.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -457929.812500 Penalty: 2674.591064
	Iteration 22Q: 3 clusters Score -457929.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -457944.562500 Penalty: 2674.591064
	Iteration 23Q: 3 clusters Score -457944.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -457965.218750 Penalty: 2674.591064
	Iteration 24Q: 3 clusters Score -457965.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -457979.656250 Penalty: 2674.591064
	Iteration 25Q: 3 clusters Score -457979.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -457995.812500 Penalty: 2674.591064
	Iteration 26Q: 3 clusters Score -457995.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -458007.281250 Penalty: 2674.591064
	Iteration 27Q: 3 clusters Score -458007.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -458024.500000 Penalty: 2674.591064
	Iteration 28Q: 3 clusters Score -458024.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -458041.937500 Penalty: 2674.591064
	Iteration 29Q: 3 clusters Score -458041.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -458053.750000 Penalty: 2674.591064
	Iteration 30Q: 3 clusters Score -458053.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -458066.468750 Penalty: 2674.591064
	Iteration 31Q: 3 clusters Score -458066.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -458081.031250 Penalty: 2674.591064
	Iteration 32Q: 3 clusters Score -458081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -458096.250000 Penalty: 2674.591064
	Iteration 33Q: 3 clusters Score -458096.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -458117.468750 Penalty: 2674.591064
	Iteration 34Q: 3 clusters Score -458117.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -458144.937500 Penalty: 2674.591064
	Iteration 35Q: 3 clusters Score -458144.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -458173.000000 Penalty: 2674.591064
	Iteration 36Q: 3 clusters Score -458173 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -458199.750000 Penalty: 2674.591064
	Iteration 37Q: 3 clusters Score -458199.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -458226.281250 Penalty: 2674.591064
	Iteration 38Q: 3 clusters Score -458226.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -458259.906250 Penalty: 2674.591064
	Iteration 39Q: 3 clusters Score -458259.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -458320.312500 Penalty: 2674.591064
	Iteration 40F: 3 clusters Score -458320.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -458423.437500 Penalty: 2674.591064
	Iteration 41Q: 3 clusters Score -458423.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -458537.468750 Penalty: 2674.591064
	Iteration 42Q: 3 clusters Score -458537.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -458619.875000 Penalty: 2674.591064
	Iteration 43Q: 3 clusters Score -458619.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -458706.687500 Penalty: 2674.591064
	Iteration 44Q: 3 clusters Score -458706.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -458795.093750 Penalty: 2674.591064
	Iteration 45Q: 3 clusters Score -458795.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -458873.062500 Penalty: 2674.591064
	Iteration 46Q: 3 clusters Score -458873.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -458937.062500 Penalty: 2674.591064
	Iteration 47Q: 3 clusters Score -458937.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -458975.812500 Penalty: 2674.591064
	Iteration 48Q: 3 clusters Score -458975.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -458999.687500 Penalty: 2674.591064
	Iteration 49Q: 3 clusters Score -458999.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -459008.281250 Penalty: 2674.591064
	Iteration 50Q: 3 clusters Score -459008.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -459015.000000 Penalty: 2674.591064
	Iteration 51Q: 3 clusters Score -459015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -459017.531250 Penalty: 2674.591064
	Iteration 52Q: 3 clusters Score -459017.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -459018.500000 Penalty: 2674.591064
	Iteration 53Q: 3 clusters Score -459018.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -459018.531250 Penalty: 2674.591064
	Iteration 54Q: 3 clusters Score -459018.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -459019.343750 Penalty: 2674.591064
	Iteration 55F: 3 clusters Score -459019.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -459020.125000 Penalty: 2674.591064
	Iteration 56Q: 3 clusters Score -459020.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -459020.500000 Penalty: 2674.591064
	Iteration 57Q: 3 clusters Score -459020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -459020.500000 Penalty: 2674.591064
	Iteration 58F: 3 clusters Score -459020.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4185 members 
Mstep: Class 3 contains 56463 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8299 members 
Mstep: Class 6 contains 27118 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31307 members 
Mstep: Class 9 contains 19034 members 
Mstep: Class 10 contains 4133 members 
Mstep: Class 11 contains 17397 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 13536 members 
Mstep: Class 14 contains 9934 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9194 members 
Mstep: Class 18 contains 19811 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28551 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73748 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 1777 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 2550 members 
Mstep: Class 34 contains 14216 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2160 members 
Mstep: Class 37 contains 3043 members 
Mstep: Class 38 contains 1200 members 
Entering Unmasked Estep 
Score: -48249944.000000 Penalty: 79683.648438
Splitting cluster 33 changes total score from -48250660.000000 to -48249944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (14216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Entering Unmasked Estep 
Score: -1754716.250000 Penalty: 1553.845093
	Iteration 0F: 2 clusters Score -1754716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1744940.500000 Penalty: 3107.690186
	Iteration 0F: 3 clusters Score -1744940 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1748301.875000 Penalty: 3107.690186
	Iteration 1F: 3 clusters Score -1748302 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1748577.250000 Penalty: 3107.690186
	Iteration 2F: 3 clusters Score -1748577 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1748784.375000 Penalty: 3107.690186
	Iteration 3Q: 3 clusters Score -1748784 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1748905.500000 Penalty: 3107.690186
	Iteration 4Q: 3 clusters Score -1748906 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1748997.500000 Penalty: 3107.690186
	Iteration 5Q: 3 clusters Score -1748998 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1749087.625000 Penalty: 3107.690186
	Iteration 6Q: 3 clusters Score -1749088 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1749186.500000 Penalty: 3107.690186
	Iteration 7Q: 3 clusters Score -1749186 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1749286.500000 Penalty: 3107.690186
	Iteration 8Q: 3 clusters Score -1749286 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1749402.250000 Penalty: 3107.690186
	Iteration 9Q: 3 clusters Score -1749402 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1749502.250000 Penalty: 3107.690186
	Iteration 10Q: 3 clusters Score -1749502 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1749596.250000 Penalty: 3107.690186
	Iteration 11Q: 3 clusters Score -1749596 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1749702.000000 Penalty: 3107.690186
	Iteration 12Q: 3 clusters Score -1749702 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1749805.375000 Penalty: 3107.690186
	Iteration 13Q: 3 clusters Score -1749805 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1749914.000000 Penalty: 3107.690186
	Iteration 14Q: 3 clusters Score -1749914 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1750021.000000 Penalty: 3107.690186
	Iteration 15Q: 3 clusters Score -1750021 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1750140.500000 Penalty: 3107.690186
	Iteration 16Q: 3 clusters Score -1750140 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1750304.625000 Penalty: 3107.690186
	Iteration 17Q: 3 clusters Score -1750305 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1750510.250000 Penalty: 3107.690186
	Iteration 18Q: 3 clusters Score -1750510 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1750765.250000 Penalty: 3107.690186
	Iteration 19Q: 3 clusters Score -1750765 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1751060.125000 Penalty: 3107.690186
	Iteration 20F: 3 clusters Score -1751060 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1751392.000000 Penalty: 3107.690186
	Iteration 21Q: 3 clusters Score -1751392 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1751750.875000 Penalty: 3107.690186
	Iteration 22Q: 3 clusters Score -1751751 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1752085.250000 Penalty: 3107.690186
	Iteration 23Q: 3 clusters Score -1752085 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1752382.875000 Penalty: 3107.690186
	Iteration 24Q: 3 clusters Score -1752383 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -1752632.750000 Penalty: 3107.690186
	Iteration 25Q: 3 clusters Score -1752633 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1752848.000000 Penalty: 3107.690186
	Iteration 26Q: 3 clusters Score -1752848 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1753015.125000 Penalty: 3107.690186
	Iteration 27Q: 3 clusters Score -1753015 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1753127.750000 Penalty: 3107.690186
	Iteration 28Q: 3 clusters Score -1753128 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1753201.875000 Penalty: 3107.690186
	Iteration 29Q: 3 clusters Score -1753202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1753258.125000 Penalty: 3107.690186
	Iteration 30Q: 3 clusters Score -1753258 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1753308.625000 Penalty: 3107.690186
	Iteration 31Q: 3 clusters Score -1753309 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1753344.000000 Penalty: 3107.690186
	Iteration 32Q: 3 clusters Score -1753344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1753364.000000 Penalty: 3107.690186
	Iteration 33Q: 3 clusters Score -1753364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1753376.750000 Penalty: 3107.690186
	Iteration 34Q: 3 clusters Score -1753377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1753385.125000 Penalty: 3107.690186
	Iteration 35Q: 3 clusters Score -1753385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1753391.500000 Penalty: 3107.690186
	Iteration 36Q: 3 clusters Score -1753392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1753394.250000 Penalty: 3107.690186
	Iteration 37Q: 3 clusters Score -1753394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1753396.875000 Penalty: 3107.690186
	Iteration 38Q: 3 clusters Score -1753397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1753397.250000 Penalty: 3107.690186
	Iteration 39Q: 3 clusters Score -1753397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1753396.500000 Penalty: 3107.690186
	Iteration 40F: 3 clusters Score -1753396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1753397.875000 Penalty: 3107.690186
	Iteration 41Q: 3 clusters Score -1753398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1753397.875000 Penalty: 3107.690186
	Iteration 42F: 3 clusters Score -1753398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -177619.296875 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -177619.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -175858.250000 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -175858.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -176169.046875 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -176169 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -176261.437500 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -176261.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -176319.453125 Penalty: 2370.893311
	Iteration 3Q: 3 clusters Score -176319.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -176364.000000 Penalty: 2370.893311
	Iteration 4Q: 3 clusters Score -176364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -176407.562500 Penalty: 2370.893311
	Iteration 5Q: 3 clusters Score -176407.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -176438.625000 Penalty: 2370.893311
	Iteration 6Q: 3 clusters Score -176438.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -176449.687500 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -176449.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -176460.484375 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -176460.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -176473.796875 Penalty: 2370.893311
	Iteration 9Q: 3 clusters Score -176473.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -176489.421875 Penalty: 2370.893311
	Iteration 10Q: 3 clusters Score -176489.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -176505.859375 Penalty: 2370.893311
	Iteration 11Q: 3 clusters Score -176505.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -176514.296875 Penalty: 2370.893311
	Iteration 12Q: 3 clusters Score -176514.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -176521.593750 Penalty: 2370.893311
	Iteration 13Q: 3 clusters Score -176521.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -176528.718750 Penalty: 2370.893311
	Iteration 14Q: 3 clusters Score -176528.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -176538.156250 Penalty: 2370.893311
	Iteration 15Q: 3 clusters Score -176538.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -176549.828125 Penalty: 2370.893311
	Iteration 16Q: 3 clusters Score -176549.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -176559.250000 Penalty: 2370.893311
	Iteration 17Q: 3 clusters Score -176559.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -176567.015625 Penalty: 2370.893311
	Iteration 18Q: 3 clusters Score -176567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -176577.593750 Penalty: 2370.893311
	Iteration 19Q: 3 clusters Score -176577.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -176588.343750 Penalty: 2370.893311
	Iteration 20F: 3 clusters Score -176588.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -176602.515625 Penalty: 2370.893311
	Iteration 21Q: 3 clusters Score -176602.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -176617.062500 Penalty: 2370.893311
	Iteration 22Q: 3 clusters Score -176617.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -176625.750000 Penalty: 2370.893311
	Iteration 23Q: 3 clusters Score -176625.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -176637.515625 Penalty: 2370.893311
	Iteration 24Q: 3 clusters Score -176637.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -176648.500000 Penalty: 2370.893311
	Iteration 25Q: 3 clusters Score -176648.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -176665.078125 Penalty: 2370.893311
	Iteration 26Q: 3 clusters Score -176665.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -176678.781250 Penalty: 2370.893311
	Iteration 27Q: 3 clusters Score -176678.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -176686.718750 Penalty: 2370.893311
	Iteration 28Q: 3 clusters Score -176686.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -176692.390625 Penalty: 2370.893311
	Iteration 29Q: 3 clusters Score -176692.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -176700.703125 Penalty: 2370.893311
	Iteration 30Q: 3 clusters Score -176700.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -176704.859375 Penalty: 2370.893311
	Iteration 31Q: 3 clusters Score -176704.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -176711.515625 Penalty: 2370.893311
	Iteration 32Q: 3 clusters Score -176711.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -176715.937500 Penalty: 2370.893311
	Iteration 33Q: 3 clusters Score -176715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -176722.859375 Penalty: 2370.893311
	Iteration 34Q: 3 clusters Score -176722.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -176725.406250 Penalty: 2370.893311
	Iteration 35Q: 3 clusters Score -176725.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -176727.406250 Penalty: 2370.893311
	Iteration 36Q: 3 clusters Score -176727.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -176727.968750 Penalty: 2370.893311
	Iteration 37Q: 3 clusters Score -176728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -176727.968750 Penalty: 2370.893311
	Iteration 38F: 3 clusters Score -176728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -264315.031250 Penalty: 1247.652832
	Iteration 0F: 2 clusters Score -264315 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 1122 members 
Entering Unmasked Estep 
Score: -262111.906250 Penalty: 2495.305664
	Iteration 0F: 3 clusters Score -262111.9 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -262547.812500 Penalty: 2495.305664
	Iteration 1F: 3 clusters Score -262547.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -262676.562500 Penalty: 2495.305664
	Iteration 2F: 3 clusters Score -262676.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -262750.187500 Penalty: 2495.305664
	Iteration 3Q: 3 clusters Score -262750.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -262789.562500 Penalty: 2495.305664
	Iteration 4Q: 3 clusters Score -262789.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -262828.375000 Penalty: 2495.305664
	Iteration 5Q: 3 clusters Score -262828.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -262866.531250 Penalty: 2495.305664
	Iteration 6Q: 3 clusters Score -262866.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -262903.093750 Penalty: 2495.305664
	Iteration 7Q: 3 clusters Score -262903.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -262937.312500 Penalty: 2495.305664
	Iteration 8Q: 3 clusters Score -262937.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -262973.093750 Penalty: 2495.305664
	Iteration 9Q: 3 clusters Score -262973.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -263009.875000 Penalty: 2495.305664
	Iteration 10Q: 3 clusters Score -263009.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -263034.312500 Penalty: 2495.305664
	Iteration 11Q: 3 clusters Score -263034.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -263064.812500 Penalty: 2495.305664
	Iteration 12Q: 3 clusters Score -263064.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -263085.437500 Penalty: 2495.305664
	Iteration 13Q: 3 clusters Score -263085.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -263098.218750 Penalty: 2495.305664
	Iteration 14Q: 3 clusters Score -263098.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -263108.187500 Penalty: 2495.305664
	Iteration 15Q: 3 clusters Score -263108.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -263115.187500 Penalty: 2495.305664
	Iteration 16Q: 3 clusters Score -263115.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -263123.156250 Penalty: 2495.305664
	Iteration 17Q: 3 clusters Score -263123.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -263128.937500 Penalty: 2495.305664
	Iteration 18Q: 3 clusters Score -263128.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -263134.625000 Penalty: 2495.305664
	Iteration 19Q: 3 clusters Score -263134.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -263140.687500 Penalty: 2495.305664
	Iteration 20F: 3 clusters Score -263140.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -263146.531250 Penalty: 2495.305664
	Iteration 21Q: 3 clusters Score -263146.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -263152.437500 Penalty: 2495.305664
	Iteration 22Q: 3 clusters Score -263152.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -263156.093750 Penalty: 2495.305664
	Iteration 23Q: 3 clusters Score -263156.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -263159.406250 Penalty: 2495.305664
	Iteration 24Q: 3 clusters Score -263159.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -263162.562500 Penalty: 2495.305664
	Iteration 25Q: 3 clusters Score -263162.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -263165.968750 Penalty: 2495.305664
	Iteration 26Q: 3 clusters Score -263166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -263169.437500 Penalty: 2495.305664
	Iteration 27Q: 3 clusters Score -263169.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -263176.187500 Penalty: 2495.305664
	Iteration 28Q: 3 clusters Score -263176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -263181.781250 Penalty: 2495.305664
	Iteration 29Q: 3 clusters Score -263181.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -263190.750000 Penalty: 2495.305664
	Iteration 30Q: 3 clusters Score -263190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -263196.156250 Penalty: 2495.305664
	Iteration 31Q: 3 clusters Score -263196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -263202.468750 Penalty: 2495.305664
	Iteration 32Q: 3 clusters Score -263202.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -263206.500000 Penalty: 2495.305664
	Iteration 33Q: 3 clusters Score -263206.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -263211.531250 Penalty: 2495.305664
	Iteration 34Q: 3 clusters Score -263211.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -263216.531250 Penalty: 2495.305664
	Iteration 35Q: 3 clusters Score -263216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -263218.718750 Penalty: 2495.305664
	Iteration 36Q: 3 clusters Score -263218.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -263222.250000 Penalty: 2495.305664
	Iteration 37Q: 3 clusters Score -263222.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -263226.093750 Penalty: 2495.305664
	Iteration 38Q: 3 clusters Score -263226.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -263230.250000 Penalty: 2495.305664
	Iteration 39Q: 3 clusters Score -263230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -263230.468750 Penalty: 2495.305664
	Iteration 40F: 3 clusters Score -263230.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Entering Unmasked Estep 
Score: -372262.406250 Penalty: 1303.347412
	Iteration 0F: 2 clusters Score -372262.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -369543.781250 Penalty: 2606.694824
	Iteration 0F: 3 clusters Score -369543.8 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -370173.937500 Penalty: 2606.694824
	Iteration 1F: 3 clusters Score -370173.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -370303.343750 Penalty: 2606.694824
	Iteration 2F: 3 clusters Score -370303.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -370391.843750 Penalty: 2606.694824
	Iteration 3Q: 3 clusters Score -370391.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -370451.562500 Penalty: 2606.694824
	Iteration 4Q: 3 clusters Score -370451.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -370518.781250 Penalty: 2606.694824
	Iteration 5Q: 3 clusters Score -370518.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -370575.187500 Penalty: 2606.694824
	Iteration 6Q: 3 clusters Score -370575.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -370647.218750 Penalty: 2606.694824
	Iteration 7Q: 3 clusters Score -370647.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -370737.218750 Penalty: 2606.694824
	Iteration 8Q: 3 clusters Score -370737.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -370812.968750 Penalty: 2606.694824
	Iteration 9Q: 3 clusters Score -370813 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -370889.718750 Penalty: 2606.694824
	Iteration 10Q: 3 clusters Score -370889.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -370955.500000 Penalty: 2606.694824
	Iteration 11Q: 3 clusters Score -370955.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -371010.562500 Penalty: 2606.694824
	Iteration 12Q: 3 clusters Score -371010.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -371058.343750 Penalty: 2606.694824
	Iteration 13Q: 3 clusters Score -371058.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -371101.125000 Penalty: 2606.694824
	Iteration 14Q: 3 clusters Score -371101.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -371140.937500 Penalty: 2606.694824
	Iteration 15Q: 3 clusters Score -371140.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -371170.250000 Penalty: 2606.694824
	Iteration 16Q: 3 clusters Score -371170.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -371196.000000 Penalty: 2606.694824
	Iteration 17Q: 3 clusters Score -371196 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -371215.625000 Penalty: 2606.694824
	Iteration 18Q: 3 clusters Score -371215.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -371226.718750 Penalty: 2606.694824
	Iteration 19Q: 3 clusters Score -371226.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -371239.031250 Penalty: 2606.694824
	Iteration 20F: 3 clusters Score -371239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -371248.062500 Penalty: 2606.694824
	Iteration 21Q: 3 clusters Score -371248.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -371253.500000 Penalty: 2606.694824
	Iteration 22Q: 3 clusters Score -371253.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -371257.156250 Penalty: 2606.694824
	Iteration 23Q: 3 clusters Score -371257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -371261.000000 Penalty: 2606.694824
	Iteration 24Q: 3 clusters Score -371261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -371261.281250 Penalty: 2606.694824
	Iteration 25Q: 3 clusters Score -371261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -371263.343750 Penalty: 2606.694824
	Iteration 26Q: 3 clusters Score -371263.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -371264.656250 Penalty: 2606.694824
	Iteration 27Q: 3 clusters Score -371264.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -371268.187500 Penalty: 2606.694824
	Iteration 28Q: 3 clusters Score -371268.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -371270.562500 Penalty: 2606.694824
	Iteration 29Q: 3 clusters Score -371270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -371272.125000 Penalty: 2606.694824
	Iteration 30Q: 3 clusters Score -371272.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -371273.593750 Penalty: 2606.694824
	Iteration 31Q: 3 clusters Score -371273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -371273.875000 Penalty: 2606.694824
	Iteration 32Q: 3 clusters Score -371273.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -371274.062500 Penalty: 2606.694824
	Iteration 33Q: 3 clusters Score -371274.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -371274.062500 Penalty: 2606.694824
	Iteration 34F: 3 clusters Score -371274.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4185 members 
Mstep: Class 3 contains 56463 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8299 members 
Mstep: Class 6 contains 27118 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31307 members 
Mstep: Class 9 contains 19034 members 
Mstep: Class 10 contains 4133 members 
Mstep: Class 11 contains 17397 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 13536 members 
Mstep: Class 14 contains 9934 members 
Mstep: Class 15 contains 1937 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9194 members 
Mstep: Class 18 contains 19811 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28551 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73748 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 1777 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14216 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2160 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250732.000000 Penalty: 77586.710938
Iteration 159Q: 38 clusters Score -4.825073e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 56494 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27076 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31311 members 
Mstep: Class 9 contains 19036 members 
Mstep: Class 10 contains 4191 members 
Mstep: Class 11 contains 17398 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 13487 members 
Mstep: Class 14 contains 9935 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 1505 members 
Mstep: Class 17 contains 9194 members 
Mstep: Class 18 contains 19805 members 
Mstep: Class 19 contains 1906 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28539 members 
Mstep: Class 23 contains 4942 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 73736 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 1779 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14218 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2160 members 
Mstep: Class 37 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250840.000000 Penalty: 77586.710938
Iteration 160F: 38 clusters Score -4.825084e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 56521 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 27044 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31311 members 
Mstep: Class 9 contains 19039 members 
Mstep: Class 10 contains 4227 members 
Mstep: Class 11 contains 17391 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 13450 members 
Mstep: Class 14 contains 9935 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 9194 members 
Mstep: Class 18 contains 19789 members 
Mstep: Class 19 contains 1907 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28536 members 
Mstep: Class 23 contains 4965 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73732 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 1780 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14218 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250940.000000 Penalty: 77586.710938
Iteration 161Q: 38 clusters Score -4.825094e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4181 members 
Mstep: Class 3 contains 56537 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 6 contains 27029 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31313 members 
Mstep: Class 9 contains 19033 members 
Mstep: Class 10 contains 4253 members 
Mstep: Class 11 contains 17387 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 13420 members 
Mstep: Class 14 contains 9936 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9194 members 
Mstep: Class 18 contains 19779 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 28534 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73730 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 1782 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1896 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14221 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2164 members 
Mstep: Class 37 contains 3040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250896.000000 Penalty: 77586.710938
Iteration 162Q: 38 clusters Score -4.82509e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 56555 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 27009 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 19034 members 
Mstep: Class 10 contains 4268 members 
Mstep: Class 11 contains 17382 members 
Mstep: Class 12 contains 2197 members 
Mstep: Class 13 contains 13412 members 
Mstep: Class 14 contains 9935 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9193 members 
Mstep: Class 18 contains 19775 members 
Mstep: Class 19 contains 1908 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28530 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 6226 members 
Mstep: Class 25 contains 2165 members 
Mstep: Class 26 contains 73727 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 1560 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14223 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250884.000000 Penalty: 77586.710938
Iteration 163Q: 38 clusters Score -4.825088e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4170 members 
Mstep: Class 3 contains 56584 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26989 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31319 members 
Mstep: Class 9 contains 19034 members 
Mstep: Class 10 contains 4276 members 
Mstep: Class 11 contains 17379 members 
Mstep: Class 12 contains 2196 members 
Mstep: Class 13 contains 13405 members 
Mstep: Class 14 contains 9938 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9194 members 
Mstep: Class 18 contains 19772 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28530 members 
Mstep: Class 23 contains 4996 members 
Mstep: Class 24 contains 6226 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73719 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 1562 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14223 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2166 members 
Mstep: Class 37 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250964.000000 Penalty: 77586.710938
Iteration 164Q: 38 clusters Score -4.825096e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4167 members 
Mstep: Class 3 contains 56617 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26966 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31324 members 
Mstep: Class 9 contains 19029 members 
Mstep: Class 10 contains 4284 members 
Mstep: Class 11 contains 17374 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 13403 members 
Mstep: Class 14 contains 9938 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9194 members 
Mstep: Class 18 contains 19767 members 
Mstep: Class 19 contains 1912 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28529 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 6225 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73714 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 1562 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14223 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2166 members 
Mstep: Class 37 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250940.000000 Penalty: 77586.710938
Iteration 165Q: 38 clusters Score -4.825094e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4168 members 
Mstep: Class 3 contains 56633 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26955 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31320 members 
Mstep: Class 9 contains 19028 members 
Mstep: Class 10 contains 4292 members 
Mstep: Class 11 contains 17370 members 
Mstep: Class 12 contains 2195 members 
Mstep: Class 13 contains 13400 members 
Mstep: Class 14 contains 9939 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9193 members 
Mstep: Class 18 contains 19765 members 
Mstep: Class 19 contains 1913 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28530 members 
Mstep: Class 23 contains 5004 members 
Mstep: Class 24 contains 6223 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73709 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 1562 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14223 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2166 members 
Mstep: Class 37 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250876.000000 Penalty: 77586.710938
Iteration 166Q: 38 clusters Score -4.825088e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56646 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 26945 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19028 members 
Mstep: Class 10 contains 4301 members 
Mstep: Class 11 contains 17367 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13392 members 
Mstep: Class 14 contains 9939 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9192 members 
Mstep: Class 18 contains 19765 members 
Mstep: Class 19 contains 1914 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28526 members 
Mstep: Class 23 contains 5012 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73707 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1562 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14226 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2166 members 
Mstep: Class 37 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250924.000000 Penalty: 77586.710938
Iteration 167Q: 38 clusters Score -4.825092e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56663 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 26942 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31312 members 
Mstep: Class 9 contains 19027 members 
Mstep: Class 10 contains 4313 members 
Mstep: Class 11 contains 17362 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13379 members 
Mstep: Class 14 contains 9939 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9192 members 
Mstep: Class 18 contains 19762 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28523 members 
Mstep: Class 23 contains 5016 members 
Mstep: Class 24 contains 6220 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 73705 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1562 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14225 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250920.000000 Penalty: 77586.710938
Iteration 168Q: 38 clusters Score -4.825092e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56677 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26936 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31312 members 
Mstep: Class 9 contains 19023 members 
Mstep: Class 10 contains 4318 members 
Mstep: Class 11 contains 17360 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13372 members 
Mstep: Class 14 contains 9940 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9192 members 
Mstep: Class 18 contains 19761 members 
Mstep: Class 19 contains 1918 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28520 members 
Mstep: Class 23 contains 5018 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 73701 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1562 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14227 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250920.000000 Penalty: 77586.710938
Iteration 169Q: 38 clusters Score -4.825092e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56696 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 26934 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31313 members 
Mstep: Class 9 contains 19019 members 
Mstep: Class 10 contains 4319 members 
Mstep: Class 11 contains 17358 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13364 members 
Mstep: Class 14 contains 9942 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9192 members 
Mstep: Class 18 contains 19761 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28513 members 
Mstep: Class 23 contains 5019 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 73694 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14230 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250948.000000 Penalty: 77586.710938
Iteration 170Q: 38 clusters Score -4.825095e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56708 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 26935 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31313 members 
Mstep: Class 9 contains 19014 members 
Mstep: Class 10 contains 4318 members 
Mstep: Class 11 contains 17357 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13357 members 
Mstep: Class 14 contains 9945 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9192 members 
Mstep: Class 18 contains 19760 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28511 members 
Mstep: Class 23 contains 5020 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 73689 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14233 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250896.000000 Penalty: 77586.710938
Iteration 171Q: 38 clusters Score -4.82509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56714 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 6 contains 26932 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31314 members 
Mstep: Class 9 contains 19013 members 
Mstep: Class 10 contains 4318 members 
Mstep: Class 11 contains 17358 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13354 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9191 members 
Mstep: Class 18 contains 19760 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28509 members 
Mstep: Class 23 contains 5020 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 73688 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14235 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250912.000000 Penalty: 77586.710938
Iteration 172Q: 38 clusters Score -4.825091e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56717 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26929 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31316 members 
Mstep: Class 9 contains 19013 members 
Mstep: Class 10 contains 4318 members 
Mstep: Class 11 contains 17357 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13351 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9191 members 
Mstep: Class 18 contains 19759 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28511 members 
Mstep: Class 23 contains 5020 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 73689 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14236 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250888.000000 Penalty: 77586.710938
Iteration 173Q: 38 clusters Score -4.825089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56720 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26927 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 19014 members 
Mstep: Class 10 contains 4318 members 
Mstep: Class 11 contains 17357 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13348 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9191 members 
Mstep: Class 18 contains 19758 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28510 members 
Mstep: Class 23 contains 5020 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2164 members 
Mstep: Class 26 contains 73689 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14238 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250860.000000 Penalty: 77586.710938
Iteration 174Q: 38 clusters Score -4.825086e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56726 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26926 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31319 members 
Mstep: Class 9 contains 19013 members 
Mstep: Class 10 contains 4319 members 
Mstep: Class 11 contains 17357 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13343 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9191 members 
Mstep: Class 18 contains 19757 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28508 members 
Mstep: Class 23 contains 5020 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73689 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3750 members 
Mstep: Class 34 contains 14240 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250864.000000 Penalty: 77586.710938
Iteration 175Q: 38 clusters Score -4.825086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56734 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26922 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31320 members 
Mstep: Class 9 contains 19013 members 
Mstep: Class 10 contains 4320 members 
Mstep: Class 11 contains 17356 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13339 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9191 members 
Mstep: Class 18 contains 19757 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28505 members 
Mstep: Class 23 contains 5021 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73688 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3751 members 
Mstep: Class 34 contains 14241 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250884.000000 Penalty: 77586.710938
Iteration 176Q: 38 clusters Score -4.825088e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56741 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26920 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31319 members 
Mstep: Class 9 contains 19012 members 
Mstep: Class 10 contains 4321 members 
Mstep: Class 11 contains 17355 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13337 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 19757 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28504 members 
Mstep: Class 23 contains 5023 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73686 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 14241 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250876.000000 Penalty: 77586.710938
Iteration 177Q: 38 clusters Score -4.825088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56748 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26919 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31318 members 
Mstep: Class 9 contains 19012 members 
Mstep: Class 10 contains 4323 members 
Mstep: Class 11 contains 17353 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13333 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 19756 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28504 members 
Mstep: Class 23 contains 5025 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73684 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 14241 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250844.000000 Penalty: 77586.710938
Iteration 178Q: 38 clusters Score -4.825084e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56755 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26911 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31318 members 
Mstep: Class 9 contains 19013 members 
Mstep: Class 10 contains 4327 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13331 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 19757 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28504 members 
Mstep: Class 23 contains 5026 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73682 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 14240 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250884.000000 Penalty: 77586.710938
Iteration 179Q: 38 clusters Score -4.825088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56760 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26908 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 19013 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 17351 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13331 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 19756 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28504 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73681 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 14240 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250892.000000 Penalty: 77586.710938
Iteration 180F: 38 clusters Score -4.825089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56760 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26906 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31317 members 
Mstep: Class 9 contains 19013 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13331 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 19757 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28504 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73681 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 14240 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250912.000000 Penalty: 77586.710938
Iteration 181Q: 38 clusters Score -4.825091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56761 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26903 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31319 members 
Mstep: Class 9 contains 19013 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13331 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 19757 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28504 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73681 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 14240 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250924.000000 Penalty: 77586.710938
Iteration 182Q: 38 clusters Score -4.825092e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56762 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26902 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31319 members 
Mstep: Class 9 contains 19013 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 17352 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13330 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 19758 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28504 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73681 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 14240 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250924.000000 Penalty: 77586.710938
Iteration 183Q: 38 clusters Score -4.825092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56763 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26902 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31319 members 
Mstep: Class 9 contains 19013 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 17351 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13330 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 19758 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28504 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73681 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 14240 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250924.000000 Penalty: 77586.710938
Iteration 184Q: 38 clusters Score -4.825092e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56764 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26902 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31319 members 
Mstep: Class 9 contains 19013 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 17351 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13330 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 19758 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28503 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73681 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 14240 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250936.000000 Penalty: 77586.710938
Iteration 185Q: 38 clusters Score -4.825094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4169 members 
Mstep: Class 3 contains 56764 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 26902 members 
Mstep: Class 7 contains 14577 members 
Mstep: Class 8 contains 31319 members 
Mstep: Class 9 contains 19013 members 
Mstep: Class 10 contains 4328 members 
Mstep: Class 11 contains 17351 members 
Mstep: Class 12 contains 2194 members 
Mstep: Class 13 contains 13330 members 
Mstep: Class 14 contains 9946 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 1506 members 
Mstep: Class 17 contains 9190 members 
Mstep: Class 18 contains 19758 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 1919 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 28503 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 6221 members 
Mstep: Class 25 contains 2163 members 
Mstep: Class 26 contains 73681 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 1561 members 
Mstep: Class 30 contains 1897 members 
Mstep: Class 31 contains 1973 members 
Mstep: Class 32 contains 1303 members 
Mstep: Class 33 contains 3752 members 
Mstep: Class 34 contains 14240 members 
Mstep: Class 35 contains 1473 members 
Mstep: Class 36 contains 2165 members 
Mstep: Class 37 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48250936.000000 Penalty: 77586.710938
Iteration 186F: 38 clusters Score -4.825094e+07 nChanged 0
Entering ConstructFrom: 
Score: -48250936.000000 Penalty: 77586.710938
Entering ConstructFrom: 
Trying to split cluster 1 (843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Entering Unmasked Estep 
Score: -101932.984375 Penalty: 1094.757202
	Iteration 0F: 2 clusters Score -101933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -100599.257812 Penalty: 2189.514404
	Iteration 0F: 3 clusters Score -100599.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -100826.320312 Penalty: 2189.514404
	Iteration 1F: 3 clusters Score -100826.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -100930.859375 Penalty: 2189.514404
	Iteration 2F: 3 clusters Score -100930.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -101001.976562 Penalty: 2189.514404
	Iteration 3F: 3 clusters Score -101002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -101048.476562 Penalty: 2189.514404
	Iteration 4Q: 3 clusters Score -101048.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101067.085938 Penalty: 2189.514404
	Iteration 5Q: 3 clusters Score -101067.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -101075.632812 Penalty: 2189.514404
	Iteration 6Q: 3 clusters Score -101075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -101077.710938 Penalty: 2189.514404
	Iteration 7Q: 3 clusters Score -101077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -101080.250000 Penalty: 2189.514404
	Iteration 8Q: 3 clusters Score -101080.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -101084.179688 Penalty: 2189.514404
	Iteration 9Q: 3 clusters Score -101084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -101087.187500 Penalty: 2189.514404
	Iteration 10Q: 3 clusters Score -101087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -101087.953125 Penalty: 2189.514404
	Iteration 11Q: 3 clusters Score -101088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -101087.953125 Penalty: 2189.514404
	Iteration 12F: 3 clusters Score -101088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Entering Unmasked Estep 
Score: -505516.156250 Penalty: 1354.507568
	Iteration 0F: 2 clusters Score -505516.2 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 2074 members 
Entering Unmasked Estep 
Score: -502102.687500 Penalty: 2709.015137
	Iteration 0F: 3 clusters Score -502102.7 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -503016.843750 Penalty: 2709.015137
	Iteration 1F: 3 clusters Score -503016.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -503184.750000 Penalty: 2709.015137
	Iteration 2F: 3 clusters Score -503184.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -503295.500000 Penalty: 2709.015137
	Iteration 3Q: 3 clusters Score -503295.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -503373.312500 Penalty: 2709.015137
	Iteration 4Q: 3 clusters Score -503373.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -503462.781250 Penalty: 2709.015137
	Iteration 5Q: 3 clusters Score -503462.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -503563.687500 Penalty: 2709.015137
	Iteration 6Q: 3 clusters Score -503563.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -503680.937500 Penalty: 2709.015137
	Iteration 7Q: 3 clusters Score -503680.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -503794.000000 Penalty: 2709.015137
	Iteration 8Q: 3 clusters Score -503794 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -503914.031250 Penalty: 2709.015137
	Iteration 9Q: 3 clusters Score -503914 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -504033.031250 Penalty: 2709.015137
	Iteration 10Q: 3 clusters Score -504033 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -504133.687500 Penalty: 2709.015137
	Iteration 11Q: 3 clusters Score -504133.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -504205.937500 Penalty: 2709.015137
	Iteration 12Q: 3 clusters Score -504205.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -504249.468750 Penalty: 2709.015137
	Iteration 13Q: 3 clusters Score -504249.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -504282.937500 Penalty: 2709.015137
	Iteration 14Q: 3 clusters Score -504282.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -504314.000000 Penalty: 2709.015137
	Iteration 15Q: 3 clusters Score -504314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -504344.500000 Penalty: 2709.015137
	Iteration 16Q: 3 clusters Score -504344.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -504379.718750 Penalty: 2709.015137
	Iteration 17Q: 3 clusters Score -504379.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -504417.843750 Penalty: 2709.015137
	Iteration 18Q: 3 clusters Score -504417.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -504461.000000 Penalty: 2709.015137
	Iteration 19Q: 3 clusters Score -504461 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -504507.812500 Penalty: 2709.015137
	Iteration 20F: 3 clusters Score -504507.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -504567.593750 Penalty: 2709.015137
	Iteration 21Q: 3 clusters Score -504567.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -504628.843750 Penalty: 2709.015137
	Iteration 22Q: 3 clusters Score -504628.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -504681.187500 Penalty: 2709.015137
	Iteration 23Q: 3 clusters Score -504681.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -504750.812500 Penalty: 2709.015137
	Iteration 24Q: 3 clusters Score -504750.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -504826.906250 Penalty: 2709.015137
	Iteration 25Q: 3 clusters Score -504826.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -504887.125000 Penalty: 2709.015137
	Iteration 26Q: 3 clusters Score -504887.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -504945.187500 Penalty: 2709.015137
	Iteration 27Q: 3 clusters Score -504945.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -505002.593750 Penalty: 2709.015137
	Iteration 28Q: 3 clusters Score -505002.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -505049.000000 Penalty: 2709.015137
	Iteration 29Q: 3 clusters Score -505049 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -505089.812500 Penalty: 2709.015137
	Iteration 30Q: 3 clusters Score -505089.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -505127.187500 Penalty: 2709.015137
	Iteration 31Q: 3 clusters Score -505127.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -505169.562500 Penalty: 2709.015137
	Iteration 32Q: 3 clusters Score -505169.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -505197.843750 Penalty: 2709.015137
	Iteration 33Q: 3 clusters Score -505197.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -505232.312500 Penalty: 2709.015137
	Iteration 34Q: 3 clusters Score -505232.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -505268.031250 Penalty: 2709.015137
	Iteration 35Q: 3 clusters Score -505268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -505281.625000 Penalty: 2709.015137
	Iteration 36Q: 3 clusters Score -505281.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -505290.593750 Penalty: 2709.015137
	Iteration 37Q: 3 clusters Score -505290.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -505292.406250 Penalty: 2709.015137
	Iteration 38Q: 3 clusters Score -505292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -505292.031250 Penalty: 2709.015137
	Iteration 39Q: 3 clusters Score -505292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -505292.656250 Penalty: 2709.015137
	Iteration 40F: 3 clusters Score -505292.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -505292.843750 Penalty: 2709.015137
	Iteration 41Q: 3 clusters Score -505292.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -505293.406250 Penalty: 2709.015137
	Iteration 42Q: 3 clusters Score -505293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -505293.437500 Penalty: 2709.015137
	Iteration 43Q: 3 clusters Score -505293.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -505294.218750 Penalty: 2709.015137
	Iteration 44Q: 3 clusters Score -505294.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -505294.343750 Penalty: 2709.015137
	Iteration 45Q: 3 clusters Score -505294.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -505296.437500 Penalty: 2709.015137
	Iteration 46Q: 3 clusters Score -505296.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -505298.031250 Penalty: 2709.015137
	Iteration 47Q: 3 clusters Score -505298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -505297.406250 Penalty: 2709.015137
	Iteration 48Q: 3 clusters Score -505297.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -505297.406250 Penalty: 2709.015137
	Iteration 49F: 3 clusters Score -505297.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Entering Unmasked Estep 
Score: -7011634.500000 Penalty: 1778.831787
	Iteration 0F: 2 clusters Score -7011634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -6974651.500000 Penalty: 3557.663574
	Iteration 0F: 3 clusters Score -6974652 nChanged 26702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -6990034.500000 Penalty: 3557.663574
	Iteration 1F: 3 clusters Score -6990034 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -6990637.000000 Penalty: 3557.663574
	Iteration 2Q: 3 clusters Score -6990637 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28476 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -6991288.000000 Penalty: 3557.663574
	Iteration 3Q: 3 clusters Score -6991288 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -6992078.000000 Penalty: 3557.663574
	Iteration 4Q: 3 clusters Score -6992078 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -6993111.000000 Penalty: 3557.663574
	Iteration 5Q: 3 clusters Score -6993111 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -6994405.000000 Penalty: 3557.663574
	Iteration 6Q: 3 clusters Score -6994405 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -6995897.000000 Penalty: 3557.663574
	Iteration 7F: 3 clusters Score -6995897 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29930 members 
Mstep: Class 2 contains 26834 members 
Entering Unmasked Estep 
Score: -6997356.500000 Penalty: 3557.663574
	Iteration 8F: 3 clusters Score -6997356 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -6998666.500000 Penalty: 3557.663574
	Iteration 9Q: 3 clusters Score -6998666 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -6999828.000000 Penalty: 3557.663574
	Iteration 10Q: 3 clusters Score -6999828 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -7000919.500000 Penalty: 3557.663574
	Iteration 11Q: 3 clusters Score -7000920 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -7001900.000000 Penalty: 3557.663574
	Iteration 12Q: 3 clusters Score -7001900 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -7002678.000000 Penalty: 3557.663574
	Iteration 13Q: 3 clusters Score -7002678 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -7003274.000000 Penalty: 3557.663574
	Iteration 14Q: 3 clusters Score -7003274 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -7003656.500000 Penalty: 3557.663574
	Iteration 15Q: 3 clusters Score -7003656 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -7003933.000000 Penalty: 3557.663574
	Iteration 16Q: 3 clusters Score -7003933 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -7004139.500000 Penalty: 3557.663574
	Iteration 17Q: 3 clusters Score -7004140 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -7004426.500000 Penalty: 3557.663574
	Iteration 18Q: 3 clusters Score -7004426 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -7004727.500000 Penalty: 3557.663574
	Iteration 19Q: 3 clusters Score -7004728 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -7005057.500000 Penalty: 3557.663574
	Iteration 20F: 3 clusters Score -7005058 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -7005335.500000 Penalty: 3557.663574
	Iteration 21Q: 3 clusters Score -7005336 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -7005700.000000 Penalty: 3557.663574
	Iteration 22Q: 3 clusters Score -7005700 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -7006098.000000 Penalty: 3557.663574
	Iteration 23Q: 3 clusters Score -7006098 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -7006446.500000 Penalty: 3557.663574
	Iteration 24Q: 3 clusters Score -7006446 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -7006821.000000 Penalty: 3557.663574
	Iteration 25Q: 3 clusters Score -7006821 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -7007230.000000 Penalty: 3557.663574
	Iteration 26Q: 3 clusters Score -7007230 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46803 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -7007599.000000 Penalty: 3557.663574
	Iteration 27Q: 3 clusters Score -7007599 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -7007897.500000 Penalty: 3557.663574
	Iteration 28Q: 3 clusters Score -7007898 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -7008234.000000 Penalty: 3557.663574
	Iteration 29Q: 3 clusters Score -7008234 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -7008552.500000 Penalty: 3557.663574
	Iteration 30Q: 3 clusters Score -7008552 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50229 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -7008779.000000 Penalty: 3557.663574
	Iteration 31Q: 3 clusters Score -7008779 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50873 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -7009059.500000 Penalty: 3557.663574
	Iteration 32Q: 3 clusters Score -7009060 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -7009266.500000 Penalty: 3557.663574
	Iteration 33Q: 3 clusters Score -7009266 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51963 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -7009485.000000 Penalty: 3557.663574
	Iteration 34Q: 3 clusters Score -7009485 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -7009647.000000 Penalty: 3557.663574
	Iteration 35Q: 3 clusters Score -7009647 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -7009758.000000 Penalty: 3557.663574
	Iteration 36Q: 3 clusters Score -7009758 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -7009862.500000 Penalty: 3557.663574
	Iteration 37Q: 3 clusters Score -7009862 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7009955.500000 Penalty: 3557.663574
	Iteration 38Q: 3 clusters Score -7009956 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -7010079.500000 Penalty: 3557.663574
	Iteration 39Q: 3 clusters Score -7010080 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54058 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -7010249.500000 Penalty: 3557.663574
	Iteration 40F: 3 clusters Score -7010250 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7010335.500000 Penalty: 3557.663574
	Iteration 41Q: 3 clusters Score -7010336 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7010405.500000 Penalty: 3557.663574
	Iteration 42Q: 3 clusters Score -7010406 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7010483.000000 Penalty: 3557.663574
	Iteration 43Q: 3 clusters Score -7010483 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7010513.500000 Penalty: 3557.663574
	Iteration 44Q: 3 clusters Score -7010514 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54993 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7010563.000000 Penalty: 3557.663574
	Iteration 45Q: 3 clusters Score -7010563 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55118 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7010600.000000 Penalty: 3557.663574
	Iteration 46Q: 3 clusters Score -7010600 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7010628.000000 Penalty: 3557.663574
	Iteration 47Q: 3 clusters Score -7010628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -7010659.000000 Penalty: 3557.663574
	Iteration 48Q: 3 clusters Score -7010659 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55369 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7010705.500000 Penalty: 3557.663574
	Iteration 49Q: 3 clusters Score -7010706 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55448 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -7010731.500000 Penalty: 3557.663574
	Iteration 50Q: 3 clusters Score -7010732 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -7010743.500000 Penalty: 3557.663574
	Iteration 51Q: 3 clusters Score -7010744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55579 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -7010768.000000 Penalty: 3557.663574
	Iteration 52Q: 3 clusters Score -7010768 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7010773.000000 Penalty: 3557.663574
	Iteration 53Q: 3 clusters Score -7010773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55669 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7010778.500000 Penalty: 3557.663574
	Iteration 54Q: 3 clusters Score -7010778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7010789.500000 Penalty: 3557.663574
	Iteration 55Q: 3 clusters Score -7010790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7010800.500000 Penalty: 3557.663574
	Iteration 56Q: 3 clusters Score -7010800 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7010830.500000 Penalty: 3557.663574
	Iteration 57Q: 3 clusters Score -7010830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7010839.000000 Penalty: 3557.663574
	Iteration 58Q: 3 clusters Score -7010839 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55841 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7010845.000000 Penalty: 3557.663574
	Iteration 59Q: 3 clusters Score -7010845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7010858.500000 Penalty: 3557.663574
	Iteration 60F: 3 clusters Score -7010858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7010869.500000 Penalty: 3557.663574
	Iteration 61Q: 3 clusters Score -7010870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7010890.500000 Penalty: 3557.663574
	Iteration 62Q: 3 clusters Score -7010890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7010887.000000 Penalty: 3557.663574
	Iteration 63Q: 3 clusters Score -7010887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55950 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7010901.000000 Penalty: 3557.663574
	Iteration 64Q: 3 clusters Score -7010901 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55958 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7010912.000000 Penalty: 3557.663574
	Iteration 65Q: 3 clusters Score -7010912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55973 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7010927.000000 Penalty: 3557.663574
	Iteration 66Q: 3 clusters Score -7010927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55982 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7010933.500000 Penalty: 3557.663574
	Iteration 67Q: 3 clusters Score -7010934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7010936.000000 Penalty: 3557.663574
	Iteration 68Q: 3 clusters Score -7010936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56007 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7010933.500000 Penalty: 3557.663574
	Iteration 69Q: 3 clusters Score -7010934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56016 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7010934.500000 Penalty: 3557.663574
	Iteration 70Q: 3 clusters Score -7010934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56025 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7010943.500000 Penalty: 3557.663574
	Iteration 71Q: 3 clusters Score -7010944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56036 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7010950.500000 Penalty: 3557.663574
	Iteration 72Q: 3 clusters Score -7010950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56045 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7010948.000000 Penalty: 3557.663574
	Iteration 73Q: 3 clusters Score -7010948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -7010936.000000 Penalty: 3557.663574
	Iteration 74Q: 3 clusters Score -7010936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56068 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7010938.500000 Penalty: 3557.663574
	Iteration 75Q: 3 clusters Score -7010938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56076 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7010944.500000 Penalty: 3557.663574
	Iteration 76Q: 3 clusters Score -7010944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7010949.000000 Penalty: 3557.663574
	Iteration 77Q: 3 clusters Score -7010949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7010943.000000 Penalty: 3557.663574
	Iteration 78Q: 3 clusters Score -7010943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56095 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -7010944.500000 Penalty: 3557.663574
	Iteration 79Q: 3 clusters Score -7010944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7010949.000000 Penalty: 3557.663574
	Iteration 80F: 3 clusters Score -7010949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7010951.500000 Penalty: 3557.663574
	Iteration 81Q: 3 clusters Score -7010952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7010952.000000 Penalty: 3557.663574
	Iteration 82Q: 3 clusters Score -7010952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56096 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7010952.000000 Penalty: 3557.663574
	Iteration 83F: 3 clusters Score -7010952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Entering Unmasked Estep 
Score: -708037.125000 Penalty: 1405.933594
	Iteration 0F: 2 clusters Score -708037.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -703626.500000 Penalty: 2811.867188
	Iteration 0F: 3 clusters Score -703626.5 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -704929.250000 Penalty: 2811.867188
	Iteration 1F: 3 clusters Score -704929.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -705158.937500 Penalty: 2811.867188
	Iteration 2F: 3 clusters Score -705158.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -705333.312500 Penalty: 2811.867188
	Iteration 3F: 3 clusters Score -705333.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -705506.687500 Penalty: 2811.867188
	Iteration 4F: 3 clusters Score -705506.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -705657.625000 Penalty: 2811.867188
	Iteration 5Q: 3 clusters Score -705657.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -705821.625000 Penalty: 2811.867188
	Iteration 6Q: 3 clusters Score -705821.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -705986.375000 Penalty: 2811.867188
	Iteration 7Q: 3 clusters Score -705986.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -706124.937500 Penalty: 2811.867188
	Iteration 8Q: 3 clusters Score -706124.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -706233.062500 Penalty: 2811.867188
	Iteration 9Q: 3 clusters Score -706233.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -706325.125000 Penalty: 2811.867188
	Iteration 10Q: 3 clusters Score -706325.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -706416.875000 Penalty: 2811.867188
	Iteration 11Q: 3 clusters Score -706416.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -706495.875000 Penalty: 2811.867188
	Iteration 12Q: 3 clusters Score -706495.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -706557.187500 Penalty: 2811.867188
	Iteration 13Q: 3 clusters Score -706557.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -706604.375000 Penalty: 2811.867188
	Iteration 14Q: 3 clusters Score -706604.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -706649.812500 Penalty: 2811.867188
	Iteration 15Q: 3 clusters Score -706649.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -706688.812500 Penalty: 2811.867188
	Iteration 16Q: 3 clusters Score -706688.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -706727.187500 Penalty: 2811.867188
	Iteration 17Q: 3 clusters Score -706727.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -706753.562500 Penalty: 2811.867188
	Iteration 18Q: 3 clusters Score -706753.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -706772.250000 Penalty: 2811.867188
	Iteration 19Q: 3 clusters Score -706772.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -706787.000000 Penalty: 2811.867188
	Iteration 20F: 3 clusters Score -706787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -706801.875000 Penalty: 2811.867188
	Iteration 21Q: 3 clusters Score -706801.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -706812.875000 Penalty: 2811.867188
	Iteration 22Q: 3 clusters Score -706812.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -706820.500000 Penalty: 2811.867188
	Iteration 23Q: 3 clusters Score -706820.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -706830.312500 Penalty: 2811.867188
	Iteration 24Q: 3 clusters Score -706830.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -706839.500000 Penalty: 2811.867188
	Iteration 25Q: 3 clusters Score -706839.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -706844.250000 Penalty: 2811.867188
	Iteration 26Q: 3 clusters Score -706844.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -706846.250000 Penalty: 2811.867188
	Iteration 27Q: 3 clusters Score -706846.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -706847.437500 Penalty: 2811.867188
	Iteration 28Q: 3 clusters Score -706847.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -706849.500000 Penalty: 2811.867188
	Iteration 29Q: 3 clusters Score -706849.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -706849.500000 Penalty: 2811.867188
	Iteration 30F: 3 clusters Score -706849.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Entering Unmasked Estep 
Score: -1032241.375000 Penalty: 1466.343018
	Iteration 0F: 2 clusters Score -1032241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1026171.000000 Penalty: 2932.686035
	Iteration 0F: 3 clusters Score -1026171 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1028048.062500 Penalty: 2932.686035
	Iteration 1F: 3 clusters Score -1028048 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1028279.937500 Penalty: 2932.686035
	Iteration 2F: 3 clusters Score -1028280 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1028476.750000 Penalty: 2932.686035
	Iteration 3F: 3 clusters Score -1028477 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1028670.750000 Penalty: 2932.686035
	Iteration 4Q: 3 clusters Score -1028671 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1028855.312500 Penalty: 2932.686035
	Iteration 5Q: 3 clusters Score -1028855 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1029043.250000 Penalty: 2932.686035
	Iteration 6Q: 3 clusters Score -1029043 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1029223.375000 Penalty: 2932.686035
	Iteration 7Q: 3 clusters Score -1029223 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1029373.937500 Penalty: 2932.686035
	Iteration 8Q: 3 clusters Score -1029374 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1029486.750000 Penalty: 2932.686035
	Iteration 9Q: 3 clusters Score -1029487 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1029563.500000 Penalty: 2932.686035
	Iteration 10Q: 3 clusters Score -1029564 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1029615.750000 Penalty: 2932.686035
	Iteration 11Q: 3 clusters Score -1029616 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1029659.312500 Penalty: 2932.686035
	Iteration 12Q: 3 clusters Score -1029659 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1029690.500000 Penalty: 2932.686035
	Iteration 13Q: 3 clusters Score -1029690 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1029719.750000 Penalty: 2932.686035
	Iteration 14Q: 3 clusters Score -1029720 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1029745.250000 Penalty: 2932.686035
	Iteration 15Q: 3 clusters Score -1029745 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1029765.375000 Penalty: 2932.686035
	Iteration 16Q: 3 clusters Score -1029765 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1029780.937500 Penalty: 2932.686035
	Iteration 17Q: 3 clusters Score -1029781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1029798.687500 Penalty: 2932.686035
	Iteration 18Q: 3 clusters Score -1029799 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1029817.375000 Penalty: 2932.686035
	Iteration 19Q: 3 clusters Score -1029817 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1029833.687500 Penalty: 2932.686035
	Iteration 20F: 3 clusters Score -1029834 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1029855.937500 Penalty: 2932.686035
	Iteration 21Q: 3 clusters Score -1029856 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1029875.562500 Penalty: 2932.686035
	Iteration 22Q: 3 clusters Score -1029876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1029899.750000 Penalty: 2932.686035
	Iteration 23Q: 3 clusters Score -1029900 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1029925.375000 Penalty: 2932.686035
	Iteration 24Q: 3 clusters Score -1029925 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1029949.562500 Penalty: 2932.686035
	Iteration 25Q: 3 clusters Score -1029950 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1029969.625000 Penalty: 2932.686035
	Iteration 26Q: 3 clusters Score -1029970 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1029993.625000 Penalty: 2932.686035
	Iteration 27Q: 3 clusters Score -1029994 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1030019.812500 Penalty: 2932.686035
	Iteration 28Q: 3 clusters Score -1030020 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1030042.750000 Penalty: 2932.686035
	Iteration 29Q: 3 clusters Score -1030043 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1030067.687500 Penalty: 2932.686035
	Iteration 30Q: 3 clusters Score -1030068 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1030097.187500 Penalty: 2932.686035
	Iteration 31Q: 3 clusters Score -1030097 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1030122.937500 Penalty: 2932.686035
	Iteration 32Q: 3 clusters Score -1030123 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1030151.812500 Penalty: 2932.686035
	Iteration 33Q: 3 clusters Score -1030152 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1030190.500000 Penalty: 2932.686035
	Iteration 34Q: 3 clusters Score -1030190 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1030230.437500 Penalty: 2932.686035
	Iteration 35Q: 3 clusters Score -1030230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1030282.812500 Penalty: 2932.686035
	Iteration 36Q: 3 clusters Score -1030283 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1030344.312500 Penalty: 2932.686035
	Iteration 37Q: 3 clusters Score -1030344 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1030425.000000 Penalty: 2932.686035
	Iteration 38Q: 3 clusters Score -1030425 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1030502.812500 Penalty: 2932.686035
	Iteration 39Q: 3 clusters Score -1030503 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1030571.562500 Penalty: 2932.686035
	Iteration 40F: 3 clusters Score -1030572 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1030631.187500 Penalty: 2932.686035
	Iteration 41Q: 3 clusters Score -1030631 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1030672.812500 Penalty: 2932.686035
	Iteration 42Q: 3 clusters Score -1030673 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1030716.312500 Penalty: 2932.686035
	Iteration 43Q: 3 clusters Score -1030716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1030753.750000 Penalty: 2932.686035
	Iteration 44Q: 3 clusters Score -1030754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1030785.187500 Penalty: 2932.686035
	Iteration 45Q: 3 clusters Score -1030785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1030806.875000 Penalty: 2932.686035
	Iteration 46Q: 3 clusters Score -1030807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1030829.562500 Penalty: 2932.686035
	Iteration 47Q: 3 clusters Score -1030830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1030845.625000 Penalty: 2932.686035
	Iteration 48Q: 3 clusters Score -1030846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1030851.312500 Penalty: 2932.686035
	Iteration 49Q: 3 clusters Score -1030851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1030865.562500 Penalty: 2932.686035
	Iteration 50Q: 3 clusters Score -1030866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1030881.375000 Penalty: 2932.686035
	Iteration 51Q: 3 clusters Score -1030881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1030890.312500 Penalty: 2932.686035
	Iteration 52Q: 3 clusters Score -1030890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1030898.375000 Penalty: 2932.686035
	Iteration 53Q: 3 clusters Score -1030898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1030905.750000 Penalty: 2932.686035
	Iteration 54Q: 3 clusters Score -1030906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1030908.437500 Penalty: 2932.686035
	Iteration 55Q: 3 clusters Score -1030908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1030910.250000 Penalty: 2932.686035
	Iteration 56Q: 3 clusters Score -1030910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1030911.187500 Penalty: 2932.686035
	Iteration 57Q: 3 clusters Score -1030911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1030911.750000 Penalty: 2932.686035
	Iteration 58Q: 3 clusters Score -1030912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1030914.500000 Penalty: 2932.686035
	Iteration 59Q: 3 clusters Score -1030914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1030916.625000 Penalty: 2932.686035
	Iteration 60F: 3 clusters Score -1030917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1030918.562500 Penalty: 2932.686035
	Iteration 61Q: 3 clusters Score -1030919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1030924.875000 Penalty: 2932.686035
	Iteration 62Q: 3 clusters Score -1030925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1030923.562500 Penalty: 2932.686035
	Iteration 63Q: 3 clusters Score -1030924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1030927.562500 Penalty: 2932.686035
	Iteration 64Q: 3 clusters Score -1030928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1030929.187500 Penalty: 2932.686035
	Iteration 65Q: 3 clusters Score -1030929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1030930.875000 Penalty: 2932.686035
	Iteration 66Q: 3 clusters Score -1030931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1030930.687500 Penalty: 2932.686035
	Iteration 67Q: 3 clusters Score -1030931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1030931.062500 Penalty: 2932.686035
	Iteration 68Q: 3 clusters Score -1030931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1030932.187500 Penalty: 2932.686035
	Iteration 69Q: 3 clusters Score -1030932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1030937.375000 Penalty: 2932.686035
	Iteration 70Q: 3 clusters Score -1030937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1030941.437500 Penalty: 2932.686035
	Iteration 71Q: 3 clusters Score -1030941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1030944.000000 Penalty: 2932.686035
	Iteration 72Q: 3 clusters Score -1030944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1030949.062500 Penalty: 2932.686035
	Iteration 73Q: 3 clusters Score -1030949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1030954.937500 Penalty: 2932.686035
	Iteration 74Q: 3 clusters Score -1030955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1030959.437500 Penalty: 2932.686035
	Iteration 75Q: 3 clusters Score -1030959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1030962.000000 Penalty: 2932.686035
	Iteration 76Q: 3 clusters Score -1030962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1030964.500000 Penalty: 2932.686035
	Iteration 77Q: 3 clusters Score -1030964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1030967.375000 Penalty: 2932.686035
	Iteration 78Q: 3 clusters Score -1030967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1030967.500000 Penalty: 2932.686035
	Iteration 79Q: 3 clusters Score -1030968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1030967.687500 Penalty: 2932.686035
	Iteration 80F: 3 clusters Score -1030968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Entering Unmasked Estep 
Score: -3329098.000000 Penalty: 1657.492798
	Iteration 0F: 2 clusters Score -3329098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -3311015.250000 Penalty: 3314.985596
	Iteration 0F: 3 clusters Score -3311015 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3317960.500000 Penalty: 3314.985596
	Iteration 1F: 3 clusters Score -3317960 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3318418.750000 Penalty: 3314.985596
	Iteration 2Q: 3 clusters Score -3318419 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3318894.500000 Penalty: 3314.985596
	Iteration 3Q: 3 clusters Score -3318894 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -3319509.250000 Penalty: 3314.985596
	Iteration 4Q: 3 clusters Score -3319509 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3320383.750000 Penalty: 3314.985596
	Iteration 5F: 3 clusters Score -3320384 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -3321449.250000 Penalty: 3314.985596
	Iteration 6F: 3 clusters Score -3321449 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3322578.250000 Penalty: 3314.985596
	Iteration 7F: 3 clusters Score -3322578 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -3323659.750000 Penalty: 3314.985596
	Iteration 8F: 3 clusters Score -3323660 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -3324541.750000 Penalty: 3314.985596
	Iteration 9Q: 3 clusters Score -3324542 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3325267.500000 Penalty: 3314.985596
	Iteration 10Q: 3 clusters Score -3325268 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -3325884.000000 Penalty: 3314.985596
	Iteration 11Q: 3 clusters Score -3325884 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3326391.500000 Penalty: 3314.985596
	Iteration 12Q: 3 clusters Score -3326392 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3326778.750000 Penalty: 3314.985596
	Iteration 13Q: 3 clusters Score -3326779 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3327111.750000 Penalty: 3314.985596
	Iteration 14Q: 3 clusters Score -3327112 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3327360.000000 Penalty: 3314.985596
	Iteration 15Q: 3 clusters Score -3327360 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -3327563.500000 Penalty: 3314.985596
	Iteration 16Q: 3 clusters Score -3327564 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3327758.750000 Penalty: 3314.985596
	Iteration 17Q: 3 clusters Score -3327759 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3327914.500000 Penalty: 3314.985596
	Iteration 18Q: 3 clusters Score -3327914 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -3328025.500000 Penalty: 3314.985596
	Iteration 19Q: 3 clusters Score -3328026 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3328123.250000 Penalty: 3314.985596
	Iteration 20F: 3 clusters Score -3328123 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3328166.250000 Penalty: 3314.985596
	Iteration 21Q: 3 clusters Score -3328166 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3328199.500000 Penalty: 3314.985596
	Iteration 22Q: 3 clusters Score -3328200 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3328236.000000 Penalty: 3314.985596
	Iteration 23Q: 3 clusters Score -3328236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3328253.750000 Penalty: 3314.985596
	Iteration 24Q: 3 clusters Score -3328254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3328266.750000 Penalty: 3314.985596
	Iteration 25Q: 3 clusters Score -3328267 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3328276.250000 Penalty: 3314.985596
	Iteration 26Q: 3 clusters Score -3328276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3328284.500000 Penalty: 3314.985596
	Iteration 27Q: 3 clusters Score -3328284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3328288.250000 Penalty: 3314.985596
	Iteration 28Q: 3 clusters Score -3328288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -3328286.750000 Penalty: 3314.985596
	Iteration 29Q: 3 clusters Score -3328287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3328287.500000 Penalty: 3314.985596
	Iteration 30Q: 3 clusters Score -3328288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3328288.500000 Penalty: 3314.985596
	Iteration 31Q: 3 clusters Score -3328288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3328289.250000 Penalty: 3314.985596
	Iteration 32Q: 3 clusters Score -3328289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3328286.750000 Penalty: 3314.985596
	Iteration 33Q: 3 clusters Score -3328287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3328286.750000 Penalty: 3314.985596
	Iteration 34F: 3 clusters Score -3328287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Entering Unmasked Estep 
Score: -1831993.375000 Penalty: 1557.920044
	Iteration 0F: 2 clusters Score -1831993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1821935.875000 Penalty: 3115.840088
	Iteration 0F: 3 clusters Score -1821936 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1825436.250000 Penalty: 3115.840088
	Iteration 1F: 3 clusters Score -1825436 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1825766.750000 Penalty: 3115.840088
	Iteration 2F: 3 clusters Score -1825767 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1826183.375000 Penalty: 3115.840088
	Iteration 3F: 3 clusters Score -1826183 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1826699.375000 Penalty: 3115.840088
	Iteration 4F: 3 clusters Score -1826699 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1827331.000000 Penalty: 3115.840088
	Iteration 5F: 3 clusters Score -1827331 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1827991.250000 Penalty: 3115.840088
	Iteration 6F: 3 clusters Score -1827991 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1828478.125000 Penalty: 3115.840088
	Iteration 7F: 3 clusters Score -1828478 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1828783.875000 Penalty: 3115.840088
	Iteration 8Q: 3 clusters Score -1828784 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -1828957.750000 Penalty: 3115.840088
	Iteration 9Q: 3 clusters Score -1828958 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1829063.125000 Penalty: 3115.840088
	Iteration 10Q: 3 clusters Score -1829063 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1829150.750000 Penalty: 3115.840088
	Iteration 11Q: 3 clusters Score -1829151 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1829229.500000 Penalty: 3115.840088
	Iteration 12Q: 3 clusters Score -1829230 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1829302.500000 Penalty: 3115.840088
	Iteration 13Q: 3 clusters Score -1829302 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1829370.250000 Penalty: 3115.840088
	Iteration 14Q: 3 clusters Score -1829370 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1829442.875000 Penalty: 3115.840088
	Iteration 15Q: 3 clusters Score -1829443 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1829518.125000 Penalty: 3115.840088
	Iteration 16Q: 3 clusters Score -1829518 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1829598.250000 Penalty: 3115.840088
	Iteration 17Q: 3 clusters Score -1829598 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1829672.875000 Penalty: 3115.840088
	Iteration 18Q: 3 clusters Score -1829673 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1829772.250000 Penalty: 3115.840088
	Iteration 19Q: 3 clusters Score -1829772 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1829873.375000 Penalty: 3115.840088
	Iteration 20F: 3 clusters Score -1829873 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1829964.875000 Penalty: 3115.840088
	Iteration 21Q: 3 clusters Score -1829965 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1830050.500000 Penalty: 3115.840088
	Iteration 22Q: 3 clusters Score -1830050 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -1830144.125000 Penalty: 3115.840088
	Iteration 23Q: 3 clusters Score -1830144 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1830228.875000 Penalty: 3115.840088
	Iteration 24Q: 3 clusters Score -1830229 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1830302.500000 Penalty: 3115.840088
	Iteration 25Q: 3 clusters Score -1830302 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1830365.375000 Penalty: 3115.840088
	Iteration 26Q: 3 clusters Score -1830365 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1830407.625000 Penalty: 3115.840088
	Iteration 27Q: 3 clusters Score -1830408 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1830447.000000 Penalty: 3115.840088
	Iteration 28Q: 3 clusters Score -1830447 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1830483.375000 Penalty: 3115.840088
	Iteration 29Q: 3 clusters Score -1830483 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1830513.375000 Penalty: 3115.840088
	Iteration 30Q: 3 clusters Score -1830513 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1830534.875000 Penalty: 3115.840088
	Iteration 31Q: 3 clusters Score -1830535 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1830553.500000 Penalty: 3115.840088
	Iteration 32Q: 3 clusters Score -1830554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1830572.000000 Penalty: 3115.840088
	Iteration 33Q: 3 clusters Score -1830572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1830581.625000 Penalty: 3115.840088
	Iteration 34Q: 3 clusters Score -1830582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1830593.375000 Penalty: 3115.840088
	Iteration 35Q: 3 clusters Score -1830593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1830600.750000 Penalty: 3115.840088
	Iteration 36Q: 3 clusters Score -1830601 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1830610.375000 Penalty: 3115.840088
	Iteration 37Q: 3 clusters Score -1830610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1830614.250000 Penalty: 3115.840088
	Iteration 38Q: 3 clusters Score -1830614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1830621.625000 Penalty: 3115.840088
	Iteration 39Q: 3 clusters Score -1830622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -1830627.625000 Penalty: 3115.840088
	Iteration 40F: 3 clusters Score -1830628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1830631.125000 Penalty: 3115.840088
	Iteration 41Q: 3 clusters Score -1830631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1830631.500000 Penalty: 3115.840088
	Iteration 42Q: 3 clusters Score -1830632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1830636.125000 Penalty: 3115.840088
	Iteration 43Q: 3 clusters Score -1830636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1830633.625000 Penalty: 3115.840088
	Iteration 44Q: 3 clusters Score -1830634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1830640.500000 Penalty: 3115.840088
	Iteration 45Q: 3 clusters Score -1830640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1830639.375000 Penalty: 3115.840088
	Iteration 46Q: 3 clusters Score -1830639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1830645.625000 Penalty: 3115.840088
	Iteration 47Q: 3 clusters Score -1830646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1830644.000000 Penalty: 3115.840088
	Iteration 48Q: 3 clusters Score -1830644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1830649.375000 Penalty: 3115.840088
	Iteration 49Q: 3 clusters Score -1830649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1830652.500000 Penalty: 3115.840088
	Iteration 50Q: 3 clusters Score -1830652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1830658.750000 Penalty: 3115.840088
	Iteration 51Q: 3 clusters Score -1830659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1830661.250000 Penalty: 3115.840088
	Iteration 52Q: 3 clusters Score -1830661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -1830663.875000 Penalty: 3115.840088
	Iteration 53Q: 3 clusters Score -1830664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1830669.500000 Penalty: 3115.840088
	Iteration 54Q: 3 clusters Score -1830670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1830671.875000 Penalty: 3115.840088
	Iteration 55Q: 3 clusters Score -1830672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1830673.375000 Penalty: 3115.840088
	Iteration 56Q: 3 clusters Score -1830673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1830680.000000 Penalty: 3115.840088
	Iteration 57Q: 3 clusters Score -1830680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1830682.750000 Penalty: 3115.840088
	Iteration 58Q: 3 clusters Score -1830683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1830682.875000 Penalty: 3115.840088
	Iteration 59Q: 3 clusters Score -1830683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1830684.625000 Penalty: 3115.840088
	Iteration 60F: 3 clusters Score -1830685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1830683.625000 Penalty: 3115.840088
	Iteration 61Q: 3 clusters Score -1830684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1830685.125000 Penalty: 3115.840088
	Iteration 62Q: 3 clusters Score -1830685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1830687.000000 Penalty: 3115.840088
	Iteration 63Q: 3 clusters Score -1830687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1830689.125000 Penalty: 3115.840088
	Iteration 64Q: 3 clusters Score -1830689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1830691.000000 Penalty: 3115.840088
	Iteration 65Q: 3 clusters Score -1830691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1830692.125000 Penalty: 3115.840088
	Iteration 66Q: 3 clusters Score -1830692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1830698.125000 Penalty: 3115.840088
	Iteration 67Q: 3 clusters Score -1830698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1830696.125000 Penalty: 3115.840088
	Iteration 68Q: 3 clusters Score -1830696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1830697.750000 Penalty: 3115.840088
	Iteration 69Q: 3 clusters Score -1830698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1830697.500000 Penalty: 3115.840088
	Iteration 70Q: 3 clusters Score -1830698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1830696.500000 Penalty: 3115.840088
	Iteration 71Q: 3 clusters Score -1830696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1830698.250000 Penalty: 3115.840088
	Iteration 72Q: 3 clusters Score -1830698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -1830698.250000 Penalty: 3115.840088
	Iteration 73F: 3 clusters Score -1830698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Entering Unmasked Estep 
Score: -3871346.000000 Penalty: 1682.196777
	Iteration 0F: 2 clusters Score -3871346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -3850224.000000 Penalty: 3364.393555
	Iteration 0F: 3 clusters Score -3850224 nChanged 14452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -3858187.250000 Penalty: 3364.393555
	Iteration 1F: 3 clusters Score -3858187 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3858516.500000 Penalty: 3364.393555
	Iteration 2Q: 3 clusters Score -3858516 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -3858810.500000 Penalty: 3364.393555
	Iteration 3Q: 3 clusters Score -3858810 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -3859138.250000 Penalty: 3364.393555
	Iteration 4Q: 3 clusters Score -3859138 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -3859466.000000 Penalty: 3364.393555
	Iteration 5Q: 3 clusters Score -3859466 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -3859792.500000 Penalty: 3364.393555
	Iteration 6Q: 3 clusters Score -3859792 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3860155.250000 Penalty: 3364.393555
	Iteration 7Q: 3 clusters Score -3860155 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3860579.250000 Penalty: 3364.393555
	Iteration 8Q: 3 clusters Score -3860579 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -3861096.250000 Penalty: 3364.393555
	Iteration 9Q: 3 clusters Score -3861096 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3861656.250000 Penalty: 3364.393555
	Iteration 10Q: 3 clusters Score -3861656 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3862310.750000 Penalty: 3364.393555
	Iteration 11Q: 3 clusters Score -3862311 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -3863088.750000 Penalty: 3364.393555
	Iteration 12Q: 3 clusters Score -3863089 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3863944.000000 Penalty: 3364.393555
	Iteration 13Q: 3 clusters Score -3863944 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -3864873.250000 Penalty: 3364.393555
	Iteration 14Q: 3 clusters Score -3864873 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -3865818.000000 Penalty: 3364.393555
	Iteration 15Q: 3 clusters Score -3865818 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -3866717.250000 Penalty: 3364.393555
	Iteration 16Q: 3 clusters Score -3866717 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -3867555.750000 Penalty: 3364.393555
	Iteration 17Q: 3 clusters Score -3867556 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -3868282.250000 Penalty: 3364.393555
	Iteration 18Q: 3 clusters Score -3868282 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -3868850.000000 Penalty: 3364.393555
	Iteration 19Q: 3 clusters Score -3868850 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -3869217.500000 Penalty: 3364.393555
	Iteration 20F: 3 clusters Score -3869218 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -3869454.500000 Penalty: 3364.393555
	Iteration 21Q: 3 clusters Score -3869454 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 30419 members 
Entering Unmasked Estep 
Score: -3869629.750000 Penalty: 3364.393555
	Iteration 22Q: 3 clusters Score -3869630 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -3869732.500000 Penalty: 3364.393555
	Iteration 23Q: 3 clusters Score -3869732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -3869796.750000 Penalty: 3364.393555
	Iteration 24Q: 3 clusters Score -3869797 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -3869841.750000 Penalty: 3364.393555
	Iteration 25Q: 3 clusters Score -3869842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3869880.750000 Penalty: 3364.393555
	Iteration 26Q: 3 clusters Score -3869881 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -3869905.250000 Penalty: 3364.393555
	Iteration 27Q: 3 clusters Score -3869905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -3869926.250000 Penalty: 3364.393555
	Iteration 28Q: 3 clusters Score -3869926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -3869943.750000 Penalty: 3364.393555
	Iteration 29Q: 3 clusters Score -3869944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -3869950.000000 Penalty: 3364.393555
	Iteration 30Q: 3 clusters Score -3869950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -3869958.250000 Penalty: 3364.393555
	Iteration 31Q: 3 clusters Score -3869958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -3869965.500000 Penalty: 3364.393555
	Iteration 32Q: 3 clusters Score -3869966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -3869970.750000 Penalty: 3364.393555
	Iteration 33Q: 3 clusters Score -3869971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -3869977.750000 Penalty: 3364.393555
	Iteration 34Q: 3 clusters Score -3869978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -3869984.250000 Penalty: 3364.393555
	Iteration 35Q: 3 clusters Score -3869984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -3869983.500000 Penalty: 3364.393555
	Iteration 36Q: 3 clusters Score -3869984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -3869987.000000 Penalty: 3364.393555
	Iteration 37Q: 3 clusters Score -3869987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -3869983.750000 Penalty: 3364.393555
	Iteration 38Q: 3 clusters Score -3869984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -3869986.000000 Penalty: 3364.393555
	Iteration 39Q: 3 clusters Score -3869986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -3869986.750000 Penalty: 3364.393555
	Iteration 40F: 3 clusters Score -3869987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -3869986.750000 Penalty: 3364.393555
	Iteration 41Q: 3 clusters Score -3869987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 30891 members 
Entering Unmasked Estep 
Score: -3869986.750000 Penalty: 3364.393555
	Iteration 42F: 3 clusters Score -3869987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Entering Unmasked Estep 
Score: -2336252.250000 Penalty: 1601.092773
	Iteration 0F: 2 clusters Score -2336252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2323305.000000 Penalty: 3202.185547
	Iteration 0F: 3 clusters Score -2323305 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -2328090.250000 Penalty: 3202.185547
	Iteration 1F: 3 clusters Score -2328090 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2328540.500000 Penalty: 3202.185547
	Iteration 2F: 3 clusters Score -2328540 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2329020.500000 Penalty: 3202.185547
	Iteration 3F: 3 clusters Score -2329020 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2329489.250000 Penalty: 3202.185547
	Iteration 4F: 3 clusters Score -2329489 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2330003.750000 Penalty: 3202.185547
	Iteration 5F: 3 clusters Score -2330004 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2330536.000000 Penalty: 3202.185547
	Iteration 6F: 3 clusters Score -2330536 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -2331026.500000 Penalty: 3202.185547
	Iteration 7F: 3 clusters Score -2331026 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2331547.000000 Penalty: 3202.185547
	Iteration 8F: 3 clusters Score -2331547 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -2331956.250000 Penalty: 3202.185547
	Iteration 9Q: 3 clusters Score -2331956 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2332279.750000 Penalty: 3202.185547
	Iteration 10Q: 3 clusters Score -2332280 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2332544.250000 Penalty: 3202.185547
	Iteration 11Q: 3 clusters Score -2332544 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2332792.250000 Penalty: 3202.185547
	Iteration 12Q: 3 clusters Score -2332792 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2332996.750000 Penalty: 3202.185547
	Iteration 13Q: 3 clusters Score -2332997 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2333253.500000 Penalty: 3202.185547
	Iteration 14Q: 3 clusters Score -2333254 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -2333555.750000 Penalty: 3202.185547
	Iteration 15Q: 3 clusters Score -2333556 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2333856.250000 Penalty: 3202.185547
	Iteration 16Q: 3 clusters Score -2333856 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2334072.500000 Penalty: 3202.185547
	Iteration 17Q: 3 clusters Score -2334072 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2334226.500000 Penalty: 3202.185547
	Iteration 18Q: 3 clusters Score -2334226 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2334331.500000 Penalty: 3202.185547
	Iteration 19Q: 3 clusters Score -2334332 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2334405.000000 Penalty: 3202.185547
	Iteration 20F: 3 clusters Score -2334405 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2334453.500000 Penalty: 3202.185547
	Iteration 21Q: 3 clusters Score -2334454 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2334487.750000 Penalty: 3202.185547
	Iteration 22Q: 3 clusters Score -2334488 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2334523.750000 Penalty: 3202.185547
	Iteration 23Q: 3 clusters Score -2334524 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2334540.750000 Penalty: 3202.185547
	Iteration 24Q: 3 clusters Score -2334541 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2334563.750000 Penalty: 3202.185547
	Iteration 25Q: 3 clusters Score -2334564 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2334587.750000 Penalty: 3202.185547
	Iteration 26Q: 3 clusters Score -2334588 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2334609.500000 Penalty: 3202.185547
	Iteration 27Q: 3 clusters Score -2334610 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2334635.000000 Penalty: 3202.185547
	Iteration 28Q: 3 clusters Score -2334635 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2334658.500000 Penalty: 3202.185547
	Iteration 29Q: 3 clusters Score -2334658 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2334679.250000 Penalty: 3202.185547
	Iteration 30Q: 3 clusters Score -2334679 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2334701.750000 Penalty: 3202.185547
	Iteration 31Q: 3 clusters Score -2334702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2334721.500000 Penalty: 3202.185547
	Iteration 32Q: 3 clusters Score -2334722 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2334734.500000 Penalty: 3202.185547
	Iteration 33Q: 3 clusters Score -2334734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2334769.250000 Penalty: 3202.185547
	Iteration 34Q: 3 clusters Score -2334769 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2334793.250000 Penalty: 3202.185547
	Iteration 35Q: 3 clusters Score -2334793 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2334825.000000 Penalty: 3202.185547
	Iteration 36Q: 3 clusters Score -2334825 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2334853.000000 Penalty: 3202.185547
	Iteration 37Q: 3 clusters Score -2334853 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2334868.250000 Penalty: 3202.185547
	Iteration 38Q: 3 clusters Score -2334868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2334881.500000 Penalty: 3202.185547
	Iteration 39Q: 3 clusters Score -2334882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2334895.750000 Penalty: 3202.185547
	Iteration 40F: 3 clusters Score -2334896 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -2334902.500000 Penalty: 3202.185547
	Iteration 41Q: 3 clusters Score -2334902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2334899.250000 Penalty: 3202.185547
	Iteration 42Q: 3 clusters Score -2334899 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2334910.000000 Penalty: 3202.185547
	Iteration 43Q: 3 clusters Score -2334910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2334913.500000 Penalty: 3202.185547
	Iteration 44Q: 3 clusters Score -2334914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2334915.500000 Penalty: 3202.185547
	Iteration 45Q: 3 clusters Score -2334916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2334917.500000 Penalty: 3202.185547
	Iteration 46Q: 3 clusters Score -2334918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2334915.500000 Penalty: 3202.185547
	Iteration 47Q: 3 clusters Score -2334916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2334920.500000 Penalty: 3202.185547
	Iteration 48Q: 3 clusters Score -2334920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -2334917.750000 Penalty: 3202.185547
	Iteration 49Q: 3 clusters Score -2334918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -2334921.000000 Penalty: 3202.185547
	Iteration 50Q: 3 clusters Score -2334921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2334920.750000 Penalty: 3202.185547
	Iteration 51Q: 3 clusters Score -2334921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2334920.750000 Penalty: 3202.185547
	Iteration 52Q: 3 clusters Score -2334921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2334920.000000 Penalty: 3202.185547
	Iteration 53Q: 3 clusters Score -2334920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2334924.500000 Penalty: 3202.185547
	Iteration 54Q: 3 clusters Score -2334924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -2334923.500000 Penalty: 3202.185547
	Iteration 55Q: 3 clusters Score -2334924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2334922.000000 Penalty: 3202.185547
	Iteration 56Q: 3 clusters Score -2334922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2334922.000000 Penalty: 3202.185547
	Iteration 57F: 3 clusters Score -2334922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -526528.187500 Penalty: 1360.589844
	Iteration 0F: 2 clusters Score -526528.2 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 2122 members 
Entering Unmasked Estep 
Score: -522959.656250 Penalty: 2721.179688
	Iteration 0F: 3 clusters Score -522959.7 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -524009.187500 Penalty: 2721.179688
	Iteration 1F: 3 clusters Score -524009.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -524238.093750 Penalty: 2721.179688
	Iteration 2F: 3 clusters Score -524238.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -524393.812500 Penalty: 2721.179688
	Iteration 3F: 3 clusters Score -524393.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -524519.812500 Penalty: 2721.179688
	Iteration 4Q: 3 clusters Score -524519.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -524672.312500 Penalty: 2721.179688
	Iteration 5Q: 3 clusters Score -524672.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -524886.187500 Penalty: 2721.179688
	Iteration 6Q: 3 clusters Score -524886.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -525101.312500 Penalty: 2721.179688
	Iteration 7Q: 3 clusters Score -525101.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -525256.625000 Penalty: 2721.179688
	Iteration 8Q: 3 clusters Score -525256.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -525412.750000 Penalty: 2721.179688
	Iteration 9Q: 3 clusters Score -525412.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -525540.125000 Penalty: 2721.179688
	Iteration 10Q: 3 clusters Score -525540.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -525640.750000 Penalty: 2721.179688
	Iteration 11Q: 3 clusters Score -525640.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -525744.750000 Penalty: 2721.179688
	Iteration 12Q: 3 clusters Score -525744.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -525867.625000 Penalty: 2721.179688
	Iteration 13Q: 3 clusters Score -525867.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -525975.250000 Penalty: 2721.179688
	Iteration 14Q: 3 clusters Score -525975.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -526033.812500 Penalty: 2721.179688
	Iteration 15Q: 3 clusters Score -526033.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -526064.625000 Penalty: 2721.179688
	Iteration 16Q: 3 clusters Score -526064.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -526078.625000 Penalty: 2721.179688
	Iteration 17Q: 3 clusters Score -526078.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -526084.187500 Penalty: 2721.179688
	Iteration 18Q: 3 clusters Score -526084.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -526088.875000 Penalty: 2721.179688
	Iteration 19Q: 3 clusters Score -526088.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -526091.687500 Penalty: 2721.179688
	Iteration 20F: 3 clusters Score -526091.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -526091.687500 Penalty: 2721.179688
	Iteration 21Q: 3 clusters Score -526091.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -526093.187500 Penalty: 2721.179688
	Iteration 22Q: 3 clusters Score -526093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -526094.375000 Penalty: 2721.179688
	Iteration 23Q: 3 clusters Score -526094.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -526094.750000 Penalty: 2721.179688
	Iteration 24Q: 3 clusters Score -526094.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -526097.625000 Penalty: 2721.179688
	Iteration 25Q: 3 clusters Score -526097.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -526097.937500 Penalty: 2721.179688
	Iteration 26Q: 3 clusters Score -526097.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -526098.437500 Penalty: 2721.179688
	Iteration 27Q: 3 clusters Score -526098.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -526098.437500 Penalty: 2721.179688
	Iteration 28F: 3 clusters Score -526098.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (17351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Entering Unmasked Estep 
Score: -2144070.250000 Penalty: 1586.228271
	Iteration 0F: 2 clusters Score -2144070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2132097.250000 Penalty: 3172.456543
	Iteration 0F: 3 clusters Score -2132097 nChanged 7829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2136485.500000 Penalty: 3172.456543
	Iteration 1F: 3 clusters Score -2136486 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2136955.750000 Penalty: 3172.456543
	Iteration 2F: 3 clusters Score -2136956 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2137433.750000 Penalty: 3172.456543
	Iteration 3F: 3 clusters Score -2137434 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2137984.250000 Penalty: 3172.456543
	Iteration 4F: 3 clusters Score -2137984 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2138652.250000 Penalty: 3172.456543
	Iteration 5F: 3 clusters Score -2138652 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2139411.750000 Penalty: 3172.456543
	Iteration 6F: 3 clusters Score -2139412 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2140194.500000 Penalty: 3172.456543
	Iteration 7F: 3 clusters Score -2140194 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2140894.000000 Penalty: 3172.456543
	Iteration 8Q: 3 clusters Score -2140894 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2141426.000000 Penalty: 3172.456543
	Iteration 9Q: 3 clusters Score -2141426 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2141834.500000 Penalty: 3172.456543
	Iteration 10Q: 3 clusters Score -2141834 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2142132.000000 Penalty: 3172.456543
	Iteration 11Q: 3 clusters Score -2142132 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2142390.750000 Penalty: 3172.456543
	Iteration 12Q: 3 clusters Score -2142391 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2142548.000000 Penalty: 3172.456543
	Iteration 13Q: 3 clusters Score -2142548 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2142626.750000 Penalty: 3172.456543
	Iteration 14Q: 3 clusters Score -2142627 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2142684.250000 Penalty: 3172.456543
	Iteration 15Q: 3 clusters Score -2142684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2142724.500000 Penalty: 3172.456543
	Iteration 16Q: 3 clusters Score -2142724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2142749.250000 Penalty: 3172.456543
	Iteration 17Q: 3 clusters Score -2142749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2142763.000000 Penalty: 3172.456543
	Iteration 18Q: 3 clusters Score -2142763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2142774.000000 Penalty: 3172.456543
	Iteration 19Q: 3 clusters Score -2142774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2142784.500000 Penalty: 3172.456543
	Iteration 20F: 3 clusters Score -2142784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2142788.500000 Penalty: 3172.456543
	Iteration 21Q: 3 clusters Score -2142788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2142794.500000 Penalty: 3172.456543
	Iteration 22Q: 3 clusters Score -2142794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2142798.750000 Penalty: 3172.456543
	Iteration 23Q: 3 clusters Score -2142799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -2142805.000000 Penalty: 3172.456543
	Iteration 24Q: 3 clusters Score -2142805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2142806.250000 Penalty: 3172.456543
	Iteration 25Q: 3 clusters Score -2142806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2142808.500000 Penalty: 3172.456543
	Iteration 26Q: 3 clusters Score -2142808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2142808.250000 Penalty: 3172.456543
	Iteration 27Q: 3 clusters Score -2142808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2142806.000000 Penalty: 3172.456543
	Iteration 28Q: 3 clusters Score -2142806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2142806.000000 Penalty: 3172.456543
	Iteration 29Q: 3 clusters Score -2142806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2142806.000000 Penalty: 3172.456543
	Iteration 30F: 3 clusters Score -2142806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -233427.093750 Penalty: 1250.190674
	Iteration 0F: 2 clusters Score -233427.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -231270.984375 Penalty: 2500.381348
	Iteration 0F: 3 clusters Score -231271 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -231989.156250 Penalty: 2500.381348
	Iteration 1F: 3 clusters Score -231989.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -232352.828125 Penalty: 2500.381348
	Iteration 2F: 3 clusters Score -232352.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -232628.281250 Penalty: 2500.381348
	Iteration 3F: 3 clusters Score -232628.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -232812.296875 Penalty: 2500.381348
	Iteration 4F: 3 clusters Score -232812.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -232907.796875 Penalty: 2500.381348
	Iteration 5Q: 3 clusters Score -232907.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -232953.406250 Penalty: 2500.381348
	Iteration 6Q: 3 clusters Score -232953.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -232978.062500 Penalty: 2500.381348
	Iteration 7Q: 3 clusters Score -232978.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -232997.234375 Penalty: 2500.381348
	Iteration 8Q: 3 clusters Score -232997.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -233029.890625 Penalty: 2500.381348
	Iteration 9Q: 3 clusters Score -233029.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -233054.531250 Penalty: 2500.381348
	Iteration 10Q: 3 clusters Score -233054.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -233074.703125 Penalty: 2500.381348
	Iteration 11Q: 3 clusters Score -233074.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -233087.437500 Penalty: 2500.381348
	Iteration 12Q: 3 clusters Score -233087.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -233093.531250 Penalty: 2500.381348
	Iteration 13Q: 3 clusters Score -233093.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -233097.281250 Penalty: 2500.381348
	Iteration 14Q: 3 clusters Score -233097.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -233099.171875 Penalty: 2500.381348
	Iteration 15Q: 3 clusters Score -233099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -233100.031250 Penalty: 2500.381348
	Iteration 16Q: 3 clusters Score -233100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -233100.031250 Penalty: 2500.381348
	Iteration 17F: 3 clusters Score -233100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Entering Unmasked Estep 
Score: -1519851.375000 Penalty: 1543.387939
	Iteration 0F: 2 clusters Score -1519851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1510529.875000 Penalty: 3086.775879
	Iteration 0F: 3 clusters Score -1510530 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1514042.250000 Penalty: 3086.775879
	Iteration 1F: 3 clusters Score -1514042 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1514730.250000 Penalty: 3086.775879
	Iteration 2F: 3 clusters Score -1514730 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1515326.125000 Penalty: 3086.775879
	Iteration 3F: 3 clusters Score -1515326 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1515835.375000 Penalty: 3086.775879
	Iteration 4F: 3 clusters Score -1515835 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1516284.125000 Penalty: 3086.775879
	Iteration 5F: 3 clusters Score -1516284 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1516669.500000 Penalty: 3086.775879
	Iteration 6F: 3 clusters Score -1516670 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1516983.875000 Penalty: 3086.775879
	Iteration 7Q: 3 clusters Score -1516984 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1517215.250000 Penalty: 3086.775879
	Iteration 8Q: 3 clusters Score -1517215 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1517414.500000 Penalty: 3086.775879
	Iteration 9Q: 3 clusters Score -1517414 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1517594.125000 Penalty: 3086.775879
	Iteration 10Q: 3 clusters Score -1517594 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1517738.125000 Penalty: 3086.775879
	Iteration 11Q: 3 clusters Score -1517738 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1517887.250000 Penalty: 3086.775879
	Iteration 12Q: 3 clusters Score -1517887 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1518033.375000 Penalty: 3086.775879
	Iteration 13Q: 3 clusters Score -1518033 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -1518151.500000 Penalty: 3086.775879
	Iteration 14Q: 3 clusters Score -1518152 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1518242.000000 Penalty: 3086.775879
	Iteration 15Q: 3 clusters Score -1518242 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1518304.000000 Penalty: 3086.775879
	Iteration 16Q: 3 clusters Score -1518304 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -1518356.250000 Penalty: 3086.775879
	Iteration 17Q: 3 clusters Score -1518356 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1518413.625000 Penalty: 3086.775879
	Iteration 18Q: 3 clusters Score -1518414 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1518471.750000 Penalty: 3086.775879
	Iteration 19Q: 3 clusters Score -1518472 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1518521.875000 Penalty: 3086.775879
	Iteration 20F: 3 clusters Score -1518522 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1518561.750000 Penalty: 3086.775879
	Iteration 21Q: 3 clusters Score -1518562 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1518599.375000 Penalty: 3086.775879
	Iteration 22Q: 3 clusters Score -1518599 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -1518644.250000 Penalty: 3086.775879
	Iteration 23Q: 3 clusters Score -1518644 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1518683.250000 Penalty: 3086.775879
	Iteration 24Q: 3 clusters Score -1518683 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1518714.875000 Penalty: 3086.775879
	Iteration 25Q: 3 clusters Score -1518715 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1518740.750000 Penalty: 3086.775879
	Iteration 26Q: 3 clusters Score -1518741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1518768.250000 Penalty: 3086.775879
	Iteration 27Q: 3 clusters Score -1518768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1518794.375000 Penalty: 3086.775879
	Iteration 28Q: 3 clusters Score -1518794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1518809.750000 Penalty: 3086.775879
	Iteration 29Q: 3 clusters Score -1518810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1518824.625000 Penalty: 3086.775879
	Iteration 30Q: 3 clusters Score -1518825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1518846.750000 Penalty: 3086.775879
	Iteration 31Q: 3 clusters Score -1518847 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1518860.625000 Penalty: 3086.775879
	Iteration 32Q: 3 clusters Score -1518861 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1518878.125000 Penalty: 3086.775879
	Iteration 33Q: 3 clusters Score -1518878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -1518890.375000 Penalty: 3086.775879
	Iteration 34Q: 3 clusters Score -1518890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1518900.750000 Penalty: 3086.775879
	Iteration 35Q: 3 clusters Score -1518901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1518904.000000 Penalty: 3086.775879
	Iteration 36Q: 3 clusters Score -1518904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1518908.875000 Penalty: 3086.775879
	Iteration 37Q: 3 clusters Score -1518909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1518909.500000 Penalty: 3086.775879
	Iteration 38Q: 3 clusters Score -1518910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1518913.125000 Penalty: 3086.775879
	Iteration 39Q: 3 clusters Score -1518913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -1518916.500000 Penalty: 3086.775879
	Iteration 40F: 3 clusters Score -1518916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1518919.250000 Penalty: 3086.775879
	Iteration 41Q: 3 clusters Score -1518919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1518920.125000 Penalty: 3086.775879
	Iteration 42Q: 3 clusters Score -1518920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1518920.625000 Penalty: 3086.775879
	Iteration 43Q: 3 clusters Score -1518921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1518922.250000 Penalty: 3086.775879
	Iteration 44Q: 3 clusters Score -1518922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1518922.250000 Penalty: 3086.775879
	Iteration 45F: 3 clusters Score -1518922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Entering Unmasked Estep 
Score: -1240527.625000 Penalty: 1495.800415
	Iteration 0F: 2 clusters Score -1240528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1233444.875000 Penalty: 2991.600830
	Iteration 0F: 3 clusters Score -1233445 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1235884.625000 Penalty: 2991.600830
	Iteration 1F: 3 clusters Score -1235885 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1236188.750000 Penalty: 2991.600830
	Iteration 2F: 3 clusters Score -1236189 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1236438.750000 Penalty: 2991.600830
	Iteration 3F: 3 clusters Score -1236439 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1236637.500000 Penalty: 2991.600830
	Iteration 4Q: 3 clusters Score -1236638 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1236825.250000 Penalty: 2991.600830
	Iteration 5Q: 3 clusters Score -1236825 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1237005.625000 Penalty: 2991.600830
	Iteration 6Q: 3 clusters Score -1237006 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1237157.625000 Penalty: 2991.600830
	Iteration 7Q: 3 clusters Score -1237158 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1237294.625000 Penalty: 2991.600830
	Iteration 8Q: 3 clusters Score -1237295 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1237406.000000 Penalty: 2991.600830
	Iteration 9Q: 3 clusters Score -1237406 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1237488.875000 Penalty: 2991.600830
	Iteration 10Q: 3 clusters Score -1237489 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1237561.250000 Penalty: 2991.600830
	Iteration 11Q: 3 clusters Score -1237561 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1237624.000000 Penalty: 2991.600830
	Iteration 12Q: 3 clusters Score -1237624 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1237672.000000 Penalty: 2991.600830
	Iteration 13Q: 3 clusters Score -1237672 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1237723.750000 Penalty: 2991.600830
	Iteration 14Q: 3 clusters Score -1237724 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1237781.375000 Penalty: 2991.600830
	Iteration 15Q: 3 clusters Score -1237781 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1237842.125000 Penalty: 2991.600830
	Iteration 16Q: 3 clusters Score -1237842 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1237922.500000 Penalty: 2991.600830
	Iteration 17Q: 3 clusters Score -1237922 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1237995.250000 Penalty: 2991.600830
	Iteration 18Q: 3 clusters Score -1237995 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1238069.375000 Penalty: 2991.600830
	Iteration 19Q: 3 clusters Score -1238069 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1238144.625000 Penalty: 2991.600830
	Iteration 20F: 3 clusters Score -1238145 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1238235.250000 Penalty: 2991.600830
	Iteration 21Q: 3 clusters Score -1238235 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1238344.750000 Penalty: 2991.600830
	Iteration 22Q: 3 clusters Score -1238345 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1238449.625000 Penalty: 2991.600830
	Iteration 23Q: 3 clusters Score -1238450 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1238563.875000 Penalty: 2991.600830
	Iteration 24Q: 3 clusters Score -1238564 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1238663.375000 Penalty: 2991.600830
	Iteration 25Q: 3 clusters Score -1238663 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1238753.125000 Penalty: 2991.600830
	Iteration 26Q: 3 clusters Score -1238753 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1238822.500000 Penalty: 2991.600830
	Iteration 27Q: 3 clusters Score -1238822 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1238887.750000 Penalty: 2991.600830
	Iteration 28Q: 3 clusters Score -1238888 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1238948.500000 Penalty: 2991.600830
	Iteration 29Q: 3 clusters Score -1238948 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1239003.000000 Penalty: 2991.600830
	Iteration 30Q: 3 clusters Score -1239003 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1239047.250000 Penalty: 2991.600830
	Iteration 31Q: 3 clusters Score -1239047 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1239079.750000 Penalty: 2991.600830
	Iteration 32Q: 3 clusters Score -1239080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1239111.375000 Penalty: 2991.600830
	Iteration 33Q: 3 clusters Score -1239111 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1239136.500000 Penalty: 2991.600830
	Iteration 34Q: 3 clusters Score -1239136 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1239154.750000 Penalty: 2991.600830
	Iteration 35Q: 3 clusters Score -1239155 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1239174.625000 Penalty: 2991.600830
	Iteration 36Q: 3 clusters Score -1239175 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1239188.875000 Penalty: 2991.600830
	Iteration 37Q: 3 clusters Score -1239189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1239205.125000 Penalty: 2991.600830
	Iteration 38Q: 3 clusters Score -1239205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1239213.875000 Penalty: 2991.600830
	Iteration 39Q: 3 clusters Score -1239214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1239227.125000 Penalty: 2991.600830
	Iteration 40F: 3 clusters Score -1239227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1239236.875000 Penalty: 2991.600830
	Iteration 41Q: 3 clusters Score -1239237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1239250.625000 Penalty: 2991.600830
	Iteration 42Q: 3 clusters Score -1239251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1239267.125000 Penalty: 2991.600830
	Iteration 43Q: 3 clusters Score -1239267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1239279.375000 Penalty: 2991.600830
	Iteration 44Q: 3 clusters Score -1239279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1239290.125000 Penalty: 2991.600830
	Iteration 45Q: 3 clusters Score -1239290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1239302.000000 Penalty: 2991.600830
	Iteration 46Q: 3 clusters Score -1239302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1239308.750000 Penalty: 2991.600830
	Iteration 47Q: 3 clusters Score -1239309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1239311.250000 Penalty: 2991.600830
	Iteration 48Q: 3 clusters Score -1239311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1239316.000000 Penalty: 2991.600830
	Iteration 49Q: 3 clusters Score -1239316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1239323.500000 Penalty: 2991.600830
	Iteration 50Q: 3 clusters Score -1239324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -1239334.750000 Penalty: 2991.600830
	Iteration 51Q: 3 clusters Score -1239335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1239344.375000 Penalty: 2991.600830
	Iteration 52Q: 3 clusters Score -1239344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1239351.875000 Penalty: 2991.600830
	Iteration 53Q: 3 clusters Score -1239352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1239356.625000 Penalty: 2991.600830
	Iteration 54Q: 3 clusters Score -1239357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1239359.250000 Penalty: 2991.600830
	Iteration 55Q: 3 clusters Score -1239359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1239359.500000 Penalty: 2991.600830
	Iteration 56Q: 3 clusters Score -1239360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1239362.000000 Penalty: 2991.600830
	Iteration 57Q: 3 clusters Score -1239362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1239363.250000 Penalty: 2991.600830
	Iteration 58Q: 3 clusters Score -1239363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1239363.375000 Penalty: 2991.600830
	Iteration 59Q: 3 clusters Score -1239363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1239364.875000 Penalty: 2991.600830
	Iteration 60F: 3 clusters Score -1239365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Entering Unmasked Estep 
Score: -233350.906250 Penalty: 1230.865723
	Iteration 0F: 2 clusters Score -233350.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -231280.781250 Penalty: 2461.731445
	Iteration 0F: 3 clusters Score -231280.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -231689.593750 Penalty: 2461.731445
	Iteration 1F: 3 clusters Score -231689.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -231807.953125 Penalty: 2461.731445
	Iteration 2F: 3 clusters Score -231808 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -231882.859375 Penalty: 2461.731445
	Iteration 3F: 3 clusters Score -231882.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -231934.093750 Penalty: 2461.731445
	Iteration 4Q: 3 clusters Score -231934.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -231981.765625 Penalty: 2461.731445
	Iteration 5Q: 3 clusters Score -231981.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -232015.515625 Penalty: 2461.731445
	Iteration 6Q: 3 clusters Score -232015.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -232037.093750 Penalty: 2461.731445
	Iteration 7Q: 3 clusters Score -232037.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -232054.734375 Penalty: 2461.731445
	Iteration 8Q: 3 clusters Score -232054.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -232071.546875 Penalty: 2461.731445
	Iteration 9Q: 3 clusters Score -232071.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -232087.906250 Penalty: 2461.731445
	Iteration 10Q: 3 clusters Score -232087.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -232101.859375 Penalty: 2461.731445
	Iteration 11Q: 3 clusters Score -232101.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -232115.578125 Penalty: 2461.731445
	Iteration 12Q: 3 clusters Score -232115.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -232127.453125 Penalty: 2461.731445
	Iteration 13Q: 3 clusters Score -232127.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -232133.843750 Penalty: 2461.731445
	Iteration 14Q: 3 clusters Score -232133.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -232140.406250 Penalty: 2461.731445
	Iteration 15Q: 3 clusters Score -232140.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -232148.625000 Penalty: 2461.731445
	Iteration 16Q: 3 clusters Score -232148.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -232157.703125 Penalty: 2461.731445
	Iteration 17Q: 3 clusters Score -232157.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -232172.734375 Penalty: 2461.731445
	Iteration 18Q: 3 clusters Score -232172.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -232184.343750 Penalty: 2461.731445
	Iteration 19Q: 3 clusters Score -232184.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -232189.531250 Penalty: 2461.731445
	Iteration 20F: 3 clusters Score -232189.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -232196.609375 Penalty: 2461.731445
	Iteration 21Q: 3 clusters Score -232196.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -232203.484375 Penalty: 2461.731445
	Iteration 22Q: 3 clusters Score -232203.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -232210.171875 Penalty: 2461.731445
	Iteration 23Q: 3 clusters Score -232210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -232213.296875 Penalty: 2461.731445
	Iteration 24Q: 3 clusters Score -232213.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -232217.437500 Penalty: 2461.731445
	Iteration 25Q: 3 clusters Score -232217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -232219.953125 Penalty: 2461.731445
	Iteration 26Q: 3 clusters Score -232220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -232222.312500 Penalty: 2461.731445
	Iteration 27Q: 3 clusters Score -232222.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -232224.343750 Penalty: 2461.731445
	Iteration 28Q: 3 clusters Score -232224.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -232225.953125 Penalty: 2461.731445
	Iteration 29Q: 3 clusters Score -232226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -232228.140625 Penalty: 2461.731445
	Iteration 30Q: 3 clusters Score -232228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -232232.015625 Penalty: 2461.731445
	Iteration 31Q: 3 clusters Score -232232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -232234.125000 Penalty: 2461.731445
	Iteration 32Q: 3 clusters Score -232234.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -232236.843750 Penalty: 2461.731445
	Iteration 33Q: 3 clusters Score -232236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -232238.812500 Penalty: 2461.731445
	Iteration 34Q: 3 clusters Score -232238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -232240.890625 Penalty: 2461.731445
	Iteration 35Q: 3 clusters Score -232240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -232242.312500 Penalty: 2461.731445
	Iteration 36Q: 3 clusters Score -232242.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -232244.687500 Penalty: 2461.731445
	Iteration 37Q: 3 clusters Score -232244.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -232245.046875 Penalty: 2461.731445
	Iteration 38Q: 3 clusters Score -232245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -232245.046875 Penalty: 2461.731445
	Iteration 39F: 3 clusters Score -232245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -183363.031250 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -183363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -181577.687500 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -181577.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -181915.343750 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -181915.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -182005.218750 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -182005.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -182054.265625 Penalty: 2378.093994
	Iteration 3Q: 3 clusters Score -182054.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -182095.140625 Penalty: 2378.093994
	Iteration 4Q: 3 clusters Score -182095.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182125.593750 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -182125.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -182144.468750 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -182144.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -182157.234375 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -182157.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -182166.750000 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -182166.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -182174.468750 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -182174.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -182182.734375 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -182182.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -182190.890625 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -182190.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -182200.312500 Penalty: 2378.093994
	Iteration 12Q: 3 clusters Score -182200.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -182205.156250 Penalty: 2378.093994
	Iteration 13Q: 3 clusters Score -182205.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -182209.656250 Penalty: 2378.093994
	Iteration 14Q: 3 clusters Score -182209.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182215.718750 Penalty: 2378.093994
	Iteration 15Q: 3 clusters Score -182215.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -182222.000000 Penalty: 2378.093994
	Iteration 16Q: 3 clusters Score -182222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182223.921875 Penalty: 2378.093994
	Iteration 17Q: 3 clusters Score -182223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -182225.046875 Penalty: 2378.093994
	Iteration 18Q: 3 clusters Score -182225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -182225.781250 Penalty: 2378.093994
	Iteration 19Q: 3 clusters Score -182225.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -182226.093750 Penalty: 2378.093994
	Iteration 20F: 3 clusters Score -182226.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -182226.875000 Penalty: 2378.093994
	Iteration 21Q: 3 clusters Score -182226.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -182228.828125 Penalty: 2378.093994
	Iteration 22Q: 3 clusters Score -182228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -182231.046875 Penalty: 2378.093994
	Iteration 23Q: 3 clusters Score -182231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -182234.000000 Penalty: 2378.093994
	Iteration 24Q: 3 clusters Score -182234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -182235.656250 Penalty: 2378.093994
	Iteration 25Q: 3 clusters Score -182235.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -182237.468750 Penalty: 2378.093994
	Iteration 26Q: 3 clusters Score -182237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -182238.359375 Penalty: 2378.093994
	Iteration 27Q: 3 clusters Score -182238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -182240.171875 Penalty: 2378.093994
	Iteration 28Q: 3 clusters Score -182240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -182240.843750 Penalty: 2378.093994
	Iteration 29Q: 3 clusters Score -182240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -182240.843750 Penalty: 2378.093994
	Iteration 30F: 3 clusters Score -182240.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Entering Unmasked Estep 
Score: -1126418.750000 Penalty: 1482.954102
	Iteration 0F: 2 clusters Score -1126419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1119795.125000 Penalty: 2965.908203
	Iteration 0F: 3 clusters Score -1119795 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1121920.250000 Penalty: 2965.908203
	Iteration 1F: 3 clusters Score -1121920 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1122216.500000 Penalty: 2965.908203
	Iteration 2F: 3 clusters Score -1122216 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1122515.875000 Penalty: 2965.908203
	Iteration 3F: 3 clusters Score -1122516 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1122848.625000 Penalty: 2965.908203
	Iteration 4F: 3 clusters Score -1122849 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1123245.875000 Penalty: 2965.908203
	Iteration 5F: 3 clusters Score -1123246 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1123662.625000 Penalty: 2965.908203
	Iteration 6F: 3 clusters Score -1123663 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1124093.500000 Penalty: 2965.908203
	Iteration 7F: 3 clusters Score -1124094 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1124516.125000 Penalty: 2965.908203
	Iteration 8F: 3 clusters Score -1124516 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1124904.750000 Penalty: 2965.908203
	Iteration 9Q: 3 clusters Score -1124905 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1125203.750000 Penalty: 2965.908203
	Iteration 10Q: 3 clusters Score -1125204 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1125320.375000 Penalty: 2965.908203
	Iteration 11Q: 3 clusters Score -1125320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1125363.500000 Penalty: 2965.908203
	Iteration 12Q: 3 clusters Score -1125364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1125404.375000 Penalty: 2965.908203
	Iteration 13Q: 3 clusters Score -1125404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1125431.000000 Penalty: 2965.908203
	Iteration 14Q: 3 clusters Score -1125431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1125444.125000 Penalty: 2965.908203
	Iteration 15Q: 3 clusters Score -1125444 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1125458.375000 Penalty: 2965.908203
	Iteration 16Q: 3 clusters Score -1125458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1125463.125000 Penalty: 2965.908203
	Iteration 17Q: 3 clusters Score -1125463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1125467.625000 Penalty: 2965.908203
	Iteration 18Q: 3 clusters Score -1125468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1125473.500000 Penalty: 2965.908203
	Iteration 19Q: 3 clusters Score -1125474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1125475.750000 Penalty: 2965.908203
	Iteration 20F: 3 clusters Score -1125476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1125479.500000 Penalty: 2965.908203
	Iteration 21Q: 3 clusters Score -1125480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1125482.375000 Penalty: 2965.908203
	Iteration 22Q: 3 clusters Score -1125482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1125484.750000 Penalty: 2965.908203
	Iteration 23Q: 3 clusters Score -1125485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1125486.500000 Penalty: 2965.908203
	Iteration 24Q: 3 clusters Score -1125486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1125488.125000 Penalty: 2965.908203
	Iteration 25Q: 3 clusters Score -1125488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1125491.000000 Penalty: 2965.908203
	Iteration 26Q: 3 clusters Score -1125491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1125491.250000 Penalty: 2965.908203
	Iteration 27Q: 3 clusters Score -1125491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1125492.875000 Penalty: 2965.908203
	Iteration 28Q: 3 clusters Score -1125493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1125493.750000 Penalty: 2965.908203
	Iteration 29Q: 3 clusters Score -1125494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1125493.000000 Penalty: 2965.908203
	Iteration 30Q: 3 clusters Score -1125493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1125493.625000 Penalty: 2965.908203
	Iteration 31Q: 3 clusters Score -1125494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1125494.000000 Penalty: 2965.908203
	Iteration 32Q: 3 clusters Score -1125494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1125493.000000 Penalty: 2965.908203
	Iteration 33Q: 3 clusters Score -1125493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1125494.750000 Penalty: 2965.908203
	Iteration 34Q: 3 clusters Score -1125495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1125493.875000 Penalty: 2965.908203
	Iteration 35Q: 3 clusters Score -1125494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1125494.750000 Penalty: 2965.908203
	Iteration 36Q: 3 clusters Score -1125495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1125496.250000 Penalty: 2965.908203
	Iteration 37Q: 3 clusters Score -1125496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1125494.875000 Penalty: 2965.908203
	Iteration 38Q: 3 clusters Score -1125495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1125495.250000 Penalty: 2965.908203
	Iteration 39Q: 3 clusters Score -1125495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1125496.625000 Penalty: 2965.908203
	Iteration 40F: 3 clusters Score -1125497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1125499.000000 Penalty: 2965.908203
	Iteration 41Q: 3 clusters Score -1125499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1125499.875000 Penalty: 2965.908203
	Iteration 42Q: 3 clusters Score -1125500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1125504.125000 Penalty: 2965.908203
	Iteration 43Q: 3 clusters Score -1125504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1125506.625000 Penalty: 2965.908203
	Iteration 44Q: 3 clusters Score -1125507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1125511.625000 Penalty: 2965.908203
	Iteration 45Q: 3 clusters Score -1125512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1125511.250000 Penalty: 2965.908203
	Iteration 46Q: 3 clusters Score -1125511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1125513.250000 Penalty: 2965.908203
	Iteration 47Q: 3 clusters Score -1125513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1125512.000000 Penalty: 2965.908203
	Iteration 48Q: 3 clusters Score -1125512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1125513.500000 Penalty: 2965.908203
	Iteration 49Q: 3 clusters Score -1125514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1125513.500000 Penalty: 2965.908203
	Iteration 50Q: 3 clusters Score -1125514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1125512.750000 Penalty: 2965.908203
	Iteration 51Q: 3 clusters Score -1125513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1125516.250000 Penalty: 2965.908203
	Iteration 52Q: 3 clusters Score -1125516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1125515.500000 Penalty: 2965.908203
	Iteration 53Q: 3 clusters Score -1125516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1125516.500000 Penalty: 2965.908203
	Iteration 54Q: 3 clusters Score -1125516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1125516.125000 Penalty: 2965.908203
	Iteration 55Q: 3 clusters Score -1125516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1125516.125000 Penalty: 2965.908203
	Iteration 56F: 3 clusters Score -1125516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Entering Unmasked Estep 
Score: -2445978.250000 Penalty: 1607.338501
	Iteration 0F: 2 clusters Score -2445978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2432498.250000 Penalty: 3214.677002
	Iteration 0F: 3 clusters Score -2432498 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2437342.750000 Penalty: 3214.677002
	Iteration 1F: 3 clusters Score -2437343 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2437631.000000 Penalty: 3214.677002
	Iteration 2Q: 3 clusters Score -2437631 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2437887.500000 Penalty: 3214.677002
	Iteration 3Q: 3 clusters Score -2437888 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -2438113.500000 Penalty: 3214.677002
	Iteration 4Q: 3 clusters Score -2438114 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2438370.000000 Penalty: 3214.677002
	Iteration 5Q: 3 clusters Score -2438370 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2438698.250000 Penalty: 3214.677002
	Iteration 6Q: 3 clusters Score -2438698 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2439096.750000 Penalty: 3214.677002
	Iteration 7Q: 3 clusters Score -2439097 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2439570.500000 Penalty: 3214.677002
	Iteration 8Q: 3 clusters Score -2439570 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2440163.750000 Penalty: 3214.677002
	Iteration 9Q: 3 clusters Score -2440164 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2440834.500000 Penalty: 3214.677002
	Iteration 10F: 3 clusters Score -2440834 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2441461.500000 Penalty: 3214.677002
	Iteration 11F: 3 clusters Score -2441462 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2442026.750000 Penalty: 3214.677002
	Iteration 12Q: 3 clusters Score -2442027 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2442495.000000 Penalty: 3214.677002
	Iteration 13Q: 3 clusters Score -2442495 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2442916.250000 Penalty: 3214.677002
	Iteration 14Q: 3 clusters Score -2442916 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -2443343.500000 Penalty: 3214.677002
	Iteration 15Q: 3 clusters Score -2443344 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2443733.500000 Penalty: 3214.677002
	Iteration 16Q: 3 clusters Score -2443734 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2444067.250000 Penalty: 3214.677002
	Iteration 17Q: 3 clusters Score -2444067 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -2444318.250000 Penalty: 3214.677002
	Iteration 18Q: 3 clusters Score -2444318 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -2444514.500000 Penalty: 3214.677002
	Iteration 19Q: 3 clusters Score -2444514 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2444666.750000 Penalty: 3214.677002
	Iteration 20F: 3 clusters Score -2444667 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -2444782.250000 Penalty: 3214.677002
	Iteration 21Q: 3 clusters Score -2444782 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2444863.250000 Penalty: 3214.677002
	Iteration 22Q: 3 clusters Score -2444863 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2444930.250000 Penalty: 3214.677002
	Iteration 23Q: 3 clusters Score -2444930 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2444969.000000 Penalty: 3214.677002
	Iteration 24Q: 3 clusters Score -2444969 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2444997.000000 Penalty: 3214.677002
	Iteration 25Q: 3 clusters Score -2444997 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2445028.750000 Penalty: 3214.677002
	Iteration 26Q: 3 clusters Score -2445029 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2445056.750000 Penalty: 3214.677002
	Iteration 27Q: 3 clusters Score -2445057 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2445077.750000 Penalty: 3214.677002
	Iteration 28Q: 3 clusters Score -2445078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2445103.500000 Penalty: 3214.677002
	Iteration 29Q: 3 clusters Score -2445104 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2445119.250000 Penalty: 3214.677002
	Iteration 30Q: 3 clusters Score -2445119 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2445135.250000 Penalty: 3214.677002
	Iteration 31Q: 3 clusters Score -2445135 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2445162.000000 Penalty: 3214.677002
	Iteration 32Q: 3 clusters Score -2445162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2445178.000000 Penalty: 3214.677002
	Iteration 33Q: 3 clusters Score -2445178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2445196.250000 Penalty: 3214.677002
	Iteration 34Q: 3 clusters Score -2445196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -2445215.500000 Penalty: 3214.677002
	Iteration 35Q: 3 clusters Score -2445216 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2445245.250000 Penalty: 3214.677002
	Iteration 36Q: 3 clusters Score -2445245 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2445271.500000 Penalty: 3214.677002
	Iteration 37Q: 3 clusters Score -2445272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2445289.500000 Penalty: 3214.677002
	Iteration 38Q: 3 clusters Score -2445290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2445303.000000 Penalty: 3214.677002
	Iteration 39Q: 3 clusters Score -2445303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2445307.000000 Penalty: 3214.677002
	Iteration 40F: 3 clusters Score -2445307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2445318.500000 Penalty: 3214.677002
	Iteration 41Q: 3 clusters Score -2445318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2445332.000000 Penalty: 3214.677002
	Iteration 42Q: 3 clusters Score -2445332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2445334.500000 Penalty: 3214.677002
	Iteration 43Q: 3 clusters Score -2445334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2445342.250000 Penalty: 3214.677002
	Iteration 44Q: 3 clusters Score -2445342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2445348.250000 Penalty: 3214.677002
	Iteration 45Q: 3 clusters Score -2445348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2445350.500000 Penalty: 3214.677002
	Iteration 46Q: 3 clusters Score -2445350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2445354.250000 Penalty: 3214.677002
	Iteration 47Q: 3 clusters Score -2445354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2445356.750000 Penalty: 3214.677002
	Iteration 48Q: 3 clusters Score -2445357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2445354.500000 Penalty: 3214.677002
	Iteration 49Q: 3 clusters Score -2445354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2445356.500000 Penalty: 3214.677002
	Iteration 50Q: 3 clusters Score -2445356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2445356.000000 Penalty: 3214.677002
	Iteration 51Q: 3 clusters Score -2445356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2445356.000000 Penalty: 3214.677002
	Iteration 52F: 3 clusters Score -2445356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -235771.718750 Penalty: 1228.597656
	Iteration 0F: 2 clusters Score -235771.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -233739.031250 Penalty: 2457.195312
	Iteration 0F: 3 clusters Score -233739 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -234143.765625 Penalty: 2457.195312
	Iteration 1F: 3 clusters Score -234143.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234245.937500 Penalty: 2457.195312
	Iteration 2F: 3 clusters Score -234245.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -234318.703125 Penalty: 2457.195312
	Iteration 3Q: 3 clusters Score -234318.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -234363.890625 Penalty: 2457.195312
	Iteration 4Q: 3 clusters Score -234363.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -234392.640625 Penalty: 2457.195312
	Iteration 5Q: 3 clusters Score -234392.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -234417.343750 Penalty: 2457.195312
	Iteration 6Q: 3 clusters Score -234417.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -234444.953125 Penalty: 2457.195312
	Iteration 7Q: 3 clusters Score -234445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -234467.218750 Penalty: 2457.195312
	Iteration 8Q: 3 clusters Score -234467.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -234487.687500 Penalty: 2457.195312
	Iteration 9Q: 3 clusters Score -234487.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -234497.125000 Penalty: 2457.195312
	Iteration 10Q: 3 clusters Score -234497.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -234501.406250 Penalty: 2457.195312
	Iteration 11Q: 3 clusters Score -234501.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -234506.546875 Penalty: 2457.195312
	Iteration 12Q: 3 clusters Score -234506.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -234509.125000 Penalty: 2457.195312
	Iteration 13Q: 3 clusters Score -234509.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -234512.078125 Penalty: 2457.195312
	Iteration 14Q: 3 clusters Score -234512.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -234518.359375 Penalty: 2457.195312
	Iteration 15Q: 3 clusters Score -234518.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -234524.109375 Penalty: 2457.195312
	Iteration 16Q: 3 clusters Score -234524.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -234527.484375 Penalty: 2457.195312
	Iteration 17Q: 3 clusters Score -234527.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -234530.000000 Penalty: 2457.195312
	Iteration 18Q: 3 clusters Score -234530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -234531.046875 Penalty: 2457.195312
	Iteration 19Q: 3 clusters Score -234531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -234532.062500 Penalty: 2457.195312
	Iteration 20F: 3 clusters Score -234532.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -234532.828125 Penalty: 2457.195312
	Iteration 21Q: 3 clusters Score -234532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -234533.671875 Penalty: 2457.195312
	Iteration 22Q: 3 clusters Score -234533.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -234534.281250 Penalty: 2457.195312
	Iteration 23Q: 3 clusters Score -234534.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -234534.484375 Penalty: 2457.195312
	Iteration 24Q: 3 clusters Score -234534.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -234534.484375 Penalty: 2457.195312
	Iteration 25F: 3 clusters Score -234534.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Entering Unmasked Estep 
Score: -231297.828125 Penalty: 1228.428345
	Iteration 0F: 2 clusters Score -231297.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229268.312500 Penalty: 2456.856689
	Iteration 0F: 3 clusters Score -229268.3 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -229676.390625 Penalty: 2456.856689
	Iteration 1F: 3 clusters Score -229676.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -229772.843750 Penalty: 2456.856689
	Iteration 2F: 3 clusters Score -229772.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -229830.656250 Penalty: 2456.856689
	Iteration 3Q: 3 clusters Score -229830.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -229857.531250 Penalty: 2456.856689
	Iteration 4Q: 3 clusters Score -229857.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -229879.843750 Penalty: 2456.856689
	Iteration 5Q: 3 clusters Score -229879.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -229902.343750 Penalty: 2456.856689
	Iteration 6Q: 3 clusters Score -229902.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -229929.562500 Penalty: 2456.856689
	Iteration 7Q: 3 clusters Score -229929.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -229953.406250 Penalty: 2456.856689
	Iteration 8Q: 3 clusters Score -229953.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -229974.593750 Penalty: 2456.856689
	Iteration 9Q: 3 clusters Score -229974.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -229985.500000 Penalty: 2456.856689
	Iteration 10Q: 3 clusters Score -229985.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -229996.078125 Penalty: 2456.856689
	Iteration 11Q: 3 clusters Score -229996.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -230005.187500 Penalty: 2456.856689
	Iteration 12Q: 3 clusters Score -230005.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -230016.093750 Penalty: 2456.856689
	Iteration 13Q: 3 clusters Score -230016.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -230021.531250 Penalty: 2456.856689
	Iteration 14Q: 3 clusters Score -230021.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -230026.656250 Penalty: 2456.856689
	Iteration 15Q: 3 clusters Score -230026.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -230032.687500 Penalty: 2456.856689
	Iteration 16Q: 3 clusters Score -230032.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -230038.296875 Penalty: 2456.856689
	Iteration 17Q: 3 clusters Score -230038.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -230042.359375 Penalty: 2456.856689
	Iteration 18Q: 3 clusters Score -230042.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -230044.062500 Penalty: 2456.856689
	Iteration 19Q: 3 clusters Score -230044.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -230046.437500 Penalty: 2456.856689
	Iteration 20F: 3 clusters Score -230046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -230048.656250 Penalty: 2456.856689
	Iteration 21Q: 3 clusters Score -230048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -230049.359375 Penalty: 2456.856689
	Iteration 22Q: 3 clusters Score -230049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -230050.562500 Penalty: 2456.856689
	Iteration 23Q: 3 clusters Score -230050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -230051.875000 Penalty: 2456.856689
	Iteration 24Q: 3 clusters Score -230051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -230052.359375 Penalty: 2456.856689
	Iteration 25Q: 3 clusters Score -230052.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -230053.265625 Penalty: 2456.856689
	Iteration 26Q: 3 clusters Score -230053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -230053.296875 Penalty: 2456.856689
	Iteration 27Q: 3 clusters Score -230053.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -230054.046875 Penalty: 2456.856689
	Iteration 28Q: 3 clusters Score -230054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -230054.515625 Penalty: 2456.856689
	Iteration 29Q: 3 clusters Score -230054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -230054.515625 Penalty: 2456.856689
	Iteration 30Q: 3 clusters Score -230054.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -230054.828125 Penalty: 2456.856689
	Iteration 31Q: 3 clusters Score -230054.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -230055.093750 Penalty: 2456.856689
	Iteration 32Q: 3 clusters Score -230055.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -230055.531250 Penalty: 2456.856689
	Iteration 33Q: 3 clusters Score -230055.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -230055.546875 Penalty: 2456.856689
	Iteration 34Q: 3 clusters Score -230055.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -230055.546875 Penalty: 2456.856689
	Iteration 35F: 3 clusters Score -230055.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -144923.703125 Penalty: 1148.716309
	Iteration 0F: 2 clusters Score -144923.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -143354.875000 Penalty: 2297.432617
	Iteration 0F: 3 clusters Score -143354.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -143618.000000 Penalty: 2297.432617
	Iteration 1F: 3 clusters Score -143618 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143690.984375 Penalty: 2297.432617
	Iteration 2F: 3 clusters Score -143691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143736.062500 Penalty: 2297.432617
	Iteration 3Q: 3 clusters Score -143736.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -143766.875000 Penalty: 2297.432617
	Iteration 4Q: 3 clusters Score -143766.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -143784.031250 Penalty: 2297.432617
	Iteration 5Q: 3 clusters Score -143784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -143800.781250 Penalty: 2297.432617
	Iteration 6Q: 3 clusters Score -143800.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -143814.343750 Penalty: 2297.432617
	Iteration 7Q: 3 clusters Score -143814.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -143821.312500 Penalty: 2297.432617
	Iteration 8Q: 3 clusters Score -143821.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -143831.406250 Penalty: 2297.432617
	Iteration 9Q: 3 clusters Score -143831.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -143839.187500 Penalty: 2297.432617
	Iteration 10Q: 3 clusters Score -143839.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -143846.578125 Penalty: 2297.432617
	Iteration 11Q: 3 clusters Score -143846.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -143856.171875 Penalty: 2297.432617
	Iteration 12Q: 3 clusters Score -143856.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -143859.187500 Penalty: 2297.432617
	Iteration 13Q: 3 clusters Score -143859.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -143861.906250 Penalty: 2297.432617
	Iteration 14Q: 3 clusters Score -143861.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -143862.953125 Penalty: 2297.432617
	Iteration 15Q: 3 clusters Score -143863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -143865.734375 Penalty: 2297.432617
	Iteration 16Q: 3 clusters Score -143865.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -143869.734375 Penalty: 2297.432617
	Iteration 17Q: 3 clusters Score -143869.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -143872.906250 Penalty: 2297.432617
	Iteration 18Q: 3 clusters Score -143872.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -143876.765625 Penalty: 2297.432617
	Iteration 19Q: 3 clusters Score -143876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -143879.171875 Penalty: 2297.432617
	Iteration 20F: 3 clusters Score -143879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -143880.265625 Penalty: 2297.432617
	Iteration 21Q: 3 clusters Score -143880.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143883.562500 Penalty: 2297.432617
	Iteration 22Q: 3 clusters Score -143883.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143884.406250 Penalty: 2297.432617
	Iteration 23Q: 3 clusters Score -143884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -143885.500000 Penalty: 2297.432617
	Iteration 24Q: 3 clusters Score -143885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -143888.328125 Penalty: 2297.432617
	Iteration 25Q: 3 clusters Score -143888.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -143889.765625 Penalty: 2297.432617
	Iteration 26Q: 3 clusters Score -143889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -143892.140625 Penalty: 2297.432617
	Iteration 27Q: 3 clusters Score -143892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -143893.781250 Penalty: 2297.432617
	Iteration 28Q: 3 clusters Score -143893.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -143893.781250 Penalty: 2297.432617
	Iteration 29F: 3 clusters Score -143893.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Entering Unmasked Estep 
Score: -3550426.500000 Penalty: 1666.886841
	Iteration 0F: 2 clusters Score -3550426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -3531318.750000 Penalty: 3333.773682
	Iteration 0F: 3 clusters Score -3531319 nChanged 13003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3538121.000000 Penalty: 3333.773682
	Iteration 1F: 3 clusters Score -3538121 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -3538385.000000 Penalty: 3333.773682
	Iteration 2Q: 3 clusters Score -3538385 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3538604.500000 Penalty: 3333.773682
	Iteration 3Q: 3 clusters Score -3538604 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -3538818.250000 Penalty: 3333.773682
	Iteration 4Q: 3 clusters Score -3538818 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3539042.750000 Penalty: 3333.773682
	Iteration 5Q: 3 clusters Score -3539043 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3539292.500000 Penalty: 3333.773682
	Iteration 6Q: 3 clusters Score -3539292 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -3539579.250000 Penalty: 3333.773682
	Iteration 7Q: 3 clusters Score -3539579 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3539948.750000 Penalty: 3333.773682
	Iteration 8Q: 3 clusters Score -3539949 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -3540492.250000 Penalty: 3333.773682
	Iteration 9Q: 3 clusters Score -3540492 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -3541256.500000 Penalty: 3333.773682
	Iteration 10F: 3 clusters Score -3541256 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -3542385.750000 Penalty: 3333.773682
	Iteration 11F: 3 clusters Score -3542386 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -3543715.250000 Penalty: 3333.773682
	Iteration 12F: 3 clusters Score -3543715 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3545056.500000 Penalty: 3333.773682
	Iteration 13F: 3 clusters Score -3545056 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -3546231.000000 Penalty: 3333.773682
	Iteration 14Q: 3 clusters Score -3546231 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 25687 members 
Entering Unmasked Estep 
Score: -3547103.750000 Penalty: 3333.773682
	Iteration 15Q: 3 clusters Score -3547104 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -3547713.500000 Penalty: 3333.773682
	Iteration 16Q: 3 clusters Score -3547714 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -3548109.250000 Penalty: 3333.773682
	Iteration 17Q: 3 clusters Score -3548109 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3548357.250000 Penalty: 3333.773682
	Iteration 18Q: 3 clusters Score -3548357 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3548509.000000 Penalty: 3333.773682
	Iteration 19Q: 3 clusters Score -3548509 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3548599.000000 Penalty: 3333.773682
	Iteration 20F: 3 clusters Score -3548599 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3548663.250000 Penalty: 3333.773682
	Iteration 21Q: 3 clusters Score -3548663 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -3548717.000000 Penalty: 3333.773682
	Iteration 22Q: 3 clusters Score -3548717 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -3548753.750000 Penalty: 3333.773682
	Iteration 23Q: 3 clusters Score -3548754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3548786.250000 Penalty: 3333.773682
	Iteration 24Q: 3 clusters Score -3548786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3548818.750000 Penalty: 3333.773682
	Iteration 25Q: 3 clusters Score -3548819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -3548838.250000 Penalty: 3333.773682
	Iteration 26Q: 3 clusters Score -3548838 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -3548853.000000 Penalty: 3333.773682
	Iteration 27Q: 3 clusters Score -3548853 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -3548876.750000 Penalty: 3333.773682
	Iteration 28Q: 3 clusters Score -3548877 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -3548889.500000 Penalty: 3333.773682
	Iteration 29Q: 3 clusters Score -3548890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -3548895.500000 Penalty: 3333.773682
	Iteration 30Q: 3 clusters Score -3548896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -3548909.500000 Penalty: 3333.773682
	Iteration 31Q: 3 clusters Score -3548910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -3548910.750000 Penalty: 3333.773682
	Iteration 32Q: 3 clusters Score -3548911 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -3548915.250000 Penalty: 3333.773682
	Iteration 33Q: 3 clusters Score -3548915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28039 members 
Entering Unmasked Estep 
Score: -3548921.000000 Penalty: 3333.773682
	Iteration 34Q: 3 clusters Score -3548921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -3548928.250000 Penalty: 3333.773682
	Iteration 35Q: 3 clusters Score -3548928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 28046 members 
Entering Unmasked Estep 
Score: -3548926.000000 Penalty: 3333.773682
	Iteration 36Q: 3 clusters Score -3548926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -3548922.000000 Penalty: 3333.773682
	Iteration 37Q: 3 clusters Score -3548922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -3548931.250000 Penalty: 3333.773682
	Iteration 38Q: 3 clusters Score -3548931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -3548937.500000 Penalty: 3333.773682
	Iteration 39Q: 3 clusters Score -3548938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -3548937.750000 Penalty: 3333.773682
	Iteration 40F: 3 clusters Score -3548938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -3548944.250000 Penalty: 3333.773682
	Iteration 41Q: 3 clusters Score -3548944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -3548948.500000 Penalty: 3333.773682
	Iteration 42Q: 3 clusters Score -3548948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -3548951.000000 Penalty: 3333.773682
	Iteration 43Q: 3 clusters Score -3548951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3548947.000000 Penalty: 3333.773682
	Iteration 44Q: 3 clusters Score -3548947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3548949.250000 Penalty: 3333.773682
	Iteration 45Q: 3 clusters Score -3548949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -3548950.000000 Penalty: 3333.773682
	Iteration 46Q: 3 clusters Score -3548950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -3548950.000000 Penalty: 3333.773682
	Iteration 47Q: 3 clusters Score -3548950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 28081 members 
Entering Unmasked Estep 
Score: -3548956.000000 Penalty: 3333.773682
	Iteration 48Q: 3 clusters Score -3548956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -3548954.750000 Penalty: 3333.773682
	Iteration 49Q: 3 clusters Score -3548955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3548957.250000 Penalty: 3333.773682
	Iteration 50Q: 3 clusters Score -3548957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3548957.250000 Penalty: 3333.773682
	Iteration 51Q: 3 clusters Score -3548957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -3548957.000000 Penalty: 3333.773682
	Iteration 52Q: 3 clusters Score -3548957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -3548965.000000 Penalty: 3333.773682
	Iteration 53Q: 3 clusters Score -3548965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -3548960.750000 Penalty: 3333.773682
	Iteration 54Q: 3 clusters Score -3548961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -3548958.000000 Penalty: 3333.773682
	Iteration 55Q: 3 clusters Score -3548958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -3548958.000000 Penalty: 3333.773682
	Iteration 56F: 3 clusters Score -3548958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Entering Unmasked Estep 
Score: -588876.625000 Penalty: 1384.918945
	Iteration 0F: 2 clusters Score -588876.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -584913.437500 Penalty: 2769.837891
	Iteration 0F: 3 clusters Score -584913.4 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -586191.750000 Penalty: 2769.837891
	Iteration 1F: 3 clusters Score -586191.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -586435.062500 Penalty: 2769.837891
	Iteration 2F: 3 clusters Score -586435.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -586603.437500 Penalty: 2769.837891
	Iteration 3F: 3 clusters Score -586603.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -586727.875000 Penalty: 2769.837891
	Iteration 4Q: 3 clusters Score -586727.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -586826.062500 Penalty: 2769.837891
	Iteration 5Q: 3 clusters Score -586826.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -586926.875000 Penalty: 2769.837891
	Iteration 6Q: 3 clusters Score -586926.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -587014.562500 Penalty: 2769.837891
	Iteration 7Q: 3 clusters Score -587014.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -587092.062500 Penalty: 2769.837891
	Iteration 8Q: 3 clusters Score -587092.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -587155.750000 Penalty: 2769.837891
	Iteration 9Q: 3 clusters Score -587155.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -587200.312500 Penalty: 2769.837891
	Iteration 10Q: 3 clusters Score -587200.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -587232.937500 Penalty: 2769.837891
	Iteration 11Q: 3 clusters Score -587232.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -587264.500000 Penalty: 2769.837891
	Iteration 12Q: 3 clusters Score -587264.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -587294.625000 Penalty: 2769.837891
	Iteration 13Q: 3 clusters Score -587294.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -587319.062500 Penalty: 2769.837891
	Iteration 14Q: 3 clusters Score -587319.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -587336.562500 Penalty: 2769.837891
	Iteration 15Q: 3 clusters Score -587336.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -587348.750000 Penalty: 2769.837891
	Iteration 16Q: 3 clusters Score -587348.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -587358.250000 Penalty: 2769.837891
	Iteration 17Q: 3 clusters Score -587358.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -587369.375000 Penalty: 2769.837891
	Iteration 18Q: 3 clusters Score -587369.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -587382.750000 Penalty: 2769.837891
	Iteration 19Q: 3 clusters Score -587382.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -587397.375000 Penalty: 2769.837891
	Iteration 20F: 3 clusters Score -587397.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -587408.062500 Penalty: 2769.837891
	Iteration 21Q: 3 clusters Score -587408.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -587421.937500 Penalty: 2769.837891
	Iteration 22Q: 3 clusters Score -587421.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -587444.125000 Penalty: 2769.837891
	Iteration 23Q: 3 clusters Score -587444.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -587470.125000 Penalty: 2769.837891
	Iteration 24Q: 3 clusters Score -587470.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -587492.500000 Penalty: 2769.837891
	Iteration 25Q: 3 clusters Score -587492.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -587524.187500 Penalty: 2769.837891
	Iteration 26Q: 3 clusters Score -587524.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -587560.625000 Penalty: 2769.837891
	Iteration 27Q: 3 clusters Score -587560.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -587588.562500 Penalty: 2769.837891
	Iteration 28Q: 3 clusters Score -587588.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -587609.937500 Penalty: 2769.837891
	Iteration 29Q: 3 clusters Score -587609.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -587626.500000 Penalty: 2769.837891
	Iteration 30Q: 3 clusters Score -587626.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -587641.187500 Penalty: 2769.837891
	Iteration 31Q: 3 clusters Score -587641.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -587657.937500 Penalty: 2769.837891
	Iteration 32Q: 3 clusters Score -587657.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -587673.187500 Penalty: 2769.837891
	Iteration 33Q: 3 clusters Score -587673.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -587688.937500 Penalty: 2769.837891
	Iteration 34Q: 3 clusters Score -587688.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -587705.562500 Penalty: 2769.837891
	Iteration 35Q: 3 clusters Score -587705.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -587721.250000 Penalty: 2769.837891
	Iteration 36Q: 3 clusters Score -587721.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -587741.812500 Penalty: 2769.837891
	Iteration 37Q: 3 clusters Score -587741.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -587753.312500 Penalty: 2769.837891
	Iteration 38Q: 3 clusters Score -587753.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -587765.437500 Penalty: 2769.837891
	Iteration 39Q: 3 clusters Score -587765.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -587774.937500 Penalty: 2769.837891
	Iteration 40F: 3 clusters Score -587774.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -587786.875000 Penalty: 2769.837891
	Iteration 41Q: 3 clusters Score -587786.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -587796.750000 Penalty: 2769.837891
	Iteration 42Q: 3 clusters Score -587796.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -587805.625000 Penalty: 2769.837891
	Iteration 43Q: 3 clusters Score -587805.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -587812.000000 Penalty: 2769.837891
	Iteration 44Q: 3 clusters Score -587812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -587816.750000 Penalty: 2769.837891
	Iteration 45Q: 3 clusters Score -587816.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -587820.500000 Penalty: 2769.837891
	Iteration 46Q: 3 clusters Score -587820.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -587823.437500 Penalty: 2769.837891
	Iteration 47Q: 3 clusters Score -587823.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -587828.375000 Penalty: 2769.837891
	Iteration 48Q: 3 clusters Score -587828.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -587831.062500 Penalty: 2769.837891
	Iteration 49Q: 3 clusters Score -587831.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -587836.125000 Penalty: 2769.837891
	Iteration 50Q: 3 clusters Score -587836.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -587840.812500 Penalty: 2769.837891
	Iteration 51Q: 3 clusters Score -587840.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -587843.500000 Penalty: 2769.837891
	Iteration 52Q: 3 clusters Score -587843.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -587845.750000 Penalty: 2769.837891
	Iteration 53Q: 3 clusters Score -587845.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -587846.375000 Penalty: 2769.837891
	Iteration 54Q: 3 clusters Score -587846.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -587848.312500 Penalty: 2769.837891
	Iteration 55Q: 3 clusters Score -587848.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -587849.437500 Penalty: 2769.837891
	Iteration 56Q: 3 clusters Score -587849.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -587849.937500 Penalty: 2769.837891
	Iteration 57Q: 3 clusters Score -587849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -587851.500000 Penalty: 2769.837891
	Iteration 58Q: 3 clusters Score -587851.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -587852.125000 Penalty: 2769.837891
	Iteration 59Q: 3 clusters Score -587852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -587853.312500 Penalty: 2769.837891
	Iteration 60F: 3 clusters Score -587853.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -587855.750000 Penalty: 2769.837891
	Iteration 61Q: 3 clusters Score -587855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -587855.312500 Penalty: 2769.837891
	Iteration 62Q: 3 clusters Score -587855.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -587858.375000 Penalty: 2769.837891
	Iteration 63Q: 3 clusters Score -587858.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -587862.062500 Penalty: 2769.837891
	Iteration 64Q: 3 clusters Score -587862.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -587866.062500 Penalty: 2769.837891
	Iteration 65Q: 3 clusters Score -587866.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -587868.812500 Penalty: 2769.837891
	Iteration 66Q: 3 clusters Score -587868.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -587869.312500 Penalty: 2769.837891
	Iteration 67Q: 3 clusters Score -587869.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -587871.437500 Penalty: 2769.837891
	Iteration 68Q: 3 clusters Score -587871.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -587874.875000 Penalty: 2769.837891
	Iteration 69Q: 3 clusters Score -587874.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -587881.375000 Penalty: 2769.837891
	Iteration 70Q: 3 clusters Score -587881.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -587886.000000 Penalty: 2769.837891
	Iteration 71Q: 3 clusters Score -587886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -587888.937500 Penalty: 2769.837891
	Iteration 72Q: 3 clusters Score -587888.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -587891.000000 Penalty: 2769.837891
	Iteration 73Q: 3 clusters Score -587891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -587892.000000 Penalty: 2769.837891
	Iteration 74Q: 3 clusters Score -587892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -587893.437500 Penalty: 2769.837891
	Iteration 75Q: 3 clusters Score -587893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -587893.812500 Penalty: 2769.837891
	Iteration 76Q: 3 clusters Score -587893.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -587895.687500 Penalty: 2769.837891
	Iteration 77Q: 3 clusters Score -587895.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -587897.250000 Penalty: 2769.837891
	Iteration 78Q: 3 clusters Score -587897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -587898.750000 Penalty: 2769.837891
	Iteration 79Q: 3 clusters Score -587898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -587899.437500 Penalty: 2769.837891
	Iteration 80F: 3 clusters Score -587899.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -587901.500000 Penalty: 2769.837891
	Iteration 81Q: 3 clusters Score -587901.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -587902.687500 Penalty: 2769.837891
	Iteration 82Q: 3 clusters Score -587902.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -587904.500000 Penalty: 2769.837891
	Iteration 83Q: 3 clusters Score -587904.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -587906.187500 Penalty: 2769.837891
	Iteration 84Q: 3 clusters Score -587906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -587906.687500 Penalty: 2769.837891
	Iteration 85Q: 3 clusters Score -587906.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -587905.625000 Penalty: 2769.837891
	Iteration 86Q: 3 clusters Score -587905.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -587905.625000 Penalty: 2769.837891
	Iteration 87F: 3 clusters Score -587905.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Entering Unmasked Estep 
Score: -775280.812500 Penalty: 1419.549072
	Iteration 0F: 2 clusters Score -775280.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -770531.250000 Penalty: 2839.098145
	Iteration 0F: 3 clusters Score -770531.2 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -771912.312500 Penalty: 2839.098145
	Iteration 1F: 3 clusters Score -771912.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -772094.375000 Penalty: 2839.098145
	Iteration 2F: 3 clusters Score -772094.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -772229.500000 Penalty: 2839.098145
	Iteration 3Q: 3 clusters Score -772229.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -772353.062500 Penalty: 2839.098145
	Iteration 4Q: 3 clusters Score -772353.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -772459.187500 Penalty: 2839.098145
	Iteration 5Q: 3 clusters Score -772459.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -772548.562500 Penalty: 2839.098145
	Iteration 6Q: 3 clusters Score -772548.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -772637.937500 Penalty: 2839.098145
	Iteration 7Q: 3 clusters Score -772637.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -772745.062500 Penalty: 2839.098145
	Iteration 8Q: 3 clusters Score -772745.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -772843.625000 Penalty: 2839.098145
	Iteration 9Q: 3 clusters Score -772843.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -772929.187500 Penalty: 2839.098145
	Iteration 10Q: 3 clusters Score -772929.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -773018.312500 Penalty: 2839.098145
	Iteration 11Q: 3 clusters Score -773018.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -773128.312500 Penalty: 2839.098145
	Iteration 12Q: 3 clusters Score -773128.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -773247.437500 Penalty: 2839.098145
	Iteration 13Q: 3 clusters Score -773247.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -773380.625000 Penalty: 2839.098145
	Iteration 14Q: 3 clusters Score -773380.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -773503.750000 Penalty: 2839.098145
	Iteration 15Q: 3 clusters Score -773503.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -773620.625000 Penalty: 2839.098145
	Iteration 16Q: 3 clusters Score -773620.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -773715.250000 Penalty: 2839.098145
	Iteration 17Q: 3 clusters Score -773715.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -773801.125000 Penalty: 2839.098145
	Iteration 18Q: 3 clusters Score -773801.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -773869.750000 Penalty: 2839.098145
	Iteration 19Q: 3 clusters Score -773869.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -773938.312500 Penalty: 2839.098145
	Iteration 20F: 3 clusters Score -773938.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -773995.812500 Penalty: 2839.098145
	Iteration 21Q: 3 clusters Score -773995.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -774039.812500 Penalty: 2839.098145
	Iteration 22Q: 3 clusters Score -774039.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -774064.312500 Penalty: 2839.098145
	Iteration 23Q: 3 clusters Score -774064.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -774083.687500 Penalty: 2839.098145
	Iteration 24Q: 3 clusters Score -774083.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -774098.875000 Penalty: 2839.098145
	Iteration 25Q: 3 clusters Score -774098.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -774109.562500 Penalty: 2839.098145
	Iteration 26Q: 3 clusters Score -774109.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -774118.000000 Penalty: 2839.098145
	Iteration 27Q: 3 clusters Score -774118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -774127.500000 Penalty: 2839.098145
	Iteration 28Q: 3 clusters Score -774127.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -774138.000000 Penalty: 2839.098145
	Iteration 29Q: 3 clusters Score -774138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -774153.375000 Penalty: 2839.098145
	Iteration 30Q: 3 clusters Score -774153.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -774171.062500 Penalty: 2839.098145
	Iteration 31Q: 3 clusters Score -774171.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -774188.812500 Penalty: 2839.098145
	Iteration 32Q: 3 clusters Score -774188.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -774195.000000 Penalty: 2839.098145
	Iteration 33Q: 3 clusters Score -774195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -774197.875000 Penalty: 2839.098145
	Iteration 34Q: 3 clusters Score -774197.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -774202.562500 Penalty: 2839.098145
	Iteration 35Q: 3 clusters Score -774202.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -774205.812500 Penalty: 2839.098145
	Iteration 36Q: 3 clusters Score -774205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -774208.437500 Penalty: 2839.098145
	Iteration 37Q: 3 clusters Score -774208.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -774211.750000 Penalty: 2839.098145
	Iteration 38Q: 3 clusters Score -774211.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -774214.250000 Penalty: 2839.098145
	Iteration 39Q: 3 clusters Score -774214.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -774214.250000 Penalty: 2839.098145
	Iteration 40F: 3 clusters Score -774214.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Entering Unmasked Estep 
Score: -244281.390625 Penalty: 1247.878296
	Iteration 0F: 2 clusters Score -244281.4 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 1091 members 
Entering Unmasked Estep 
Score: -242097.703125 Penalty: 2495.756592
	Iteration 0F: 3 clusters Score -242097.7 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -242689.890625 Penalty: 2495.756592
	Iteration 1F: 3 clusters Score -242689.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -242937.953125 Penalty: 2495.756592
	Iteration 2F: 3 clusters Score -242938 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -243092.734375 Penalty: 2495.756592
	Iteration 3F: 3 clusters Score -243092.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -243216.937500 Penalty: 2495.756592
	Iteration 4F: 3 clusters Score -243216.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -243300.921875 Penalty: 2495.756592
	Iteration 5Q: 3 clusters Score -243300.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -243366.890625 Penalty: 2495.756592
	Iteration 6Q: 3 clusters Score -243366.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -243432.156250 Penalty: 2495.756592
	Iteration 7Q: 3 clusters Score -243432.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -243500.062500 Penalty: 2495.756592
	Iteration 8Q: 3 clusters Score -243500.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -243542.187500 Penalty: 2495.756592
	Iteration 9Q: 3 clusters Score -243542.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -243587.640625 Penalty: 2495.756592
	Iteration 10Q: 3 clusters Score -243587.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -243627.171875 Penalty: 2495.756592
	Iteration 11Q: 3 clusters Score -243627.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -243655.593750 Penalty: 2495.756592
	Iteration 12Q: 3 clusters Score -243655.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -243679.484375 Penalty: 2495.756592
	Iteration 13Q: 3 clusters Score -243679.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -243699.406250 Penalty: 2495.756592
	Iteration 14Q: 3 clusters Score -243699.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -243719.156250 Penalty: 2495.756592
	Iteration 15Q: 3 clusters Score -243719.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -243732.890625 Penalty: 2495.756592
	Iteration 16Q: 3 clusters Score -243732.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -243745.953125 Penalty: 2495.756592
	Iteration 17Q: 3 clusters Score -243746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -243758.750000 Penalty: 2495.756592
	Iteration 18Q: 3 clusters Score -243758.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -243768.687500 Penalty: 2495.756592
	Iteration 19Q: 3 clusters Score -243768.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -243777.125000 Penalty: 2495.756592
	Iteration 20F: 3 clusters Score -243777.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -243782.828125 Penalty: 2495.756592
	Iteration 21Q: 3 clusters Score -243782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -243784.609375 Penalty: 2495.756592
	Iteration 22Q: 3 clusters Score -243784.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -243784.828125 Penalty: 2495.756592
	Iteration 23Q: 3 clusters Score -243784.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -243784.828125 Penalty: 2495.756592
	Iteration 24F: 3 clusters Score -243784.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (73681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73681 members 
Entering Unmasked Estep 
Score: -9109415.000000 Penalty: 1821.218872
	Iteration 0F: 2 clusters Score -9109415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -9060522.000000 Penalty: 3642.437744
	Iteration 0F: 3 clusters Score -9060522 nChanged 35016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -9080669.000000 Penalty: 3642.437744
	Iteration 1F: 3 clusters Score -9080669 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -9081337.000000 Penalty: 3642.437744
	Iteration 2Q: 3 clusters Score -9081337 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -9082057.000000 Penalty: 3642.437744
	Iteration 3Q: 3 clusters Score -9082057 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -9083061.000000 Penalty: 3642.437744
	Iteration 4Q: 3 clusters Score -9083061 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -9084442.000000 Penalty: 3642.437744
	Iteration 5Q: 3 clusters Score -9084442 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -9086356.000000 Penalty: 3642.437744
	Iteration 6F: 3 clusters Score -9086356 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -9088994.000000 Penalty: 3642.437744
	Iteration 7F: 3 clusters Score -9088994 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53024 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -9092464.000000 Penalty: 3642.437744
	Iteration 8F: 3 clusters Score -9092464 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -9095916.000000 Penalty: 3642.437744
	Iteration 9F: 3 clusters Score -9095916 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59385 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -9098485.000000 Penalty: 3642.437744
	Iteration 10Q: 3 clusters Score -9098485 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61638 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -9100225.000000 Penalty: 3642.437744
	Iteration 11Q: 3 clusters Score -9100225 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63566 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -9101398.000000 Penalty: 3642.437744
	Iteration 12Q: 3 clusters Score -9101398 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -9102387.000000 Penalty: 3642.437744
	Iteration 13Q: 3 clusters Score -9102387 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66777 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -9103274.000000 Penalty: 3642.437744
	Iteration 14Q: 3 clusters Score -9103274 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68150 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -9104220.000000 Penalty: 3642.437744
	Iteration 15Q: 3 clusters Score -9104220 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69380 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -9105075.000000 Penalty: 3642.437744
	Iteration 16Q: 3 clusters Score -9105075 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70481 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -9105849.000000 Penalty: 3642.437744
	Iteration 17Q: 3 clusters Score -9105849 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -9106443.000000 Penalty: 3642.437744
	Iteration 18Q: 3 clusters Score -9106443 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -9106951.000000 Penalty: 3642.437744
	Iteration 19Q: 3 clusters Score -9106951 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9107276.000000 Penalty: 3642.437744
	Iteration 20F: 3 clusters Score -9107276 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9107479.000000 Penalty: 3642.437744
	Iteration 21Q: 3 clusters Score -9107479 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73067 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9107619.000000 Penalty: 3642.437744
	Iteration 22Q: 3 clusters Score -9107619 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73194 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9107713.000000 Penalty: 3642.437744
	Iteration 23Q: 3 clusters Score -9107713 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -9107769.000000 Penalty: 3642.437744
	Iteration 24Q: 3 clusters Score -9107769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73288 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9107797.000000 Penalty: 3642.437744
	Iteration 25Q: 3 clusters Score -9107797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73319 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9107826.000000 Penalty: 3642.437744
	Iteration 26Q: 3 clusters Score -9107826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73331 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9107835.000000 Penalty: 3642.437744
	Iteration 27Q: 3 clusters Score -9107835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73338 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9107845.000000 Penalty: 3642.437744
	Iteration 28Q: 3 clusters Score -9107845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73343 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9107846.000000 Penalty: 3642.437744
	Iteration 29Q: 3 clusters Score -9107846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73347 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9107850.000000 Penalty: 3642.437744
	Iteration 30Q: 3 clusters Score -9107850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73350 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9107860.000000 Penalty: 3642.437744
	Iteration 31Q: 3 clusters Score -9107860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9107853.000000 Penalty: 3642.437744
	Iteration 32Q: 3 clusters Score -9107853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9107852.000000 Penalty: 3642.437744
	Iteration 33Q: 3 clusters Score -9107852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73360 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9107852.000000 Penalty: 3642.437744
	Iteration 34F: 3 clusters Score -9107852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Entering Unmasked Estep 
Score: -120645.226562 Penalty: 1128.257446
	Iteration 0F: 2 clusters Score -120645.2 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 503 members 
Entering Unmasked Estep 
Score: -119184.187500 Penalty: 2256.514893
	Iteration 0F: 3 clusters Score -119184.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119450.851562 Penalty: 2256.514893
	Iteration 1F: 3 clusters Score -119450.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119524.632812 Penalty: 2256.514893
	Iteration 2F: 3 clusters Score -119524.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -119567.929688 Penalty: 2256.514893
	Iteration 3Q: 3 clusters Score -119567.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -119600.828125 Penalty: 2256.514893
	Iteration 4Q: 3 clusters Score -119600.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -119624.695312 Penalty: 2256.514893
	Iteration 5Q: 3 clusters Score -119624.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -119647.296875 Penalty: 2256.514893
	Iteration 6Q: 3 clusters Score -119647.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119670.531250 Penalty: 2256.514893
	Iteration 7Q: 3 clusters Score -119670.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -119692.195312 Penalty: 2256.514893
	Iteration 8Q: 3 clusters Score -119692.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -119713.523438 Penalty: 2256.514893
	Iteration 9Q: 3 clusters Score -119713.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -119730.976562 Penalty: 2256.514893
	Iteration 10Q: 3 clusters Score -119731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -119746.984375 Penalty: 2256.514893
	Iteration 11Q: 3 clusters Score -119747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -119757.835938 Penalty: 2256.514893
	Iteration 12Q: 3 clusters Score -119757.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -119766.015625 Penalty: 2256.514893
	Iteration 13Q: 3 clusters Score -119766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -119769.429688 Penalty: 2256.514893
	Iteration 14Q: 3 clusters Score -119769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119772.289062 Penalty: 2256.514893
	Iteration 15Q: 3 clusters Score -119772.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119772.289062 Penalty: 2256.514893
	Iteration 16F: 3 clusters Score -119772.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Entering Unmasked Estep 
Score: -215198.437500 Penalty: 1216.847778
	Iteration 0F: 2 clusters Score -215198.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -213236.218750 Penalty: 2433.695557
	Iteration 0F: 3 clusters Score -213236.2 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -213668.531250 Penalty: 2433.695557
	Iteration 1F: 3 clusters Score -213668.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -213752.109375 Penalty: 2433.695557
	Iteration 2F: 3 clusters Score -213752.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -213805.062500 Penalty: 2433.695557
	Iteration 3Q: 3 clusters Score -213805.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -213845.218750 Penalty: 2433.695557
	Iteration 4Q: 3 clusters Score -213845.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -213884.390625 Penalty: 2433.695557
	Iteration 5Q: 3 clusters Score -213884.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -213920.328125 Penalty: 2433.695557
	Iteration 6Q: 3 clusters Score -213920.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -213946.265625 Penalty: 2433.695557
	Iteration 7Q: 3 clusters Score -213946.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -213970.796875 Penalty: 2433.695557
	Iteration 8Q: 3 clusters Score -213970.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -213988.609375 Penalty: 2433.695557
	Iteration 9Q: 3 clusters Score -213988.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -214005.578125 Penalty: 2433.695557
	Iteration 10Q: 3 clusters Score -214005.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -214020.937500 Penalty: 2433.695557
	Iteration 11Q: 3 clusters Score -214020.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -214031.015625 Penalty: 2433.695557
	Iteration 12Q: 3 clusters Score -214031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -214042.125000 Penalty: 2433.695557
	Iteration 13Q: 3 clusters Score -214042.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -214049.328125 Penalty: 2433.695557
	Iteration 14Q: 3 clusters Score -214049.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -214055.234375 Penalty: 2433.695557
	Iteration 15Q: 3 clusters Score -214055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -214057.078125 Penalty: 2433.695557
	Iteration 16Q: 3 clusters Score -214057.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -214060.046875 Penalty: 2433.695557
	Iteration 17Q: 3 clusters Score -214060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -214064.390625 Penalty: 2433.695557
	Iteration 18Q: 3 clusters Score -214064.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -214066.250000 Penalty: 2433.695557
	Iteration 19Q: 3 clusters Score -214066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -214068.515625 Penalty: 2433.695557
	Iteration 20F: 3 clusters Score -214068.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -214070.906250 Penalty: 2433.695557
	Iteration 21Q: 3 clusters Score -214070.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -214072.375000 Penalty: 2433.695557
	Iteration 22Q: 3 clusters Score -214072.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -214074.109375 Penalty: 2433.695557
	Iteration 23Q: 3 clusters Score -214074.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -214078.109375 Penalty: 2433.695557
	Iteration 24Q: 3 clusters Score -214078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -214079.218750 Penalty: 2433.695557
	Iteration 25Q: 3 clusters Score -214079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -214080.234375 Penalty: 2433.695557
	Iteration 26Q: 3 clusters Score -214080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -214080.390625 Penalty: 2433.695557
	Iteration 27Q: 3 clusters Score -214080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -214080.781250 Penalty: 2433.695557
	Iteration 28Q: 3 clusters Score -214080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -214082.140625 Penalty: 2433.695557
	Iteration 29Q: 3 clusters Score -214082.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -214086.796875 Penalty: 2433.695557
	Iteration 30Q: 3 clusters Score -214086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -214091.187500 Penalty: 2433.695557
	Iteration 31Q: 3 clusters Score -214091.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -214097.125000 Penalty: 2433.695557
	Iteration 32Q: 3 clusters Score -214097.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -214100.125000 Penalty: 2433.695557
	Iteration 33Q: 3 clusters Score -214100.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -214100.421875 Penalty: 2433.695557
	Iteration 34Q: 3 clusters Score -214100.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -214101.578125 Penalty: 2433.695557
	Iteration 35Q: 3 clusters Score -214101.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -214103.437500 Penalty: 2433.695557
	Iteration 36Q: 3 clusters Score -214103.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -214105.921875 Penalty: 2433.695557
	Iteration 37Q: 3 clusters Score -214105.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -214109.062500 Penalty: 2433.695557
	Iteration 38Q: 3 clusters Score -214109.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -214111.906250 Penalty: 2433.695557
	Iteration 39Q: 3 clusters Score -214111.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -214113.546875 Penalty: 2433.695557
	Iteration 40F: 3 clusters Score -214113.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -214116.062500 Penalty: 2433.695557
	Iteration 41Q: 3 clusters Score -214116.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -214118.765625 Penalty: 2433.695557
	Iteration 42Q: 3 clusters Score -214118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -214122.796875 Penalty: 2433.695557
	Iteration 43Q: 3 clusters Score -214122.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -214129.546875 Penalty: 2433.695557
	Iteration 44Q: 3 clusters Score -214129.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -214134.312500 Penalty: 2433.695557
	Iteration 45Q: 3 clusters Score -214134.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -214137.703125 Penalty: 2433.695557
	Iteration 46Q: 3 clusters Score -214137.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -214140.609375 Penalty: 2433.695557
	Iteration 47Q: 3 clusters Score -214140.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -214142.890625 Penalty: 2433.695557
	Iteration 48Q: 3 clusters Score -214142.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -214148.015625 Penalty: 2433.695557
	Iteration 49Q: 3 clusters Score -214148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -214151.625000 Penalty: 2433.695557
	Iteration 50Q: 3 clusters Score -214151.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -214158.203125 Penalty: 2433.695557
	Iteration 51Q: 3 clusters Score -214158.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -214165.687500 Penalty: 2433.695557
	Iteration 52Q: 3 clusters Score -214165.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -214175.578125 Penalty: 2433.695557
	Iteration 53Q: 3 clusters Score -214175.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -214186.078125 Penalty: 2433.695557
	Iteration 54Q: 3 clusters Score -214186.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -214194.765625 Penalty: 2433.695557
	Iteration 55Q: 3 clusters Score -214194.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -214203.421875 Penalty: 2433.695557
	Iteration 56Q: 3 clusters Score -214203.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -214212.187500 Penalty: 2433.695557
	Iteration 57Q: 3 clusters Score -214212.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -214217.171875 Penalty: 2433.695557
	Iteration 58Q: 3 clusters Score -214217.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -214221.765625 Penalty: 2433.695557
	Iteration 59Q: 3 clusters Score -214221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -214226.828125 Penalty: 2433.695557
	Iteration 60F: 3 clusters Score -214226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -214239.234375 Penalty: 2433.695557
	Iteration 61Q: 3 clusters Score -214239.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -214253.265625 Penalty: 2433.695557
	Iteration 62Q: 3 clusters Score -214253.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -214259.984375 Penalty: 2433.695557
	Iteration 63Q: 3 clusters Score -214260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -214264.109375 Penalty: 2433.695557
	Iteration 64Q: 3 clusters Score -214264.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -214267.296875 Penalty: 2433.695557
	Iteration 65Q: 3 clusters Score -214267.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -214275.828125 Penalty: 2433.695557
	Iteration 66Q: 3 clusters Score -214275.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -214281.125000 Penalty: 2433.695557
	Iteration 67Q: 3 clusters Score -214281.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -214285.187500 Penalty: 2433.695557
	Iteration 68Q: 3 clusters Score -214285.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -214288.218750 Penalty: 2433.695557
	Iteration 69Q: 3 clusters Score -214288.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -214290.062500 Penalty: 2433.695557
	Iteration 70Q: 3 clusters Score -214290.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -214291.953125 Penalty: 2433.695557
	Iteration 71Q: 3 clusters Score -214292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -214296.750000 Penalty: 2433.695557
	Iteration 72Q: 3 clusters Score -214296.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -214302.703125 Penalty: 2433.695557
	Iteration 73Q: 3 clusters Score -214302.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -214311.156250 Penalty: 2433.695557
	Iteration 74Q: 3 clusters Score -214311.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -214323.656250 Penalty: 2433.695557
	Iteration 75Q: 3 clusters Score -214323.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -214336.515625 Penalty: 2433.695557
	Iteration 76Q: 3 clusters Score -214336.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -214343.890625 Penalty: 2433.695557
	Iteration 77Q: 3 clusters Score -214343.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -214352.109375 Penalty: 2433.695557
	Iteration 78Q: 3 clusters Score -214352.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -214367.796875 Penalty: 2433.695557
	Iteration 79Q: 3 clusters Score -214367.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -214391.546875 Penalty: 2433.695557
	Iteration 80F: 3 clusters Score -214391.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -214415.828125 Penalty: 2433.695557
	Iteration 81Q: 3 clusters Score -214415.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -214440.171875 Penalty: 2433.695557
	Iteration 82Q: 3 clusters Score -214440.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -214459.812500 Penalty: 2433.695557
	Iteration 83Q: 3 clusters Score -214459.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -214490.328125 Penalty: 2433.695557
	Iteration 84Q: 3 clusters Score -214490.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -214522.921875 Penalty: 2433.695557
	Iteration 85Q: 3 clusters Score -214522.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -214546.656250 Penalty: 2433.695557
	Iteration 86Q: 3 clusters Score -214546.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -214562.484375 Penalty: 2433.695557
	Iteration 87Q: 3 clusters Score -214562.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -214578.421875 Penalty: 2433.695557
	Iteration 88Q: 3 clusters Score -214578.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -214586.171875 Penalty: 2433.695557
	Iteration 89Q: 3 clusters Score -214586.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -214591.031250 Penalty: 2433.695557
	Iteration 90Q: 3 clusters Score -214591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -214594.765625 Penalty: 2433.695557
	Iteration 91Q: 3 clusters Score -214594.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -214597.593750 Penalty: 2433.695557
	Iteration 92Q: 3 clusters Score -214597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -214599.718750 Penalty: 2433.695557
	Iteration 93Q: 3 clusters Score -214599.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -214602.296875 Penalty: 2433.695557
	Iteration 94Q: 3 clusters Score -214602.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -214605.468750 Penalty: 2433.695557
	Iteration 95Q: 3 clusters Score -214605.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -214605.468750 Penalty: 2433.695557
	Iteration 96F: 3 clusters Score -214605.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -180341.406250 Penalty: 1194.875732
	Iteration 0F: 2 clusters Score -180341.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -178518.718750 Penalty: 2389.751465
	Iteration 0F: 3 clusters Score -178518.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -178925.000000 Penalty: 2389.751465
	Iteration 1F: 3 clusters Score -178925 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -179060.781250 Penalty: 2389.751465
	Iteration 2F: 3 clusters Score -179060.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -179137.656250 Penalty: 2389.751465
	Iteration 3F: 3 clusters Score -179137.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -179183.140625 Penalty: 2389.751465
	Iteration 4Q: 3 clusters Score -179183.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -179213.875000 Penalty: 2389.751465
	Iteration 5Q: 3 clusters Score -179213.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -179236.328125 Penalty: 2389.751465
	Iteration 6Q: 3 clusters Score -179236.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -179254.156250 Penalty: 2389.751465
	Iteration 7Q: 3 clusters Score -179254.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -179271.515625 Penalty: 2389.751465
	Iteration 8Q: 3 clusters Score -179271.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -179289.078125 Penalty: 2389.751465
	Iteration 9Q: 3 clusters Score -179289.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -179315.765625 Penalty: 2389.751465
	Iteration 10Q: 3 clusters Score -179315.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -179332.328125 Penalty: 2389.751465
	Iteration 11Q: 3 clusters Score -179332.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -179345.968750 Penalty: 2389.751465
	Iteration 12Q: 3 clusters Score -179346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -179359.968750 Penalty: 2389.751465
	Iteration 13Q: 3 clusters Score -179360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -179378.640625 Penalty: 2389.751465
	Iteration 14Q: 3 clusters Score -179378.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -179400.000000 Penalty: 2389.751465
	Iteration 15Q: 3 clusters Score -179400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -179421.062500 Penalty: 2389.751465
	Iteration 16Q: 3 clusters Score -179421.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -179436.187500 Penalty: 2389.751465
	Iteration 17Q: 3 clusters Score -179436.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -179460.250000 Penalty: 2389.751465
	Iteration 18Q: 3 clusters Score -179460.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -179485.953125 Penalty: 2389.751465
	Iteration 19Q: 3 clusters Score -179486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -179504.359375 Penalty: 2389.751465
	Iteration 20F: 3 clusters Score -179504.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -179519.937500 Penalty: 2389.751465
	Iteration 21Q: 3 clusters Score -179519.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -179533.468750 Penalty: 2389.751465
	Iteration 22Q: 3 clusters Score -179533.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -179541.437500 Penalty: 2389.751465
	Iteration 23Q: 3 clusters Score -179541.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -179545.468750 Penalty: 2389.751465
	Iteration 24Q: 3 clusters Score -179545.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -179549.140625 Penalty: 2389.751465
	Iteration 25Q: 3 clusters Score -179549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -179550.171875 Penalty: 2389.751465
	Iteration 26Q: 3 clusters Score -179550.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -179551.625000 Penalty: 2389.751465
	Iteration 27Q: 3 clusters Score -179551.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -179552.406250 Penalty: 2389.751465
	Iteration 28Q: 3 clusters Score -179552.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -179553.000000 Penalty: 2389.751465
	Iteration 29Q: 3 clusters Score -179553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -179553.453125 Penalty: 2389.751465
	Iteration 30Q: 3 clusters Score -179553.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -179554.984375 Penalty: 2389.751465
	Iteration 31Q: 3 clusters Score -179555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -179555.937500 Penalty: 2389.751465
	Iteration 32Q: 3 clusters Score -179555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -179556.671875 Penalty: 2389.751465
	Iteration 33Q: 3 clusters Score -179556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -179557.281250 Penalty: 2389.751465
	Iteration 34Q: 3 clusters Score -179557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -179557.890625 Penalty: 2389.751465
	Iteration 35Q: 3 clusters Score -179557.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -179557.890625 Penalty: 2389.751465
	Iteration 36F: 3 clusters Score -179557.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Entering Unmasked Estep 
Score: -235945.718750 Penalty: 1226.554688
	Iteration 0F: 2 clusters Score -235945.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -233884.656250 Penalty: 2453.109375
	Iteration 0F: 3 clusters Score -233884.7 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -234337.812500 Penalty: 2453.109375
	Iteration 1F: 3 clusters Score -234337.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -234457.031250 Penalty: 2453.109375
	Iteration 2F: 3 clusters Score -234457 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -234520.765625 Penalty: 2453.109375
	Iteration 3Q: 3 clusters Score -234520.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -234551.578125 Penalty: 2453.109375
	Iteration 4Q: 3 clusters Score -234551.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -234576.968750 Penalty: 2453.109375
	Iteration 5Q: 3 clusters Score -234577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -234597.187500 Penalty: 2453.109375
	Iteration 6Q: 3 clusters Score -234597.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -234617.031250 Penalty: 2453.109375
	Iteration 7Q: 3 clusters Score -234617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -234628.937500 Penalty: 2453.109375
	Iteration 8Q: 3 clusters Score -234628.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -234641.796875 Penalty: 2453.109375
	Iteration 9Q: 3 clusters Score -234641.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -234651.203125 Penalty: 2453.109375
	Iteration 10Q: 3 clusters Score -234651.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -234660.234375 Penalty: 2453.109375
	Iteration 11Q: 3 clusters Score -234660.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -234671.343750 Penalty: 2453.109375
	Iteration 12Q: 3 clusters Score -234671.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -234684.953125 Penalty: 2453.109375
	Iteration 13Q: 3 clusters Score -234685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -234698.578125 Penalty: 2453.109375
	Iteration 14Q: 3 clusters Score -234698.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -234709.109375 Penalty: 2453.109375
	Iteration 15Q: 3 clusters Score -234709.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -234721.234375 Penalty: 2453.109375
	Iteration 16Q: 3 clusters Score -234721.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -234733.578125 Penalty: 2453.109375
	Iteration 17Q: 3 clusters Score -234733.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -234743.406250 Penalty: 2453.109375
	Iteration 18Q: 3 clusters Score -234743.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -234750.109375 Penalty: 2453.109375
	Iteration 19Q: 3 clusters Score -234750.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -234753.625000 Penalty: 2453.109375
	Iteration 20F: 3 clusters Score -234753.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -234757.109375 Penalty: 2453.109375
	Iteration 21Q: 3 clusters Score -234757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -234757.812500 Penalty: 2453.109375
	Iteration 22Q: 3 clusters Score -234757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -234760.703125 Penalty: 2453.109375
	Iteration 23Q: 3 clusters Score -234760.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -234760.765625 Penalty: 2453.109375
	Iteration 24Q: 3 clusters Score -234760.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -234761.218750 Penalty: 2453.109375
	Iteration 25Q: 3 clusters Score -234761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -234762.171875 Penalty: 2453.109375
	Iteration 26Q: 3 clusters Score -234762.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -234762.406250 Penalty: 2453.109375
	Iteration 27Q: 3 clusters Score -234762.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -234762.406250 Penalty: 2453.109375
	Iteration 28F: 3 clusters Score -234762.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Entering Unmasked Estep 
Score: -240402.406250 Penalty: 1232.937866
	Iteration 0F: 2 clusters Score -240402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -238310.140625 Penalty: 2465.875732
	Iteration 0F: 3 clusters Score -238310.1 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -238776.906250 Penalty: 2465.875732
	Iteration 1F: 3 clusters Score -238776.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -238941.843750 Penalty: 2465.875732
	Iteration 2F: 3 clusters Score -238941.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -239079.687500 Penalty: 2465.875732
	Iteration 3F: 3 clusters Score -239079.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -239176.265625 Penalty: 2465.875732
	Iteration 4F: 3 clusters Score -239176.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -239247.062500 Penalty: 2465.875732
	Iteration 5Q: 3 clusters Score -239247.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -239311.250000 Penalty: 2465.875732
	Iteration 6Q: 3 clusters Score -239311.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -239365.671875 Penalty: 2465.875732
	Iteration 7Q: 3 clusters Score -239365.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -239416.078125 Penalty: 2465.875732
	Iteration 8Q: 3 clusters Score -239416.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -239476.796875 Penalty: 2465.875732
	Iteration 9Q: 3 clusters Score -239476.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -239549.281250 Penalty: 2465.875732
	Iteration 10Q: 3 clusters Score -239549.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -239587.703125 Penalty: 2465.875732
	Iteration 11Q: 3 clusters Score -239587.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -239605.625000 Penalty: 2465.875732
	Iteration 12Q: 3 clusters Score -239605.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -239613.421875 Penalty: 2465.875732
	Iteration 13Q: 3 clusters Score -239613.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -239622.203125 Penalty: 2465.875732
	Iteration 14Q: 3 clusters Score -239622.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -239628.546875 Penalty: 2465.875732
	Iteration 15Q: 3 clusters Score -239628.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -239632.156250 Penalty: 2465.875732
	Iteration 16Q: 3 clusters Score -239632.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -239637.937500 Penalty: 2465.875732
	Iteration 17Q: 3 clusters Score -239637.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -239643.000000 Penalty: 2465.875732
	Iteration 18Q: 3 clusters Score -239643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -239644.515625 Penalty: 2465.875732
	Iteration 19Q: 3 clusters Score -239644.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -239647.359375 Penalty: 2465.875732
	Iteration 20F: 3 clusters Score -239647.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -239651.484375 Penalty: 2465.875732
	Iteration 21Q: 3 clusters Score -239651.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -239654.390625 Penalty: 2465.875732
	Iteration 22Q: 3 clusters Score -239654.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -239655.640625 Penalty: 2465.875732
	Iteration 23Q: 3 clusters Score -239655.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -239656.812500 Penalty: 2465.875732
	Iteration 24Q: 3 clusters Score -239656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -239656.656250 Penalty: 2465.875732
	Iteration 25Q: 3 clusters Score -239656.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -239656.656250 Penalty: 2465.875732
	Iteration 26F: 3 clusters Score -239656.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -162367.140625 Penalty: 1165.519043
	Iteration 0F: 2 clusters Score -162367.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -160748.953125 Penalty: 2331.038086
	Iteration 0F: 3 clusters Score -160749 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -161025.890625 Penalty: 2331.038086
	Iteration 1F: 3 clusters Score -161025.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -161095.515625 Penalty: 2331.038086
	Iteration 2F: 3 clusters Score -161095.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -161117.078125 Penalty: 2331.038086
	Iteration 3Q: 3 clusters Score -161117.1 nChanged 22
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: -161131.640625 Penalty: 2331.038086
	Iteration 4Q: 3 clusters Score -161131.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -161143.375000 Penalty: 2331.038086
	Iteration 5Q: 3 clusters Score -161143.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -161147.093750 Penalty: 2331.038086
	Iteration 6Q: 3 clusters Score -161147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -161148.484375 Penalty: 2331.038086
	Iteration 7Q: 3 clusters Score -161148.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -161153.828125 Penalty: 2331.038086
	Iteration 8Q: 3 clusters Score -161153.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -161159.953125 Penalty: 2331.038086
	Iteration 9Q: 3 clusters Score -161160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -161164.109375 Penalty: 2331.038086
	Iteration 10Q: 3 clusters Score -161164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -161165.718750 Penalty: 2331.038086
	Iteration 11Q: 3 clusters Score -161165.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -161168.093750 Penalty: 2331.038086
	Iteration 12Q: 3 clusters Score -161168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -161168.859375 Penalty: 2331.038086
	Iteration 13Q: 3 clusters Score -161168.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -161169.203125 Penalty: 2331.038086
	Iteration 14Q: 3 clusters Score -161169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -161170.328125 Penalty: 2331.038086
	Iteration 15Q: 3 clusters Score -161170.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -161172.859375 Penalty: 2331.038086
	Iteration 16Q: 3 clusters Score -161172.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -161174.843750 Penalty: 2331.038086
	Iteration 17Q: 3 clusters Score -161174.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -161179.796875 Penalty: 2331.038086
	Iteration 18Q: 3 clusters Score -161179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -161181.593750 Penalty: 2331.038086
	Iteration 19Q: 3 clusters Score -161181.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -161183.187500 Penalty: 2331.038086
	Iteration 20F: 3 clusters Score -161183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -161185.984375 Penalty: 2331.038086
	Iteration 21Q: 3 clusters Score -161186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -161188.218750 Penalty: 2331.038086
	Iteration 22Q: 3 clusters Score -161188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -161194.937500 Penalty: 2331.038086
	Iteration 23Q: 3 clusters Score -161194.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -161199.328125 Penalty: 2331.038086
	Iteration 24Q: 3 clusters Score -161199.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -161200.250000 Penalty: 2331.038086
	Iteration 25Q: 3 clusters Score -161200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -161202.906250 Penalty: 2331.038086
	Iteration 26Q: 3 clusters Score -161202.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -161204.203125 Penalty: 2331.038086
	Iteration 27Q: 3 clusters Score -161204.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -161207.109375 Penalty: 2331.038086
	Iteration 28Q: 3 clusters Score -161207.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -161209.906250 Penalty: 2331.038086
	Iteration 29Q: 3 clusters Score -161209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -161211.437500 Penalty: 2331.038086
	Iteration 30Q: 3 clusters Score -161211.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -161214.062500 Penalty: 2331.038086
	Iteration 31Q: 3 clusters Score -161214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -161214.406250 Penalty: 2331.038086
	Iteration 32Q: 3 clusters Score -161214.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -161214.609375 Penalty: 2331.038086
	Iteration 33Q: 3 clusters Score -161214.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -161215.609375 Penalty: 2331.038086
	Iteration 34Q: 3 clusters Score -161215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -161217.421875 Penalty: 2331.038086
	Iteration 35Q: 3 clusters Score -161217.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -161220.781250 Penalty: 2331.038086
	Iteration 36Q: 3 clusters Score -161220.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -161222.843750 Penalty: 2331.038086
	Iteration 37Q: 3 clusters Score -161222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -161223.750000 Penalty: 2331.038086
	Iteration 38Q: 3 clusters Score -161223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -161224.031250 Penalty: 2331.038086
	Iteration 39Q: 3 clusters Score -161224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -161224.031250 Penalty: 2331.038086
	Iteration 40F: 3 clusters Score -161224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -459228.437500 Penalty: 1337.382202
	Iteration 0F: 2 clusters Score -459228.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -456006.187500 Penalty: 2674.764404
	Iteration 0F: 3 clusters Score -456006.2 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -456863.593750 Penalty: 2674.764404
	Iteration 1F: 3 clusters Score -456863.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -457057.437500 Penalty: 2674.764404
	Iteration 2F: 3 clusters Score -457057.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -457253.687500 Penalty: 2674.764404
	Iteration 3F: 3 clusters Score -457253.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -457427.718750 Penalty: 2674.764404
	Iteration 4F: 3 clusters Score -457427.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -457561.312500 Penalty: 2674.764404
	Iteration 5F: 3 clusters Score -457561.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -457679.250000 Penalty: 2674.764404
	Iteration 6Q: 3 clusters Score -457679.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -457784.156250 Penalty: 2674.764404
	Iteration 7Q: 3 clusters Score -457784.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -457890.031250 Penalty: 2674.764404
	Iteration 8Q: 3 clusters Score -457890 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -457987.593750 Penalty: 2674.764404
	Iteration 9Q: 3 clusters Score -457987.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -458081.125000 Penalty: 2674.764404
	Iteration 10Q: 3 clusters Score -458081.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -458182.156250 Penalty: 2674.764404
	Iteration 11Q: 3 clusters Score -458182.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -458277.750000 Penalty: 2674.764404
	Iteration 12Q: 3 clusters Score -458277.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -458374.968750 Penalty: 2674.764404
	Iteration 13Q: 3 clusters Score -458375 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -458480.656250 Penalty: 2674.764404
	Iteration 14Q: 3 clusters Score -458480.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -458576.062500 Penalty: 2674.764404
	Iteration 15Q: 3 clusters Score -458576.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -458643.250000 Penalty: 2674.764404
	Iteration 16Q: 3 clusters Score -458643.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -458680.781250 Penalty: 2674.764404
	Iteration 17Q: 3 clusters Score -458680.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -458704.375000 Penalty: 2674.764404
	Iteration 18Q: 3 clusters Score -458704.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -458712.968750 Penalty: 2674.764404
	Iteration 19Q: 3 clusters Score -458713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -458717.937500 Penalty: 2674.764404
	Iteration 20F: 3 clusters Score -458717.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -458724.906250 Penalty: 2674.764404
	Iteration 21Q: 3 clusters Score -458724.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -458729.906250 Penalty: 2674.764404
	Iteration 22Q: 3 clusters Score -458729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -458732.000000 Penalty: 2674.764404
	Iteration 23Q: 3 clusters Score -458732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -458732.937500 Penalty: 2674.764404
	Iteration 24Q: 3 clusters Score -458732.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -458733.937500 Penalty: 2674.764404
	Iteration 25Q: 3 clusters Score -458733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -458733.937500 Penalty: 2674.764404
	Iteration 26F: 3 clusters Score -458733.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Entering Unmasked Estep 
Score: -1757533.500000 Penalty: 1554.119141
	Iteration 0F: 2 clusters Score -1757534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1747702.375000 Penalty: 3108.238281
	Iteration 0F: 3 clusters Score -1747702 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1751144.375000 Penalty: 3108.238281
	Iteration 1F: 3 clusters Score -1751144 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1751436.125000 Penalty: 3108.238281
	Iteration 2F: 3 clusters Score -1751436 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1751705.750000 Penalty: 3108.238281
	Iteration 3Q: 3 clusters Score -1751706 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1751947.875000 Penalty: 3108.238281
	Iteration 4Q: 3 clusters Score -1751948 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1752220.500000 Penalty: 3108.238281
	Iteration 5Q: 3 clusters Score -1752220 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1752526.000000 Penalty: 3108.238281
	Iteration 6Q: 3 clusters Score -1752526 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1752827.000000 Penalty: 3108.238281
	Iteration 7Q: 3 clusters Score -1752827 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1753118.500000 Penalty: 3108.238281
	Iteration 8Q: 3 clusters Score -1753118 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1753448.000000 Penalty: 3108.238281
	Iteration 9Q: 3 clusters Score -1753448 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1753833.250000 Penalty: 3108.238281
	Iteration 10Q: 3 clusters Score -1753833 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1754222.875000 Penalty: 3108.238281
	Iteration 11Q: 3 clusters Score -1754223 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1754570.875000 Penalty: 3108.238281
	Iteration 12Q: 3 clusters Score -1754571 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1754904.625000 Penalty: 3108.238281
	Iteration 13Q: 3 clusters Score -1754905 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1755236.125000 Penalty: 3108.238281
	Iteration 14Q: 3 clusters Score -1755236 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1755523.875000 Penalty: 3108.238281
	Iteration 15Q: 3 clusters Score -1755524 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1755743.500000 Penalty: 3108.238281
	Iteration 16Q: 3 clusters Score -1755744 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1755897.875000 Penalty: 3108.238281
	Iteration 17Q: 3 clusters Score -1755898 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1755996.250000 Penalty: 3108.238281
	Iteration 18Q: 3 clusters Score -1755996 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -1756071.875000 Penalty: 3108.238281
	Iteration 19Q: 3 clusters Score -1756072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1756110.625000 Penalty: 3108.238281
	Iteration 20F: 3 clusters Score -1756111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1756140.750000 Penalty: 3108.238281
	Iteration 21Q: 3 clusters Score -1756141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1756161.125000 Penalty: 3108.238281
	Iteration 22Q: 3 clusters Score -1756161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -1756173.875000 Penalty: 3108.238281
	Iteration 23Q: 3 clusters Score -1756174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1756181.125000 Penalty: 3108.238281
	Iteration 24Q: 3 clusters Score -1756181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1756192.375000 Penalty: 3108.238281
	Iteration 25Q: 3 clusters Score -1756192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1756200.000000 Penalty: 3108.238281
	Iteration 26Q: 3 clusters Score -1756200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1756210.375000 Penalty: 3108.238281
	Iteration 27Q: 3 clusters Score -1756210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1756217.000000 Penalty: 3108.238281
	Iteration 28Q: 3 clusters Score -1756217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1756223.375000 Penalty: 3108.238281
	Iteration 29Q: 3 clusters Score -1756223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1756228.625000 Penalty: 3108.238281
	Iteration 30Q: 3 clusters Score -1756229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -1756230.375000 Penalty: 3108.238281
	Iteration 31Q: 3 clusters Score -1756230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -1756231.625000 Penalty: 3108.238281
	Iteration 32Q: 3 clusters Score -1756232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1756232.875000 Penalty: 3108.238281
	Iteration 33Q: 3 clusters Score -1756233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1756234.625000 Penalty: 3108.238281
	Iteration 34Q: 3 clusters Score -1756235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1756234.250000 Penalty: 3108.238281
	Iteration 35Q: 3 clusters Score -1756234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1756234.250000 Penalty: 3108.238281
	Iteration 36F: 3 clusters Score -1756234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -177619.296875 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -177619.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -175875.921875 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -175875.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -176208.875000 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -176208.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -176297.734375 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -176297.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -176352.093750 Penalty: 2370.893311
	Iteration 3Q: 3 clusters Score -176352.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -176385.984375 Penalty: 2370.893311
	Iteration 4Q: 3 clusters Score -176386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -176405.000000 Penalty: 2370.893311
	Iteration 5Q: 3 clusters Score -176405 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -176422.687500 Penalty: 2370.893311
	Iteration 6Q: 3 clusters Score -176422.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -176438.359375 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -176438.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -176448.781250 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -176448.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -176461.390625 Penalty: 2370.893311
	Iteration 9Q: 3 clusters Score -176461.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -176478.187500 Penalty: 2370.893311
	Iteration 10Q: 3 clusters Score -176478.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -176493.500000 Penalty: 2370.893311
	Iteration 11Q: 3 clusters Score -176493.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -176503.546875 Penalty: 2370.893311
	Iteration 12Q: 3 clusters Score -176503.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -176506.609375 Penalty: 2370.893311
	Iteration 13Q: 3 clusters Score -176506.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -176508.875000 Penalty: 2370.893311
	Iteration 14Q: 3 clusters Score -176508.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -176514.234375 Penalty: 2370.893311
	Iteration 15Q: 3 clusters Score -176514.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -176521.921875 Penalty: 2370.893311
	Iteration 16Q: 3 clusters Score -176521.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -176529.281250 Penalty: 2370.893311
	Iteration 17Q: 3 clusters Score -176529.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -176537.218750 Penalty: 2370.893311
	Iteration 18Q: 3 clusters Score -176537.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -176550.281250 Penalty: 2370.893311
	Iteration 19Q: 3 clusters Score -176550.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -176569.828125 Penalty: 2370.893311
	Iteration 20F: 3 clusters Score -176569.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -176587.328125 Penalty: 2370.893311
	Iteration 21Q: 3 clusters Score -176587.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -176606.890625 Penalty: 2370.893311
	Iteration 22Q: 3 clusters Score -176606.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -176624.406250 Penalty: 2370.893311
	Iteration 23Q: 3 clusters Score -176624.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -176637.562500 Penalty: 2370.893311
	Iteration 24Q: 3 clusters Score -176637.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -176652.203125 Penalty: 2370.893311
	Iteration 25Q: 3 clusters Score -176652.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -176665.140625 Penalty: 2370.893311
	Iteration 26Q: 3 clusters Score -176665.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -176674.359375 Penalty: 2370.893311
	Iteration 27Q: 3 clusters Score -176674.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -176682.000000 Penalty: 2370.893311
	Iteration 28Q: 3 clusters Score -176682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -176692.125000 Penalty: 2370.893311
	Iteration 29Q: 3 clusters Score -176692.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -176698.593750 Penalty: 2370.893311
	Iteration 30Q: 3 clusters Score -176698.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -176701.625000 Penalty: 2370.893311
	Iteration 31Q: 3 clusters Score -176701.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -176702.562500 Penalty: 2370.893311
	Iteration 32Q: 3 clusters Score -176702.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -176703.093750 Penalty: 2370.893311
	Iteration 33Q: 3 clusters Score -176703.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -176703.093750 Penalty: 2370.893311
	Iteration 34F: 3 clusters Score -176703.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -264901.593750 Penalty: 1248.028564
	Iteration 0F: 2 clusters Score -264901.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -262720.687500 Penalty: 2496.057129
	Iteration 0F: 3 clusters Score -262720.7 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -263190.031250 Penalty: 2496.057129
	Iteration 1F: 3 clusters Score -263190 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -263309.187500 Penalty: 2496.057129
	Iteration 2F: 3 clusters Score -263309.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -263381.093750 Penalty: 2496.057129
	Iteration 3F: 3 clusters Score -263381.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -263429.187500 Penalty: 2496.057129
	Iteration 4Q: 3 clusters Score -263429.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -263465.750000 Penalty: 2496.057129
	Iteration 5Q: 3 clusters Score -263465.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -263498.312500 Penalty: 2496.057129
	Iteration 6Q: 3 clusters Score -263498.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -263528.812500 Penalty: 2496.057129
	Iteration 7Q: 3 clusters Score -263528.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -263555.843750 Penalty: 2496.057129
	Iteration 8Q: 3 clusters Score -263555.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -263581.562500 Penalty: 2496.057129
	Iteration 9Q: 3 clusters Score -263581.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -263604.625000 Penalty: 2496.057129
	Iteration 10Q: 3 clusters Score -263604.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -263627.218750 Penalty: 2496.057129
	Iteration 11Q: 3 clusters Score -263627.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -263652.968750 Penalty: 2496.057129
	Iteration 12Q: 3 clusters Score -263653 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -263675.656250 Penalty: 2496.057129
	Iteration 13Q: 3 clusters Score -263675.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -263691.500000 Penalty: 2496.057129
	Iteration 14Q: 3 clusters Score -263691.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -263708.000000 Penalty: 2496.057129
	Iteration 15Q: 3 clusters Score -263708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -263726.562500 Penalty: 2496.057129
	Iteration 16Q: 3 clusters Score -263726.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -263739.531250 Penalty: 2496.057129
	Iteration 17Q: 3 clusters Score -263739.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -263748.625000 Penalty: 2496.057129
	Iteration 18Q: 3 clusters Score -263748.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -263756.125000 Penalty: 2496.057129
	Iteration 19Q: 3 clusters Score -263756.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -263764.562500 Penalty: 2496.057129
	Iteration 20F: 3 clusters Score -263764.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -263772.062500 Penalty: 2496.057129
	Iteration 21Q: 3 clusters Score -263772.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -263779.562500 Penalty: 2496.057129
	Iteration 22Q: 3 clusters Score -263779.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -263783.812500 Penalty: 2496.057129
	Iteration 23Q: 3 clusters Score -263783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -263789.875000 Penalty: 2496.057129
	Iteration 24Q: 3 clusters Score -263789.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -263791.656250 Penalty: 2496.057129
	Iteration 25Q: 3 clusters Score -263791.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -263794.656250 Penalty: 2496.057129
	Iteration 26Q: 3 clusters Score -263794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -263797.468750 Penalty: 2496.057129
	Iteration 27Q: 3 clusters Score -263797.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -263798.625000 Penalty: 2496.057129
	Iteration 28Q: 3 clusters Score -263798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -263799.218750 Penalty: 2496.057129
	Iteration 29Q: 3 clusters Score -263799.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -263801.625000 Penalty: 2496.057129
	Iteration 30Q: 3 clusters Score -263801.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -263803.375000 Penalty: 2496.057129
	Iteration 31Q: 3 clusters Score -263803.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -263803.781250 Penalty: 2496.057129
	Iteration 32Q: 3 clusters Score -263803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -263805.812500 Penalty: 2496.057129
	Iteration 33Q: 3 clusters Score -263805.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -263807.281250 Penalty: 2496.057129
	Iteration 34Q: 3 clusters Score -263807.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -263808.750000 Penalty: 2496.057129
	Iteration 35Q: 3 clusters Score -263808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -263808.750000 Penalty: 2496.057129
	Iteration 36F: 3 clusters Score -263808.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Entering Unmasked Estep 
Score: -372309.343750 Penalty: 1303.347412
	Iteration 0F: 2 clusters Score -372309.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -369554.718750 Penalty: 2606.694824
	Iteration 0F: 3 clusters Score -369554.7 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -370227.218750 Penalty: 2606.694824
	Iteration 1F: 3 clusters Score -370227.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -370363.218750 Penalty: 2606.694824
	Iteration 2F: 3 clusters Score -370363.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -370469.437500 Penalty: 2606.694824
	Iteration 3Q: 3 clusters Score -370469.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -370562.843750 Penalty: 2606.694824
	Iteration 4Q: 3 clusters Score -370562.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -370634.312500 Penalty: 2606.694824
	Iteration 5Q: 3 clusters Score -370634.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -370694.250000 Penalty: 2606.694824
	Iteration 6Q: 3 clusters Score -370694.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -370745.656250 Penalty: 2606.694824
	Iteration 7Q: 3 clusters Score -370745.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -370795.125000 Penalty: 2606.694824
	Iteration 8Q: 3 clusters Score -370795.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -370843.375000 Penalty: 2606.694824
	Iteration 9Q: 3 clusters Score -370843.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -370893.468750 Penalty: 2606.694824
	Iteration 10Q: 3 clusters Score -370893.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -370929.125000 Penalty: 2606.694824
	Iteration 11Q: 3 clusters Score -370929.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -370959.375000 Penalty: 2606.694824
	Iteration 12Q: 3 clusters Score -370959.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -370991.281250 Penalty: 2606.694824
	Iteration 13Q: 3 clusters Score -370991.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -371019.781250 Penalty: 2606.694824
	Iteration 14Q: 3 clusters Score -371019.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -371040.781250 Penalty: 2606.694824
	Iteration 15Q: 3 clusters Score -371040.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -371062.718750 Penalty: 2606.694824
	Iteration 16Q: 3 clusters Score -371062.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -371082.281250 Penalty: 2606.694824
	Iteration 17Q: 3 clusters Score -371082.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -371100.781250 Penalty: 2606.694824
	Iteration 18Q: 3 clusters Score -371100.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -371119.437500 Penalty: 2606.694824
	Iteration 19Q: 3 clusters Score -371119.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -371144.937500 Penalty: 2606.694824
	Iteration 20F: 3 clusters Score -371144.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -371168.750000 Penalty: 2606.694824
	Iteration 21Q: 3 clusters Score -371168.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -371186.062500 Penalty: 2606.694824
	Iteration 22Q: 3 clusters Score -371186.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -371204.437500 Penalty: 2606.694824
	Iteration 23Q: 3 clusters Score -371204.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -371216.312500 Penalty: 2606.694824
	Iteration 24Q: 3 clusters Score -371216.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -371223.781250 Penalty: 2606.694824
	Iteration 25Q: 3 clusters Score -371223.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -371235.625000 Penalty: 2606.694824
	Iteration 26Q: 3 clusters Score -371235.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -371246.906250 Penalty: 2606.694824
	Iteration 27Q: 3 clusters Score -371246.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -371263.187500 Penalty: 2606.694824
	Iteration 28Q: 3 clusters Score -371263.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -371283.156250 Penalty: 2606.694824
	Iteration 29Q: 3 clusters Score -371283.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -371297.093750 Penalty: 2606.694824
	Iteration 30Q: 3 clusters Score -371297.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -371306.468750 Penalty: 2606.694824
	Iteration 31Q: 3 clusters Score -371306.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -371314.593750 Penalty: 2606.694824
	Iteration 32Q: 3 clusters Score -371314.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -371319.718750 Penalty: 2606.694824
	Iteration 33Q: 3 clusters Score -371319.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -371328.593750 Penalty: 2606.694824
	Iteration 34Q: 3 clusters Score -371328.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -371331.937500 Penalty: 2606.694824
	Iteration 35Q: 3 clusters Score -371331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -371332.718750 Penalty: 2606.694824
	Iteration 36Q: 3 clusters Score -371332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -371336.031250 Penalty: 2606.694824
	Iteration 37Q: 3 clusters Score -371336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -371336.812500 Penalty: 2606.694824
	Iteration 38Q: 3 clusters Score -371336.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -371336.812500 Penalty: 2606.694824
	Iteration 39F: 3 clusters Score -371336.8 nChanged 0
--- Evaluating fit on full set of 1206035 points ---
Entering Unmasked Estep 
Score: -144942864.000000 Penalty: 84192.125000
21->38 Clusters: Score -144942864.000000, best is -144936304.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 402011 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 19545 members 
Mstep: Class 3 contains 19161 members 
Mstep: Class 4 contains 19031 members 
Mstep: Class 5 contains 19160 members 
Mstep: Class 6 contains 19013 members 
Mstep: Class 7 contains 19124 members 
Mstep: Class 8 contains 19031 members 
Mstep: Class 9 contains 19085 members 
Mstep: Class 10 contains 19064 members 
Mstep: Class 11 contains 19260 members 
Mstep: Class 12 contains 18963 members 
Mstep: Class 13 contains 19360 members 
Mstep: Class 14 contains 19144 members 
Mstep: Class 15 contains 19129 members 
Mstep: Class 16 contains 19167 members 
Mstep: Class 17 contains 19105 members 
Mstep: Class 18 contains 19110 members 
Mstep: Class 19 contains 19271 members 
Mstep: Class 20 contains 18991 members 
Mstep: Class 21 contains 19280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 433.620453 but Gain 2096.941406
Score: -45991392.000000 Penalty: 41938.761719
Iteration 0F: 21 clusters Score -4.599139e+07 nChanged 380404
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 14576 members 
Mstep: Class 3 contains 13066 members 
Mstep: Class 4 contains 24296 members 
Mstep: Class 5 contains 35750 members 
Mstep: Class 6 contains 21999 members 
Mstep: Class 7 contains 14359 members 
Mstep: Class 8 contains 20841 members 
Mstep: Class 9 contains 16990 members 
Mstep: Class 10 contains 21446 members 
Mstep: Class 11 contains 19744 members 
Mstep: Class 13 contains 21796 members 
Mstep: Class 14 contains 14109 members 
Mstep: Class 15 contains 16710 members 
Mstep: Class 16 contains 23443 members 
Mstep: Class 17 contains 12783 members 
Mstep: Class 18 contains 29266 members 
Mstep: Class 19 contains 17758 members 
Mstep: Class 20 contains 27517 members 
Mstep: Class 21 contains 28519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47218748.000000 Penalty: 41938.761719
Iteration 1F: 21 clusters Score -4.721875e+07 nChanged 172454
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 12013 members 
Mstep: Class 3 contains 8210 members 
Mstep: Class 4 contains 28625 members 
Mstep: Class 5 contains 46574 members 
Mstep: Class 6 contains 15054 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 19790 members 
Mstep: Class 10 contains 31295 members 
Mstep: Class 11 contains 12907 members 
Mstep: Class 13 contains 32964 members 
Mstep: Class 14 contains 12941 members 
Mstep: Class 15 contains 15554 members 
Mstep: Class 16 contains 10407 members 
Mstep: Class 17 contains 9169 members 
Mstep: Class 18 contains 23142 members 
Mstep: Class 19 contains 16704 members 
Mstep: Class 20 contains 32838 members 
Mstep: Class 21 contains 30004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47651628.000000 Penalty: 41938.761719
Iteration 2F: 21 clusters Score -4.765163e+07 nChanged 118563
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 12746 members 
Mstep: Class 3 contains 5948 members 
Mstep: Class 4 contains 31063 members 
Mstep: Class 5 contains 40312 members 
Mstep: Class 6 contains 11412 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 32602 members 
Mstep: Class 9 contains 19083 members 
Mstep: Class 10 contains 46894 members 
Mstep: Class 11 contains 11025 members 
Mstep: Class 13 contains 40144 members 
Mstep: Class 14 contains 12055 members 
Mstep: Class 15 contains 12876 members 
Mstep: Class 16 contains 7579 members 
Mstep: Class 17 contains 8409 members 
Mstep: Class 18 contains 24195 members 
Mstep: Class 19 contains 15457 members 
Mstep: Class 20 contains 33478 members 
Mstep: Class 21 contains 24713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47859476.000000 Penalty: 41938.761719
Iteration 3F: 21 clusters Score -4.785948e+07 nChanged 79836
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 13708 members 
Mstep: Class 3 contains 4685 members 
Mstep: Class 4 contains 30948 members 
Mstep: Class 5 contains 37797 members 
Mstep: Class 6 contains 9228 members 
Mstep: Class 7 contains 3482 members 
Mstep: Class 8 contains 33667 members 
Mstep: Class 9 contains 17289 members 
Mstep: Class 10 contains 55977 members 
Mstep: Class 11 contains 10234 members 
Mstep: Class 13 contains 43798 members 
Mstep: Class 14 contains 11232 members 
Mstep: Class 15 contains 11565 members 
Mstep: Class 16 contains 8003 members 
Mstep: Class 17 contains 8364 members 
Mstep: Class 18 contains 27221 members 
Mstep: Class 19 contains 13620 members 
Mstep: Class 20 contains 34121 members 
Mstep: Class 21 contains 20106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47969976.000000 Penalty: 41938.761719
Iteration 4F: 21 clusters Score -4.796998e+07 nChanged 56446
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 13820 members 
Mstep: Class 3 contains 3927 members 
Mstep: Class 4 contains 30197 members 
Mstep: Class 5 contains 39215 members 
Mstep: Class 6 contains 7206 members 
Mstep: Class 7 contains 2631 members 
Mstep: Class 8 contains 32172 members 
Mstep: Class 9 contains 16807 members 
Mstep: Class 10 contains 59278 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 13 contains 45370 members 
Mstep: Class 14 contains 10534 members 
Mstep: Class 15 contains 11792 members 
Mstep: Class 16 contains 8446 members 
Mstep: Class 17 contains 8604 members 
Mstep: Class 18 contains 29755 members 
Mstep: Class 19 contains 11376 members 
Mstep: Class 20 contains 38038 members 
Mstep: Class 21 contains 16566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48033072.000000 Penalty: 41938.761719
Iteration 5F: 21 clusters Score -4.803307e+07 nChanged 41246
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 14022 members 
Mstep: Class 3 contains 3461 members 
Mstep: Class 4 contains 29200 members 
Mstep: Class 5 contains 41236 members 
Mstep: Class 6 contains 5568 members 
Mstep: Class 7 contains 2061 members 
Mstep: Class 8 contains 29698 members 
Mstep: Class 9 contains 17578 members 
Mstep: Class 10 contains 59905 members 
Mstep: Class 11 contains 9275 members 
Mstep: Class 13 contains 45577 members 
Mstep: Class 14 contains 10048 members 
Mstep: Class 15 contains 12514 members 
Mstep: Class 16 contains 8555 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 31743 members 
Mstep: Class 19 contains 9822 members 
Mstep: Class 20 contains 42146 members 
Mstep: Class 21 contains 14263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48067992.000000 Penalty: 41938.761719
Iteration 6F: 21 clusters Score -4.806799e+07 nChanged 30835
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 3127 members 
Mstep: Class 4 contains 27698 members 
Mstep: Class 5 contains 43085 members 
Mstep: Class 6 contains 4452 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 27230 members 
Mstep: Class 9 contains 19174 members 
Mstep: Class 10 contains 59843 members 
Mstep: Class 11 contains 9157 members 
Mstep: Class 13 contains 45159 members 
Mstep: Class 14 contains 9688 members 
Mstep: Class 15 contains 13083 members 
Mstep: Class 16 contains 8491 members 
Mstep: Class 17 contains 9309 members 
Mstep: Class 18 contains 33128 members 
Mstep: Class 19 contains 8976 members 
Mstep: Class 20 contains 45386 members 
Mstep: Class 21 contains 12852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48090428.000000 Penalty: 41938.761719
Iteration 7F: 21 clusters Score -4.809043e+07 nChanged 23853
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 14144 members 
Mstep: Class 3 contains 2996 members 
Mstep: Class 4 contains 25809 members 
Mstep: Class 5 contains 44830 members 
Mstep: Class 6 contains 3659 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 25052 members 
Mstep: Class 9 contains 20780 members 
Mstep: Class 10 contains 59743 members 
Mstep: Class 11 contains 9316 members 
Mstep: Class 13 contains 44577 members 
Mstep: Class 14 contains 9408 members 
Mstep: Class 15 contains 13488 members 
Mstep: Class 16 contains 8230 members 
Mstep: Class 17 contains 9651 members 
Mstep: Class 18 contains 34007 members 
Mstep: Class 19 contains 8460 members 
Mstep: Class 20 contains 48021 members 
Mstep: Class 21 contains 12020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48106196.000000 Penalty: 41938.761719
Iteration 8F: 21 clusters Score -4.81062e+07 nChanged 18974
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 14126 members 
Mstep: Class 3 contains 2946 members 
Mstep: Class 4 contains 23751 members 
Mstep: Class 5 contains 46322 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 1624 members 
Mstep: Class 8 contains 23213 members 
Mstep: Class 9 contains 22246 members 
Mstep: Class 10 contains 59868 members 
Mstep: Class 11 contains 9573 members 
Mstep: Class 13 contains 43940 members 
Mstep: Class 14 contains 9194 members 
Mstep: Class 15 contains 13794 members 
Mstep: Class 16 contains 7954 members 
Mstep: Class 17 contains 10063 members 
Mstep: Class 18 contains 34435 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 50208 members 
Mstep: Class 21 contains 11404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48119380.000000 Penalty: 41938.761719
Iteration 9Q: 21 clusters Score -4.811938e+07 nChanged 15750
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 14071 members 
Mstep: Class 3 contains 2902 members 
Mstep: Class 4 contains 21866 members 
Mstep: Class 5 contains 47533 members 
Mstep: Class 6 contains 2797 members 
Mstep: Class 7 contains 1694 members 
Mstep: Class 8 contains 21692 members 
Mstep: Class 9 contains 23501 members 
Mstep: Class 10 contains 60083 members 
Mstep: Class 11 contains 9771 members 
Mstep: Class 13 contains 43345 members 
Mstep: Class 14 contains 9028 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 7795 members 
Mstep: Class 17 contains 10524 members 
Mstep: Class 18 contains 34482 members 
Mstep: Class 19 contains 8198 members 
Mstep: Class 20 contains 51861 members 
Mstep: Class 21 contains 10969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48132168.000000 Penalty: 41938.761719
Iteration 10Q: 21 clusters Score -4.813217e+07 nChanged 13508
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 14017 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 4 contains 20160 members 
Mstep: Class 5 contains 48500 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 1915 members 
Mstep: Class 8 contains 20426 members 
Mstep: Class 9 contains 24602 members 
Mstep: Class 10 contains 60414 members 
Mstep: Class 11 contains 9822 members 
Mstep: Class 13 contains 42737 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 14261 members 
Mstep: Class 16 contains 7690 members 
Mstep: Class 17 contains 10929 members 
Mstep: Class 18 contains 34243 members 
Mstep: Class 19 contains 8075 members 
Mstep: Class 20 contains 53096 members 
Mstep: Class 21 contains 10677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48140856.000000 Penalty: 41938.761719
Iteration 11Q: 21 clusters Score -4.814086e+07 nChanged 11488
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 13953 members 
Mstep: Class 3 contains 3105 members 
Mstep: Class 4 contains 18841 members 
Mstep: Class 5 contains 49238 members 
Mstep: Class 6 contains 2860 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 8 contains 19304 members 
Mstep: Class 9 contains 25523 members 
Mstep: Class 10 contains 60786 members 
Mstep: Class 11 contains 9918 members 
Mstep: Class 13 contains 42139 members 
Mstep: Class 14 contains 8601 members 
Mstep: Class 15 contains 14512 members 
Mstep: Class 16 contains 7704 members 
Mstep: Class 17 contains 11279 members 
Mstep: Class 18 contains 33948 members 
Mstep: Class 19 contains 7952 members 
Mstep: Class 20 contains 54046 members 
Mstep: Class 21 contains 10451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48146896.000000 Penalty: 41938.761719
Iteration 12Q: 21 clusters Score -4.81469e+07 nChanged 9948
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 13912 members 
Mstep: Class 3 contains 3138 members 
Mstep: Class 4 contains 17993 members 
Mstep: Class 5 contains 49622 members 
Mstep: Class 6 contains 2954 members 
Mstep: Class 7 contains 2212 members 
Mstep: Class 8 contains 18322 members 
Mstep: Class 9 contains 26339 members 
Mstep: Class 10 contains 61165 members 
Mstep: Class 11 contains 10051 members 
Mstep: Class 13 contains 41618 members 
Mstep: Class 14 contains 8402 members 
Mstep: Class 15 contains 14734 members 
Mstep: Class 16 contains 7795 members 
Mstep: Class 17 contains 11525 members 
Mstep: Class 18 contains 33604 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 54782 members 
Mstep: Class 21 contains 10229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48151424.000000 Penalty: 41938.761719
Iteration 13Q: 21 clusters Score -4.815142e+07 nChanged 8775
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 13870 members 
Mstep: Class 3 contains 3152 members 
Mstep: Class 4 contains 17527 members 
Mstep: Class 5 contains 49749 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 7 contains 2293 members 
Mstep: Class 8 contains 17418 members 
Mstep: Class 9 contains 27175 members 
Mstep: Class 10 contains 61539 members 
Mstep: Class 11 contains 10165 members 
Mstep: Class 13 contains 41144 members 
Mstep: Class 14 contains 8216 members 
Mstep: Class 15 contains 14928 members 
Mstep: Class 16 contains 7928 members 
Mstep: Class 17 contains 11655 members 
Mstep: Class 18 contains 33246 members 
Mstep: Class 19 contains 7786 members 
Mstep: Class 20 contains 55358 members 
Mstep: Class 21 contains 10016 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 14Q: 21 clusters Score -4.815449e+07 nChanged 7830
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 13838 members 
Mstep: Class 3 contains 3161 members 
Mstep: Class 4 contains 17281 members 
Mstep: Class 5 contains 49639 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 16601 members 
Mstep: Class 9 contains 27974 members 
Mstep: Class 10 contains 61976 members 
Mstep: Class 11 contains 10278 members 
Mstep: Class 13 contains 40727 members 
Mstep: Class 14 contains 8064 members 
Mstep: Class 15 contains 15098 members 
Mstep: Class 16 contains 8069 members 
Mstep: Class 17 contains 11765 members 
Mstep: Class 18 contains 32800 members 
Mstep: Class 19 contains 7748 members 
Mstep: Class 20 contains 55849 members 
Mstep: Class 21 contains 9812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48157152.000000 Penalty: 41938.761719
Iteration 15Q: 21 clusters Score -4.815715e+07 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 13814 members 
Mstep: Class 3 contains 3165 members 
Mstep: Class 4 contains 17089 members 
Mstep: Class 5 contains 49436 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 15875 members 
Mstep: Class 9 contains 28699 members 
Mstep: Class 10 contains 62547 members 
Mstep: Class 11 contains 10422 members 
Mstep: Class 13 contains 40359 members 
Mstep: Class 14 contains 7933 members 
Mstep: Class 15 contains 15248 members 
Mstep: Class 16 contains 8210 members 
Mstep: Class 17 contains 11808 members 
Mstep: Class 18 contains 32187 members 
Mstep: Class 19 contains 7734 members 
Mstep: Class 20 contains 56322 members 
Mstep: Class 21 contains 9640 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 16Q: 21 clusters Score -4.815894e+07 nChanged 6754
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 13781 members 
Mstep: Class 3 contains 3171 members 
Mstep: Class 4 contains 16936 members 
Mstep: Class 5 contains 49213 members 
Mstep: Class 6 contains 3444 members 
Mstep: Class 7 contains 2403 members 
Mstep: Class 8 contains 15168 members 
Mstep: Class 9 contains 29452 members 
Mstep: Class 10 contains 63170 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 13 contains 40017 members 
Mstep: Class 14 contains 7821 members 
Mstep: Class 15 contains 15372 members 
Mstep: Class 16 contains 8335 members 
Mstep: Class 17 contains 11844 members 
Mstep: Class 18 contains 31521 members 
Mstep: Class 19 contains 7757 members 
Mstep: Class 20 contains 56703 members 
Mstep: Class 21 contains 9488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48161028.000000 Penalty: 41938.761719
Iteration 17Q: 21 clusters Score -4.816103e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 13753 members 
Mstep: Class 3 contains 3175 members 
Mstep: Class 4 contains 16785 members 
Mstep: Class 5 contains 49055 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 2417 members 
Mstep: Class 8 contains 14514 members 
Mstep: Class 9 contains 30247 members 
Mstep: Class 10 contains 63806 members 
Mstep: Class 11 contains 10748 members 
Mstep: Class 13 contains 39721 members 
Mstep: Class 14 contains 7690 members 
Mstep: Class 15 contains 15475 members 
Mstep: Class 16 contains 8438 members 
Mstep: Class 17 contains 11768 members 
Mstep: Class 18 contains 30791 members 
Mstep: Class 19 contains 7776 members 
Mstep: Class 20 contains 57017 members 
Mstep: Class 21 contains 9368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48163268.000000 Penalty: 41938.761719
Iteration 18Q: 21 clusters Score -4.816327e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 13739 members 
Mstep: Class 3 contains 3175 members 
Mstep: Class 4 contains 16635 members 
Mstep: Class 5 contains 48923 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 2430 members 
Mstep: Class 8 contains 13904 members 
Mstep: Class 9 contains 31050 members 
Mstep: Class 10 contains 64499 members 
Mstep: Class 11 contains 10944 members 
Mstep: Class 13 contains 39467 members 
Mstep: Class 14 contains 7567 members 
Mstep: Class 15 contains 15558 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 11623 members 
Mstep: Class 18 contains 30000 members 
Mstep: Class 19 contains 7793 members 
Mstep: Class 20 contains 57330 members 
Mstep: Class 21 contains 9253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48165332.000000 Penalty: 41938.761719
Iteration 19Q: 21 clusters Score -4.816533e+07 nChanged 5870
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 13727 members 
Mstep: Class 3 contains 3177 members 
Mstep: Class 4 contains 16474 members 
Mstep: Class 5 contains 48843 members 
Mstep: Class 6 contains 3688 members 
Mstep: Class 7 contains 2439 members 
Mstep: Class 8 contains 13336 members 
Mstep: Class 9 contains 31893 members 
Mstep: Class 10 contains 65224 members 
Mstep: Class 11 contains 11144 members 
Mstep: Class 13 contains 39225 members 
Mstep: Class 14 contains 7471 members 
Mstep: Class 15 contains 15659 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 11392 members 
Mstep: Class 18 contains 29160 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 57562 members 
Mstep: Class 21 contains 9137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48169108.000000 Penalty: 41938.761719
Iteration 20F: 21 clusters Score -4.816911e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 13722 members 
Mstep: Class 3 contains 3178 members 
Mstep: Class 4 contains 16328 members 
Mstep: Class 5 contains 48935 members 
Mstep: Class 6 contains 3996 members 
Mstep: Class 7 contains 2746 members 
Mstep: Class 8 contains 12737 members 
Mstep: Class 9 contains 32801 members 
Mstep: Class 10 contains 65835 members 
Mstep: Class 11 contains 10872 members 
Mstep: Class 13 contains 38993 members 
Mstep: Class 14 contains 7388 members 
Mstep: Class 15 contains 15691 members 
Mstep: Class 16 contains 8747 members 
Mstep: Class 17 contains 11153 members 
Mstep: Class 18 contains 28315 members 
Mstep: Class 19 contains 7868 members 
Mstep: Class 20 contains 57741 members 
Mstep: Class 21 contains 9020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48172968.000000 Penalty: 41938.761719
Iteration 21Q: 21 clusters Score -4.817297e+07 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 3178 members 
Mstep: Class 4 contains 16195 members 
Mstep: Class 5 contains 49181 members 
Mstep: Class 6 contains 4200 members 
Mstep: Class 7 contains 2881 members 
Mstep: Class 8 contains 12187 members 
Mstep: Class 9 contains 33805 members 
Mstep: Class 10 contains 66339 members 
Mstep: Class 11 contains 10813 members 
Mstep: Class 13 contains 38688 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 15 contains 15780 members 
Mstep: Class 16 contains 8861 members 
Mstep: Class 17 contains 10838 members 
Mstep: Class 18 contains 27438 members 
Mstep: Class 19 contains 7911 members 
Mstep: Class 20 contains 57840 members 
Mstep: Class 21 contains 8895 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 22Q: 21 clusters Score -4.817498e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 13699 members 
Mstep: Class 3 contains 3177 members 
Mstep: Class 4 contains 16084 members 
Mstep: Class 5 contains 49531 members 
Mstep: Class 6 contains 4293 members 
Mstep: Class 7 contains 2955 members 
Mstep: Class 8 contains 11598 members 
Mstep: Class 9 contains 34838 members 
Mstep: Class 10 contains 66735 members 
Mstep: Class 11 contains 10897 members 
Mstep: Class 13 contains 38375 members 
Mstep: Class 14 contains 7253 members 
Mstep: Class 15 contains 15866 members 
Mstep: Class 16 contains 8991 members 
Mstep: Class 17 contains 10540 members 
Mstep: Class 18 contains 26634 members 
Mstep: Class 19 contains 7959 members 
Mstep: Class 20 contains 57864 members 
Mstep: Class 21 contains 8749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48176460.000000 Penalty: 41938.761719
Iteration 23Q: 21 clusters Score -4.817646e+07 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 3180 members 
Mstep: Class 4 contains 16007 members 
Mstep: Class 5 contains 50051 members 
Mstep: Class 6 contains 4361 members 
Mstep: Class 7 contains 3004 members 
Mstep: Class 8 contains 11072 members 
Mstep: Class 9 contains 35875 members 
Mstep: Class 10 contains 66997 members 
Mstep: Class 11 contains 10957 members 
Mstep: Class 13 contains 38087 members 
Mstep: Class 14 contains 7157 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 9175 members 
Mstep: Class 17 contains 10248 members 
Mstep: Class 18 contains 25821 members 
Mstep: Class 19 contains 8026 members 
Mstep: Class 20 contains 57834 members 
Mstep: Class 21 contains 8548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48178172.000000 Penalty: 41938.761719
Iteration 24Q: 21 clusters Score -4.817817e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 13725 members 
Mstep: Class 3 contains 3182 members 
Mstep: Class 4 contains 15939 members 
Mstep: Class 5 contains 50709 members 
Mstep: Class 6 contains 4406 members 
Mstep: Class 7 contains 3046 members 
Mstep: Class 8 contains 10563 members 
Mstep: Class 9 contains 36885 members 
Mstep: Class 10 contains 67164 members 
Mstep: Class 11 contains 11039 members 
Mstep: Class 13 contains 37858 members 
Mstep: Class 14 contains 7083 members 
Mstep: Class 15 contains 15980 members 
Mstep: Class 16 contains 9406 members 
Mstep: Class 17 contains 9927 members 
Mstep: Class 18 contains 25044 members 
Mstep: Class 19 contains 8081 members 
Mstep: Class 20 contains 57717 members 
Mstep: Class 21 contains 8287 members 
Entering Unmasked Estep 
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Iteration 25Q: 21 clusters Score -4.817957e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 13766 members 
Mstep: Class 3 contains 3187 members 
Mstep: Class 4 contains 15897 members 
Mstep: Class 5 contains 51380 members 
Mstep: Class 6 contains 4441 members 
Mstep: Class 7 contains 3065 members 
Mstep: Class 8 contains 10050 members 
Mstep: Class 9 contains 37926 members 
Mstep: Class 10 contains 67237 members 
Mstep: Class 11 contains 11127 members 
Mstep: Class 13 contains 37662 members 
Mstep: Class 14 contains 6989 members 
Mstep: Class 15 contains 16009 members 
Mstep: Class 16 contains 9647 members 
Mstep: Class 17 contains 9586 members 
Mstep: Class 18 contains 24338 members 
Mstep: Class 19 contains 8137 members 
Mstep: Class 20 contains 57555 members 
Mstep: Class 21 contains 8045 members 
Entering Unmasked Estep 
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Iteration 26Q: 21 clusters Score -4.818088e+07 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 13814 members 
Mstep: Class 3 contains 3188 members 
Mstep: Class 4 contains 15885 members 
Mstep: Class 5 contains 52046 members 
Mstep: Class 6 contains 4481 members 
Mstep: Class 7 contains 3076 members 
Mstep: Class 8 contains 9521 members 
Mstep: Class 9 contains 38950 members 
Mstep: Class 10 contains 67289 members 
Mstep: Class 11 contains 11187 members 
Mstep: Class 13 contains 37507 members 
Mstep: Class 14 contains 6914 members 
Mstep: Class 15 contains 16010 members 
Mstep: Class 16 contains 9823 members 
Mstep: Class 17 contains 9247 members 
Mstep: Class 18 contains 23688 members 
Mstep: Class 19 contains 8183 members 
Mstep: Class 20 contains 57341 members 
Mstep: Class 21 contains 7895 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -4.81819e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 13879 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 15858 members 
Mstep: Class 5 contains 52757 members 
Mstep: Class 6 contains 4509 members 
Mstep: Class 7 contains 3089 members 
Mstep: Class 8 contains 8993 members 
Mstep: Class 9 contains 39979 members 
Mstep: Class 10 contains 67276 members 
Mstep: Class 11 contains 11236 members 
Mstep: Class 13 contains 37362 members 
Mstep: Class 14 contains 6877 members 
Mstep: Class 15 contains 15996 members 
Mstep: Class 16 contains 9907 members 
Mstep: Class 17 contains 8885 members 
Mstep: Class 18 contains 23094 members 
Mstep: Class 19 contains 8212 members 
Mstep: Class 20 contains 57115 members 
Mstep: Class 21 contains 7837 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -4.818278e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 13932 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 15835 members 
Mstep: Class 5 contains 53416 members 
Mstep: Class 6 contains 4540 members 
Mstep: Class 7 contains 3101 members 
Mstep: Class 8 contains 8537 members 
Mstep: Class 9 contains 40965 members 
Mstep: Class 10 contains 67237 members 
Mstep: Class 11 contains 11287 members 
Mstep: Class 13 contains 37192 members 
Mstep: Class 14 contains 6846 members 
Mstep: Class 15 contains 16019 members 
Mstep: Class 16 contains 9943 members 
Mstep: Class 17 contains 8507 members 
Mstep: Class 18 contains 22579 members 
Mstep: Class 19 contains 8236 members 
Mstep: Class 20 contains 56889 members 
Mstep: Class 21 contains 7815 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -4.818371e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 15833 members 
Mstep: Class 5 contains 54055 members 
Mstep: Class 6 contains 4563 members 
Mstep: Class 7 contains 3107 members 
Mstep: Class 8 contains 8105 members 
Mstep: Class 9 contains 41918 members 
Mstep: Class 10 contains 67161 members 
Mstep: Class 11 contains 11351 members 
Mstep: Class 13 contains 37004 members 
Mstep: Class 14 contains 6815 members 
Mstep: Class 15 contains 16034 members 
Mstep: Class 16 contains 9923 members 
Mstep: Class 17 contains 8157 members 
Mstep: Class 18 contains 22103 members 
Mstep: Class 19 contains 8249 members 
Mstep: Class 20 contains 56683 members 
Mstep: Class 21 contains 7832 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -4.818432e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 14050 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 15815 members 
Mstep: Class 5 contains 54644 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 3112 members 
Mstep: Class 8 contains 7758 members 
Mstep: Class 9 contains 42865 members 
Mstep: Class 10 contains 67086 members 
Mstep: Class 11 contains 11384 members 
Mstep: Class 13 contains 36793 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 16029 members 
Mstep: Class 16 contains 9895 members 
Mstep: Class 17 contains 7798 members 
Mstep: Class 18 contains 21681 members 
Mstep: Class 19 contains 8263 members 
Mstep: Class 20 contains 56448 members 
Mstep: Class 21 contains 7870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48184680.000000 Penalty: 41938.761719
Iteration 31Q: 21 clusters Score -4.818468e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 14121 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 15807 members 
Mstep: Class 5 contains 55205 members 
Mstep: Class 6 contains 4632 members 
Mstep: Class 7 contains 3118 members 
Mstep: Class 8 contains 7446 members 
Mstep: Class 9 contains 43717 members 
Mstep: Class 10 contains 67022 members 
Mstep: Class 11 contains 11419 members 
Mstep: Class 13 contains 36581 members 
Mstep: Class 14 contains 6785 members 
Mstep: Class 15 contains 16021 members 
Mstep: Class 16 contains 9830 members 
Mstep: Class 17 contains 7505 members 
Mstep: Class 18 contains 21294 members 
Mstep: Class 19 contains 8282 members 
Mstep: Class 20 contains 56216 members 
Mstep: Class 21 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48184988.000000 Penalty: 41938.761719
Iteration 32Q: 21 clusters Score -4.818499e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 14198 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 15801 members 
Mstep: Class 5 contains 55698 members 
Mstep: Class 6 contains 4677 members 
Mstep: Class 7 contains 3121 members 
Mstep: Class 8 contains 7156 members 
Mstep: Class 9 contains 44476 members 
Mstep: Class 10 contains 66964 members 
Mstep: Class 11 contains 11450 members 
Mstep: Class 13 contains 36417 members 
Mstep: Class 14 contains 6799 members 
Mstep: Class 15 contains 16006 members 
Mstep: Class 16 contains 9757 members 
Mstep: Class 17 contains 7198 members 
Mstep: Class 18 contains 20964 members 
Mstep: Class 19 contains 8284 members 
Mstep: Class 20 contains 55991 members 
Mstep: Class 21 contains 7951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48185620.000000 Penalty: 41938.761719
Iteration 33Q: 21 clusters Score -4.818562e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 14272 members 
Mstep: Class 3 contains 3200 members 
Mstep: Class 4 contains 15804 members 
Mstep: Class 5 contains 56181 members 
Mstep: Class 6 contains 4720 members 
Mstep: Class 7 contains 3129 members 
Mstep: Class 8 contains 6884 members 
Mstep: Class 9 contains 45164 members 
Mstep: Class 10 contains 66907 members 
Mstep: Class 11 contains 11473 members 
Mstep: Class 13 contains 36242 members 
Mstep: Class 14 contains 6836 members 
Mstep: Class 15 contains 15992 members 
Mstep: Class 16 contains 9694 members 
Mstep: Class 17 contains 6932 members 
Mstep: Class 18 contains 20658 members 
Mstep: Class 19 contains 8270 members 
Mstep: Class 20 contains 55758 members 
Mstep: Class 21 contains 7995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48186008.000000 Penalty: 41938.761719
Iteration 34Q: 21 clusters Score -4.818601e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 14333 members 
Mstep: Class 3 contains 3199 members 
Mstep: Class 4 contains 15798 members 
Mstep: Class 5 contains 56606 members 
Mstep: Class 6 contains 4769 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 8 contains 6633 members 
Mstep: Class 9 contains 45796 members 
Mstep: Class 10 contains 66875 members 
Mstep: Class 11 contains 11507 members 
Mstep: Class 13 contains 36072 members 
Mstep: Class 14 contains 6880 members 
Mstep: Class 15 contains 15961 members 
Mstep: Class 16 contains 9630 members 
Mstep: Class 17 contains 6702 members 
Mstep: Class 18 contains 20397 members 
Mstep: Class 19 contains 8245 members 
Mstep: Class 20 contains 55538 members 
Mstep: Class 21 contains 8042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48186428.000000 Penalty: 41938.761719
Iteration 35Q: 21 clusters Score -4.818643e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 14400 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 15796 members 
Mstep: Class 5 contains 56985 members 
Mstep: Class 6 contains 4824 members 
Mstep: Class 7 contains 3134 members 
Mstep: Class 8 contains 6415 members 
Mstep: Class 9 contains 46373 members 
Mstep: Class 10 contains 66842 members 
Mstep: Class 11 contains 11537 members 
Mstep: Class 13 contains 35921 members 
Mstep: Class 14 contains 6923 members 
Mstep: Class 15 contains 15915 members 
Mstep: Class 16 contains 9553 members 
Mstep: Class 17 contains 6497 members 
Mstep: Class 18 contains 20175 members 
Mstep: Class 19 contains 8214 members 
Mstep: Class 20 contains 55344 members 
Mstep: Class 21 contains 8071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48186672.000000 Penalty: 41938.761719
Iteration 36Q: 21 clusters Score -4.818667e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 14446 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 15803 members 
Mstep: Class 5 contains 57316 members 
Mstep: Class 6 contains 4877 members 
Mstep: Class 7 contains 3140 members 
Mstep: Class 8 contains 6244 members 
Mstep: Class 9 contains 46817 members 
Mstep: Class 10 contains 66821 members 
Mstep: Class 11 contains 11550 members 
Mstep: Class 13 contains 35804 members 
Mstep: Class 14 contains 6966 members 
Mstep: Class 15 contains 15889 members 
Mstep: Class 16 contains 9494 members 
Mstep: Class 17 contains 6340 members 
Mstep: Class 18 contains 19972 members 
Mstep: Class 19 contains 8190 members 
Mstep: Class 20 contains 55164 members 
Mstep: Class 21 contains 8091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48186896.000000 Penalty: 41938.761719
Iteration 37Q: 21 clusters Score -4.81869e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 14486 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 15810 members 
Mstep: Class 5 contains 57639 members 
Mstep: Class 6 contains 4946 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 6062 members 
Mstep: Class 9 contains 47207 members 
Mstep: Class 10 contains 66803 members 
Mstep: Class 11 contains 11564 members 
Mstep: Class 13 contains 35715 members 
Mstep: Class 14 contains 7015 members 
Mstep: Class 15 contains 15860 members 
Mstep: Class 16 contains 9443 members 
Mstep: Class 17 contains 6207 members 
Mstep: Class 18 contains 19788 members 
Mstep: Class 19 contains 8144 members 
Mstep: Class 20 contains 54990 members 
Mstep: Class 21 contains 8110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48187096.000000 Penalty: 41938.761719
Iteration 38Q: 21 clusters Score -4.81871e+07 nChanged 1221
Entering ConstructFrom: 
Score: -48187096.000000 Penalty: 41938.761719
Entering ConstructFrom: 
Trying to split cluster 1 (5863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Entering Unmasked Estep 
Score: -684862.750000 Penalty: 1409.917725
	Iteration 0F: 2 clusters Score -684862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -680368.812500 Penalty: 2819.835449
	Iteration 0F: 3 clusters Score -680368.8 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -682274.562500 Penalty: 2819.835449
	Iteration 1F: 3 clusters Score -682274.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -683743.062500 Penalty: 2819.835449
	Iteration 2F: 3 clusters Score -683743.1 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -685501.687500 Penalty: 2819.835449
	Iteration 3F: 3 clusters Score -685501.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -687260.500000 Penalty: 2819.835449
	Iteration 4F: 3 clusters Score -687260.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -687766.625000 Penalty: 2819.835449
	Iteration 5F: 3 clusters Score -687766.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -687851.375000 Penalty: 2819.835449
	Iteration 6Q: 3 clusters Score -687851.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -687894.187500 Penalty: 2819.835449
	Iteration 7Q: 3 clusters Score -687894.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -687922.062500 Penalty: 2819.835449
	Iteration 8Q: 3 clusters Score -687922.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -687938.187500 Penalty: 2819.835449
	Iteration 9Q: 3 clusters Score -687938.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -687951.562500 Penalty: 2819.835449
	Iteration 10Q: 3 clusters Score -687951.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -687963.187500 Penalty: 2819.835449
	Iteration 11Q: 3 clusters Score -687963.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -687974.375000 Penalty: 2819.835449
	Iteration 12Q: 3 clusters Score -687974.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -687979.937500 Penalty: 2819.835449
	Iteration 13Q: 3 clusters Score -687979.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -687984.625000 Penalty: 2819.835449
	Iteration 14Q: 3 clusters Score -687984.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -687992.312500 Penalty: 2819.835449
	Iteration 15Q: 3 clusters Score -687992.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -687995.437500 Penalty: 2819.835449
	Iteration 16Q: 3 clusters Score -687995.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -687996.875000 Penalty: 2819.835449
	Iteration 17Q: 3 clusters Score -687996.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -687998.875000 Penalty: 2819.835449
	Iteration 18Q: 3 clusters Score -687998.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -688000.000000 Penalty: 2819.835449
	Iteration 19Q: 3 clusters Score -688000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -688003.125000 Penalty: 2819.835449
	Iteration 20F: 3 clusters Score -688003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -688002.187500 Penalty: 2819.835449
	Iteration 21Q: 3 clusters Score -688002.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -688003.375000 Penalty: 2819.835449
	Iteration 22Q: 3 clusters Score -688003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -688003.625000 Penalty: 2819.835449
	Iteration 23Q: 3 clusters Score -688003.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -688004.750000 Penalty: 2819.835449
	Iteration 24Q: 3 clusters Score -688004.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -688006.937500 Penalty: 2819.835449
	Iteration 25Q: 3 clusters Score -688006.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -688008.812500 Penalty: 2819.835449
	Iteration 26Q: 3 clusters Score -688008.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -688013.500000 Penalty: 2819.835449
	Iteration 27Q: 3 clusters Score -688013.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -688014.062500 Penalty: 2819.835449
	Iteration 28Q: 3 clusters Score -688014.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -688015.187500 Penalty: 2819.835449
	Iteration 29Q: 3 clusters Score -688015.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -688015.687500 Penalty: 2819.835449
	Iteration 30Q: 3 clusters Score -688015.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -688015.875000 Penalty: 2819.835449
	Iteration 31Q: 3 clusters Score -688015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -688014.687500 Penalty: 2819.835449
	Iteration 32Q: 3 clusters Score -688014.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -688015.750000 Penalty: 2819.835449
	Iteration 33Q: 3 clusters Score -688015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -688016.312500 Penalty: 2819.835449
	Iteration 34Q: 3 clusters Score -688016.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -688016.312500 Penalty: 2819.835449
	Iteration 35F: 3 clusters Score -688016.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14513 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 57941 members 
Mstep: Class 6 contains 5007 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 47556 members 
Mstep: Class 10 contains 66773 members 
Mstep: Class 11 contains 11591 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 35637 members 
Mstep: Class 14 contains 7043 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 8101 members 
Mstep: Class 20 contains 54836 members 
Mstep: Class 21 contains 8128 members 
Entering Unmasked Estep 
Score: -48189936.000000 Penalty: 44035.703125
Splitting cluster 1 changes total score from -48187096.000000 to -48189936.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 2 (14513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Entering Unmasked Estep 
Score: -1821327.750000 Penalty: 1557.204956
	Iteration 0F: 2 clusters Score -1821328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1811209.375000 Penalty: 3114.409912
	Iteration 0F: 3 clusters Score -1811209 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1814881.875000 Penalty: 3114.409912
	Iteration 1F: 3 clusters Score -1814882 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1815341.250000 Penalty: 3114.409912
	Iteration 2F: 3 clusters Score -1815341 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1815914.750000 Penalty: 3114.409912
	Iteration 3F: 3 clusters Score -1815915 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1816676.375000 Penalty: 3114.409912
	Iteration 4F: 3 clusters Score -1816676 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1817704.750000 Penalty: 3114.409912
	Iteration 5F: 3 clusters Score -1817705 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1818821.500000 Penalty: 3114.409912
	Iteration 6F: 3 clusters Score -1818822 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1819818.000000 Penalty: 3114.409912
	Iteration 7F: 3 clusters Score -1819818 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1820379.375000 Penalty: 3114.409912
	Iteration 8Q: 3 clusters Score -1820379 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1820588.500000 Penalty: 3114.409912
	Iteration 9Q: 3 clusters Score -1820588 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1820660.750000 Penalty: 3114.409912
	Iteration 10Q: 3 clusters Score -1820661 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1820680.000000 Penalty: 3114.409912
	Iteration 11Q: 3 clusters Score -1820680 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1820690.250000 Penalty: 3114.409912
	Iteration 12Q: 3 clusters Score -1820690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1820698.750000 Penalty: 3114.409912
	Iteration 13Q: 3 clusters Score -1820699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1820700.875000 Penalty: 3114.409912
	Iteration 14Q: 3 clusters Score -1820701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1820705.250000 Penalty: 3114.409912
	Iteration 15Q: 3 clusters Score -1820705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1820707.750000 Penalty: 3114.409912
	Iteration 16Q: 3 clusters Score -1820708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1820706.500000 Penalty: 3114.409912
	Iteration 17Q: 3 clusters Score -1820706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1820708.500000 Penalty: 3114.409912
	Iteration 18Q: 3 clusters Score -1820708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1820707.125000 Penalty: 3114.409912
	Iteration 19Q: 3 clusters Score -1820707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1820708.875000 Penalty: 3114.409912
	Iteration 20F: 3 clusters Score -1820709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1820712.750000 Penalty: 3114.409912
	Iteration 21Q: 3 clusters Score -1820713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1820713.125000 Penalty: 3114.409912
	Iteration 22Q: 3 clusters Score -1820713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1820712.250000 Penalty: 3114.409912
	Iteration 23Q: 3 clusters Score -1820712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1820712.500000 Penalty: 3114.409912
	Iteration 24Q: 3 clusters Score -1820712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1820713.750000 Penalty: 3114.409912
	Iteration 25Q: 3 clusters Score -1820714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1820717.375000 Penalty: 3114.409912
	Iteration 26Q: 3 clusters Score -1820717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1820718.625000 Penalty: 3114.409912
	Iteration 27Q: 3 clusters Score -1820719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -1820718.625000 Penalty: 3114.409912
	Iteration 28F: 3 clusters Score -1820719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Entering Unmasked Estep 
Score: -393830.687500 Penalty: 1311.420654
	Iteration 0F: 2 clusters Score -393830.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -391012.906250 Penalty: 2622.841309
	Iteration 0F: 3 clusters Score -391012.9 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -391689.062500 Penalty: 2622.841309
	Iteration 1F: 3 clusters Score -391689.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -391879.437500 Penalty: 2622.841309
	Iteration 2F: 3 clusters Score -391879.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -392027.031250 Penalty: 2622.841309
	Iteration 3F: 3 clusters Score -392027 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -392128.312500 Penalty: 2622.841309
	Iteration 4Q: 3 clusters Score -392128.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -392195.531250 Penalty: 2622.841309
	Iteration 5Q: 3 clusters Score -392195.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -392251.593750 Penalty: 2622.841309
	Iteration 6Q: 3 clusters Score -392251.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -392312.906250 Penalty: 2622.841309
	Iteration 7Q: 3 clusters Score -392312.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -392381.343750 Penalty: 2622.841309
	Iteration 8Q: 3 clusters Score -392381.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -392433.218750 Penalty: 2622.841309
	Iteration 9Q: 3 clusters Score -392433.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -392462.937500 Penalty: 2622.841309
	Iteration 10Q: 3 clusters Score -392462.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -392493.156250 Penalty: 2622.841309
	Iteration 11Q: 3 clusters Score -392493.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -392520.812500 Penalty: 2622.841309
	Iteration 12Q: 3 clusters Score -392520.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -392542.968750 Penalty: 2622.841309
	Iteration 13Q: 3 clusters Score -392543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -392562.468750 Penalty: 2622.841309
	Iteration 14Q: 3 clusters Score -392562.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -392578.187500 Penalty: 2622.841309
	Iteration 15Q: 3 clusters Score -392578.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -392587.750000 Penalty: 2622.841309
	Iteration 16Q: 3 clusters Score -392587.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -392594.531250 Penalty: 2622.841309
	Iteration 17Q: 3 clusters Score -392594.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -392598.500000 Penalty: 2622.841309
	Iteration 18Q: 3 clusters Score -392598.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -392599.843750 Penalty: 2622.841309
	Iteration 19Q: 3 clusters Score -392599.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -392601.375000 Penalty: 2622.841309
	Iteration 20F: 3 clusters Score -392601.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -392602.937500 Penalty: 2622.841309
	Iteration 21Q: 3 clusters Score -392602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -392604.500000 Penalty: 2622.841309
	Iteration 22Q: 3 clusters Score -392604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -392606.156250 Penalty: 2622.841309
	Iteration 23Q: 3 clusters Score -392606.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -392608.343750 Penalty: 2622.841309
	Iteration 24Q: 3 clusters Score -392608.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -392609.500000 Penalty: 2622.841309
	Iteration 25Q: 3 clusters Score -392609.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -392610.781250 Penalty: 2622.841309
	Iteration 26Q: 3 clusters Score -392610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -392613.718750 Penalty: 2622.841309
	Iteration 27Q: 3 clusters Score -392613.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -392613.781250 Penalty: 2622.841309
	Iteration 28Q: 3 clusters Score -392613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -392615.656250 Penalty: 2622.841309
	Iteration 29Q: 3 clusters Score -392615.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -392616.875000 Penalty: 2622.841309
	Iteration 30Q: 3 clusters Score -392616.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -392618.625000 Penalty: 2622.841309
	Iteration 31Q: 3 clusters Score -392618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -392621.593750 Penalty: 2622.841309
	Iteration 32Q: 3 clusters Score -392621.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -392622.781250 Penalty: 2622.841309
	Iteration 33Q: 3 clusters Score -392622.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -392623.562500 Penalty: 2622.841309
	Iteration 34Q: 3 clusters Score -392623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -392624.250000 Penalty: 2622.841309
	Iteration 35Q: 3 clusters Score -392624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -392625.187500 Penalty: 2622.841309
	Iteration 36Q: 3 clusters Score -392625.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -392625.625000 Penalty: 2622.841309
	Iteration 37Q: 3 clusters Score -392625.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -392626.437500 Penalty: 2622.841309
	Iteration 38Q: 3 clusters Score -392626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -392626.468750 Penalty: 2622.841309
	Iteration 39Q: 3 clusters Score -392626.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -392626.468750 Penalty: 2622.841309
	Iteration 40F: 3 clusters Score -392626.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (15808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Entering Unmasked Estep 
Score: -1963404.625000 Penalty: 1571.093994
	Iteration 0F: 2 clusters Score -1963405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1952465.250000 Penalty: 3142.187988
	Iteration 0F: 3 clusters Score -1952465 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1956254.250000 Penalty: 3142.187988
	Iteration 1F: 3 clusters Score -1956254 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1956571.125000 Penalty: 3142.187988
	Iteration 2F: 3 clusters Score -1956571 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1956870.625000 Penalty: 3142.187988
	Iteration 3F: 3 clusters Score -1956871 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1957158.250000 Penalty: 3142.187988
	Iteration 4Q: 3 clusters Score -1957158 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1957414.375000 Penalty: 3142.187988
	Iteration 5Q: 3 clusters Score -1957414 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1957668.750000 Penalty: 3142.187988
	Iteration 6Q: 3 clusters Score -1957669 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1957942.125000 Penalty: 3142.187988
	Iteration 7Q: 3 clusters Score -1957942 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1958262.625000 Penalty: 3142.187988
	Iteration 8Q: 3 clusters Score -1958263 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1958626.500000 Penalty: 3142.187988
	Iteration 9Q: 3 clusters Score -1958626 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1959016.125000 Penalty: 3142.187988
	Iteration 10Q: 3 clusters Score -1959016 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1959382.375000 Penalty: 3142.187988
	Iteration 11Q: 3 clusters Score -1959382 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1959746.250000 Penalty: 3142.187988
	Iteration 12Q: 3 clusters Score -1959746 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1960063.125000 Penalty: 3142.187988
	Iteration 13Q: 3 clusters Score -1960063 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1960368.125000 Penalty: 3142.187988
	Iteration 14Q: 3 clusters Score -1960368 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1960675.250000 Penalty: 3142.187988
	Iteration 15Q: 3 clusters Score -1960675 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1960950.500000 Penalty: 3142.187988
	Iteration 16Q: 3 clusters Score -1960950 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1961219.875000 Penalty: 3142.187988
	Iteration 17Q: 3 clusters Score -1961220 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1961458.875000 Penalty: 3142.187988
	Iteration 18Q: 3 clusters Score -1961459 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1961674.125000 Penalty: 3142.187988
	Iteration 19Q: 3 clusters Score -1961674 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1961831.625000 Penalty: 3142.187988
	Iteration 20F: 3 clusters Score -1961832 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1961931.000000 Penalty: 3142.187988
	Iteration 21Q: 3 clusters Score -1961931 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1962013.500000 Penalty: 3142.187988
	Iteration 22Q: 3 clusters Score -1962014 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1962080.375000 Penalty: 3142.187988
	Iteration 23Q: 3 clusters Score -1962080 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1962130.500000 Penalty: 3142.187988
	Iteration 24Q: 3 clusters Score -1962130 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1962161.625000 Penalty: 3142.187988
	Iteration 25Q: 3 clusters Score -1962162 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1962179.500000 Penalty: 3142.187988
	Iteration 26Q: 3 clusters Score -1962180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1962203.375000 Penalty: 3142.187988
	Iteration 27Q: 3 clusters Score -1962203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1962216.125000 Penalty: 3142.187988
	Iteration 28Q: 3 clusters Score -1962216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1962220.750000 Penalty: 3142.187988
	Iteration 29Q: 3 clusters Score -1962221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1962229.875000 Penalty: 3142.187988
	Iteration 30Q: 3 clusters Score -1962230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1962235.250000 Penalty: 3142.187988
	Iteration 31Q: 3 clusters Score -1962235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1962241.625000 Penalty: 3142.187988
	Iteration 32Q: 3 clusters Score -1962242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1962248.625000 Penalty: 3142.187988
	Iteration 33Q: 3 clusters Score -1962249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1962255.875000 Penalty: 3142.187988
	Iteration 34Q: 3 clusters Score -1962256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1962260.375000 Penalty: 3142.187988
	Iteration 35Q: 3 clusters Score -1962260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1962263.625000 Penalty: 3142.187988
	Iteration 36Q: 3 clusters Score -1962264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1962266.500000 Penalty: 3142.187988
	Iteration 37Q: 3 clusters Score -1962266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1962269.375000 Penalty: 3142.187988
	Iteration 38Q: 3 clusters Score -1962269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1962271.875000 Penalty: 3142.187988
	Iteration 39Q: 3 clusters Score -1962272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1962275.500000 Penalty: 3142.187988
	Iteration 40F: 3 clusters Score -1962276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1962282.125000 Penalty: 3142.187988
	Iteration 41Q: 3 clusters Score -1962282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1962285.125000 Penalty: 3142.187988
	Iteration 42Q: 3 clusters Score -1962285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1962292.625000 Penalty: 3142.187988
	Iteration 43Q: 3 clusters Score -1962293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1962295.750000 Penalty: 3142.187988
	Iteration 44Q: 3 clusters Score -1962296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1962295.750000 Penalty: 3142.187988
	Iteration 45Q: 3 clusters Score -1962296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1962297.000000 Penalty: 3142.187988
	Iteration 46Q: 3 clusters Score -1962297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1962296.625000 Penalty: 3142.187988
	Iteration 47Q: 3 clusters Score -1962297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1962296.625000 Penalty: 3142.187988
	Iteration 48Q: 3 clusters Score -1962297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1962295.500000 Penalty: 3142.187988
	Iteration 49Q: 3 clusters Score -1962296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1962298.625000 Penalty: 3142.187988
	Iteration 50Q: 3 clusters Score -1962299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1962300.250000 Penalty: 3142.187988
	Iteration 51Q: 3 clusters Score -1962300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1962301.625000 Penalty: 3142.187988
	Iteration 52Q: 3 clusters Score -1962302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1962300.875000 Penalty: 3142.187988
	Iteration 53Q: 3 clusters Score -1962301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1962308.375000 Penalty: 3142.187988
	Iteration 54Q: 3 clusters Score -1962308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1962306.750000 Penalty: 3142.187988
	Iteration 55Q: 3 clusters Score -1962307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1962309.875000 Penalty: 3142.187988
	Iteration 56Q: 3 clusters Score -1962310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1962310.625000 Penalty: 3142.187988
	Iteration 57Q: 3 clusters Score -1962311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1962310.250000 Penalty: 3142.187988
	Iteration 58Q: 3 clusters Score -1962310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1962313.000000 Penalty: 3142.187988
	Iteration 59Q: 3 clusters Score -1962313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1962317.875000 Penalty: 3142.187988
	Iteration 60F: 3 clusters Score -1962318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1962316.250000 Penalty: 3142.187988
	Iteration 61Q: 3 clusters Score -1962316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1962316.250000 Penalty: 3142.187988
	Iteration 62F: 3 clusters Score -1962316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57941 members 
Entering Unmasked Estep 
Score: -7150030.000000 Penalty: 1782.166748
	Iteration 0F: 2 clusters Score -7150030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -7111941.000000 Penalty: 3564.333496
	Iteration 0F: 3 clusters Score -7111941 nChanged 27350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -7127544.000000 Penalty: 3564.333496
	Iteration 1F: 3 clusters Score -7127544 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -7128183.500000 Penalty: 3564.333496
	Iteration 2Q: 3 clusters Score -7128184 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -7129108.000000 Penalty: 3564.333496
	Iteration 3Q: 3 clusters Score -7129108 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -7130680.000000 Penalty: 3564.333496
	Iteration 4F: 3 clusters Score -7130680 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -7133230.500000 Penalty: 3564.333496
	Iteration 5F: 3 clusters Score -7133230 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -7137140.500000 Penalty: 3564.333496
	Iteration 6F: 3 clusters Score -7137140 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -7141722.000000 Penalty: 3564.333496
	Iteration 7F: 3 clusters Score -7141722 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -7145211.500000 Penalty: 3564.333496
	Iteration 8F: 3 clusters Score -7145212 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -7147096.500000 Penalty: 3564.333496
	Iteration 9Q: 3 clusters Score -7147096 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -7147855.500000 Penalty: 3564.333496
	Iteration 10Q: 3 clusters Score -7147856 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 57430 members 
Entering Unmasked Estep 
Score: -7148155.500000 Penalty: 3564.333496
	Iteration 11Q: 3 clusters Score -7148156 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 57559 members 
Entering Unmasked Estep 
Score: -7148286.000000 Penalty: 3564.333496
	Iteration 12Q: 3 clusters Score -7148286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 57612 members 
Entering Unmasked Estep 
Score: -7148336.000000 Penalty: 3564.333496
	Iteration 13Q: 3 clusters Score -7148336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -7148391.500000 Penalty: 3564.333496
	Iteration 14Q: 3 clusters Score -7148392 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 57666 members 
Entering Unmasked Estep 
Score: -7148423.000000 Penalty: 3564.333496
	Iteration 15Q: 3 clusters Score -7148423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 57672 members 
Entering Unmasked Estep 
Score: -7148437.500000 Penalty: 3564.333496
	Iteration 16Q: 3 clusters Score -7148438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 57676 members 
Entering Unmasked Estep 
Score: -7148447.000000 Penalty: 3564.333496
	Iteration 17Q: 3 clusters Score -7148447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -7148456.500000 Penalty: 3564.333496
	Iteration 18Q: 3 clusters Score -7148456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -7148455.000000 Penalty: 3564.333496
	Iteration 19Q: 3 clusters Score -7148455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 57683 members 
Entering Unmasked Estep 
Score: -7148473.000000 Penalty: 3564.333496
	Iteration 20F: 3 clusters Score -7148473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 57684 members 
Entering Unmasked Estep 
Score: -7148479.500000 Penalty: 3564.333496
	Iteration 21Q: 3 clusters Score -7148480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 57685 members 
Entering Unmasked Estep 
Score: -7148482.500000 Penalty: 3564.333496
	Iteration 22Q: 3 clusters Score -7148482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 57686 members 
Entering Unmasked Estep 
Score: -7148487.000000 Penalty: 3564.333496
	Iteration 23Q: 3 clusters Score -7148487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -7148485.000000 Penalty: 3564.333496
	Iteration 24Q: 3 clusters Score -7148485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 57688 members 
Entering Unmasked Estep 
Score: -7148492.500000 Penalty: 3564.333496
	Iteration 25Q: 3 clusters Score -7148492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -7148500.000000 Penalty: 3564.333496
	Iteration 26Q: 3 clusters Score -7148500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -7148495.500000 Penalty: 3564.333496
	Iteration 27Q: 3 clusters Score -7148496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 57691 members 
Entering Unmasked Estep 
Score: -7148495.500000 Penalty: 3564.333496
	Iteration 28F: 3 clusters Score -7148496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Entering Unmasked Estep 
Score: -596135.187500 Penalty: 1384.271240
	Iteration 0F: 2 clusters Score -596135.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -592156.812500 Penalty: 2768.542480
	Iteration 0F: 3 clusters Score -592156.8 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -593442.062500 Penalty: 2768.542480
	Iteration 1F: 3 clusters Score -593442.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -593912.500000 Penalty: 2768.542480
	Iteration 2F: 3 clusters Score -593912.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -594441.875000 Penalty: 2768.542480
	Iteration 3F: 3 clusters Score -594441.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -595047.187500 Penalty: 2768.542480
	Iteration 4F: 3 clusters Score -595047.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -595584.187500 Penalty: 2768.542480
	Iteration 5F: 3 clusters Score -595584.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -596016.937500 Penalty: 2768.542480
	Iteration 6F: 3 clusters Score -596016.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -596494.125000 Penalty: 2768.542480
	Iteration 7F: 3 clusters Score -596494.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -596982.375000 Penalty: 2768.542480
	Iteration 8Q: 3 clusters Score -596982.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -597196.125000 Penalty: 2768.542480
	Iteration 9Q: 3 clusters Score -597196.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -597266.812500 Penalty: 2768.542480
	Iteration 10Q: 3 clusters Score -597266.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -597300.187500 Penalty: 2768.542480
	Iteration 11Q: 3 clusters Score -597300.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -597345.437500 Penalty: 2768.542480
	Iteration 12Q: 3 clusters Score -597345.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -597422.812500 Penalty: 2768.542480
	Iteration 13Q: 3 clusters Score -597422.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -597550.062500 Penalty: 2768.542480
	Iteration 14Q: 3 clusters Score -597550.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -597666.625000 Penalty: 2768.542480
	Iteration 15Q: 3 clusters Score -597666.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -597727.125000 Penalty: 2768.542480
	Iteration 16Q: 3 clusters Score -597727.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -597741.812500 Penalty: 2768.542480
	Iteration 17Q: 3 clusters Score -597741.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -597747.437500 Penalty: 2768.542480
	Iteration 18Q: 3 clusters Score -597747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -597748.250000 Penalty: 2768.542480
	Iteration 19Q: 3 clusters Score -597748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -597753.187500 Penalty: 2768.542480
	Iteration 20F: 3 clusters Score -597753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -597753.812500 Penalty: 2768.542480
	Iteration 21Q: 3 clusters Score -597753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -597753.812500 Penalty: 2768.542480
	Iteration 22F: 3 clusters Score -597753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14513 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 57941 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 3145 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 47556 members 
Mstep: Class 10 contains 66773 members 
Mstep: Class 11 contains 11591 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 35637 members 
Mstep: Class 14 contains 7043 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 8101 members 
Mstep: Class 20 contains 54836 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 2126 members 
Entering Unmasked Estep 
Score: -48190940.000000 Penalty: 46132.640625
Splitting cluster 6 changes total score from -48187096.000000 to -48190940.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 7 (3145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Entering Unmasked Estep 
Score: -374645.156250 Penalty: 1308.704956
	Iteration 0F: 2 clusters Score -374645.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -371902.375000 Penalty: 2617.409912
	Iteration 0F: 3 clusters Score -371902.4 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -372768.750000 Penalty: 2617.409912
	Iteration 1F: 3 clusters Score -372768.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -373049.031250 Penalty: 2617.409912
	Iteration 2F: 3 clusters Score -373049 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -373279.312500 Penalty: 2617.409912
	Iteration 3F: 3 clusters Score -373279.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -373459.281250 Penalty: 2617.409912
	Iteration 4F: 3 clusters Score -373459.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -373574.281250 Penalty: 2617.409912
	Iteration 5Q: 3 clusters Score -373574.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -373631.687500 Penalty: 2617.409912
	Iteration 6Q: 3 clusters Score -373631.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -373672.593750 Penalty: 2617.409912
	Iteration 7Q: 3 clusters Score -373672.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -373706.687500 Penalty: 2617.409912
	Iteration 8Q: 3 clusters Score -373706.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -373741.125000 Penalty: 2617.409912
	Iteration 9Q: 3 clusters Score -373741.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -373779.187500 Penalty: 2617.409912
	Iteration 10Q: 3 clusters Score -373779.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -373812.750000 Penalty: 2617.409912
	Iteration 11Q: 3 clusters Score -373812.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -373848.031250 Penalty: 2617.409912
	Iteration 12Q: 3 clusters Score -373848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -373887.531250 Penalty: 2617.409912
	Iteration 13Q: 3 clusters Score -373887.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -373938.812500 Penalty: 2617.409912
	Iteration 14Q: 3 clusters Score -373938.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -373977.875000 Penalty: 2617.409912
	Iteration 15Q: 3 clusters Score -373977.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -374015.437500 Penalty: 2617.409912
	Iteration 16Q: 3 clusters Score -374015.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -374060.156250 Penalty: 2617.409912
	Iteration 17Q: 3 clusters Score -374060.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -374141.687500 Penalty: 2617.409912
	Iteration 18Q: 3 clusters Score -374141.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -374266.156250 Penalty: 2617.409912
	Iteration 19Q: 3 clusters Score -374266.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -374455.500000 Penalty: 2617.409912
	Iteration 20F: 3 clusters Score -374455.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -374630.468750 Penalty: 2617.409912
	Iteration 21Q: 3 clusters Score -374630.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -374713.843750 Penalty: 2617.409912
	Iteration 22Q: 3 clusters Score -374713.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -374757.000000 Penalty: 2617.409912
	Iteration 23Q: 3 clusters Score -374757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -374769.562500 Penalty: 2617.409912
	Iteration 24Q: 3 clusters Score -374769.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -374778.406250 Penalty: 2617.409912
	Iteration 25Q: 3 clusters Score -374778.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -374779.875000 Penalty: 2617.409912
	Iteration 26Q: 3 clusters Score -374779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -374781.468750 Penalty: 2617.409912
	Iteration 27Q: 3 clusters Score -374781.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -374782.906250 Penalty: 2617.409912
	Iteration 28Q: 3 clusters Score -374782.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -374783.312500 Penalty: 2617.409912
	Iteration 29Q: 3 clusters Score -374783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -374783.875000 Penalty: 2617.409912
	Iteration 30Q: 3 clusters Score -374783.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -374784.687500 Penalty: 2617.409912
	Iteration 31Q: 3 clusters Score -374784.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -374785.062500 Penalty: 2617.409912
	Iteration 32Q: 3 clusters Score -374785.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -374785.062500 Penalty: 2617.409912
	Iteration 33F: 3 clusters Score -374785.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14513 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 57941 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 47556 members 
Mstep: Class 10 contains 66773 members 
Mstep: Class 11 contains 11591 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 35637 members 
Mstep: Class 14 contains 7043 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 8101 members 
Mstep: Class 20 contains 54836 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 2126 members 
Mstep: Class 23 contains 1359 members 
Entering Unmasked Estep 
Score: -48190284.000000 Penalty: 48229.578125
Splitting cluster 7 changes total score from -48187096.000000 to -48190284.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 8 (5899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Entering Unmasked Estep 
Score: -734777.437500 Penalty: 1410.912476
	Iteration 0F: 2 clusters Score -734777.4 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 2900 members 
Entering Unmasked Estep 
Score: -730210.312500 Penalty: 2821.824951
	Iteration 0F: 3 clusters Score -730210.3 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -731573.937500 Penalty: 2821.824951
	Iteration 1F: 3 clusters Score -731573.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -731797.187500 Penalty: 2821.824951
	Iteration 2F: 3 clusters Score -731797.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -731957.500000 Penalty: 2821.824951
	Iteration 3F: 3 clusters Score -731957.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -732129.250000 Penalty: 2821.824951
	Iteration 4Q: 3 clusters Score -732129.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -732284.812500 Penalty: 2821.824951
	Iteration 5Q: 3 clusters Score -732284.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -732436.812500 Penalty: 2821.824951
	Iteration 6Q: 3 clusters Score -732436.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -732633.750000 Penalty: 2821.824951
	Iteration 7Q: 3 clusters Score -732633.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -732805.250000 Penalty: 2821.824951
	Iteration 8Q: 3 clusters Score -732805.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -732947.250000 Penalty: 2821.824951
	Iteration 9Q: 3 clusters Score -732947.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -733078.375000 Penalty: 2821.824951
	Iteration 10Q: 3 clusters Score -733078.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -733166.625000 Penalty: 2821.824951
	Iteration 11Q: 3 clusters Score -733166.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -733243.312500 Penalty: 2821.824951
	Iteration 12Q: 3 clusters Score -733243.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -733295.750000 Penalty: 2821.824951
	Iteration 13Q: 3 clusters Score -733295.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -733340.562500 Penalty: 2821.824951
	Iteration 14Q: 3 clusters Score -733340.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -733369.500000 Penalty: 2821.824951
	Iteration 15Q: 3 clusters Score -733369.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -733388.187500 Penalty: 2821.824951
	Iteration 16Q: 3 clusters Score -733388.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -733403.687500 Penalty: 2821.824951
	Iteration 17Q: 3 clusters Score -733403.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -733415.250000 Penalty: 2821.824951
	Iteration 18Q: 3 clusters Score -733415.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -733424.875000 Penalty: 2821.824951
	Iteration 19Q: 3 clusters Score -733424.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -733434.687500 Penalty: 2821.824951
	Iteration 20F: 3 clusters Score -733434.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -733441.250000 Penalty: 2821.824951
	Iteration 21Q: 3 clusters Score -733441.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -733451.625000 Penalty: 2821.824951
	Iteration 22Q: 3 clusters Score -733451.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -733457.375000 Penalty: 2821.824951
	Iteration 23Q: 3 clusters Score -733457.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -733461.812500 Penalty: 2821.824951
	Iteration 24Q: 3 clusters Score -733461.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -733461.875000 Penalty: 2821.824951
	Iteration 25Q: 3 clusters Score -733461.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -733466.125000 Penalty: 2821.824951
	Iteration 26Q: 3 clusters Score -733466.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -733467.062500 Penalty: 2821.824951
	Iteration 27Q: 3 clusters Score -733467.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -733469.500000 Penalty: 2821.824951
	Iteration 28Q: 3 clusters Score -733469.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -733468.875000 Penalty: 2821.824951
	Iteration 29Q: 3 clusters Score -733468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -733470.000000 Penalty: 2821.824951
	Iteration 30Q: 3 clusters Score -733470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -733471.125000 Penalty: 2821.824951
	Iteration 31Q: 3 clusters Score -733471.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -733471.625000 Penalty: 2821.824951
	Iteration 32Q: 3 clusters Score -733471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -733472.062500 Penalty: 2821.824951
	Iteration 33Q: 3 clusters Score -733472.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -733472.937500 Penalty: 2821.824951
	Iteration 34Q: 3 clusters Score -733472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -733472.437500 Penalty: 2821.824951
	Iteration 35Q: 3 clusters Score -733472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -733473.062500 Penalty: 2821.824951
	Iteration 36Q: 3 clusters Score -733473.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -733474.062500 Penalty: 2821.824951
	Iteration 37Q: 3 clusters Score -733474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -733474.062500 Penalty: 2821.824951
	Iteration 38F: 3 clusters Score -733474.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Entering Unmasked Estep 
Score: -5857319.500000 Penalty: 1750.070190
	Iteration 0F: 2 clusters Score -5857320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -5825917.500000 Penalty: 3500.140381
	Iteration 0F: 3 clusters Score -5825918 nChanged 22209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -5838455.000000 Penalty: 3500.140381
	Iteration 1F: 3 clusters Score -5838455 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -5838970.000000 Penalty: 3500.140381
	Iteration 2Q: 3 clusters Score -5838970 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -5839511.000000 Penalty: 3500.140381
	Iteration 3Q: 3 clusters Score -5839511 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -5840277.500000 Penalty: 3500.140381
	Iteration 4Q: 3 clusters Score -5840278 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -5841295.000000 Penalty: 3500.140381
	Iteration 5Q: 3 clusters Score -5841295 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -5842636.000000 Penalty: 3500.140381
	Iteration 6F: 3 clusters Score -5842636 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -5844149.000000 Penalty: 3500.140381
	Iteration 7F: 3 clusters Score -5844149 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -5845956.000000 Penalty: 3500.140381
	Iteration 8F: 3 clusters Score -5845956 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -5847864.500000 Penalty: 3500.140381
	Iteration 9F: 3 clusters Score -5847864 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -5849583.000000 Penalty: 3500.140381
	Iteration 10Q: 3 clusters Score -5849583 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -5851015.500000 Penalty: 3500.140381
	Iteration 11Q: 3 clusters Score -5851016 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -5851927.500000 Penalty: 3500.140381
	Iteration 12Q: 3 clusters Score -5851928 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -5852520.500000 Penalty: 3500.140381
	Iteration 13Q: 3 clusters Score -5852520 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -5852986.000000 Penalty: 3500.140381
	Iteration 14Q: 3 clusters Score -5852986 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -5853394.000000 Penalty: 3500.140381
	Iteration 15Q: 3 clusters Score -5853394 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -5853783.000000 Penalty: 3500.140381
	Iteration 16Q: 3 clusters Score -5853783 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -5854110.500000 Penalty: 3500.140381
	Iteration 17Q: 3 clusters Score -5854110 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 44082 members 
Entering Unmasked Estep 
Score: -5854467.500000 Penalty: 3500.140381
	Iteration 18Q: 3 clusters Score -5854468 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -5854736.000000 Penalty: 3500.140381
	Iteration 19Q: 3 clusters Score -5854736 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -5855026.500000 Penalty: 3500.140381
	Iteration 20F: 3 clusters Score -5855026 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -5855228.500000 Penalty: 3500.140381
	Iteration 21Q: 3 clusters Score -5855228 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -5855432.500000 Penalty: 3500.140381
	Iteration 22Q: 3 clusters Score -5855432 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -5855550.500000 Penalty: 3500.140381
	Iteration 23Q: 3 clusters Score -5855550 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -5855655.000000 Penalty: 3500.140381
	Iteration 24Q: 3 clusters Score -5855655 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -5855708.500000 Penalty: 3500.140381
	Iteration 25Q: 3 clusters Score -5855708 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -5855764.000000 Penalty: 3500.140381
	Iteration 26Q: 3 clusters Score -5855764 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -5855801.000000 Penalty: 3500.140381
	Iteration 27Q: 3 clusters Score -5855801 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -5855840.500000 Penalty: 3500.140381
	Iteration 28Q: 3 clusters Score -5855840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -5855866.000000 Penalty: 3500.140381
	Iteration 29Q: 3 clusters Score -5855866 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -5855882.000000 Penalty: 3500.140381
	Iteration 30Q: 3 clusters Score -5855882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -5855906.500000 Penalty: 3500.140381
	Iteration 31Q: 3 clusters Score -5855906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -5855918.000000 Penalty: 3500.140381
	Iteration 32Q: 3 clusters Score -5855918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -5855903.500000 Penalty: 3500.140381
	Iteration 33Q: 3 clusters Score -5855904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -5855916.500000 Penalty: 3500.140381
	Iteration 34Q: 3 clusters Score -5855916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -5855916.500000 Penalty: 3500.140381
	Iteration 35Q: 3 clusters Score -5855916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -5855929.500000 Penalty: 3500.140381
	Iteration 36Q: 3 clusters Score -5855930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -5855939.000000 Penalty: 3500.140381
	Iteration 37Q: 3 clusters Score -5855939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -5855955.500000 Penalty: 3500.140381
	Iteration 38Q: 3 clusters Score -5855956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 46735 members 
Entering Unmasked Estep 
Score: -5855936.500000 Penalty: 3500.140381
	Iteration 39Q: 3 clusters Score -5855936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -5855946.000000 Penalty: 3500.140381
	Iteration 40F: 3 clusters Score -5855946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -5855947.000000 Penalty: 3500.140381
	Iteration 41Q: 3 clusters Score -5855947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 46769 members 
Entering Unmasked Estep 
Score: -5855945.000000 Penalty: 3500.140381
	Iteration 42Q: 3 clusters Score -5855945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -5855947.500000 Penalty: 3500.140381
	Iteration 43Q: 3 clusters Score -5855948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -5855955.000000 Penalty: 3500.140381
	Iteration 44Q: 3 clusters Score -5855955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -5855953.500000 Penalty: 3500.140381
	Iteration 45Q: 3 clusters Score -5855954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -5855954.000000 Penalty: 3500.140381
	Iteration 46Q: 3 clusters Score -5855954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -5855949.500000 Penalty: 3500.140381
	Iteration 47Q: 3 clusters Score -5855950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 46802 members 
Entering Unmasked Estep 
Score: -5855949.500000 Penalty: 3500.140381
	Iteration 48Q: 3 clusters Score -5855950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -5855958.500000 Penalty: 3500.140381
	Iteration 49Q: 3 clusters Score -5855958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -5855958.000000 Penalty: 3500.140381
	Iteration 50Q: 3 clusters Score -5855958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -5855959.000000 Penalty: 3500.140381
	Iteration 51Q: 3 clusters Score -5855959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -5855960.000000 Penalty: 3500.140381
	Iteration 52Q: 3 clusters Score -5855960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -5855960.000000 Penalty: 3500.140381
	Iteration 53Q: 3 clusters Score -5855960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -5855966.000000 Penalty: 3500.140381
	Iteration 54Q: 3 clusters Score -5855966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 46813 members 
Entering Unmasked Estep 
Score: -5855965.000000 Penalty: 3500.140381
	Iteration 55Q: 3 clusters Score -5855965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -5855970.000000 Penalty: 3500.140381
	Iteration 56Q: 3 clusters Score -5855970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -5855964.500000 Penalty: 3500.140381
	Iteration 57Q: 3 clusters Score -5855964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -5855970.500000 Penalty: 3500.140381
	Iteration 58Q: 3 clusters Score -5855970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -5855966.500000 Penalty: 3500.140381
	Iteration 59Q: 3 clusters Score -5855966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -5855974.500000 Penalty: 3500.140381
	Iteration 60F: 3 clusters Score -5855974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -5855980.500000 Penalty: 3500.140381
	Iteration 61Q: 3 clusters Score -5855980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -5855986.500000 Penalty: 3500.140381
	Iteration 62Q: 3 clusters Score -5855986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -5855986.500000 Penalty: 3500.140381
	Iteration 63Q: 3 clusters Score -5855986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -5855987.500000 Penalty: 3500.140381
	Iteration 64Q: 3 clusters Score -5855988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -5855992.000000 Penalty: 3500.140381
	Iteration 65Q: 3 clusters Score -5855992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 46846 members 
Entering Unmasked Estep 
Score: -5855992.500000 Penalty: 3500.140381
	Iteration 66Q: 3 clusters Score -5855992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -5855991.500000 Penalty: 3500.140381
	Iteration 67Q: 3 clusters Score -5855992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -5855993.500000 Penalty: 3500.140381
	Iteration 68Q: 3 clusters Score -5855994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -5855994.000000 Penalty: 3500.140381
	Iteration 69Q: 3 clusters Score -5855994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -5855990.000000 Penalty: 3500.140381
	Iteration 70Q: 3 clusters Score -5855990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -5855992.500000 Penalty: 3500.140381
	Iteration 71Q: 3 clusters Score -5855992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -5855991.000000 Penalty: 3500.140381
	Iteration 72Q: 3 clusters Score -5855991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -5855992.500000 Penalty: 3500.140381
	Iteration 73Q: 3 clusters Score -5855992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -5855992.500000 Penalty: 3500.140381
	Iteration 74Q: 3 clusters Score -5855992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -5855999.500000 Penalty: 3500.140381
	Iteration 75Q: 3 clusters Score -5856000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -5855997.000000 Penalty: 3500.140381
	Iteration 76Q: 3 clusters Score -5855997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -5856002.500000 Penalty: 3500.140381
	Iteration 77Q: 3 clusters Score -5856002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -5855998.000000 Penalty: 3500.140381
	Iteration 78Q: 3 clusters Score -5855998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 46857 members 
Entering Unmasked Estep 
Score: -5856003.500000 Penalty: 3500.140381
	Iteration 79Q: 3 clusters Score -5856004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -5856001.000000 Penalty: 3500.140381
	Iteration 80F: 3 clusters Score -5856001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66773 members 
Entering Unmasked Estep 
Score: -8212153.500000 Penalty: 1805.221191
	Iteration 0F: 2 clusters Score -8212154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -8167749.000000 Penalty: 3610.442383
	Iteration 0F: 3 clusters Score -8167749 nChanged 31736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -8194967.000000 Penalty: 3610.442383
	Iteration 1F: 3 clusters Score -8194967 nChanged 8854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -8207947.000000 Penalty: 3610.442383
	Iteration 2F: 3 clusters Score -8207947 nChanged 9424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 49998 members 
Entering Unmasked Estep 
Score: -8219577.500000 Penalty: 3610.442383
	Iteration 3F: 3 clusters Score -8219578 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 54156 members 
Entering Unmasked Estep 
Score: -8224962.500000 Penalty: 3610.442383
	Iteration 4F: 3 clusters Score -8224962 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -8226543.000000 Penalty: 3610.442383
	Iteration 5Q: 3 clusters Score -8226543 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -8227106.000000 Penalty: 3610.442383
	Iteration 6Q: 3 clusters Score -8227106 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -8227347.500000 Penalty: 3610.442383
	Iteration 7Q: 3 clusters Score -8227348 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 58378 members 
Entering Unmasked Estep 
Score: -8227458.000000 Penalty: 3610.442383
	Iteration 8Q: 3 clusters Score -8227458 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -8227574.000000 Penalty: 3610.442383
	Iteration 9Q: 3 clusters Score -8227574 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 59063 members 
Entering Unmasked Estep 
Score: -8227613.500000 Penalty: 3610.442383
	Iteration 10Q: 3 clusters Score -8227614 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -8227650.500000 Penalty: 3610.442383
	Iteration 11Q: 3 clusters Score -8227650 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 59424 members 
Entering Unmasked Estep 
Score: -8227671.000000 Penalty: 3610.442383
	Iteration 12Q: 3 clusters Score -8227671 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -8227675.500000 Penalty: 3610.442383
	Iteration 13Q: 3 clusters Score -8227676 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -8227681.500000 Penalty: 3610.442383
	Iteration 14Q: 3 clusters Score -8227682 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -8227687.500000 Penalty: 3610.442383
	Iteration 15Q: 3 clusters Score -8227688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -8227704.000000 Penalty: 3610.442383
	Iteration 16Q: 3 clusters Score -8227704 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -8227684.500000 Penalty: 3610.442383
	Iteration 17Q: 3 clusters Score -8227684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 59811 members 
Entering Unmasked Estep 
Score: -8227694.500000 Penalty: 3610.442383
	Iteration 18Q: 3 clusters Score -8227694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -8227679.000000 Penalty: 3610.442383
	Iteration 19Q: 3 clusters Score -8227679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -8227674.500000 Penalty: 3610.442383
	Iteration 20F: 3 clusters Score -8227674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -8227681.000000 Penalty: 3610.442383
	Iteration 21Q: 3 clusters Score -8227681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
Score: -8227683.000000 Penalty: 3610.442383
	Iteration 22Q: 3 clusters Score -8227683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -8227673.000000 Penalty: 3610.442383
	Iteration 23Q: 3 clusters Score -8227673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -8227673.000000 Penalty: 3610.442383
	Iteration 24Q: 3 clusters Score -8227673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 59914 members 
Entering Unmasked Estep 
Score: -8227670.000000 Penalty: 3610.442383
	Iteration 25Q: 3 clusters Score -8227670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -8227668.000000 Penalty: 3610.442383
	Iteration 26Q: 3 clusters Score -8227668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 59928 members 
Entering Unmasked Estep 
Score: -8227665.500000 Penalty: 3610.442383
	Iteration 27Q: 3 clusters Score -8227666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -8227674.500000 Penalty: 3610.442383
	Iteration 28Q: 3 clusters Score -8227674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -8227677.000000 Penalty: 3610.442383
	Iteration 29Q: 3 clusters Score -8227677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -8227664.500000 Penalty: 3610.442383
	Iteration 30Q: 3 clusters Score -8227664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -8227671.500000 Penalty: 3610.442383
	Iteration 31Q: 3 clusters Score -8227672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 59949 members 
Entering Unmasked Estep 
Score: -8227669.500000 Penalty: 3610.442383
	Iteration 32Q: 3 clusters Score -8227670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 59954 members 
Entering Unmasked Estep 
Score: -8227673.000000 Penalty: 3610.442383
	Iteration 33Q: 3 clusters Score -8227673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -8227673.000000 Penalty: 3610.442383
	Iteration 34Q: 3 clusters Score -8227673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -8227677.500000 Penalty: 3610.442383
	Iteration 35Q: 3 clusters Score -8227678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -8227673.500000 Penalty: 3610.442383
	Iteration 36Q: 3 clusters Score -8227674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -8227673.500000 Penalty: 3610.442383
	Iteration 37F: 3 clusters Score -8227674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14513 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 57941 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 47556 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 11591 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 35637 members 
Mstep: Class 14 contains 7043 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 8101 members 
Mstep: Class 20 contains 54836 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 2126 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 59960 members 
Entering Unmasked Estep 
Score: -48205460.000000 Penalty: 50326.515625
Splitting cluster 10 changes total score from -48187096.000000 to -48205460.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (11591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Entering Unmasked Estep 
Score: -1276062.500000 Penalty: 1520.672485
	Iteration 0F: 2 clusters Score -1276062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1267949.125000 Penalty: 3041.344971
	Iteration 0F: 3 clusters Score -1267949 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1271842.000000 Penalty: 3041.344971
	Iteration 1F: 3 clusters Score -1271842 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1273536.750000 Penalty: 3041.344971
	Iteration 2F: 3 clusters Score -1273537 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1275019.750000 Penalty: 3041.344971
	Iteration 3F: 3 clusters Score -1275020 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1275981.500000 Penalty: 3041.344971
	Iteration 4F: 3 clusters Score -1275982 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1276645.500000 Penalty: 3041.344971
	Iteration 5F: 3 clusters Score -1276646 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1277180.625000 Penalty: 3041.344971
	Iteration 6Q: 3 clusters Score -1277181 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1277602.500000 Penalty: 3041.344971
	Iteration 7Q: 3 clusters Score -1277602 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1277871.000000 Penalty: 3041.344971
	Iteration 8Q: 3 clusters Score -1277871 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1278041.250000 Penalty: 3041.344971
	Iteration 9Q: 3 clusters Score -1278041 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1278161.500000 Penalty: 3041.344971
	Iteration 10Q: 3 clusters Score -1278162 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1278214.625000 Penalty: 3041.344971
	Iteration 11Q: 3 clusters Score -1278215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1278240.750000 Penalty: 3041.344971
	Iteration 12Q: 3 clusters Score -1278241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1278251.000000 Penalty: 3041.344971
	Iteration 13Q: 3 clusters Score -1278251 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1278262.250000 Penalty: 3041.344971
	Iteration 14Q: 3 clusters Score -1278262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1278267.500000 Penalty: 3041.344971
	Iteration 15Q: 3 clusters Score -1278268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1278267.000000 Penalty: 3041.344971
	Iteration 16Q: 3 clusters Score -1278267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1278266.875000 Penalty: 3041.344971
	Iteration 17Q: 3 clusters Score -1278267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1278268.375000 Penalty: 3041.344971
	Iteration 18Q: 3 clusters Score -1278268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1278270.375000 Penalty: 3041.344971
	Iteration 19Q: 3 clusters Score -1278270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1278271.625000 Penalty: 3041.344971
	Iteration 20F: 3 clusters Score -1278272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1278272.250000 Penalty: 3041.344971
	Iteration 21Q: 3 clusters Score -1278272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1278273.500000 Penalty: 3041.344971
	Iteration 22Q: 3 clusters Score -1278274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1278274.750000 Penalty: 3041.344971
	Iteration 23Q: 3 clusters Score -1278275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -1278274.750000 Penalty: 3041.344971
	Iteration 24F: 3 clusters Score -1278275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14513 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 57941 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 47556 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 35637 members 
Mstep: Class 14 contains 7043 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 8101 members 
Mstep: Class 20 contains 54836 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 2126 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 59960 members 
Mstep: Class 25 contains 9984 members 
Entering Unmasked Estep 
Score: -48207116.000000 Penalty: 52423.453125
Splitting cluster 11 changes total score from -48187096.000000 to -48207116.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (35637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Entering Unmasked Estep 
Score: -4386580.000000 Penalty: 1703.185303
	Iteration 0F: 2 clusters Score -4386580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -4362668.500000 Penalty: 3406.370605
	Iteration 0F: 3 clusters Score -4362668 nChanged 16470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -4372139.000000 Penalty: 3406.370605
	Iteration 1F: 3 clusters Score -4372139 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4372746.500000 Penalty: 3406.370605
	Iteration 2Q: 3 clusters Score -4372746 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -4373432.500000 Penalty: 3406.370605
	Iteration 3Q: 3 clusters Score -4373432 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -4374290.500000 Penalty: 3406.370605
	Iteration 4F: 3 clusters Score -4374290 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -4375495.500000 Penalty: 3406.370605
	Iteration 5F: 3 clusters Score -4375496 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -4377002.000000 Penalty: 3406.370605
	Iteration 6F: 3 clusters Score -4377002 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -4378945.000000 Penalty: 3406.370605
	Iteration 7F: 3 clusters Score -4378945 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 30454 members 
Entering Unmasked Estep 
Score: -4381012.500000 Penalty: 3406.370605
	Iteration 8F: 3 clusters Score -4381012 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -4382697.000000 Penalty: 3406.370605
	Iteration 9F: 3 clusters Score -4382697 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 33613 members 
Entering Unmasked Estep 
Score: -4383833.500000 Penalty: 3406.370605
	Iteration 10Q: 3 clusters Score -4383834 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4384460.000000 Penalty: 3406.370605
	Iteration 11Q: 3 clusters Score -4384460 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -4384768.500000 Penalty: 3406.370605
	Iteration 12Q: 3 clusters Score -4384768 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -4384954.500000 Penalty: 3406.370605
	Iteration 13Q: 3 clusters Score -4384954 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 35072 members 
Entering Unmasked Estep 
Score: -4385042.000000 Penalty: 3406.370605
	Iteration 14Q: 3 clusters Score -4385042 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 35131 members 
Entering Unmasked Estep 
Score: -4385102.500000 Penalty: 3406.370605
	Iteration 15Q: 3 clusters Score -4385102 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -4385136.500000 Penalty: 3406.370605
	Iteration 16Q: 3 clusters Score -4385136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -4385150.000000 Penalty: 3406.370605
	Iteration 17Q: 3 clusters Score -4385150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -4385176.500000 Penalty: 3406.370605
	Iteration 18Q: 3 clusters Score -4385176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -4385185.000000 Penalty: 3406.370605
	Iteration 19Q: 3 clusters Score -4385185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -4385212.000000 Penalty: 3406.370605
	Iteration 20F: 3 clusters Score -4385212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -4385227.000000 Penalty: 3406.370605
	Iteration 21Q: 3 clusters Score -4385227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -4385234.000000 Penalty: 3406.370605
	Iteration 22Q: 3 clusters Score -4385234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -4385243.500000 Penalty: 3406.370605
	Iteration 23Q: 3 clusters Score -4385244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4385246.000000 Penalty: 3406.370605
	Iteration 24Q: 3 clusters Score -4385246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4385253.500000 Penalty: 3406.370605
	Iteration 25Q: 3 clusters Score -4385254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -4385260.000000 Penalty: 3406.370605
	Iteration 26Q: 3 clusters Score -4385260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -4385264.500000 Penalty: 3406.370605
	Iteration 27Q: 3 clusters Score -4385264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -4385262.500000 Penalty: 3406.370605
	Iteration 28Q: 3 clusters Score -4385262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -4385268.500000 Penalty: 3406.370605
	Iteration 29Q: 3 clusters Score -4385268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4385271.000000 Penalty: 3406.370605
	Iteration 30Q: 3 clusters Score -4385271 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -4385272.500000 Penalty: 3406.370605
	Iteration 31Q: 3 clusters Score -4385272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -4385274.500000 Penalty: 3406.370605
	Iteration 32Q: 3 clusters Score -4385274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4385273.000000 Penalty: 3406.370605
	Iteration 33Q: 3 clusters Score -4385273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -4385273.000000 Penalty: 3406.370605
	Iteration 34F: 3 clusters Score -4385273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Entering Unmasked Estep 
Score: -851665.125000 Penalty: 1439.715820
	Iteration 0F: 2 clusters Score -851665.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -846422.062500 Penalty: 2879.431641
	Iteration 0F: 3 clusters Score -846422.1 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -848229.000000 Penalty: 2879.431641
	Iteration 1F: 3 clusters Score -848229 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -848804.937500 Penalty: 2879.431641
	Iteration 2F: 3 clusters Score -848804.9 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -849364.625000 Penalty: 2879.431641
	Iteration 3F: 3 clusters Score -849364.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -849909.187500 Penalty: 2879.431641
	Iteration 4F: 3 clusters Score -849909.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -850307.437500 Penalty: 2879.431641
	Iteration 5F: 3 clusters Score -850307.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -850583.187500 Penalty: 2879.431641
	Iteration 6Q: 3 clusters Score -850583.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -850826.812500 Penalty: 2879.431641
	Iteration 7Q: 3 clusters Score -850826.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -851061.250000 Penalty: 2879.431641
	Iteration 8Q: 3 clusters Score -851061.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -851285.375000 Penalty: 2879.431641
	Iteration 9Q: 3 clusters Score -851285.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -851525.187500 Penalty: 2879.431641
	Iteration 10Q: 3 clusters Score -851525.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -851721.062500 Penalty: 2879.431641
	Iteration 11Q: 3 clusters Score -851721.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -851851.375000 Penalty: 2879.431641
	Iteration 12Q: 3 clusters Score -851851.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -851960.750000 Penalty: 2879.431641
	Iteration 13Q: 3 clusters Score -851960.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -852027.562500 Penalty: 2879.431641
	Iteration 14Q: 3 clusters Score -852027.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -852057.750000 Penalty: 2879.431641
	Iteration 15Q: 3 clusters Score -852057.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -852074.375000 Penalty: 2879.431641
	Iteration 16Q: 3 clusters Score -852074.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -852091.937500 Penalty: 2879.431641
	Iteration 17Q: 3 clusters Score -852091.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -852105.375000 Penalty: 2879.431641
	Iteration 18Q: 3 clusters Score -852105.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -852113.937500 Penalty: 2879.431641
	Iteration 19Q: 3 clusters Score -852113.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -852118.000000 Penalty: 2879.431641
	Iteration 20F: 3 clusters Score -852118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -852123.000000 Penalty: 2879.431641
	Iteration 21Q: 3 clusters Score -852123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -852123.687500 Penalty: 2879.431641
	Iteration 22Q: 3 clusters Score -852123.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -852124.437500 Penalty: 2879.431641
	Iteration 23Q: 3 clusters Score -852124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -852124.437500 Penalty: 2879.431641
	Iteration 24F: 3 clusters Score -852124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14513 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 57941 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 47556 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 35637 members 
Mstep: Class 14 contains 5557 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 9403 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 8101 members 
Mstep: Class 20 contains 54836 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 2126 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 59960 members 
Mstep: Class 25 contains 9984 members 
Mstep: Class 26 contains 1486 members 
Entering Unmasked Estep 
Score: -48206908.000000 Penalty: 54520.390625
Splitting cluster 14 changes total score from -48187096.000000 to -48206908.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (15825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Entering Unmasked Estep 
Score: -1942716.875000 Penalty: 1571.268677
	Iteration 0F: 2 clusters Score -1942717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1931796.375000 Penalty: 3142.537354
	Iteration 0F: 3 clusters Score -1931796 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1935736.500000 Penalty: 3142.537354
	Iteration 1F: 3 clusters Score -1935736 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1936268.500000 Penalty: 3142.537354
	Iteration 2F: 3 clusters Score -1936268 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1936905.500000 Penalty: 3142.537354
	Iteration 3F: 3 clusters Score -1936906 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1937636.500000 Penalty: 3142.537354
	Iteration 4F: 3 clusters Score -1937636 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1938398.750000 Penalty: 3142.537354
	Iteration 5F: 3 clusters Score -1938399 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1939150.125000 Penalty: 3142.537354
	Iteration 6F: 3 clusters Score -1939150 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1939824.625000 Penalty: 3142.537354
	Iteration 7F: 3 clusters Score -1939825 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1940420.875000 Penalty: 3142.537354
	Iteration 8Q: 3 clusters Score -1940421 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1940835.125000 Penalty: 3142.537354
	Iteration 9Q: 3 clusters Score -1940835 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1941068.125000 Penalty: 3142.537354
	Iteration 10Q: 3 clusters Score -1941068 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1941168.125000 Penalty: 3142.537354
	Iteration 11Q: 3 clusters Score -1941168 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1941231.375000 Penalty: 3142.537354
	Iteration 12Q: 3 clusters Score -1941231 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1941286.750000 Penalty: 3142.537354
	Iteration 13Q: 3 clusters Score -1941287 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1941326.000000 Penalty: 3142.537354
	Iteration 14Q: 3 clusters Score -1941326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1941358.375000 Penalty: 3142.537354
	Iteration 15Q: 3 clusters Score -1941358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1941387.250000 Penalty: 3142.537354
	Iteration 16Q: 3 clusters Score -1941387 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1941408.375000 Penalty: 3142.537354
	Iteration 17Q: 3 clusters Score -1941408 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1941425.625000 Penalty: 3142.537354
	Iteration 18Q: 3 clusters Score -1941426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1941437.500000 Penalty: 3142.537354
	Iteration 19Q: 3 clusters Score -1941438 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1941456.750000 Penalty: 3142.537354
	Iteration 20F: 3 clusters Score -1941457 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1941465.750000 Penalty: 3142.537354
	Iteration 21Q: 3 clusters Score -1941466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1941477.875000 Penalty: 3142.537354
	Iteration 22Q: 3 clusters Score -1941478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1941491.875000 Penalty: 3142.537354
	Iteration 23Q: 3 clusters Score -1941492 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1941504.875000 Penalty: 3142.537354
	Iteration 24Q: 3 clusters Score -1941505 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1941518.000000 Penalty: 3142.537354
	Iteration 25Q: 3 clusters Score -1941518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1941525.750000 Penalty: 3142.537354
	Iteration 26Q: 3 clusters Score -1941526 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1941531.625000 Penalty: 3142.537354
	Iteration 27Q: 3 clusters Score -1941532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1941533.000000 Penalty: 3142.537354
	Iteration 28Q: 3 clusters Score -1941533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1941539.125000 Penalty: 3142.537354
	Iteration 29Q: 3 clusters Score -1941539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1941552.875000 Penalty: 3142.537354
	Iteration 30Q: 3 clusters Score -1941553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1941555.500000 Penalty: 3142.537354
	Iteration 31Q: 3 clusters Score -1941556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1941559.750000 Penalty: 3142.537354
	Iteration 32Q: 3 clusters Score -1941560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1941564.875000 Penalty: 3142.537354
	Iteration 33Q: 3 clusters Score -1941565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1941566.000000 Penalty: 3142.537354
	Iteration 34Q: 3 clusters Score -1941566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1941568.625000 Penalty: 3142.537354
	Iteration 35Q: 3 clusters Score -1941569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1941573.875000 Penalty: 3142.537354
	Iteration 36Q: 3 clusters Score -1941574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1941578.750000 Penalty: 3142.537354
	Iteration 37Q: 3 clusters Score -1941579 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1941586.625000 Penalty: 3142.537354
	Iteration 38Q: 3 clusters Score -1941587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1941591.125000 Penalty: 3142.537354
	Iteration 39Q: 3 clusters Score -1941591 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1941592.750000 Penalty: 3142.537354
	Iteration 40F: 3 clusters Score -1941593 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1941592.500000 Penalty: 3142.537354
	Iteration 41Q: 3 clusters Score -1941592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1941592.500000 Penalty: 3142.537354
	Iteration 42Q: 3 clusters Score -1941592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1941596.125000 Penalty: 3142.537354
	Iteration 43Q: 3 clusters Score -1941596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1941599.875000 Penalty: 3142.537354
	Iteration 44Q: 3 clusters Score -1941600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1941604.125000 Penalty: 3142.537354
	Iteration 45Q: 3 clusters Score -1941604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1941604.000000 Penalty: 3142.537354
	Iteration 46Q: 3 clusters Score -1941604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1941601.125000 Penalty: 3142.537354
	Iteration 47Q: 3 clusters Score -1941601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1941596.625000 Penalty: 3142.537354
	Iteration 48Q: 3 clusters Score -1941597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1941602.500000 Penalty: 3142.537354
	Iteration 49Q: 3 clusters Score -1941602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1941601.125000 Penalty: 3142.537354
	Iteration 50Q: 3 clusters Score -1941601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1941599.750000 Penalty: 3142.537354
	Iteration 51Q: 3 clusters Score -1941600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1941600.000000 Penalty: 3142.537354
	Iteration 52Q: 3 clusters Score -1941600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1941600.375000 Penalty: 3142.537354
	Iteration 53Q: 3 clusters Score -1941600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1941601.500000 Penalty: 3142.537354
	Iteration 54Q: 3 clusters Score -1941602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1941608.625000 Penalty: 3142.537354
	Iteration 55Q: 3 clusters Score -1941609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1941610.875000 Penalty: 3142.537354
	Iteration 56Q: 3 clusters Score -1941611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1941616.875000 Penalty: 3142.537354
	Iteration 57Q: 3 clusters Score -1941617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1941621.750000 Penalty: 3142.537354
	Iteration 58Q: 3 clusters Score -1941622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1941622.500000 Penalty: 3142.537354
	Iteration 59Q: 3 clusters Score -1941622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1941629.000000 Penalty: 3142.537354
	Iteration 60F: 3 clusters Score -1941629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1941637.000000 Penalty: 3142.537354
	Iteration 61Q: 3 clusters Score -1941637 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1941645.000000 Penalty: 3142.537354
	Iteration 62Q: 3 clusters Score -1941645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -1941646.250000 Penalty: 3142.537354
	Iteration 63Q: 3 clusters Score -1941646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1941651.625000 Penalty: 3142.537354
	Iteration 64Q: 3 clusters Score -1941652 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1941661.000000 Penalty: 3142.537354
	Iteration 65Q: 3 clusters Score -1941661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1941673.500000 Penalty: 3142.537354
	Iteration 66Q: 3 clusters Score -1941674 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1941690.875000 Penalty: 3142.537354
	Iteration 67Q: 3 clusters Score -1941691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1941702.625000 Penalty: 3142.537354
	Iteration 68Q: 3 clusters Score -1941703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1941724.500000 Penalty: 3142.537354
	Iteration 69Q: 3 clusters Score -1941724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1941745.250000 Penalty: 3142.537354
	Iteration 70Q: 3 clusters Score -1941745 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1941761.750000 Penalty: 3142.537354
	Iteration 71Q: 3 clusters Score -1941762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1941782.125000 Penalty: 3142.537354
	Iteration 72Q: 3 clusters Score -1941782 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1941788.625000 Penalty: 3142.537354
	Iteration 73Q: 3 clusters Score -1941789 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1941809.250000 Penalty: 3142.537354
	Iteration 74Q: 3 clusters Score -1941809 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1941818.875000 Penalty: 3142.537354
	Iteration 75Q: 3 clusters Score -1941819 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1941836.500000 Penalty: 3142.537354
	Iteration 76Q: 3 clusters Score -1941836 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1941863.875000 Penalty: 3142.537354
	Iteration 77Q: 3 clusters Score -1941864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1941884.375000 Penalty: 3142.537354
	Iteration 78Q: 3 clusters Score -1941884 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1941902.000000 Penalty: 3142.537354
	Iteration 79Q: 3 clusters Score -1941902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1941928.250000 Penalty: 3142.537354
	Iteration 80F: 3 clusters Score -1941928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1941948.750000 Penalty: 3142.537354
	Iteration 81Q: 3 clusters Score -1941949 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1941961.000000 Penalty: 3142.537354
	Iteration 82Q: 3 clusters Score -1941961 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1941966.750000 Penalty: 3142.537354
	Iteration 83Q: 3 clusters Score -1941967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1941972.250000 Penalty: 3142.537354
	Iteration 84Q: 3 clusters Score -1941972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1941973.000000 Penalty: 3142.537354
	Iteration 85Q: 3 clusters Score -1941973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1941982.125000 Penalty: 3142.537354
	Iteration 86Q: 3 clusters Score -1941982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1941990.750000 Penalty: 3142.537354
	Iteration 87Q: 3 clusters Score -1941991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1941994.000000 Penalty: 3142.537354
	Iteration 88Q: 3 clusters Score -1941994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1942001.750000 Penalty: 3142.537354
	Iteration 89Q: 3 clusters Score -1942002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1942009.375000 Penalty: 3142.537354
	Iteration 90Q: 3 clusters Score -1942009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1942013.250000 Penalty: 3142.537354
	Iteration 91Q: 3 clusters Score -1942013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1942019.875000 Penalty: 3142.537354
	Iteration 92Q: 3 clusters Score -1942020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1942019.875000 Penalty: 3142.537354
	Iteration 93Q: 3 clusters Score -1942020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1942019.375000 Penalty: 3142.537354
	Iteration 94Q: 3 clusters Score -1942019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1942023.000000 Penalty: 3142.537354
	Iteration 95Q: 3 clusters Score -1942023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1942028.625000 Penalty: 3142.537354
	Iteration 96Q: 3 clusters Score -1942029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1942034.250000 Penalty: 3142.537354
	Iteration 97Q: 3 clusters Score -1942034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1942038.500000 Penalty: 3142.537354
	Iteration 98Q: 3 clusters Score -1942038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1942037.125000 Penalty: 3142.537354
	Iteration 99Q: 3 clusters Score -1942037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1942044.875000 Penalty: 3142.537354
	Iteration 100F: 3 clusters Score -1942045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1942044.750000 Penalty: 3142.537354
	Iteration 101Q: 3 clusters Score -1942045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1942046.500000 Penalty: 3142.537354
	Iteration 102Q: 3 clusters Score -1942046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1942050.250000 Penalty: 3142.537354
	Iteration 103Q: 3 clusters Score -1942050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1942050.000000 Penalty: 3142.537354
	Iteration 104Q: 3 clusters Score -1942050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1942054.875000 Penalty: 3142.537354
	Iteration 105Q: 3 clusters Score -1942055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1942055.125000 Penalty: 3142.537354
	Iteration 106Q: 3 clusters Score -1942055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1942051.500000 Penalty: 3142.537354
	Iteration 107Q: 3 clusters Score -1942052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1942057.000000 Penalty: 3142.537354
	Iteration 108Q: 3 clusters Score -1942057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1942058.125000 Penalty: 3142.537354
	Iteration 109Q: 3 clusters Score -1942058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1942055.750000 Penalty: 3142.537354
	Iteration 110Q: 3 clusters Score -1942056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1942059.000000 Penalty: 3142.537354
	Iteration 111Q: 3 clusters Score -1942059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1942058.500000 Penalty: 3142.537354
	Iteration 112Q: 3 clusters Score -1942058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1942059.625000 Penalty: 3142.537354
	Iteration 113Q: 3 clusters Score -1942060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1942058.000000 Penalty: 3142.537354
	Iteration 114Q: 3 clusters Score -1942058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1942058.000000 Penalty: 3142.537354
	Iteration 115F: 3 clusters Score -1942058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Entering Unmasked Estep 
Score: -1144445.625000 Penalty: 1486.677368
	Iteration 0F: 2 clusters Score -1144446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1137671.625000 Penalty: 2973.354736
	Iteration 0F: 3 clusters Score -1137672 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1140654.250000 Penalty: 2973.354736
	Iteration 1F: 3 clusters Score -1140654 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1142264.375000 Penalty: 2973.354736
	Iteration 2F: 3 clusters Score -1142264 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1143930.875000 Penalty: 2973.354736
	Iteration 3F: 3 clusters Score -1143931 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1145270.375000 Penalty: 2973.354736
	Iteration 4F: 3 clusters Score -1145270 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1146115.875000 Penalty: 2973.354736
	Iteration 5F: 3 clusters Score -1146116 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1146484.250000 Penalty: 2973.354736
	Iteration 6Q: 3 clusters Score -1146484 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1146646.625000 Penalty: 2973.354736
	Iteration 7Q: 3 clusters Score -1146647 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1146733.125000 Penalty: 2973.354736
	Iteration 8Q: 3 clusters Score -1146733 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1146776.750000 Penalty: 2973.354736
	Iteration 9Q: 3 clusters Score -1146777 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1146802.250000 Penalty: 2973.354736
	Iteration 10Q: 3 clusters Score -1146802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1146818.500000 Penalty: 2973.354736
	Iteration 11Q: 3 clusters Score -1146818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1146826.125000 Penalty: 2973.354736
	Iteration 12Q: 3 clusters Score -1146826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1146827.250000 Penalty: 2973.354736
	Iteration 13Q: 3 clusters Score -1146827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1146831.125000 Penalty: 2973.354736
	Iteration 14Q: 3 clusters Score -1146831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1146835.500000 Penalty: 2973.354736
	Iteration 15Q: 3 clusters Score -1146836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1146836.625000 Penalty: 2973.354736
	Iteration 16Q: 3 clusters Score -1146837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1146837.500000 Penalty: 2973.354736
	Iteration 17Q: 3 clusters Score -1146838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1146836.750000 Penalty: 2973.354736
	Iteration 18Q: 3 clusters Score -1146837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1146836.000000 Penalty: 2973.354736
	Iteration 19Q: 3 clusters Score -1146836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1146837.625000 Penalty: 2973.354736
	Iteration 20F: 3 clusters Score -1146838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14513 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 57941 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 47556 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 35637 members 
Mstep: Class 14 contains 5557 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 3226 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 8101 members 
Mstep: Class 20 contains 54836 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 2126 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 59960 members 
Mstep: Class 25 contains 9984 members 
Mstep: Class 26 contains 1486 members 
Mstep: Class 27 contains 6177 members 
Entering Unmasked Estep 
Score: -48208732.000000 Penalty: 56617.332031
Splitting cluster 16 changes total score from -48187096.000000 to -48208732.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (6100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Entering Unmasked Estep 
Score: -737385.562500 Penalty: 1416.357178
	Iteration 0F: 2 clusters Score -737385.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -732724.125000 Penalty: 2832.714355
	Iteration 0F: 3 clusters Score -732724.1 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -734070.687500 Penalty: 2832.714355
	Iteration 1F: 3 clusters Score -734070.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -734273.125000 Penalty: 2832.714355
	Iteration 2F: 3 clusters Score -734273.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -734445.250000 Penalty: 2832.714355
	Iteration 3F: 3 clusters Score -734445.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -734603.625000 Penalty: 2832.714355
	Iteration 4Q: 3 clusters Score -734603.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -734797.625000 Penalty: 2832.714355
	Iteration 5Q: 3 clusters Score -734797.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -734993.687500 Penalty: 2832.714355
	Iteration 6Q: 3 clusters Score -734993.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -735197.312500 Penalty: 2832.714355
	Iteration 7Q: 3 clusters Score -735197.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -735438.437500 Penalty: 2832.714355
	Iteration 8Q: 3 clusters Score -735438.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -735693.625000 Penalty: 2832.714355
	Iteration 9Q: 3 clusters Score -735693.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -735918.312500 Penalty: 2832.714355
	Iteration 10Q: 3 clusters Score -735918.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -736070.875000 Penalty: 2832.714355
	Iteration 11Q: 3 clusters Score -736070.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -736156.625000 Penalty: 2832.714355
	Iteration 12Q: 3 clusters Score -736156.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -736206.687500 Penalty: 2832.714355
	Iteration 13Q: 3 clusters Score -736206.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -736250.375000 Penalty: 2832.714355
	Iteration 14Q: 3 clusters Score -736250.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -736277.437500 Penalty: 2832.714355
	Iteration 15Q: 3 clusters Score -736277.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -736293.125000 Penalty: 2832.714355
	Iteration 16Q: 3 clusters Score -736293.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -736304.562500 Penalty: 2832.714355
	Iteration 17Q: 3 clusters Score -736304.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -736315.250000 Penalty: 2832.714355
	Iteration 18Q: 3 clusters Score -736315.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -736323.000000 Penalty: 2832.714355
	Iteration 19Q: 3 clusters Score -736323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -736332.125000 Penalty: 2832.714355
	Iteration 20F: 3 clusters Score -736332.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -736338.062500 Penalty: 2832.714355
	Iteration 21Q: 3 clusters Score -736338.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -736343.562500 Penalty: 2832.714355
	Iteration 22Q: 3 clusters Score -736343.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -736348.812500 Penalty: 2832.714355
	Iteration 23Q: 3 clusters Score -736348.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -736358.437500 Penalty: 2832.714355
	Iteration 24Q: 3 clusters Score -736358.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -736360.062500 Penalty: 2832.714355
	Iteration 25Q: 3 clusters Score -736360.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -736362.562500 Penalty: 2832.714355
	Iteration 26Q: 3 clusters Score -736362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -736362.437500 Penalty: 2832.714355
	Iteration 27Q: 3 clusters Score -736362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -736362.250000 Penalty: 2832.714355
	Iteration 28Q: 3 clusters Score -736362.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -736362.250000 Penalty: 2832.714355
	Iteration 29F: 3 clusters Score -736362.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Entering Unmasked Estep 
Score: -2416947.750000 Penalty: 1606.249146
	Iteration 0F: 2 clusters Score -2416948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2403573.500000 Penalty: 3212.498291
	Iteration 0F: 3 clusters Score -2403574 nChanged 8874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2408358.750000 Penalty: 3212.498291
	Iteration 1F: 3 clusters Score -2408359 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2408748.000000 Penalty: 3212.498291
	Iteration 2F: 3 clusters Score -2408748 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2409140.250000 Penalty: 3212.498291
	Iteration 3Q: 3 clusters Score -2409140 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2409681.500000 Penalty: 3212.498291
	Iteration 4F: 3 clusters Score -2409682 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -2410362.000000 Penalty: 3212.498291
	Iteration 5F: 3 clusters Score -2410362 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2411135.750000 Penalty: 3212.498291
	Iteration 6F: 3 clusters Score -2411136 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2411880.250000 Penalty: 3212.498291
	Iteration 7F: 3 clusters Score -2411880 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2412471.750000 Penalty: 3212.498291
	Iteration 8F: 3 clusters Score -2412472 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2412916.250000 Penalty: 3212.498291
	Iteration 9Q: 3 clusters Score -2412916 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2413284.000000 Penalty: 3212.498291
	Iteration 10Q: 3 clusters Score -2413284 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2413585.750000 Penalty: 3212.498291
	Iteration 11Q: 3 clusters Score -2413586 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2413849.250000 Penalty: 3212.498291
	Iteration 12Q: 3 clusters Score -2413849 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2414065.000000 Penalty: 3212.498291
	Iteration 13Q: 3 clusters Score -2414065 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2414267.000000 Penalty: 3212.498291
	Iteration 14Q: 3 clusters Score -2414267 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2414452.750000 Penalty: 3212.498291
	Iteration 15Q: 3 clusters Score -2414453 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2414620.500000 Penalty: 3212.498291
	Iteration 16Q: 3 clusters Score -2414620 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2414776.000000 Penalty: 3212.498291
	Iteration 17Q: 3 clusters Score -2414776 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2414880.000000 Penalty: 3212.498291
	Iteration 18Q: 3 clusters Score -2414880 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -2414958.000000 Penalty: 3212.498291
	Iteration 19Q: 3 clusters Score -2414958 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -2415014.250000 Penalty: 3212.498291
	Iteration 20F: 3 clusters Score -2415014 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2415060.500000 Penalty: 3212.498291
	Iteration 21Q: 3 clusters Score -2415060 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2415095.250000 Penalty: 3212.498291
	Iteration 22Q: 3 clusters Score -2415095 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2415108.000000 Penalty: 3212.498291
	Iteration 23Q: 3 clusters Score -2415108 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2415131.250000 Penalty: 3212.498291
	Iteration 24Q: 3 clusters Score -2415131 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2415134.750000 Penalty: 3212.498291
	Iteration 25Q: 3 clusters Score -2415135 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2415143.750000 Penalty: 3212.498291
	Iteration 26Q: 3 clusters Score -2415144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2415145.250000 Penalty: 3212.498291
	Iteration 27Q: 3 clusters Score -2415145 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2415163.000000 Penalty: 3212.498291
	Iteration 28Q: 3 clusters Score -2415163 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2415156.000000 Penalty: 3212.498291
	Iteration 29Q: 3 clusters Score -2415156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2415157.250000 Penalty: 3212.498291
	Iteration 30Q: 3 clusters Score -2415157 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2415159.250000 Penalty: 3212.498291
	Iteration 31Q: 3 clusters Score -2415159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2415159.500000 Penalty: 3212.498291
	Iteration 32Q: 3 clusters Score -2415160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -2415161.750000 Penalty: 3212.498291
	Iteration 33Q: 3 clusters Score -2415162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2415165.000000 Penalty: 3212.498291
	Iteration 34Q: 3 clusters Score -2415165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2415171.750000 Penalty: 3212.498291
	Iteration 35Q: 3 clusters Score -2415172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2415172.500000 Penalty: 3212.498291
	Iteration 36Q: 3 clusters Score -2415172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2415169.000000 Penalty: 3212.498291
	Iteration 37Q: 3 clusters Score -2415169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2415173.250000 Penalty: 3212.498291
	Iteration 38Q: 3 clusters Score -2415173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2415166.250000 Penalty: 3212.498291
	Iteration 39Q: 3 clusters Score -2415166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2415168.500000 Penalty: 3212.498291
	Iteration 40F: 3 clusters Score -2415168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2415175.500000 Penalty: 3212.498291
	Iteration 41Q: 3 clusters Score -2415176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2415173.500000 Penalty: 3212.498291
	Iteration 42Q: 3 clusters Score -2415174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -2415178.250000 Penalty: 3212.498291
	Iteration 43Q: 3 clusters Score -2415178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2415171.000000 Penalty: 3212.498291
	Iteration 44Q: 3 clusters Score -2415171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2415174.750000 Penalty: 3212.498291
	Iteration 45Q: 3 clusters Score -2415175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -2415170.750000 Penalty: 3212.498291
	Iteration 46Q: 3 clusters Score -2415171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2415164.750000 Penalty: 3212.498291
	Iteration 47Q: 3 clusters Score -2415165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2415168.000000 Penalty: 3212.498291
	Iteration 48Q: 3 clusters Score -2415168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2415173.500000 Penalty: 3212.498291
	Iteration 49Q: 3 clusters Score -2415174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2415173.750000 Penalty: 3212.498291
	Iteration 50Q: 3 clusters Score -2415174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2415167.250000 Penalty: 3212.498291
	Iteration 51Q: 3 clusters Score -2415167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2415169.000000 Penalty: 3212.498291
	Iteration 52Q: 3 clusters Score -2415169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2415174.750000 Penalty: 3212.498291
	Iteration 53Q: 3 clusters Score -2415175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2415175.000000 Penalty: 3212.498291
	Iteration 54Q: 3 clusters Score -2415175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2415179.250000 Penalty: 3212.498291
	Iteration 55Q: 3 clusters Score -2415179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2415179.250000 Penalty: 3212.498291
	Iteration 56Q: 3 clusters Score -2415179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2415178.750000 Penalty: 3212.498291
	Iteration 57Q: 3 clusters Score -2415179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2415179.750000 Penalty: 3212.498291
	Iteration 58Q: 3 clusters Score -2415180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2415180.000000 Penalty: 3212.498291
	Iteration 59Q: 3 clusters Score -2415180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2415178.500000 Penalty: 3212.498291
	Iteration 60F: 3 clusters Score -2415178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -2415180.250000 Penalty: 3212.498291
	Iteration 61Q: 3 clusters Score -2415180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2415182.500000 Penalty: 3212.498291
	Iteration 62Q: 3 clusters Score -2415182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2415182.500000 Penalty: 3212.498291
	Iteration 63F: 3 clusters Score -2415182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Entering Unmasked Estep 
Score: -969903.062500 Penalty: 1462.458130
	Iteration 0F: 2 clusters Score -969903.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -964076.375000 Penalty: 2924.916260
	Iteration 0F: 3 clusters Score -964076.4 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -966195.375000 Penalty: 2924.916260
	Iteration 1F: 3 clusters Score -966195.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -966914.937500 Penalty: 2924.916260
	Iteration 2F: 3 clusters Score -966914.9 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -968162.250000 Penalty: 2924.916260
	Iteration 3F: 3 clusters Score -968162.2 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -970334.875000 Penalty: 2924.916260
	Iteration 4F: 3 clusters Score -970334.9 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -971979.937500 Penalty: 2924.916260
	Iteration 5F: 3 clusters Score -971979.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -972590.500000 Penalty: 2924.916260
	Iteration 6F: 3 clusters Score -972590.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -973032.187500 Penalty: 2924.916260
	Iteration 7Q: 3 clusters Score -973032.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -973294.937500 Penalty: 2924.916260
	Iteration 8Q: 3 clusters Score -973294.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -973600.437500 Penalty: 2924.916260
	Iteration 9Q: 3 clusters Score -973600.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -974081.250000 Penalty: 2924.916260
	Iteration 10Q: 3 clusters Score -974081.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -974254.250000 Penalty: 2924.916260
	Iteration 11Q: 3 clusters Score -974254.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -974275.312500 Penalty: 2924.916260
	Iteration 12Q: 3 clusters Score -974275.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -974275.000000 Penalty: 2924.916260
	Iteration 13Q: 3 clusters Score -974275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -974276.062500 Penalty: 2924.916260
	Iteration 14Q: 3 clusters Score -974276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -974276.500000 Penalty: 2924.916260
	Iteration 15Q: 3 clusters Score -974276.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -974276.500000 Penalty: 2924.916260
	Iteration 16F: 3 clusters Score -974276.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14513 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 57941 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 47556 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 35637 members 
Mstep: Class 14 contains 5557 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 3226 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 20 contains 54836 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 2126 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 59960 members 
Mstep: Class 25 contains 9984 members 
Mstep: Class 26 contains 1486 members 
Mstep: Class 27 contains 6177 members 
Mstep: Class 28 contains 6015 members 
Entering Unmasked Estep 
Score: -48212460.000000 Penalty: 58714.269531
Splitting cluster 19 changes total score from -48187096.000000 to -48212460.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (54836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Entering Unmasked Estep 
Score: -6712199.000000 Penalty: 1773.216553
	Iteration 0F: 2 clusters Score -6712199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -6675465.000000 Penalty: 3546.433105
	Iteration 0F: 3 clusters Score -6675465 nChanged 26011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -6690280.000000 Penalty: 3546.433105
	Iteration 1F: 3 clusters Score -6690280 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -6691102.000000 Penalty: 3546.433105
	Iteration 2Q: 3 clusters Score -6691102 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -6692260.500000 Penalty: 3546.433105
	Iteration 3Q: 3 clusters Score -6692260 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 28972 members 
Entering Unmasked Estep 
Score: -6693912.000000 Penalty: 3546.433105
	Iteration 4F: 3 clusters Score -6693912 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 29316 members 
Entering Unmasked Estep 
Score: -6696250.000000 Penalty: 3546.433105
	Iteration 5F: 3 clusters Score -6696250 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -6699032.500000 Penalty: 3546.433105
	Iteration 6F: 3 clusters Score -6699032 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -6701136.500000 Penalty: 3546.433105
	Iteration 7F: 3 clusters Score -6701136 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 30207 members 
Entering Unmasked Estep 
Score: -6702396.000000 Penalty: 3546.433105
	Iteration 8F: 3 clusters Score -6702396 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -6703102.500000 Penalty: 3546.433105
	Iteration 9Q: 3 clusters Score -6703102 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -6703527.000000 Penalty: 3546.433105
	Iteration 10Q: 3 clusters Score -6703527 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 30854 members 
Entering Unmasked Estep 
Score: -6703718.500000 Penalty: 3546.433105
	Iteration 11Q: 3 clusters Score -6703718 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -6703911.500000 Penalty: 3546.433105
	Iteration 12Q: 3 clusters Score -6703912 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -6704040.500000 Penalty: 3546.433105
	Iteration 13Q: 3 clusters Score -6704040 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -6704157.500000 Penalty: 3546.433105
	Iteration 14Q: 3 clusters Score -6704158 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -6704249.000000 Penalty: 3546.433105
	Iteration 15Q: 3 clusters Score -6704249 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -6704342.500000 Penalty: 3546.433105
	Iteration 16Q: 3 clusters Score -6704342 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -6704415.500000 Penalty: 3546.433105
	Iteration 17Q: 3 clusters Score -6704416 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -6704555.500000 Penalty: 3546.433105
	Iteration 18Q: 3 clusters Score -6704556 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -6704730.500000 Penalty: 3546.433105
	Iteration 19Q: 3 clusters Score -6704730 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -6704970.500000 Penalty: 3546.433105
	Iteration 20F: 3 clusters Score -6704970 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -6705215.000000 Penalty: 3546.433105
	Iteration 21Q: 3 clusters Score -6705215 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -6705497.500000 Penalty: 3546.433105
	Iteration 22Q: 3 clusters Score -6705498 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -6705857.000000 Penalty: 3546.433105
	Iteration 23Q: 3 clusters Score -6705857 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -6706289.500000 Penalty: 3546.433105
	Iteration 24Q: 3 clusters Score -6706290 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -6706919.000000 Penalty: 3546.433105
	Iteration 25Q: 3 clusters Score -6706919 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -6707665.000000 Penalty: 3546.433105
	Iteration 26Q: 3 clusters Score -6707665 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -6708882.000000 Penalty: 3546.433105
	Iteration 27Q: 3 clusters Score -6708882 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -6710663.000000 Penalty: 3546.433105
	Iteration 28Q: 3 clusters Score -6710663 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -6711905.500000 Penalty: 3546.433105
	Iteration 29Q: 3 clusters Score -6711906 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -6712360.500000 Penalty: 3546.433105
	Iteration 30Q: 3 clusters Score -6712360 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -6712521.500000 Penalty: 3546.433105
	Iteration 31Q: 3 clusters Score -6712522 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -6712616.500000 Penalty: 3546.433105
	Iteration 32Q: 3 clusters Score -6712616 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -6712706.000000 Penalty: 3546.433105
	Iteration 33Q: 3 clusters Score -6712706 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -6712743.500000 Penalty: 3546.433105
	Iteration 34Q: 3 clusters Score -6712744 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -6712758.000000 Penalty: 3546.433105
	Iteration 35Q: 3 clusters Score -6712758 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -6712802.000000 Penalty: 3546.433105
	Iteration 36Q: 3 clusters Score -6712802 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -6712801.500000 Penalty: 3546.433105
	Iteration 37Q: 3 clusters Score -6712802 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -6712805.000000 Penalty: 3546.433105
	Iteration 38Q: 3 clusters Score -6712805 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -6712806.500000 Penalty: 3546.433105
	Iteration 39Q: 3 clusters Score -6712806 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -6712824.500000 Penalty: 3546.433105
	Iteration 40F: 3 clusters Score -6712824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -6712837.500000 Penalty: 3546.433105
	Iteration 41Q: 3 clusters Score -6712838 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -6712838.000000 Penalty: 3546.433105
	Iteration 42Q: 3 clusters Score -6712838 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -6712827.500000 Penalty: 3546.433105
	Iteration 43Q: 3 clusters Score -6712828 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -6712849.500000 Penalty: 3546.433105
	Iteration 44Q: 3 clusters Score -6712850 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -6712860.000000 Penalty: 3546.433105
	Iteration 45Q: 3 clusters Score -6712860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -6712864.000000 Penalty: 3546.433105
	Iteration 46Q: 3 clusters Score -6712864 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -6712865.000000 Penalty: 3546.433105
	Iteration 47Q: 3 clusters Score -6712865 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -6712860.500000 Penalty: 3546.433105
	Iteration 48Q: 3 clusters Score -6712860 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -6712868.500000 Penalty: 3546.433105
	Iteration 49Q: 3 clusters Score -6712868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -6712861.000000 Penalty: 3546.433105
	Iteration 50Q: 3 clusters Score -6712861 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -6712853.500000 Penalty: 3546.433105
	Iteration 51Q: 3 clusters Score -6712854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -6712863.500000 Penalty: 3546.433105
	Iteration 52Q: 3 clusters Score -6712864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -6712878.000000 Penalty: 3546.433105
	Iteration 53Q: 3 clusters Score -6712878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -6712895.000000 Penalty: 3546.433105
	Iteration 54Q: 3 clusters Score -6712895 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -6712890.000000 Penalty: 3546.433105
	Iteration 55Q: 3 clusters Score -6712890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -6712900.500000 Penalty: 3546.433105
	Iteration 56Q: 3 clusters Score -6712900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -6712905.000000 Penalty: 3546.433105
	Iteration 57Q: 3 clusters Score -6712905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -6712908.000000 Penalty: 3546.433105
	Iteration 58Q: 3 clusters Score -6712908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -6712919.500000 Penalty: 3546.433105
	Iteration 59Q: 3 clusters Score -6712920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -6712915.000000 Penalty: 3546.433105
	Iteration 60F: 3 clusters Score -6712915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -6712929.000000 Penalty: 3546.433105
	Iteration 61Q: 3 clusters Score -6712929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -6712926.500000 Penalty: 3546.433105
	Iteration 62Q: 3 clusters Score -6712926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -6712934.500000 Penalty: 3546.433105
	Iteration 63Q: 3 clusters Score -6712934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -6712938.000000 Penalty: 3546.433105
	Iteration 64Q: 3 clusters Score -6712938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -6712938.000000 Penalty: 3546.433105
	Iteration 65Q: 3 clusters Score -6712938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -6712941.500000 Penalty: 3546.433105
	Iteration 66Q: 3 clusters Score -6712942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -6712950.500000 Penalty: 3546.433105
	Iteration 67Q: 3 clusters Score -6712950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -6712948.000000 Penalty: 3546.433105
	Iteration 68Q: 3 clusters Score -6712948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -6712949.000000 Penalty: 3546.433105
	Iteration 69Q: 3 clusters Score -6712949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -6712952.000000 Penalty: 3546.433105
	Iteration 70Q: 3 clusters Score -6712952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -6712949.500000 Penalty: 3546.433105
	Iteration 71Q: 3 clusters Score -6712950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -6712946.500000 Penalty: 3546.433105
	Iteration 72Q: 3 clusters Score -6712946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -6712943.000000 Penalty: 3546.433105
	Iteration 73Q: 3 clusters Score -6712943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -6712944.500000 Penalty: 3546.433105
	Iteration 74Q: 3 clusters Score -6712944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -6712949.000000 Penalty: 3546.433105
	Iteration 75Q: 3 clusters Score -6712949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -6712945.500000 Penalty: 3546.433105
	Iteration 76Q: 3 clusters Score -6712946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -6712944.500000 Penalty: 3546.433105
	Iteration 77Q: 3 clusters Score -6712944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -6712943.000000 Penalty: 3546.433105
	Iteration 78Q: 3 clusters Score -6712943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -6712943.000000 Penalty: 3546.433105
	Iteration 79F: 3 clusters Score -6712943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14513 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 57941 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 47556 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 35637 members 
Mstep: Class 14 contains 5557 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 3226 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 20 contains 10512 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 2126 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 59960 members 
Mstep: Class 25 contains 9984 members 
Mstep: Class 26 contains 1486 members 
Mstep: Class 27 contains 6177 members 
Mstep: Class 28 contains 6015 members 
Mstep: Class 29 contains 44324 members 
Entering Unmasked Estep 
Score: -48212544.000000 Penalty: 60811.207031
Splitting cluster 20 changes total score from -48187096.000000 to -48212544.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 21 (8128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Entering Unmasked Estep 
Score: -1007871.250000 Penalty: 1462.998901
	Iteration 0F: 2 clusters Score -1007871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1001939.125000 Penalty: 2925.997803
	Iteration 0F: 3 clusters Score -1001939 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1003769.312500 Penalty: 2925.997803
	Iteration 1F: 3 clusters Score -1003769 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1004007.500000 Penalty: 2925.997803
	Iteration 2F: 3 clusters Score -1004008 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1004219.187500 Penalty: 2925.997803
	Iteration 3F: 3 clusters Score -1004219 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1004459.625000 Penalty: 2925.997803
	Iteration 4Q: 3 clusters Score -1004460 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1004779.312500 Penalty: 2925.997803
	Iteration 5F: 3 clusters Score -1004779 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1005195.500000 Penalty: 2925.997803
	Iteration 6F: 3 clusters Score -1005196 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1005680.250000 Penalty: 2925.997803
	Iteration 7F: 3 clusters Score -1005680 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1006064.500000 Penalty: 2925.997803
	Iteration 8F: 3 clusters Score -1006064 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1006385.000000 Penalty: 2925.997803
	Iteration 9F: 3 clusters Score -1006385 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1006647.062500 Penalty: 2925.997803
	Iteration 10F: 3 clusters Score -1006647 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1006870.312500 Penalty: 2925.997803
	Iteration 11Q: 3 clusters Score -1006870 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1007087.250000 Penalty: 2925.997803
	Iteration 12Q: 3 clusters Score -1007087 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1007307.125000 Penalty: 2925.997803
	Iteration 13Q: 3 clusters Score -1007307 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1007541.437500 Penalty: 2925.997803
	Iteration 14Q: 3 clusters Score -1007541 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1007806.375000 Penalty: 2925.997803
	Iteration 15Q: 3 clusters Score -1007806 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1008078.062500 Penalty: 2925.997803
	Iteration 16Q: 3 clusters Score -1008078 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1008371.187500 Penalty: 2925.997803
	Iteration 17Q: 3 clusters Score -1008371 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1008601.312500 Penalty: 2925.997803
	Iteration 18Q: 3 clusters Score -1008601 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1008760.500000 Penalty: 2925.997803
	Iteration 19Q: 3 clusters Score -1008760 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1008904.125000 Penalty: 2925.997803
	Iteration 20F: 3 clusters Score -1008904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1008974.437500 Penalty: 2925.997803
	Iteration 21Q: 3 clusters Score -1008974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1008987.250000 Penalty: 2925.997803
	Iteration 22Q: 3 clusters Score -1008987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1008990.125000 Penalty: 2925.997803
	Iteration 23Q: 3 clusters Score -1008990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1008991.000000 Penalty: 2925.997803
	Iteration 24Q: 3 clusters Score -1008991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1008992.062500 Penalty: 2925.997803
	Iteration 25Q: 3 clusters Score -1008992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1008993.625000 Penalty: 2925.997803
	Iteration 26Q: 3 clusters Score -1008994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1008994.125000 Penalty: 2925.997803
	Iteration 27Q: 3 clusters Score -1008994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1008994.625000 Penalty: 2925.997803
	Iteration 28Q: 3 clusters Score -1008995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1008994.625000 Penalty: 2925.997803
	Iteration 29F: 3 clusters Score -1008995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14513 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 57941 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 47556 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 35637 members 
Mstep: Class 14 contains 5557 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 3226 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 20 contains 10512 members 
Mstep: Class 21 contains 6870 members 
Mstep: Class 22 contains 2126 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 59960 members 
Mstep: Class 25 contains 9984 members 
Mstep: Class 26 contains 1486 members 
Mstep: Class 27 contains 6177 members 
Mstep: Class 28 contains 6015 members 
Mstep: Class 29 contains 44324 members 
Mstep: Class 30 contains 1258 members 
Entering Unmasked Estep 
Score: -48213004.000000 Penalty: 62908.144531
Splitting cluster 21 changes total score from -48187096.000000 to -48213004.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 14513 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 15808 members 
Mstep: Class 5 contains 57941 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 47556 members 
Mstep: Class 10 contains 6813 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 13 contains 35637 members 
Mstep: Class 14 contains 5557 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 16 contains 3226 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 19626 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 20 contains 10512 members 
Mstep: Class 21 contains 6870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48217108.000000 Penalty: 62908.144531
Iteration 39Q: 31 clusters Score -4.821711e+07 nChanged 6741
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14663 members 
Mstep: Class 3 contains 3206 members 
Mstep: Class 4 contains 15885 members 
Mstep: Class 5 contains 58754 members 
Mstep: Class 6 contains 2966 members 
Mstep: Class 7 contains 1879 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 47915 members 
Mstep: Class 10 contains 6878 members 
Mstep: Class 11 contains 1645 members 
Mstep: Class 12 contains 4276 members 
Mstep: Class 13 contains 35633 members 
Mstep: Class 14 contains 5749 members 
Mstep: Class 15 contains 15920 members 
Mstep: Class 16 contains 3540 members 
Mstep: Class 17 contains 6037 members 
Mstep: Class 18 contains 19532 members 
Mstep: Class 19 contains 2079 members 
Mstep: Class 20 contains 10824 members 
Mstep: Class 21 contains 7301 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1348 members 
Mstep: Class 24 contains 59547 members 
Mstep: Class 25 contains 9813 members 
Mstep: Class 26 contains 1482 members 
Mstep: Class 27 contains 6035 members 
Mstep: Class 28 contains 6041 members 
Mstep: Class 29 contains 42258 members 
Mstep: Class 30 contains 1269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48221856.000000 Penalty: 62908.144531
Iteration 40F: 31 clusters Score -4.822186e+07 nChanged 8215
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14719 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 14992 members 
Mstep: Class 5 contains 58334 members 
Mstep: Class 6 contains 2992 members 
Mstep: Class 7 contains 1864 members 
Mstep: Class 8 contains 5681 members 
Mstep: Class 9 contains 47246 members 
Mstep: Class 10 contains 6918 members 
Mstep: Class 11 contains 1688 members 
Mstep: Class 12 contains 4352 members 
Mstep: Class 13 contains 35450 members 
Mstep: Class 14 contains 5706 members 
Mstep: Class 15 contains 15742 members 
Mstep: Class 16 contains 3664 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 18858 members 
Mstep: Class 19 contains 2070 members 
Mstep: Class 20 contains 11170 members 
Mstep: Class 21 contains 7634 members 
Mstep: Class 22 contains 2174 members 
Mstep: Class 23 contains 1350 members 
Mstep: Class 24 contains 62325 members 
Mstep: Class 25 contains 10604 members 
Mstep: Class 26 contains 1522 members 
Mstep: Class 27 contains 6032 members 
Mstep: Class 28 contains 6077 members 
Mstep: Class 29 contains 40951 members 
Mstep: Class 30 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48224188.000000 Penalty: 62908.144531
Iteration 41Q: 31 clusters Score -4.822419e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14760 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 14361 members 
Mstep: Class 5 contains 58307 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 1877 members 
Mstep: Class 8 contains 5517 members 
Mstep: Class 9 contains 46944 members 
Mstep: Class 10 contains 7052 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 4385 members 
Mstep: Class 13 contains 35318 members 
Mstep: Class 14 contains 5673 members 
Mstep: Class 15 contains 15627 members 
Mstep: Class 16 contains 3768 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 18366 members 
Mstep: Class 19 contains 2063 members 
Mstep: Class 20 contains 11564 members 
Mstep: Class 21 contains 7933 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 1355 members 
Mstep: Class 24 contains 63963 members 
Mstep: Class 25 contains 11126 members 
Mstep: Class 26 contains 1559 members 
Mstep: Class 27 contains 6030 members 
Mstep: Class 28 contains 6083 members 
Mstep: Class 29 contains 39713 members 
Mstep: Class 30 contains 1296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48225544.000000 Penalty: 62908.144531
Iteration 42Q: 31 clusters Score -4.822554e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14786 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 13852 members 
Mstep: Class 5 contains 58309 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 1892 members 
Mstep: Class 8 contains 5371 members 
Mstep: Class 9 contains 46778 members 
Mstep: Class 10 contains 7218 members 
Mstep: Class 11 contains 1816 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 35213 members 
Mstep: Class 14 contains 5641 members 
Mstep: Class 15 contains 15572 members 
Mstep: Class 16 contains 3839 members 
Mstep: Class 17 contains 5485 members 
Mstep: Class 18 contains 18018 members 
Mstep: Class 19 contains 2058 members 
Mstep: Class 20 contains 11967 members 
Mstep: Class 21 contains 8194 members 
Mstep: Class 22 contains 2265 members 
Mstep: Class 23 contains 1356 members 
Mstep: Class 24 contains 65157 members 
Mstep: Class 25 contains 11448 members 
Mstep: Class 26 contains 1594 members 
Mstep: Class 27 contains 6030 members 
Mstep: Class 28 contains 6097 members 
Mstep: Class 29 contains 38602 members 
Mstep: Class 30 contains 1300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48226220.000000 Penalty: 62908.144531
Iteration 43Q: 31 clusters Score -4.822622e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14815 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 13412 members 
Mstep: Class 5 contains 58394 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 1908 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 46694 members 
Mstep: Class 10 contains 7371 members 
Mstep: Class 11 contains 1877 members 
Mstep: Class 12 contains 4417 members 
Mstep: Class 13 contains 35100 members 
Mstep: Class 14 contains 5649 members 
Mstep: Class 15 contains 15538 members 
Mstep: Class 16 contains 3877 members 
Mstep: Class 17 contains 5353 members 
Mstep: Class 18 contains 17710 members 
Mstep: Class 19 contains 2054 members 
Mstep: Class 20 contains 12420 members 
Mstep: Class 21 contains 8438 members 
Mstep: Class 22 contains 2287 members 
Mstep: Class 23 contains 1358 members 
Mstep: Class 24 contains 66082 members 
Mstep: Class 25 contains 11733 members 
Mstep: Class 26 contains 1630 members 
Mstep: Class 27 contains 6026 members 
Mstep: Class 28 contains 6090 members 
Mstep: Class 29 contains 37490 members 
Mstep: Class 30 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48226884.000000 Penalty: 62908.144531
Iteration 44Q: 31 clusters Score -4.822688e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14842 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 13019 members 
Mstep: Class 5 contains 58501 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 5073 members 
Mstep: Class 9 contains 46667 members 
Mstep: Class 10 contains 7503 members 
Mstep: Class 11 contains 1925 members 
Mstep: Class 12 contains 4434 members 
Mstep: Class 13 contains 34986 members 
Mstep: Class 14 contains 5666 members 
Mstep: Class 15 contains 15526 members 
Mstep: Class 16 contains 3899 members 
Mstep: Class 17 contains 5223 members 
Mstep: Class 18 contains 17443 members 
Mstep: Class 19 contains 2048 members 
Mstep: Class 20 contains 12921 members 
Mstep: Class 21 contains 8642 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 1359 members 
Mstep: Class 24 contains 66821 members 
Mstep: Class 25 contains 12008 members 
Mstep: Class 26 contains 1672 members 
Mstep: Class 27 contains 6026 members 
Mstep: Class 28 contains 6092 members 
Mstep: Class 29 contains 36420 members 
Mstep: Class 30 contains 1301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48227900.000000 Penalty: 62908.144531
Iteration 45Q: 31 clusters Score -4.82279e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14869 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 12689 members 
Mstep: Class 5 contains 58667 members 
Mstep: Class 6 contains 3120 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 8 contains 4947 members 
Mstep: Class 9 contains 46668 members 
Mstep: Class 10 contains 7624 members 
Mstep: Class 11 contains 1967 members 
Mstep: Class 12 contains 4438 members 
Mstep: Class 13 contains 34861 members 
Mstep: Class 14 contains 5675 members 
Mstep: Class 15 contains 15523 members 
Mstep: Class 16 contains 3892 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 17210 members 
Mstep: Class 19 contains 2044 members 
Mstep: Class 20 contains 13494 members 
Mstep: Class 21 contains 8833 members 
Mstep: Class 22 contains 2288 members 
Mstep: Class 23 contains 1362 members 
Mstep: Class 24 contains 67389 members 
Mstep: Class 25 contains 12221 members 
Mstep: Class 26 contains 1710 members 
Mstep: Class 27 contains 6025 members 
Mstep: Class 28 contains 6085 members 
Mstep: Class 29 contains 35351 members 
Mstep: Class 30 contains 1303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48228552.000000 Penalty: 62908.144531
Iteration 46Q: 31 clusters Score -4.822855e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14896 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 12405 members 
Mstep: Class 5 contains 58837 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 2051 members 
Mstep: Class 8 contains 4790 members 
Mstep: Class 9 contains 46635 members 
Mstep: Class 10 contains 7723 members 
Mstep: Class 11 contains 1993 members 
Mstep: Class 12 contains 4431 members 
Mstep: Class 13 contains 34771 members 
Mstep: Class 14 contains 5670 members 
Mstep: Class 15 contains 15530 members 
Mstep: Class 16 contains 3883 members 
Mstep: Class 17 contains 5034 members 
Mstep: Class 18 contains 16974 members 
Mstep: Class 19 contains 2044 members 
Mstep: Class 20 contains 14153 members 
Mstep: Class 21 contains 9041 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 1364 members 
Mstep: Class 24 contains 67931 members 
Mstep: Class 25 contains 12382 members 
Mstep: Class 26 contains 1751 members 
Mstep: Class 27 contains 6020 members 
Mstep: Class 28 contains 6056 members 
Mstep: Class 29 contains 34254 members 
Mstep: Class 30 contains 1302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48229456.000000 Penalty: 62908.144531
Iteration 47Q: 31 clusters Score -4.822946e+07 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 14913 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 12149 members 
Mstep: Class 5 contains 59039 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 2156 members 
Mstep: Class 8 contains 4623 members 
Mstep: Class 9 contains 46613 members 
Mstep: Class 10 contains 7809 members 
Mstep: Class 11 contains 2023 members 
Mstep: Class 12 contains 4402 members 
Mstep: Class 13 contains 34706 members 
Mstep: Class 14 contains 5656 members 
Mstep: Class 15 contains 15532 members 
Mstep: Class 16 contains 3882 members 
Mstep: Class 17 contains 4957 members 
Mstep: Class 18 contains 16755 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 14874 members 
Mstep: Class 21 contains 9202 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 1365 members 
Mstep: Class 24 contains 68396 members 
Mstep: Class 25 contains 12538 members 
Mstep: Class 26 contains 1795 members 
Mstep: Class 27 contains 6016 members 
Mstep: Class 28 contains 6036 members 
Mstep: Class 29 contains 33133 members 
Mstep: Class 30 contains 1302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48230436.000000 Penalty: 62908.144531
Iteration 48Q: 31 clusters Score -4.823044e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14925 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 59248 members 
Mstep: Class 6 contains 3167 members 
Mstep: Class 7 contains 2225 members 
Mstep: Class 8 contains 4463 members 
Mstep: Class 9 contains 46585 members 
Mstep: Class 10 contains 7886 members 
Mstep: Class 11 contains 2061 members 
Mstep: Class 12 contains 4361 members 
Mstep: Class 13 contains 34663 members 
Mstep: Class 14 contains 5654 members 
Mstep: Class 15 contains 15515 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 4878 members 
Mstep: Class 18 contains 16518 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 15654 members 
Mstep: Class 21 contains 9322 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 1366 members 
Mstep: Class 24 contains 68774 members 
Mstep: Class 25 contains 12707 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 6017 members 
Mstep: Class 28 contains 6041 members 
Mstep: Class 29 contains 32021 members 
Mstep: Class 30 contains 1302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48231288.000000 Penalty: 62908.144531
Iteration 49Q: 31 clusters Score -4.823129e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 14931 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 11766 members 
Mstep: Class 5 contains 59418 members 
Mstep: Class 6 contains 3180 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 4294 members 
Mstep: Class 9 contains 46557 members 
Mstep: Class 10 contains 7939 members 
Mstep: Class 11 contains 2094 members 
Mstep: Class 12 contains 4333 members 
Mstep: Class 13 contains 34624 members 
Mstep: Class 14 contains 5652 members 
Mstep: Class 15 contains 15503 members 
Mstep: Class 16 contains 3897 members 
Mstep: Class 17 contains 4813 members 
Mstep: Class 18 contains 16326 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 16494 members 
Mstep: Class 21 contains 9427 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 1368 members 
Mstep: Class 24 contains 69114 members 
Mstep: Class 25 contains 12874 members 
Mstep: Class 26 contains 1895 members 
Mstep: Class 27 contains 6016 members 
Mstep: Class 28 contains 6056 members 
Mstep: Class 29 contains 30889 members 
Mstep: Class 30 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48232316.000000 Penalty: 62908.144531
Iteration 50Q: 31 clusters Score -4.823232e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 14936 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 11632 members 
Mstep: Class 5 contains 59547 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 4138 members 
Mstep: Class 9 contains 46556 members 
Mstep: Class 10 contains 7978 members 
Mstep: Class 11 contains 2133 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 34582 members 
Mstep: Class 14 contains 5652 members 
Mstep: Class 15 contains 15499 members 
Mstep: Class 16 contains 3909 members 
Mstep: Class 17 contains 4765 members 
Mstep: Class 18 contains 16159 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 17397 members 
Mstep: Class 21 contains 9509 members 
Mstep: Class 22 contains 2300 members 
Mstep: Class 23 contains 1372 members 
Mstep: Class 24 contains 69389 members 
Mstep: Class 25 contains 13024 members 
Mstep: Class 26 contains 1933 members 
Mstep: Class 27 contains 6010 members 
Mstep: Class 28 contains 6091 members 
Mstep: Class 29 contains 29739 members 
Mstep: Class 30 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48233180.000000 Penalty: 62908.144531
Iteration 51Q: 31 clusters Score -4.823318e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14936 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 11515 members 
Mstep: Class 5 contains 59635 members 
Mstep: Class 6 contains 3192 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 3991 members 
Mstep: Class 9 contains 46547 members 
Mstep: Class 10 contains 8010 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 34556 members 
Mstep: Class 14 contains 5673 members 
Mstep: Class 15 contains 15498 members 
Mstep: Class 16 contains 3911 members 
Mstep: Class 17 contains 4720 members 
Mstep: Class 18 contains 15983 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 18358 members 
Mstep: Class 21 contains 9567 members 
Mstep: Class 22 contains 2298 members 
Mstep: Class 23 contains 1375 members 
Mstep: Class 24 contains 69614 members 
Mstep: Class 25 contains 13182 members 
Mstep: Class 26 contains 1966 members 
Mstep: Class 27 contains 6009 members 
Mstep: Class 28 contains 6137 members 
Mstep: Class 29 contains 28605 members 
Mstep: Class 30 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48234020.000000 Penalty: 62908.144531
Iteration 52Q: 31 clusters Score -4.823402e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14933 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 11423 members 
Mstep: Class 5 contains 59728 members 
Mstep: Class 6 contains 3204 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 3858 members 
Mstep: Class 9 contains 46528 members 
Mstep: Class 10 contains 8044 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 13 contains 34526 members 
Mstep: Class 14 contains 5704 members 
Mstep: Class 15 contains 15484 members 
Mstep: Class 16 contains 3917 members 
Mstep: Class 17 contains 4669 members 
Mstep: Class 18 contains 15823 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 19306 members 
Mstep: Class 21 contains 9601 members 
Mstep: Class 22 contains 2301 members 
Mstep: Class 23 contains 1376 members 
Mstep: Class 24 contains 69796 members 
Mstep: Class 25 contains 13358 members 
Mstep: Class 26 contains 1985 members 
Mstep: Class 27 contains 6008 members 
Mstep: Class 28 contains 6168 members 
Mstep: Class 29 contains 27517 members 
Mstep: Class 30 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48234644.000000 Penalty: 62908.144531
Iteration 53Q: 31 clusters Score -4.823464e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14937 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 11349 members 
Mstep: Class 5 contains 59774 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 3735 members 
Mstep: Class 9 contains 46519 members 
Mstep: Class 10 contains 8068 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 4305 members 
Mstep: Class 13 contains 34506 members 
Mstep: Class 14 contains 5744 members 
Mstep: Class 15 contains 15471 members 
Mstep: Class 16 contains 3917 members 
Mstep: Class 17 contains 4633 members 
Mstep: Class 18 contains 15668 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 20293 members 
Mstep: Class 21 contains 9617 members 
Mstep: Class 22 contains 2304 members 
Mstep: Class 23 contains 1380 members 
Mstep: Class 24 contains 69957 members 
Mstep: Class 25 contains 13540 members 
Mstep: Class 26 contains 1997 members 
Mstep: Class 27 contains 6008 members 
Mstep: Class 28 contains 6205 members 
Mstep: Class 29 contains 26403 members 
Mstep: Class 30 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235572.000000 Penalty: 62908.144531
Iteration 54Q: 31 clusters Score -4.823557e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14940 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 11286 members 
Mstep: Class 5 contains 59815 members 
Mstep: Class 6 contains 3205 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 3614 members 
Mstep: Class 9 contains 46501 members 
Mstep: Class 10 contains 8088 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 4304 members 
Mstep: Class 13 contains 34484 members 
Mstep: Class 14 contains 5780 members 
Mstep: Class 15 contains 15459 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 4601 members 
Mstep: Class 18 contains 15537 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 21292 members 
Mstep: Class 21 contains 9608 members 
Mstep: Class 22 contains 2307 members 
Mstep: Class 23 contains 1381 members 
Mstep: Class 24 contains 70082 members 
Mstep: Class 25 contains 13709 members 
Mstep: Class 26 contains 2003 members 
Mstep: Class 27 contains 6006 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 25356 members 
Mstep: Class 30 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236644.000000 Penalty: 62908.144531
Iteration 55Q: 31 clusters Score -4.823664e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14940 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 11233 members 
Mstep: Class 5 contains 59849 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 3496 members 
Mstep: Class 9 contains 46477 members 
Mstep: Class 10 contains 8097 members 
Mstep: Class 11 contains 2289 members 
Mstep: Class 12 contains 4305 members 
Mstep: Class 13 contains 34460 members 
Mstep: Class 14 contains 5808 members 
Mstep: Class 15 contains 15446 members 
Mstep: Class 16 contains 3913 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 15433 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 22246 members 
Mstep: Class 21 contains 9573 members 
Mstep: Class 22 contains 2312 members 
Mstep: Class 23 contains 1381 members 
Mstep: Class 24 contains 70194 members 
Mstep: Class 25 contains 13862 members 
Mstep: Class 26 contains 2005 members 
Mstep: Class 27 contains 6005 members 
Mstep: Class 28 contains 6258 members 
Mstep: Class 29 contains 24393 members 
Mstep: Class 30 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237544.000000 Penalty: 62908.144531
Iteration 56Q: 31 clusters Score -4.823754e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14941 members 
Mstep: Class 3 contains 3196 members 
Mstep: Class 4 contains 11193 members 
Mstep: Class 5 contains 59848 members 
Mstep: Class 6 contains 3216 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 3380 members 
Mstep: Class 9 contains 46458 members 
Mstep: Class 10 contains 8107 members 
Mstep: Class 11 contains 2322 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 34452 members 
Mstep: Class 14 contains 5844 members 
Mstep: Class 15 contains 15448 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 4548 members 
Mstep: Class 18 contains 15336 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 23122 members 
Mstep: Class 21 contains 9539 members 
Mstep: Class 22 contains 2313 members 
Mstep: Class 23 contains 1381 members 
Mstep: Class 24 contains 70297 members 
Mstep: Class 25 contains 13967 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 6268 members 
Mstep: Class 29 contains 23544 members 
Mstep: Class 30 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238320.000000 Penalty: 62908.144531
Iteration 57Q: 31 clusters Score -4.823832e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14943 members 
Mstep: Class 3 contains 3195 members 
Mstep: Class 4 contains 11162 members 
Mstep: Class 5 contains 59867 members 
Mstep: Class 6 contains 3222 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 3248 members 
Mstep: Class 9 contains 46452 members 
Mstep: Class 10 contains 8128 members 
Mstep: Class 11 contains 2358 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 13 contains 34459 members 
Mstep: Class 14 contains 5880 members 
Mstep: Class 15 contains 15439 members 
Mstep: Class 16 contains 3916 members 
Mstep: Class 17 contains 4517 members 
Mstep: Class 18 contains 15230 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 23892 members 
Mstep: Class 21 contains 9475 members 
Mstep: Class 22 contains 2313 members 
Mstep: Class 23 contains 1382 members 
Mstep: Class 24 contains 70367 members 
Mstep: Class 25 contains 14049 members 
Mstep: Class 26 contains 2014 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 6280 members 
Mstep: Class 29 contains 22854 members 
Mstep: Class 30 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238784.000000 Penalty: 62908.144531
Iteration 58Q: 31 clusters Score -4.823878e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14947 members 
Mstep: Class 3 contains 3194 members 
Mstep: Class 4 contains 11132 members 
Mstep: Class 5 contains 59871 members 
Mstep: Class 6 contains 3229 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 3128 members 
Mstep: Class 9 contains 46426 members 
Mstep: Class 10 contains 8143 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 12 contains 4309 members 
Mstep: Class 13 contains 34464 members 
Mstep: Class 14 contains 5918 members 
Mstep: Class 15 contains 15434 members 
Mstep: Class 16 contains 3915 members 
Mstep: Class 17 contains 4502 members 
Mstep: Class 18 contains 15136 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 24528 members 
Mstep: Class 21 contains 9409 members 
Mstep: Class 22 contains 2314 members 
Mstep: Class 23 contains 1382 members 
Mstep: Class 24 contains 70436 members 
Mstep: Class 25 contains 14100 members 
Mstep: Class 26 contains 2021 members 
Mstep: Class 27 contains 6001 members 
Mstep: Class 28 contains 6313 members 
Mstep: Class 29 contains 22316 members 
Mstep: Class 30 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48239120.000000 Penalty: 62908.144531
Iteration 59Q: 31 clusters Score -4.823912e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14951 members 
Mstep: Class 3 contains 3194 members 
Mstep: Class 4 contains 11099 members 
Mstep: Class 5 contains 59869 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 8 contains 3037 members 
Mstep: Class 9 contains 46410 members 
Mstep: Class 10 contains 8160 members 
Mstep: Class 11 contains 2403 members 
Mstep: Class 12 contains 4314 members 
Mstep: Class 13 contains 34466 members 
Mstep: Class 14 contains 5960 members 
Mstep: Class 15 contains 15426 members 
Mstep: Class 16 contains 3913 members 
Mstep: Class 17 contains 4486 members 
Mstep: Class 18 contains 15060 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 25036 members 
Mstep: Class 21 contains 9329 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1382 members 
Mstep: Class 24 contains 70490 members 
Mstep: Class 25 contains 14152 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 5999 members 
Mstep: Class 28 contains 6322 members 
Mstep: Class 29 contains 21913 members 
Mstep: Class 30 contains 1305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48239640.000000 Penalty: 62908.144531
Iteration 60F: 31 clusters Score -4.823964e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 14953 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 11076 members 
Mstep: Class 5 contains 59856 members 
Mstep: Class 6 contains 3252 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2953 members 
Mstep: Class 9 contains 46402 members 
Mstep: Class 10 contains 8181 members 
Mstep: Class 11 contains 2414 members 
Mstep: Class 12 contains 4314 members 
Mstep: Class 13 contains 34461 members 
Mstep: Class 14 contains 5976 members 
Mstep: Class 15 contains 15424 members 
Mstep: Class 16 contains 3907 members 
Mstep: Class 17 contains 4471 members 
Mstep: Class 18 contains 15005 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 25626 members 
Mstep: Class 21 contains 9256 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 70513 members 
Mstep: Class 25 contains 14187 members 
Mstep: Class 26 contains 2042 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 6328 members 
Mstep: Class 29 contains 21459 members 
Mstep: Class 30 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48239864.000000 Penalty: 62908.144531
Iteration 61Q: 31 clusters Score -4.823986e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14955 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 11052 members 
Mstep: Class 5 contains 59850 members 
Mstep: Class 6 contains 3261 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 2885 members 
Mstep: Class 9 contains 46399 members 
Mstep: Class 10 contains 8190 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 34447 members 
Mstep: Class 14 contains 5997 members 
Mstep: Class 15 contains 15426 members 
Mstep: Class 16 contains 3903 members 
Mstep: Class 17 contains 4462 members 
Mstep: Class 18 contains 14963 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 26082 members 
Mstep: Class 21 contains 9180 members 
Mstep: Class 22 contains 2319 members 
Mstep: Class 23 contains 1383 members 
Mstep: Class 24 contains 70542 members 
Mstep: Class 25 contains 14211 members 
Mstep: Class 26 contains 2047 members 
Mstep: Class 27 contains 6003 members 
Mstep: Class 28 contains 6342 members 
Mstep: Class 29 contains 21116 members 
Mstep: Class 30 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240040.000000 Penalty: 62908.144531
Iteration 62Q: 31 clusters Score -4.824004e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14955 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 11025 members 
Mstep: Class 5 contains 59804 members 
Mstep: Class 6 contains 3269 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 46402 members 
Mstep: Class 10 contains 8194 members 
Mstep: Class 11 contains 2443 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 34439 members 
Mstep: Class 14 contains 6019 members 
Mstep: Class 15 contains 15425 members 
Mstep: Class 16 contains 3902 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 14932 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 26444 members 
Mstep: Class 21 contains 9099 members 
Mstep: Class 22 contains 2321 members 
Mstep: Class 23 contains 1384 members 
Mstep: Class 24 contains 70591 members 
Mstep: Class 25 contains 14241 members 
Mstep: Class 26 contains 2052 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 6351 members 
Mstep: Class 29 contains 20866 members 
Mstep: Class 30 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240076.000000 Penalty: 62908.144531
Iteration 63Q: 31 clusters Score -4.824008e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 14955 members 
Mstep: Class 3 contains 3193 members 
Mstep: Class 4 contains 11004 members 
Mstep: Class 5 contains 59781 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 2789 members 
Mstep: Class 9 contains 46408 members 
Mstep: Class 10 contains 8193 members 
Mstep: Class 11 contains 2451 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 34434 members 
Mstep: Class 14 contains 6039 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 3900 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 14907 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 26705 members 
Mstep: Class 21 contains 9032 members 
Mstep: Class 22 contains 2321 members 
Mstep: Class 23 contains 1385 members 
Mstep: Class 24 contains 70637 members 
Mstep: Class 25 contains 14265 members 
Mstep: Class 26 contains 2056 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 6361 members 
Mstep: Class 29 contains 20684 members 
Mstep: Class 30 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240116.000000 Penalty: 62908.144531
Iteration 64Q: 31 clusters Score -4.824012e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14955 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10988 members 
Mstep: Class 5 contains 59757 members 
Mstep: Class 6 contains 3279 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 46414 members 
Mstep: Class 10 contains 8193 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 34431 members 
Mstep: Class 14 contains 6062 members 
Mstep: Class 15 contains 15434 members 
Mstep: Class 16 contains 3897 members 
Mstep: Class 17 contains 4405 members 
Mstep: Class 18 contains 14873 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 26894 members 
Mstep: Class 21 contains 8979 members 
Mstep: Class 22 contains 2320 members 
Mstep: Class 23 contains 1387 members 
Mstep: Class 24 contains 70681 members 
Mstep: Class 25 contains 14278 members 
Mstep: Class 26 contains 2059 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20568 members 
Mstep: Class 30 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240252.000000 Penalty: 62908.144531
Iteration 65Q: 31 clusters Score -4.824025e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14955 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10974 members 
Mstep: Class 5 contains 59751 members 
Mstep: Class 6 contains 3283 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2724 members 
Mstep: Class 9 contains 46412 members 
Mstep: Class 10 contains 8197 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 34434 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 15438 members 
Mstep: Class 16 contains 3895 members 
Mstep: Class 17 contains 4394 members 
Mstep: Class 18 contains 14852 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27045 members 
Mstep: Class 21 contains 8947 members 
Mstep: Class 22 contains 2320 members 
Mstep: Class 23 contains 1389 members 
Mstep: Class 24 contains 70704 members 
Mstep: Class 25 contains 14280 members 
Mstep: Class 26 contains 2061 members 
Mstep: Class 27 contains 6002 members 
Mstep: Class 28 contains 6377 members 
Mstep: Class 29 contains 20464 members 
Mstep: Class 30 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240188.000000 Penalty: 62908.144531
Iteration 66Q: 31 clusters Score -4.824019e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14955 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10952 members 
Mstep: Class 5 contains 59747 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2687 members 
Mstep: Class 9 contains 46410 members 
Mstep: Class 10 contains 8201 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 4317 members 
Mstep: Class 13 contains 34437 members 
Mstep: Class 14 contains 6090 members 
Mstep: Class 15 contains 15450 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 4383 members 
Mstep: Class 18 contains 14847 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27182 members 
Mstep: Class 21 contains 8914 members 
Mstep: Class 22 contains 2319 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70722 members 
Mstep: Class 25 contains 14280 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 6000 members 
Mstep: Class 28 contains 6377 members 
Mstep: Class 29 contains 20382 members 
Mstep: Class 30 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240244.000000 Penalty: 62908.144531
Iteration 67Q: 31 clusters Score -4.824024e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14958 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10935 members 
Mstep: Class 5 contains 59740 members 
Mstep: Class 6 contains 3289 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 46402 members 
Mstep: Class 10 contains 8204 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 34444 members 
Mstep: Class 14 contains 6103 members 
Mstep: Class 15 contains 15458 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 4375 members 
Mstep: Class 18 contains 14846 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27301 members 
Mstep: Class 21 contains 8877 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1391 members 
Mstep: Class 24 contains 70735 members 
Mstep: Class 25 contains 14284 members 
Mstep: Class 26 contains 2063 members 
Mstep: Class 27 contains 5998 members 
Mstep: Class 28 contains 6383 members 
Mstep: Class 29 contains 20314 members 
Mstep: Class 30 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240184.000000 Penalty: 62908.144531
Iteration 68Q: 31 clusters Score -4.824018e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14960 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10911 members 
Mstep: Class 5 contains 59736 members 
Mstep: Class 6 contains 3292 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 9 contains 46388 members 
Mstep: Class 10 contains 8210 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 34455 members 
Mstep: Class 14 contains 6111 members 
Mstep: Class 15 contains 15462 members 
Mstep: Class 16 contains 3894 members 
Mstep: Class 17 contains 4375 members 
Mstep: Class 18 contains 14850 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27389 members 
Mstep: Class 21 contains 8847 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1391 members 
Mstep: Class 24 contains 70752 members 
Mstep: Class 25 contains 14295 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 5995 members 
Mstep: Class 28 contains 6379 members 
Mstep: Class 29 contains 20262 members 
Mstep: Class 30 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240296.000000 Penalty: 62908.144531
Iteration 69Q: 31 clusters Score -4.82403e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14962 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10898 members 
Mstep: Class 5 contains 59745 members 
Mstep: Class 6 contains 3295 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 46383 members 
Mstep: Class 10 contains 8214 members 
Mstep: Class 11 contains 2490 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 34462 members 
Mstep: Class 14 contains 6116 members 
Mstep: Class 15 contains 15461 members 
Mstep: Class 16 contains 3893 members 
Mstep: Class 17 contains 4373 members 
Mstep: Class 18 contains 14850 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27452 members 
Mstep: Class 21 contains 8827 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1391 members 
Mstep: Class 24 contains 70767 members 
Mstep: Class 25 contains 14298 members 
Mstep: Class 26 contains 2064 members 
Mstep: Class 27 contains 5992 members 
Mstep: Class 28 contains 6376 members 
Mstep: Class 29 contains 20225 members 
Mstep: Class 30 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240348.000000 Penalty: 62908.144531
Iteration 70Q: 31 clusters Score -4.824035e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14962 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10889 members 
Mstep: Class 5 contains 59743 members 
Mstep: Class 6 contains 3296 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2561 members 
Mstep: Class 9 contains 46387 members 
Mstep: Class 10 contains 8223 members 
Mstep: Class 11 contains 2495 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 34466 members 
Mstep: Class 14 contains 6119 members 
Mstep: Class 15 contains 15459 members 
Mstep: Class 16 contains 3891 members 
Mstep: Class 17 contains 4367 members 
Mstep: Class 18 contains 14847 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27508 members 
Mstep: Class 21 contains 8815 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1391 members 
Mstep: Class 24 contains 70774 members 
Mstep: Class 25 contains 14301 members 
Mstep: Class 26 contains 2065 members 
Mstep: Class 27 contains 5991 members 
Mstep: Class 28 contains 6374 members 
Mstep: Class 29 contains 20202 members 
Mstep: Class 30 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 31 clusters Score -4.82404e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14963 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10880 members 
Mstep: Class 5 contains 59743 members 
Mstep: Class 6 contains 3299 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2535 members 
Mstep: Class 9 contains 46381 members 
Mstep: Class 10 contains 8233 members 
Mstep: Class 11 contains 2499 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 34470 members 
Mstep: Class 14 contains 6124 members 
Mstep: Class 15 contains 15458 members 
Mstep: Class 16 contains 3889 members 
Mstep: Class 17 contains 4364 members 
Mstep: Class 18 contains 14844 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27566 members 
Mstep: Class 21 contains 8807 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70780 members 
Mstep: Class 25 contains 14295 members 
Mstep: Class 26 contains 2067 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 6373 members 
Mstep: Class 29 contains 20177 members 
Mstep: Class 30 contains 1307 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 31 clusters Score -4.824038e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14965 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10874 members 
Mstep: Class 5 contains 59730 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2516 members 
Mstep: Class 9 contains 46381 members 
Mstep: Class 10 contains 8243 members 
Mstep: Class 11 contains 2502 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 34472 members 
Mstep: Class 14 contains 6128 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 4363 members 
Mstep: Class 18 contains 14840 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27615 members 
Mstep: Class 21 contains 8803 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70781 members 
Mstep: Class 25 contains 14291 members 
Mstep: Class 26 contains 2068 members 
Mstep: Class 27 contains 5988 members 
Mstep: Class 28 contains 6374 members 
Mstep: Class 29 contains 20164 members 
Mstep: Class 30 contains 1306 members 
Entering Unmasked Estep 
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Iteration 73Q: 31 clusters Score -4.824032e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10870 members 
Mstep: Class 5 contains 59725 members 
Mstep: Class 6 contains 3301 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 2497 members 
Mstep: Class 9 contains 46381 members 
Mstep: Class 10 contains 8250 members 
Mstep: Class 11 contains 2503 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 34473 members 
Mstep: Class 14 contains 6132 members 
Mstep: Class 15 contains 15447 members 
Mstep: Class 16 contains 3886 members 
Mstep: Class 17 contains 4361 members 
Mstep: Class 18 contains 14834 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27661 members 
Mstep: Class 21 contains 8796 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70785 members 
Mstep: Class 25 contains 14289 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 6373 members 
Mstep: Class 29 contains 20149 members 
Mstep: Class 30 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240380.000000 Penalty: 62908.144531
Iteration 74Q: 31 clusters Score -4.824038e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10865 members 
Mstep: Class 5 contains 59716 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2477 members 
Mstep: Class 9 contains 46377 members 
Mstep: Class 10 contains 8256 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 4315 members 
Mstep: Class 13 contains 34484 members 
Mstep: Class 14 contains 6135 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 3886 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 14827 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27699 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70791 members 
Mstep: Class 25 contains 14293 members 
Mstep: Class 26 contains 2072 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 6375 members 
Mstep: Class 29 contains 20133 members 
Mstep: Class 30 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240360.000000 Penalty: 62908.144531
Iteration 75Q: 31 clusters Score -4.824036e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10862 members 
Mstep: Class 5 contains 59707 members 
Mstep: Class 6 contains 3304 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 46368 members 
Mstep: Class 10 contains 8263 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 34489 members 
Mstep: Class 14 contains 6140 members 
Mstep: Class 15 contains 15446 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 4356 members 
Mstep: Class 18 contains 14826 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27723 members 
Mstep: Class 21 contains 8784 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70796 members 
Mstep: Class 25 contains 14294 members 
Mstep: Class 26 contains 2071 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 6374 members 
Mstep: Class 29 contains 20125 members 
Mstep: Class 30 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240300.000000 Penalty: 62908.144531
Iteration 76Q: 31 clusters Score -4.82403e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10859 members 
Mstep: Class 5 contains 59702 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2455 members 
Mstep: Class 9 contains 46357 members 
Mstep: Class 10 contains 8266 members 
Mstep: Class 11 contains 2504 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 34486 members 
Mstep: Class 14 contains 6146 members 
Mstep: Class 15 contains 15450 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 4356 members 
Mstep: Class 18 contains 14823 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27737 members 
Mstep: Class 21 contains 8784 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70809 members 
Mstep: Class 25 contains 14297 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 6375 members 
Mstep: Class 29 contains 20118 members 
Mstep: Class 30 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240356.000000 Penalty: 62908.144531
Iteration 77Q: 31 clusters Score -4.824036e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10858 members 
Mstep: Class 5 contains 59706 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2440 members 
Mstep: Class 9 contains 46352 members 
Mstep: Class 10 contains 8269 members 
Mstep: Class 11 contains 2505 members 
Mstep: Class 12 contains 4311 members 
Mstep: Class 13 contains 34487 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 4356 members 
Mstep: Class 18 contains 14818 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27748 members 
Mstep: Class 21 contains 8780 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70811 members 
Mstep: Class 25 contains 14301 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 6374 members 
Mstep: Class 29 contains 20115 members 
Mstep: Class 30 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240412.000000 Penalty: 62908.144531
Iteration 78Q: 31 clusters Score -4.824041e+07 nChanged 64
Entering ConstructFrom: 
Score: -48240412.000000 Penalty: 62908.144531
Entering ConstructFrom: 
Trying to split cluster 1 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -162957.406250 Penalty: 1179.492065
	Iteration 0F: 2 clusters Score -162957.4 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 702 members 
Entering Unmasked Estep 
Score: -161271.796875 Penalty: 2358.984131
	Iteration 0F: 3 clusters Score -161271.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -161637.859375 Penalty: 2358.984131
	Iteration 1F: 3 clusters Score -161637.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -161748.984375 Penalty: 2358.984131
	Iteration 2F: 3 clusters Score -161749 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -161822.609375 Penalty: 2358.984131
	Iteration 3F: 3 clusters Score -161822.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -161894.968750 Penalty: 2358.984131
	Iteration 4Q: 3 clusters Score -161895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -161974.750000 Penalty: 2358.984131
	Iteration 5Q: 3 clusters Score -161974.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -162056.109375 Penalty: 2358.984131
	Iteration 6Q: 3 clusters Score -162056.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -162134.828125 Penalty: 2358.984131
	Iteration 7Q: 3 clusters Score -162134.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -162194.734375 Penalty: 2358.984131
	Iteration 8Q: 3 clusters Score -162194.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -162258.671875 Penalty: 2358.984131
	Iteration 9Q: 3 clusters Score -162258.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -162331.718750 Penalty: 2358.984131
	Iteration 10Q: 3 clusters Score -162331.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -162419.093750 Penalty: 2358.984131
	Iteration 11Q: 3 clusters Score -162419.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162501.968750 Penalty: 2358.984131
	Iteration 12Q: 3 clusters Score -162502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -162578.765625 Penalty: 2358.984131
	Iteration 13Q: 3 clusters Score -162578.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162661.046875 Penalty: 2358.984131
	Iteration 14Q: 3 clusters Score -162661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -162737.687500 Penalty: 2358.984131
	Iteration 15Q: 3 clusters Score -162737.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -162791.093750 Penalty: 2358.984131
	Iteration 16Q: 3 clusters Score -162791.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -162822.328125 Penalty: 2358.984131
	Iteration 17Q: 3 clusters Score -162822.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -162835.750000 Penalty: 2358.984131
	Iteration 18Q: 3 clusters Score -162835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -162837.421875 Penalty: 2358.984131
	Iteration 19Q: 3 clusters Score -162837.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -162841.468750 Penalty: 2358.984131
	Iteration 20F: 3 clusters Score -162841.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -162852.109375 Penalty: 2358.984131
	Iteration 21Q: 3 clusters Score -162852.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -162876.953125 Penalty: 2358.984131
	Iteration 22Q: 3 clusters Score -162877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -162904.765625 Penalty: 2358.984131
	Iteration 23Q: 3 clusters Score -162904.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -162945.468750 Penalty: 2358.984131
	Iteration 24Q: 3 clusters Score -162945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -162951.093750 Penalty: 2358.984131
	Iteration 25Q: 3 clusters Score -162951.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -162955.890625 Penalty: 2358.984131
	Iteration 26Q: 3 clusters Score -162955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -162961.640625 Penalty: 2358.984131
	Iteration 27Q: 3 clusters Score -162961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -162965.718750 Penalty: 2358.984131
	Iteration 28Q: 3 clusters Score -162965.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -162970.000000 Penalty: 2358.984131
	Iteration 29Q: 3 clusters Score -162970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -162970.609375 Penalty: 2358.984131
	Iteration 30Q: 3 clusters Score -162970.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -162970.609375 Penalty: 2358.984131
	Iteration 31F: 3 clusters Score -162970.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10856 members 
Mstep: Class 5 contains 59711 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 46347 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 34488 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 14811 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27761 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70814 members 
Mstep: Class 25 contains 14299 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 6375 members 
Mstep: Class 29 contains 20111 members 
Mstep: Class 30 contains 1306 members 
Mstep: Class 31 contains 591 members 
Entering Unmasked Estep 
Score: -48239408.000000 Penalty: 65005.082031
Splitting cluster 1 changes total score from -48240412.000000 to -48239408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Entering Unmasked Estep 
Score: -1875565.625000 Penalty: 1562.177856
	Iteration 0F: 2 clusters Score -1875566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1865148.125000 Penalty: 3124.355713
	Iteration 0F: 3 clusters Score -1865148 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1868804.000000 Penalty: 3124.355713
	Iteration 1F: 3 clusters Score -1868804 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1869088.500000 Penalty: 3124.355713
	Iteration 2F: 3 clusters Score -1869088 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1869327.500000 Penalty: 3124.355713
	Iteration 3Q: 3 clusters Score -1869328 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1869554.500000 Penalty: 3124.355713
	Iteration 4Q: 3 clusters Score -1869554 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1869799.875000 Penalty: 3124.355713
	Iteration 5Q: 3 clusters Score -1869800 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1870115.000000 Penalty: 3124.355713
	Iteration 6Q: 3 clusters Score -1870115 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1870556.125000 Penalty: 3124.355713
	Iteration 7F: 3 clusters Score -1870556 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1871229.125000 Penalty: 3124.355713
	Iteration 8F: 3 clusters Score -1871229 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -1872120.125000 Penalty: 3124.355713
	Iteration 9F: 3 clusters Score -1872120 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1873152.500000 Penalty: 3124.355713
	Iteration 10F: 3 clusters Score -1873152 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1874080.000000 Penalty: 3124.355713
	Iteration 11F: 3 clusters Score -1874080 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1874671.875000 Penalty: 3124.355713
	Iteration 12Q: 3 clusters Score -1874672 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1874909.875000 Penalty: 3124.355713
	Iteration 13Q: 3 clusters Score -1874910 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1875008.625000 Penalty: 3124.355713
	Iteration 14Q: 3 clusters Score -1875009 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1875046.000000 Penalty: 3124.355713
	Iteration 15Q: 3 clusters Score -1875046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1875062.250000 Penalty: 3124.355713
	Iteration 16Q: 3 clusters Score -1875062 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1875074.375000 Penalty: 3124.355713
	Iteration 17Q: 3 clusters Score -1875074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1875077.375000 Penalty: 3124.355713
	Iteration 18Q: 3 clusters Score -1875077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1875081.875000 Penalty: 3124.355713
	Iteration 19Q: 3 clusters Score -1875082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1875083.375000 Penalty: 3124.355713
	Iteration 20F: 3 clusters Score -1875083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1875087.625000 Penalty: 3124.355713
	Iteration 21Q: 3 clusters Score -1875088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1875084.000000 Penalty: 3124.355713
	Iteration 22Q: 3 clusters Score -1875084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1875084.000000 Penalty: 3124.355713
	Iteration 23F: 3 clusters Score -1875084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Entering Unmasked Estep 
Score: -393130.406250 Penalty: 1311.115479
	Iteration 0F: 2 clusters Score -393130.4 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 1525 members 
Entering Unmasked Estep 
Score: -390286.593750 Penalty: 2622.230957
	Iteration 0F: 3 clusters Score -390286.6 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -390961.250000 Penalty: 2622.230957
	Iteration 1F: 3 clusters Score -390961.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -391104.093750 Penalty: 2622.230957
	Iteration 2F: 3 clusters Score -391104.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -391207.375000 Penalty: 2622.230957
	Iteration 3F: 3 clusters Score -391207.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -391293.281250 Penalty: 2622.230957
	Iteration 4Q: 3 clusters Score -391293.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -391369.187500 Penalty: 2622.230957
	Iteration 5Q: 3 clusters Score -391369.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -391432.531250 Penalty: 2622.230957
	Iteration 6Q: 3 clusters Score -391432.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -391488.031250 Penalty: 2622.230957
	Iteration 7Q: 3 clusters Score -391488 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -391532.468750 Penalty: 2622.230957
	Iteration 8Q: 3 clusters Score -391532.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -391574.375000 Penalty: 2622.230957
	Iteration 9Q: 3 clusters Score -391574.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -391622.156250 Penalty: 2622.230957
	Iteration 10Q: 3 clusters Score -391622.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -391672.937500 Penalty: 2622.230957
	Iteration 11Q: 3 clusters Score -391672.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -391735.156250 Penalty: 2622.230957
	Iteration 12Q: 3 clusters Score -391735.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -391788.562500 Penalty: 2622.230957
	Iteration 13Q: 3 clusters Score -391788.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -391841.000000 Penalty: 2622.230957
	Iteration 14Q: 3 clusters Score -391841 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -391886.500000 Penalty: 2622.230957
	Iteration 15Q: 3 clusters Score -391886.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -391913.593750 Penalty: 2622.230957
	Iteration 16Q: 3 clusters Score -391913.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -391931.718750 Penalty: 2622.230957
	Iteration 17Q: 3 clusters Score -391931.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -391957.156250 Penalty: 2622.230957
	Iteration 18Q: 3 clusters Score -391957.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -391978.031250 Penalty: 2622.230957
	Iteration 19Q: 3 clusters Score -391978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -391994.937500 Penalty: 2622.230957
	Iteration 20F: 3 clusters Score -391994.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -392010.875000 Penalty: 2622.230957
	Iteration 21Q: 3 clusters Score -392010.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -392022.718750 Penalty: 2622.230957
	Iteration 22Q: 3 clusters Score -392022.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -392029.750000 Penalty: 2622.230957
	Iteration 23Q: 3 clusters Score -392029.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -392039.187500 Penalty: 2622.230957
	Iteration 24Q: 3 clusters Score -392039.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -392049.812500 Penalty: 2622.230957
	Iteration 25Q: 3 clusters Score -392049.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -392064.062500 Penalty: 2622.230957
	Iteration 26Q: 3 clusters Score -392064.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -392070.625000 Penalty: 2622.230957
	Iteration 27Q: 3 clusters Score -392070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -392071.218750 Penalty: 2622.230957
	Iteration 28Q: 3 clusters Score -392071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -392077.125000 Penalty: 2622.230957
	Iteration 29Q: 3 clusters Score -392077.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -392080.343750 Penalty: 2622.230957
	Iteration 30Q: 3 clusters Score -392080.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -392081.937500 Penalty: 2622.230957
	Iteration 31Q: 3 clusters Score -392081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -392082.375000 Penalty: 2622.230957
	Iteration 32Q: 3 clusters Score -392082.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -392082.375000 Penalty: 2622.230957
	Iteration 33F: 3 clusters Score -392082.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Entering Unmasked Estep 
Score: -1350796.500000 Penalty: 1510.026855
	Iteration 0F: 2 clusters Score -1350796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1343102.875000 Penalty: 3020.053711
	Iteration 0F: 3 clusters Score -1343103 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1345593.000000 Penalty: 3020.053711
	Iteration 1F: 3 clusters Score -1345593 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1345873.625000 Penalty: 3020.053711
	Iteration 2F: 3 clusters Score -1345874 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1346143.375000 Penalty: 3020.053711
	Iteration 3F: 3 clusters Score -1346143 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1346414.500000 Penalty: 3020.053711
	Iteration 4F: 3 clusters Score -1346414 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1346709.000000 Penalty: 3020.053711
	Iteration 5F: 3 clusters Score -1346709 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1347096.125000 Penalty: 3020.053711
	Iteration 6F: 3 clusters Score -1347096 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1347582.750000 Penalty: 3020.053711
	Iteration 7F: 3 clusters Score -1347583 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1348094.375000 Penalty: 3020.053711
	Iteration 8F: 3 clusters Score -1348094 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1348515.125000 Penalty: 3020.053711
	Iteration 9F: 3 clusters Score -1348515 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1348856.375000 Penalty: 3020.053711
	Iteration 10Q: 3 clusters Score -1348856 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1349072.250000 Penalty: 3020.053711
	Iteration 11Q: 3 clusters Score -1349072 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1349213.750000 Penalty: 3020.053711
	Iteration 12Q: 3 clusters Score -1349214 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1349300.875000 Penalty: 3020.053711
	Iteration 13Q: 3 clusters Score -1349301 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1349352.125000 Penalty: 3020.053711
	Iteration 14Q: 3 clusters Score -1349352 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1349389.875000 Penalty: 3020.053711
	Iteration 15Q: 3 clusters Score -1349390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1349417.125000 Penalty: 3020.053711
	Iteration 16Q: 3 clusters Score -1349417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1349444.500000 Penalty: 3020.053711
	Iteration 17Q: 3 clusters Score -1349444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1349468.750000 Penalty: 3020.053711
	Iteration 18Q: 3 clusters Score -1349469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1349487.875000 Penalty: 3020.053711
	Iteration 19Q: 3 clusters Score -1349488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1349501.375000 Penalty: 3020.053711
	Iteration 20F: 3 clusters Score -1349501 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1349517.875000 Penalty: 3020.053711
	Iteration 21Q: 3 clusters Score -1349518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1349531.375000 Penalty: 3020.053711
	Iteration 22Q: 3 clusters Score -1349531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1349539.375000 Penalty: 3020.053711
	Iteration 23Q: 3 clusters Score -1349539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1349543.875000 Penalty: 3020.053711
	Iteration 24Q: 3 clusters Score -1349544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1349546.125000 Penalty: 3020.053711
	Iteration 25Q: 3 clusters Score -1349546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1349549.375000 Penalty: 3020.053711
	Iteration 26Q: 3 clusters Score -1349549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1349551.500000 Penalty: 3020.053711
	Iteration 27Q: 3 clusters Score -1349552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1349552.250000 Penalty: 3020.053711
	Iteration 28Q: 3 clusters Score -1349552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1349551.375000 Penalty: 3020.053711
	Iteration 29Q: 3 clusters Score -1349551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1349551.375000 Penalty: 3020.053711
	Iteration 30F: 3 clusters Score -1349551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Entering Unmasked Estep 
Score: -7368694.500000 Penalty: 1787.056641
	Iteration 0F: 2 clusters Score -7368694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29878 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -7329585.500000 Penalty: 3574.113281
	Iteration 0F: 3 clusters Score -7329586 nChanged 28394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -7345553.500000 Penalty: 3574.113281
	Iteration 1F: 3 clusters Score -7345554 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -7346038.000000 Penalty: 3574.113281
	Iteration 2Q: 3 clusters Score -7346038 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -7346650.500000 Penalty: 3574.113281
	Iteration 3Q: 3 clusters Score -7346650 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -7347241.000000 Penalty: 3574.113281
	Iteration 4Q: 3 clusters Score -7347241 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -7348067.500000 Penalty: 3574.113281
	Iteration 5Q: 3 clusters Score -7348068 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -7348989.500000 Penalty: 3574.113281
	Iteration 6Q: 3 clusters Score -7348990 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -7350101.000000 Penalty: 3574.113281
	Iteration 7Q: 3 clusters Score -7350101 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -7351191.500000 Penalty: 3574.113281
	Iteration 8Q: 3 clusters Score -7351192 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -7352345.000000 Penalty: 3574.113281
	Iteration 9Q: 3 clusters Score -7352345 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -7353309.500000 Penalty: 3574.113281
	Iteration 10Q: 3 clusters Score -7353310 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32363 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -7354279.000000 Penalty: 3574.113281
	Iteration 11Q: 3 clusters Score -7354279 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -7355141.500000 Penalty: 3574.113281
	Iteration 12Q: 3 clusters Score -7355142 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -7355851.500000 Penalty: 3574.113281
	Iteration 13Q: 3 clusters Score -7355852 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -7356582.000000 Penalty: 3574.113281
	Iteration 14Q: 3 clusters Score -7356582 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -7357232.500000 Penalty: 3574.113281
	Iteration 15Q: 3 clusters Score -7357232 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -7357727.000000 Penalty: 3574.113281
	Iteration 16Q: 3 clusters Score -7357727 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -7358010.500000 Penalty: 3574.113281
	Iteration 17Q: 3 clusters Score -7358010 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -7358157.000000 Penalty: 3574.113281
	Iteration 18Q: 3 clusters Score -7358157 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -7358246.000000 Penalty: 3574.113281
	Iteration 19Q: 3 clusters Score -7358246 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -7358327.500000 Penalty: 3574.113281
	Iteration 20F: 3 clusters Score -7358328 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -7358399.500000 Penalty: 3574.113281
	Iteration 21Q: 3 clusters Score -7358400 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -7358468.000000 Penalty: 3574.113281
	Iteration 22Q: 3 clusters Score -7358468 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -7358515.500000 Penalty: 3574.113281
	Iteration 23Q: 3 clusters Score -7358516 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -7358603.000000 Penalty: 3574.113281
	Iteration 24Q: 3 clusters Score -7358603 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -7358665.500000 Penalty: 3574.113281
	Iteration 25Q: 3 clusters Score -7358666 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -7358729.500000 Penalty: 3574.113281
	Iteration 26Q: 3 clusters Score -7358730 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -7358768.000000 Penalty: 3574.113281
	Iteration 27Q: 3 clusters Score -7358768 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -7358825.000000 Penalty: 3574.113281
	Iteration 28Q: 3 clusters Score -7358825 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -7358871.000000 Penalty: 3574.113281
	Iteration 29Q: 3 clusters Score -7358871 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -7358946.500000 Penalty: 3574.113281
	Iteration 30Q: 3 clusters Score -7358946 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -7359025.500000 Penalty: 3574.113281
	Iteration 31Q: 3 clusters Score -7359026 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -7359112.000000 Penalty: 3574.113281
	Iteration 32Q: 3 clusters Score -7359112 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -7359209.500000 Penalty: 3574.113281
	Iteration 33Q: 3 clusters Score -7359210 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -7359303.000000 Penalty: 3574.113281
	Iteration 34Q: 3 clusters Score -7359303 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -7359394.500000 Penalty: 3574.113281
	Iteration 35Q: 3 clusters Score -7359394 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -7359543.000000 Penalty: 3574.113281
	Iteration 36Q: 3 clusters Score -7359543 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -7359686.000000 Penalty: 3574.113281
	Iteration 37Q: 3 clusters Score -7359686 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -7359835.000000 Penalty: 3574.113281
	Iteration 38Q: 3 clusters Score -7359835 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -7360001.000000 Penalty: 3574.113281
	Iteration 39Q: 3 clusters Score -7360001 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -7360208.500000 Penalty: 3574.113281
	Iteration 40F: 3 clusters Score -7360208 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -7360390.000000 Penalty: 3574.113281
	Iteration 41Q: 3 clusters Score -7360390 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -7360645.500000 Penalty: 3574.113281
	Iteration 42Q: 3 clusters Score -7360646 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -7360898.500000 Penalty: 3574.113281
	Iteration 43Q: 3 clusters Score -7360898 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -7361197.500000 Penalty: 3574.113281
	Iteration 44Q: 3 clusters Score -7361198 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -7361478.500000 Penalty: 3574.113281
	Iteration 45Q: 3 clusters Score -7361478 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -7361777.000000 Penalty: 3574.113281
	Iteration 46Q: 3 clusters Score -7361777 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -7362074.000000 Penalty: 3574.113281
	Iteration 47Q: 3 clusters Score -7362074 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -7362447.000000 Penalty: 3574.113281
	Iteration 48Q: 3 clusters Score -7362447 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -7362818.500000 Penalty: 3574.113281
	Iteration 49Q: 3 clusters Score -7362818 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -7363184.500000 Penalty: 3574.113281
	Iteration 50Q: 3 clusters Score -7363184 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53923 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -7363548.500000 Penalty: 3574.113281
	Iteration 51Q: 3 clusters Score -7363548 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -7363956.500000 Penalty: 3574.113281
	Iteration 52Q: 3 clusters Score -7363956 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -7364315.000000 Penalty: 3574.113281
	Iteration 53Q: 3 clusters Score -7364315 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55721 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -7364626.000000 Penalty: 3574.113281
	Iteration 54Q: 3 clusters Score -7364626 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -7364935.000000 Penalty: 3574.113281
	Iteration 55Q: 3 clusters Score -7364935 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56692 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -7365219.500000 Penalty: 3574.113281
	Iteration 56Q: 3 clusters Score -7365220 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7365564.500000 Penalty: 3574.113281
	Iteration 57Q: 3 clusters Score -7365564 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57527 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7365859.500000 Penalty: 3574.113281
	Iteration 58Q: 3 clusters Score -7365860 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57838 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7366093.000000 Penalty: 3574.113281
	Iteration 59Q: 3 clusters Score -7366093 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58097 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -7366274.500000 Penalty: 3574.113281
	Iteration 60F: 3 clusters Score -7366274 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58297 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7366421.000000 Penalty: 3574.113281
	Iteration 61Q: 3 clusters Score -7366421 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58474 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7366546.500000 Penalty: 3574.113281
	Iteration 62Q: 3 clusters Score -7366546 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58622 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7366669.000000 Penalty: 3574.113281
	Iteration 63Q: 3 clusters Score -7366669 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58738 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7366747.000000 Penalty: 3574.113281
	Iteration 64Q: 3 clusters Score -7366747 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7366810.500000 Penalty: 3574.113281
	Iteration 65Q: 3 clusters Score -7366810 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58882 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7366858.500000 Penalty: 3574.113281
	Iteration 66Q: 3 clusters Score -7366858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58933 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7366896.500000 Penalty: 3574.113281
	Iteration 67Q: 3 clusters Score -7366896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -7366922.000000 Penalty: 3574.113281
	Iteration 68Q: 3 clusters Score -7366922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7366948.500000 Penalty: 3574.113281
	Iteration 69Q: 3 clusters Score -7366948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59037 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7366964.000000 Penalty: 3574.113281
	Iteration 70Q: 3 clusters Score -7366964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59071 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7366983.500000 Penalty: 3574.113281
	Iteration 71Q: 3 clusters Score -7366984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7366997.500000 Penalty: 3574.113281
	Iteration 72Q: 3 clusters Score -7366998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59110 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7367018.500000 Penalty: 3574.113281
	Iteration 73Q: 3 clusters Score -7367018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59125 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7367031.000000 Penalty: 3574.113281
	Iteration 74Q: 3 clusters Score -7367031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -7367034.000000 Penalty: 3574.113281
	Iteration 75Q: 3 clusters Score -7367034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59147 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7367034.000000 Penalty: 3574.113281
	Iteration 76Q: 3 clusters Score -7367034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7367051.500000 Penalty: 3574.113281
	Iteration 77Q: 3 clusters Score -7367052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7367050.000000 Penalty: 3574.113281
	Iteration 78Q: 3 clusters Score -7367050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59174 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7367052.500000 Penalty: 3574.113281
	Iteration 79Q: 3 clusters Score -7367052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59179 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7367053.000000 Penalty: 3574.113281
	Iteration 80F: 3 clusters Score -7367053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7367053.000000 Penalty: 3574.113281
	Iteration 81Q: 3 clusters Score -7367053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7367060.000000 Penalty: 3574.113281
	Iteration 82Q: 3 clusters Score -7367060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7367064.500000 Penalty: 3574.113281
	Iteration 83Q: 3 clusters Score -7367064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59194 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7367062.000000 Penalty: 3574.113281
	Iteration 84Q: 3 clusters Score -7367062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7367065.500000 Penalty: 3574.113281
	Iteration 85Q: 3 clusters Score -7367066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7367062.500000 Penalty: 3574.113281
	Iteration 86Q: 3 clusters Score -7367062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59199 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7367062.500000 Penalty: 3574.113281
	Iteration 87F: 3 clusters Score -7367062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Entering Unmasked Estep 
Score: -398566.937500 Penalty: 1316.768555
	Iteration 0F: 2 clusters Score -398566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -395694.031250 Penalty: 2633.537109
	Iteration 0F: 3 clusters Score -395694 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -396533.968750 Penalty: 2633.537109
	Iteration 1F: 3 clusters Score -396534 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -396806.281250 Penalty: 2633.537109
	Iteration 2F: 3 clusters Score -396806.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -397011.031250 Penalty: 2633.537109
	Iteration 3F: 3 clusters Score -397011 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -397173.406250 Penalty: 2633.537109
	Iteration 4F: 3 clusters Score -397173.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -397306.125000 Penalty: 2633.537109
	Iteration 5Q: 3 clusters Score -397306.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -397407.812500 Penalty: 2633.537109
	Iteration 6Q: 3 clusters Score -397407.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -397497.656250 Penalty: 2633.537109
	Iteration 7Q: 3 clusters Score -397497.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -397558.218750 Penalty: 2633.537109
	Iteration 8Q: 3 clusters Score -397558.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -397592.343750 Penalty: 2633.537109
	Iteration 9Q: 3 clusters Score -397592.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -397619.906250 Penalty: 2633.537109
	Iteration 10Q: 3 clusters Score -397619.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -397631.593750 Penalty: 2633.537109
	Iteration 11Q: 3 clusters Score -397631.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -397644.687500 Penalty: 2633.537109
	Iteration 12Q: 3 clusters Score -397644.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -397658.312500 Penalty: 2633.537109
	Iteration 13Q: 3 clusters Score -397658.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -397666.968750 Penalty: 2633.537109
	Iteration 14Q: 3 clusters Score -397667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -397673.781250 Penalty: 2633.537109
	Iteration 15Q: 3 clusters Score -397673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -397678.062500 Penalty: 2633.537109
	Iteration 16Q: 3 clusters Score -397678.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -397683.125000 Penalty: 2633.537109
	Iteration 17Q: 3 clusters Score -397683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -397685.531250 Penalty: 2633.537109
	Iteration 18Q: 3 clusters Score -397685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -397687.968750 Penalty: 2633.537109
	Iteration 19Q: 3 clusters Score -397688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -397689.312500 Penalty: 2633.537109
	Iteration 20F: 3 clusters Score -397689.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -397692.406250 Penalty: 2633.537109
	Iteration 21Q: 3 clusters Score -397692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -397695.031250 Penalty: 2633.537109
	Iteration 22Q: 3 clusters Score -397695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -397697.406250 Penalty: 2633.537109
	Iteration 23Q: 3 clusters Score -397697.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -397698.875000 Penalty: 2633.537109
	Iteration 24Q: 3 clusters Score -397698.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -397698.687500 Penalty: 2633.537109
	Iteration 25Q: 3 clusters Score -397698.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -397700.218750 Penalty: 2633.537109
	Iteration 26Q: 3 clusters Score -397700.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -397700.218750 Penalty: 2633.537109
	Iteration 27F: 3 clusters Score -397700.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Entering Unmasked Estep 
Score: -273327.125000 Penalty: 1256.652466
	Iteration 0F: 2 clusters Score -273327.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -271081.843750 Penalty: 2513.304932
	Iteration 0F: 3 clusters Score -271081.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -271565.843750 Penalty: 2513.304932
	Iteration 1F: 3 clusters Score -271565.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -271708.812500 Penalty: 2513.304932
	Iteration 2F: 3 clusters Score -271708.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -271798.437500 Penalty: 2513.304932
	Iteration 3F: 3 clusters Score -271798.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -271881.125000 Penalty: 2513.304932
	Iteration 4Q: 3 clusters Score -271881.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -271954.687500 Penalty: 2513.304932
	Iteration 5Q: 3 clusters Score -271954.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -272022.906250 Penalty: 2513.304932
	Iteration 6Q: 3 clusters Score -272022.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -272090.593750 Penalty: 2513.304932
	Iteration 7Q: 3 clusters Score -272090.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -272162.812500 Penalty: 2513.304932
	Iteration 8Q: 3 clusters Score -272162.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -272205.781250 Penalty: 2513.304932
	Iteration 9Q: 3 clusters Score -272205.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -272242.625000 Penalty: 2513.304932
	Iteration 10Q: 3 clusters Score -272242.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -272279.156250 Penalty: 2513.304932
	Iteration 11Q: 3 clusters Score -272279.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -272320.000000 Penalty: 2513.304932
	Iteration 12Q: 3 clusters Score -272320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -272348.875000 Penalty: 2513.304932
	Iteration 13Q: 3 clusters Score -272348.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -272371.500000 Penalty: 2513.304932
	Iteration 14Q: 3 clusters Score -272371.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -272403.312500 Penalty: 2513.304932
	Iteration 15Q: 3 clusters Score -272403.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -272418.625000 Penalty: 2513.304932
	Iteration 16Q: 3 clusters Score -272418.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -272428.062500 Penalty: 2513.304932
	Iteration 17Q: 3 clusters Score -272428.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -272436.562500 Penalty: 2513.304932
	Iteration 18Q: 3 clusters Score -272436.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -272445.750000 Penalty: 2513.304932
	Iteration 19Q: 3 clusters Score -272445.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -272458.281250 Penalty: 2513.304932
	Iteration 20F: 3 clusters Score -272458.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -272468.656250 Penalty: 2513.304932
	Iteration 21Q: 3 clusters Score -272468.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -272471.812500 Penalty: 2513.304932
	Iteration 22Q: 3 clusters Score -272471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -272472.687500 Penalty: 2513.304932
	Iteration 23Q: 3 clusters Score -272472.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -272473.156250 Penalty: 2513.304932
	Iteration 24Q: 3 clusters Score -272473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -272473.625000 Penalty: 2513.304932
	Iteration 25Q: 3 clusters Score -272473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -272473.625000 Penalty: 2513.304932
	Iteration 26F: 3 clusters Score -272473.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -302404.468750 Penalty: 1266.591797
	Iteration 0F: 2 clusters Score -302404.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -300065.093750 Penalty: 2533.183594
	Iteration 0F: 3 clusters Score -300065.1 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -300608.343750 Penalty: 2533.183594
	Iteration 1F: 3 clusters Score -300608.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -300701.500000 Penalty: 2533.183594
	Iteration 2F: 3 clusters Score -300701.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -300754.531250 Penalty: 2533.183594
	Iteration 3Q: 3 clusters Score -300754.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -300782.062500 Penalty: 2533.183594
	Iteration 4Q: 3 clusters Score -300782.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -300798.562500 Penalty: 2533.183594
	Iteration 5Q: 3 clusters Score -300798.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -300813.437500 Penalty: 2533.183594
	Iteration 6Q: 3 clusters Score -300813.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -300826.718750 Penalty: 2533.183594
	Iteration 7Q: 3 clusters Score -300826.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -300836.500000 Penalty: 2533.183594
	Iteration 8Q: 3 clusters Score -300836.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -300848.375000 Penalty: 2533.183594
	Iteration 9Q: 3 clusters Score -300848.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -300858.218750 Penalty: 2533.183594
	Iteration 10Q: 3 clusters Score -300858.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -300868.906250 Penalty: 2533.183594
	Iteration 11Q: 3 clusters Score -300868.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -300879.343750 Penalty: 2533.183594
	Iteration 12Q: 3 clusters Score -300879.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -300885.250000 Penalty: 2533.183594
	Iteration 13Q: 3 clusters Score -300885.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -300895.437500 Penalty: 2533.183594
	Iteration 14Q: 3 clusters Score -300895.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -300899.406250 Penalty: 2533.183594
	Iteration 15Q: 3 clusters Score -300899.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -300902.125000 Penalty: 2533.183594
	Iteration 16Q: 3 clusters Score -300902.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -300905.000000 Penalty: 2533.183594
	Iteration 17Q: 3 clusters Score -300905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -300907.437500 Penalty: 2533.183594
	Iteration 18Q: 3 clusters Score -300907.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -300909.218750 Penalty: 2533.183594
	Iteration 19Q: 3 clusters Score -300909.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -300912.437500 Penalty: 2533.183594
	Iteration 20F: 3 clusters Score -300912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -300913.656250 Penalty: 2533.183594
	Iteration 21Q: 3 clusters Score -300913.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -300914.687500 Penalty: 2533.183594
	Iteration 22Q: 3 clusters Score -300914.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -300915.875000 Penalty: 2533.183594
	Iteration 23Q: 3 clusters Score -300915.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -300915.625000 Penalty: 2533.183594
	Iteration 24Q: 3 clusters Score -300915.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -300915.625000 Penalty: 2533.183594
	Iteration 25F: 3 clusters Score -300915.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Entering Unmasked Estep 
Score: -5708019.000000 Penalty: 1745.885620
	Iteration 0F: 2 clusters Score -5708019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -5677250.500000 Penalty: 3491.771240
	Iteration 0F: 3 clusters Score -5677250 nChanged 21685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -5689932.000000 Penalty: 3491.771240
	Iteration 1F: 3 clusters Score -5689932 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -5690840.500000 Penalty: 3491.771240
	Iteration 2Q: 3 clusters Score -5690840 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
Score: -5692104.500000 Penalty: 3491.771240
	Iteration 3F: 3 clusters Score -5692104 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -5693767.500000 Penalty: 3491.771240
	Iteration 4F: 3 clusters Score -5693768 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -5695997.000000 Penalty: 3491.771240
	Iteration 5F: 3 clusters Score -5695997 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -5698822.000000 Penalty: 3491.771240
	Iteration 6F: 3 clusters Score -5698822 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -5701676.000000 Penalty: 3491.771240
	Iteration 7F: 3 clusters Score -5701676 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -5703859.500000 Penalty: 3491.771240
	Iteration 8F: 3 clusters Score -5703860 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -5705247.500000 Penalty: 3491.771240
	Iteration 9Q: 3 clusters Score -5705248 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -5705894.000000 Penalty: 3491.771240
	Iteration 10Q: 3 clusters Score -5705894 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -5706222.000000 Penalty: 3491.771240
	Iteration 11Q: 3 clusters Score -5706222 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -5706384.000000 Penalty: 3491.771240
	Iteration 12Q: 3 clusters Score -5706384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -5706473.500000 Penalty: 3491.771240
	Iteration 13Q: 3 clusters Score -5706474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -5706539.500000 Penalty: 3491.771240
	Iteration 14Q: 3 clusters Score -5706540 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -5706567.500000 Penalty: 3491.771240
	Iteration 15Q: 3 clusters Score -5706568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -5706597.500000 Penalty: 3491.771240
	Iteration 16Q: 3 clusters Score -5706598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -5706608.500000 Penalty: 3491.771240
	Iteration 17Q: 3 clusters Score -5706608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -5706613.500000 Penalty: 3491.771240
	Iteration 18Q: 3 clusters Score -5706614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -5706618.000000 Penalty: 3491.771240
	Iteration 19Q: 3 clusters Score -5706618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -5706618.500000 Penalty: 3491.771240
	Iteration 20F: 3 clusters Score -5706618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -5706622.500000 Penalty: 3491.771240
	Iteration 21Q: 3 clusters Score -5706622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -5706627.000000 Penalty: 3491.771240
	Iteration 22Q: 3 clusters Score -5706627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 45929 members 
Entering Unmasked Estep 
Score: -5706632.000000 Penalty: 3491.771240
	Iteration 23Q: 3 clusters Score -5706632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -5706631.000000 Penalty: 3491.771240
	Iteration 24Q: 3 clusters Score -5706631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
Score: -5706633.000000 Penalty: 3491.771240
	Iteration 25Q: 3 clusters Score -5706633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -5706637.000000 Penalty: 3491.771240
	Iteration 26Q: 3 clusters Score -5706637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -5706637.000000 Penalty: 3491.771240
	Iteration 27F: 3 clusters Score -5706637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Entering Unmasked Estep 
Score: -998892.750000 Penalty: 1465.872314
	Iteration 0F: 2 clusters Score -998892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -992890.812500 Penalty: 2931.744629
	Iteration 0F: 3 clusters Score -992890.8 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -995043.000000 Penalty: 2931.744629
	Iteration 1F: 3 clusters Score -995043 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -995817.250000 Penalty: 2931.744629
	Iteration 2F: 3 clusters Score -995817.2 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -996772.812500 Penalty: 2931.744629
	Iteration 3F: 3 clusters Score -996772.8 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -997671.187500 Penalty: 2931.744629
	Iteration 4F: 3 clusters Score -997671.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -998305.000000 Penalty: 2931.744629
	Iteration 5F: 3 clusters Score -998305 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -998629.625000 Penalty: 2931.744629
	Iteration 6F: 3 clusters Score -998629.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -998789.812500 Penalty: 2931.744629
	Iteration 7Q: 3 clusters Score -998789.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -998882.437500 Penalty: 2931.744629
	Iteration 8Q: 3 clusters Score -998882.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -998925.750000 Penalty: 2931.744629
	Iteration 9Q: 3 clusters Score -998925.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -998956.500000 Penalty: 2931.744629
	Iteration 10Q: 3 clusters Score -998956.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -998972.812500 Penalty: 2931.744629
	Iteration 11Q: 3 clusters Score -998972.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -998987.125000 Penalty: 2931.744629
	Iteration 12Q: 3 clusters Score -998987.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -998994.750000 Penalty: 2931.744629
	Iteration 13Q: 3 clusters Score -998994.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -999002.750000 Penalty: 2931.744629
	Iteration 14Q: 3 clusters Score -999002.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -999010.125000 Penalty: 2931.744629
	Iteration 15Q: 3 clusters Score -999010.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -999017.000000 Penalty: 2931.744629
	Iteration 16Q: 3 clusters Score -999017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -999023.375000 Penalty: 2931.744629
	Iteration 17Q: 3 clusters Score -999023.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -999023.812500 Penalty: 2931.744629
	Iteration 18Q: 3 clusters Score -999023.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -999028.312500 Penalty: 2931.744629
	Iteration 19Q: 3 clusters Score -999028.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -999030.625000 Penalty: 2931.744629
	Iteration 20F: 3 clusters Score -999030.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -999033.750000 Penalty: 2931.744629
	Iteration 21Q: 3 clusters Score -999033.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -999037.250000 Penalty: 2931.744629
	Iteration 22Q: 3 clusters Score -999037.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -999039.187500 Penalty: 2931.744629
	Iteration 23Q: 3 clusters Score -999039.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -999040.437500 Penalty: 2931.744629
	Iteration 24Q: 3 clusters Score -999040.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -999041.687500 Penalty: 2931.744629
	Iteration 25Q: 3 clusters Score -999041.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -999043.187500 Penalty: 2931.744629
	Iteration 26Q: 3 clusters Score -999043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -999042.812500 Penalty: 2931.744629
	Iteration 27Q: 3 clusters Score -999042.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -999043.312500 Penalty: 2931.744629
	Iteration 28Q: 3 clusters Score -999043.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -999047.812500 Penalty: 2931.744629
	Iteration 29Q: 3 clusters Score -999047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -999045.937500 Penalty: 2931.744629
	Iteration 30Q: 3 clusters Score -999045.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -999045.937500 Penalty: 2931.744629
	Iteration 31F: 3 clusters Score -999045.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10856 members 
Mstep: Class 5 contains 59711 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 46347 members 
Mstep: Class 10 contains 1154 members 
Mstep: Class 11 contains 2506 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 34488 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 14811 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27761 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70814 members 
Mstep: Class 25 contains 14299 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 6375 members 
Mstep: Class 29 contains 20111 members 
Mstep: Class 30 contains 1306 members 
Mstep: Class 31 contains 7119 members 
Entering Unmasked Estep 
Score: -48239836.000000 Penalty: 65005.082031
Splitting cluster 10 changes total score from -48240412.000000 to -48239836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Entering Unmasked Estep 
Score: -264247.250000 Penalty: 1271.796997
	Iteration 0F: 2 clusters Score -264247.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -261857.093750 Penalty: 2543.593994
	Iteration 0F: 3 clusters Score -261857.1 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -262715.875000 Penalty: 2543.593994
	Iteration 1F: 3 clusters Score -262715.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -263199.531250 Penalty: 2543.593994
	Iteration 2F: 3 clusters Score -263199.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -263578.656250 Penalty: 2543.593994
	Iteration 3F: 3 clusters Score -263578.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -263864.093750 Penalty: 2543.593994
	Iteration 4F: 3 clusters Score -263864.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -264018.906250 Penalty: 2543.593994
	Iteration 5F: 3 clusters Score -264018.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -264089.312500 Penalty: 2543.593994
	Iteration 6Q: 3 clusters Score -264089.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -264129.062500 Penalty: 2543.593994
	Iteration 7Q: 3 clusters Score -264129.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -264170.281250 Penalty: 2543.593994
	Iteration 8Q: 3 clusters Score -264170.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -264219.250000 Penalty: 2543.593994
	Iteration 9Q: 3 clusters Score -264219.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -264255.812500 Penalty: 2543.593994
	Iteration 10Q: 3 clusters Score -264255.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -264278.968750 Penalty: 2543.593994
	Iteration 11Q: 3 clusters Score -264279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -264319.843750 Penalty: 2543.593994
	Iteration 12Q: 3 clusters Score -264319.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -264344.218750 Penalty: 2543.593994
	Iteration 13Q: 3 clusters Score -264344.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -264366.437500 Penalty: 2543.593994
	Iteration 14Q: 3 clusters Score -264366.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -264386.375000 Penalty: 2543.593994
	Iteration 15Q: 3 clusters Score -264386.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -264403.000000 Penalty: 2543.593994
	Iteration 16Q: 3 clusters Score -264403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -264416.718750 Penalty: 2543.593994
	Iteration 17Q: 3 clusters Score -264416.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -264429.218750 Penalty: 2543.593994
	Iteration 18Q: 3 clusters Score -264429.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -264446.531250 Penalty: 2543.593994
	Iteration 19Q: 3 clusters Score -264446.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -264466.937500 Penalty: 2543.593994
	Iteration 20F: 3 clusters Score -264466.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -264487.375000 Penalty: 2543.593994
	Iteration 21Q: 3 clusters Score -264487.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -264517.812500 Penalty: 2543.593994
	Iteration 22Q: 3 clusters Score -264517.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -264547.187500 Penalty: 2543.593994
	Iteration 23Q: 3 clusters Score -264547.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -264581.562500 Penalty: 2543.593994
	Iteration 24Q: 3 clusters Score -264581.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -264615.031250 Penalty: 2543.593994
	Iteration 25Q: 3 clusters Score -264615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -264638.218750 Penalty: 2543.593994
	Iteration 26Q: 3 clusters Score -264638.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -264661.843750 Penalty: 2543.593994
	Iteration 27Q: 3 clusters Score -264661.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -264691.968750 Penalty: 2543.593994
	Iteration 28Q: 3 clusters Score -264692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -264728.375000 Penalty: 2543.593994
	Iteration 29Q: 3 clusters Score -264728.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -264775.875000 Penalty: 2543.593994
	Iteration 30Q: 3 clusters Score -264775.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -264829.812500 Penalty: 2543.593994
	Iteration 31Q: 3 clusters Score -264829.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -264876.781250 Penalty: 2543.593994
	Iteration 32Q: 3 clusters Score -264876.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -264913.843750 Penalty: 2543.593994
	Iteration 33Q: 3 clusters Score -264913.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -264954.125000 Penalty: 2543.593994
	Iteration 34Q: 3 clusters Score -264954.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -264989.812500 Penalty: 2543.593994
	Iteration 35Q: 3 clusters Score -264989.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -265015.281250 Penalty: 2543.593994
	Iteration 36Q: 3 clusters Score -265015.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -265046.343750 Penalty: 2543.593994
	Iteration 37Q: 3 clusters Score -265046.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -265074.687500 Penalty: 2543.593994
	Iteration 38Q: 3 clusters Score -265074.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -265097.812500 Penalty: 2543.593994
	Iteration 39Q: 3 clusters Score -265097.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -265126.843750 Penalty: 2543.593994
	Iteration 40F: 3 clusters Score -265126.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -265159.718750 Penalty: 2543.593994
	Iteration 41Q: 3 clusters Score -265159.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -265202.812500 Penalty: 2543.593994
	Iteration 42Q: 3 clusters Score -265202.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -265236.375000 Penalty: 2543.593994
	Iteration 43Q: 3 clusters Score -265236.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -265261.000000 Penalty: 2543.593994
	Iteration 44Q: 3 clusters Score -265261 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -265284.156250 Penalty: 2543.593994
	Iteration 45Q: 3 clusters Score -265284.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -265301.281250 Penalty: 2543.593994
	Iteration 46Q: 3 clusters Score -265301.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -265317.031250 Penalty: 2543.593994
	Iteration 47Q: 3 clusters Score -265317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -265344.937500 Penalty: 2543.593994
	Iteration 48Q: 3 clusters Score -265344.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -265373.750000 Penalty: 2543.593994
	Iteration 49Q: 3 clusters Score -265373.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -265418.406250 Penalty: 2543.593994
	Iteration 50Q: 3 clusters Score -265418.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -265469.156250 Penalty: 2543.593994
	Iteration 51Q: 3 clusters Score -265469.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -265520.062500 Penalty: 2543.593994
	Iteration 52Q: 3 clusters Score -265520.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -265551.812500 Penalty: 2543.593994
	Iteration 53Q: 3 clusters Score -265551.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -265571.093750 Penalty: 2543.593994
	Iteration 54Q: 3 clusters Score -265571.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -265598.562500 Penalty: 2543.593994
	Iteration 55Q: 3 clusters Score -265598.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -265619.500000 Penalty: 2543.593994
	Iteration 56Q: 3 clusters Score -265619.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -265631.062500 Penalty: 2543.593994
	Iteration 57Q: 3 clusters Score -265631.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -265660.062500 Penalty: 2543.593994
	Iteration 58Q: 3 clusters Score -265660.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -265686.187500 Penalty: 2543.593994
	Iteration 59Q: 3 clusters Score -265686.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -265707.125000 Penalty: 2543.593994
	Iteration 60F: 3 clusters Score -265707.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -265719.218750 Penalty: 2543.593994
	Iteration 61Q: 3 clusters Score -265719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -265719.656250 Penalty: 2543.593994
	Iteration 62Q: 3 clusters Score -265719.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -265720.125000 Penalty: 2543.593994
	Iteration 63Q: 3 clusters Score -265720.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -265720.125000 Penalty: 2543.593994
	Iteration 64F: 3 clusters Score -265720.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10856 members 
Mstep: Class 5 contains 59711 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 46347 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 4312 members 
Mstep: Class 13 contains 34488 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 14811 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27761 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70814 members 
Mstep: Class 25 contains 14299 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 6375 members 
Mstep: Class 29 contains 20111 members 
Mstep: Class 30 contains 1306 members 
Mstep: Class 31 contains 1032 members 
Entering Unmasked Estep 
Score: -48241044.000000 Penalty: 65005.082031
Splitting cluster 11 changes total score from -48240412.000000 to -48241044.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (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: -516430.406250 Penalty: 1359.988037
	Iteration 0F: 2 clusters Score -516430.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -512881.062500 Penalty: 2719.976074
	Iteration 0F: 3 clusters Score -512881.1 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -513980.531250 Penalty: 2719.976074
	Iteration 1F: 3 clusters Score -513980.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -514302.250000 Penalty: 2719.976074
	Iteration 2F: 3 clusters Score -514302.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -514592.562500 Penalty: 2719.976074
	Iteration 3F: 3 clusters Score -514592.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -514900.906250 Penalty: 2719.976074
	Iteration 4F: 3 clusters Score -514900.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -515192.250000 Penalty: 2719.976074
	Iteration 5F: 3 clusters Score -515192.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -515452.093750 Penalty: 2719.976074
	Iteration 6F: 3 clusters Score -515452.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -515601.937500 Penalty: 2719.976074
	Iteration 7Q: 3 clusters Score -515601.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -515695.343750 Penalty: 2719.976074
	Iteration 8Q: 3 clusters Score -515695.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -515764.625000 Penalty: 2719.976074
	Iteration 9Q: 3 clusters Score -515764.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -515812.687500 Penalty: 2719.976074
	Iteration 10Q: 3 clusters Score -515812.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -515846.375000 Penalty: 2719.976074
	Iteration 11Q: 3 clusters Score -515846.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -515880.343750 Penalty: 2719.976074
	Iteration 12Q: 3 clusters Score -515880.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -515919.531250 Penalty: 2719.976074
	Iteration 13Q: 3 clusters Score -515919.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -515976.562500 Penalty: 2719.976074
	Iteration 14Q: 3 clusters Score -515976.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -516055.312500 Penalty: 2719.976074
	Iteration 15Q: 3 clusters Score -516055.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -516134.031250 Penalty: 2719.976074
	Iteration 16Q: 3 clusters Score -516134 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -516225.812500 Penalty: 2719.976074
	Iteration 17Q: 3 clusters Score -516225.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -516371.187500 Penalty: 2719.976074
	Iteration 18Q: 3 clusters Score -516371.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -516568.687500 Penalty: 2719.976074
	Iteration 19Q: 3 clusters Score -516568.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -516694.312500 Penalty: 2719.976074
	Iteration 20F: 3 clusters Score -516694.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -516781.437500 Penalty: 2719.976074
	Iteration 21Q: 3 clusters Score -516781.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -516823.625000 Penalty: 2719.976074
	Iteration 22Q: 3 clusters Score -516823.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -516840.843750 Penalty: 2719.976074
	Iteration 23Q: 3 clusters Score -516840.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -516853.843750 Penalty: 2719.976074
	Iteration 24Q: 3 clusters Score -516853.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -516868.062500 Penalty: 2719.976074
	Iteration 25Q: 3 clusters Score -516868.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -516871.750000 Penalty: 2719.976074
	Iteration 26Q: 3 clusters Score -516871.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -516873.468750 Penalty: 2719.976074
	Iteration 27Q: 3 clusters Score -516873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -516873.781250 Penalty: 2719.976074
	Iteration 28Q: 3 clusters Score -516873.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -516874.531250 Penalty: 2719.976074
	Iteration 29Q: 3 clusters Score -516874.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -516874.531250 Penalty: 2719.976074
	Iteration 30F: 3 clusters Score -516874.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10856 members 
Mstep: Class 5 contains 59711 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 46347 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 3295 members 
Mstep: Class 13 contains 34488 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 14811 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27761 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70814 members 
Mstep: Class 25 contains 14299 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 6375 members 
Mstep: Class 29 contains 20111 members 
Mstep: Class 30 contains 1306 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 1017 members 
Entering Unmasked Estep 
Score: -48240648.000000 Penalty: 67102.023438
Splitting cluster 12 changes total score from -48240412.000000 to -48240648.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 13 (34488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Entering Unmasked Estep 
Score: -4250565.000000 Penalty: 1697.859619
	Iteration 0F: 2 clusters Score -4250565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -4227393.500000 Penalty: 3395.719238
	Iteration 0F: 3 clusters Score -4227394 nChanged 16075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -4236541.000000 Penalty: 3395.719238
	Iteration 1F: 3 clusters Score -4236541 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -4237088.000000 Penalty: 3395.719238
	Iteration 2Q: 3 clusters Score -4237088 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -4237877.500000 Penalty: 3395.719238
	Iteration 3Q: 3 clusters Score -4237878 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -4239055.000000 Penalty: 3395.719238
	Iteration 4F: 3 clusters Score -4239055 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4240633.500000 Penalty: 3395.719238
	Iteration 5F: 3 clusters Score -4240634 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -4242427.500000 Penalty: 3395.719238
	Iteration 6F: 3 clusters Score -4242428 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -4244159.500000 Penalty: 3395.719238
	Iteration 7F: 3 clusters Score -4244160 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -4245550.000000 Penalty: 3395.719238
	Iteration 8F: 3 clusters Score -4245550 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -4246513.000000 Penalty: 3395.719238
	Iteration 9Q: 3 clusters Score -4246513 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -4247240.500000 Penalty: 3395.719238
	Iteration 10Q: 3 clusters Score -4247240 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -4247785.500000 Penalty: 3395.719238
	Iteration 11Q: 3 clusters Score -4247786 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -4248216.000000 Penalty: 3395.719238
	Iteration 12Q: 3 clusters Score -4248216 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4248527.500000 Penalty: 3395.719238
	Iteration 13Q: 3 clusters Score -4248528 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -4248767.000000 Penalty: 3395.719238
	Iteration 14Q: 3 clusters Score -4248767 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -4248927.500000 Penalty: 3395.719238
	Iteration 15Q: 3 clusters Score -4248928 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -4249012.000000 Penalty: 3395.719238
	Iteration 16Q: 3 clusters Score -4249012 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -4249068.000000 Penalty: 3395.719238
	Iteration 17Q: 3 clusters Score -4249068 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 33839 members 
Entering Unmasked Estep 
Score: -4249104.500000 Penalty: 3395.719238
	Iteration 18Q: 3 clusters Score -4249104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -4249144.500000 Penalty: 3395.719238
	Iteration 19Q: 3 clusters Score -4249144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -4249163.000000 Penalty: 3395.719238
	Iteration 20F: 3 clusters Score -4249163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -4249174.000000 Penalty: 3395.719238
	Iteration 21Q: 3 clusters Score -4249174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -4249190.500000 Penalty: 3395.719238
	Iteration 22Q: 3 clusters Score -4249190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -4249197.000000 Penalty: 3395.719238
	Iteration 23Q: 3 clusters Score -4249197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -4249200.500000 Penalty: 3395.719238
	Iteration 24Q: 3 clusters Score -4249200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4249207.000000 Penalty: 3395.719238
	Iteration 25Q: 3 clusters Score -4249207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4249213.500000 Penalty: 3395.719238
	Iteration 26Q: 3 clusters Score -4249214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -4249216.500000 Penalty: 3395.719238
	Iteration 27Q: 3 clusters Score -4249216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4249217.500000 Penalty: 3395.719238
	Iteration 28Q: 3 clusters Score -4249218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -4249218.500000 Penalty: 3395.719238
	Iteration 29Q: 3 clusters Score -4249218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -4249219.500000 Penalty: 3395.719238
	Iteration 30Q: 3 clusters Score -4249220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4249220.500000 Penalty: 3395.719238
	Iteration 31Q: 3 clusters Score -4249220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 34034 members 
Entering Unmasked Estep 
Score: -4249220.000000 Penalty: 3395.719238
	Iteration 32Q: 3 clusters Score -4249220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4249218.000000 Penalty: 3395.719238
	Iteration 33Q: 3 clusters Score -4249218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -4249218.000000 Penalty: 3395.719238
	Iteration 34F: 3 clusters Score -4249218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -754529.562500 Penalty: 1417.868530
	Iteration 0F: 2 clusters Score -754529.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -749826.750000 Penalty: 2835.737061
	Iteration 0F: 3 clusters Score -749826.8 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -751178.812500 Penalty: 2835.737061
	Iteration 1F: 3 clusters Score -751178.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -751413.875000 Penalty: 2835.737061
	Iteration 2F: 3 clusters Score -751413.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -751623.375000 Penalty: 2835.737061
	Iteration 3F: 3 clusters Score -751623.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -751811.250000 Penalty: 2835.737061
	Iteration 4F: 3 clusters Score -751811.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -751986.937500 Penalty: 2835.737061
	Iteration 5F: 3 clusters Score -751986.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -752156.937500 Penalty: 2835.737061
	Iteration 6Q: 3 clusters Score -752156.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -752327.562500 Penalty: 2835.737061
	Iteration 7Q: 3 clusters Score -752327.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -752496.687500 Penalty: 2835.737061
	Iteration 8Q: 3 clusters Score -752496.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -752641.312500 Penalty: 2835.737061
	Iteration 9Q: 3 clusters Score -752641.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -752742.625000 Penalty: 2835.737061
	Iteration 10Q: 3 clusters Score -752742.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -752845.250000 Penalty: 2835.737061
	Iteration 11Q: 3 clusters Score -752845.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -752938.187500 Penalty: 2835.737061
	Iteration 12Q: 3 clusters Score -752938.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -753010.562500 Penalty: 2835.737061
	Iteration 13Q: 3 clusters Score -753010.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -753061.937500 Penalty: 2835.737061
	Iteration 14Q: 3 clusters Score -753061.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -753101.875000 Penalty: 2835.737061
	Iteration 15Q: 3 clusters Score -753101.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -753131.687500 Penalty: 2835.737061
	Iteration 16Q: 3 clusters Score -753131.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -753157.562500 Penalty: 2835.737061
	Iteration 17Q: 3 clusters Score -753157.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -753187.125000 Penalty: 2835.737061
	Iteration 18Q: 3 clusters Score -753187.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -753223.750000 Penalty: 2835.737061
	Iteration 19Q: 3 clusters Score -753223.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -753257.687500 Penalty: 2835.737061
	Iteration 20F: 3 clusters Score -753257.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -753279.312500 Penalty: 2835.737061
	Iteration 21Q: 3 clusters Score -753279.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -753293.812500 Penalty: 2835.737061
	Iteration 22Q: 3 clusters Score -753293.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -753301.812500 Penalty: 2835.737061
	Iteration 23Q: 3 clusters Score -753301.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -753307.500000 Penalty: 2835.737061
	Iteration 24Q: 3 clusters Score -753307.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -753310.437500 Penalty: 2835.737061
	Iteration 25Q: 3 clusters Score -753310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -753310.625000 Penalty: 2835.737061
	Iteration 26Q: 3 clusters Score -753310.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -753312.187500 Penalty: 2835.737061
	Iteration 27Q: 3 clusters Score -753312.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -753313.812500 Penalty: 2835.737061
	Iteration 28Q: 3 clusters Score -753313.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -753313.812500 Penalty: 2835.737061
	Iteration 29F: 3 clusters Score -753313.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Entering Unmasked Estep 
Score: -1897972.625000 Penalty: 1567.392700
	Iteration 0F: 2 clusters Score -1897973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1887339.000000 Penalty: 3134.785400
	Iteration 0F: 3 clusters Score -1887339 nChanged 6853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1891027.375000 Penalty: 3134.785400
	Iteration 1F: 3 clusters Score -1891027 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1891410.500000 Penalty: 3134.785400
	Iteration 2F: 3 clusters Score -1891410 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1891779.500000 Penalty: 3134.785400
	Iteration 3F: 3 clusters Score -1891780 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1892155.125000 Penalty: 3134.785400
	Iteration 4F: 3 clusters Score -1892155 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1892546.000000 Penalty: 3134.785400
	Iteration 5F: 3 clusters Score -1892546 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1892875.750000 Penalty: 3134.785400
	Iteration 6Q: 3 clusters Score -1892876 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1893164.625000 Penalty: 3134.785400
	Iteration 7Q: 3 clusters Score -1893165 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1893392.125000 Penalty: 3134.785400
	Iteration 8Q: 3 clusters Score -1893392 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1893575.875000 Penalty: 3134.785400
	Iteration 9Q: 3 clusters Score -1893576 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1893742.000000 Penalty: 3134.785400
	Iteration 10Q: 3 clusters Score -1893742 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1893854.375000 Penalty: 3134.785400
	Iteration 11Q: 3 clusters Score -1893854 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1893960.375000 Penalty: 3134.785400
	Iteration 12Q: 3 clusters Score -1893960 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1894057.250000 Penalty: 3134.785400
	Iteration 13Q: 3 clusters Score -1894057 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1894160.625000 Penalty: 3134.785400
	Iteration 14Q: 3 clusters Score -1894161 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1894258.000000 Penalty: 3134.785400
	Iteration 15Q: 3 clusters Score -1894258 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1894370.375000 Penalty: 3134.785400
	Iteration 16Q: 3 clusters Score -1894370 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1894507.500000 Penalty: 3134.785400
	Iteration 17Q: 3 clusters Score -1894508 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1894643.375000 Penalty: 3134.785400
	Iteration 18Q: 3 clusters Score -1894643 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1894796.375000 Penalty: 3134.785400
	Iteration 19Q: 3 clusters Score -1894796 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1894971.625000 Penalty: 3134.785400
	Iteration 20F: 3 clusters Score -1894972 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1895129.750000 Penalty: 3134.785400
	Iteration 21Q: 3 clusters Score -1895130 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1895260.125000 Penalty: 3134.785400
	Iteration 22Q: 3 clusters Score -1895260 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1895399.250000 Penalty: 3134.785400
	Iteration 23Q: 3 clusters Score -1895399 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1895544.125000 Penalty: 3134.785400
	Iteration 24Q: 3 clusters Score -1895544 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1895667.875000 Penalty: 3134.785400
	Iteration 25Q: 3 clusters Score -1895668 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1895762.500000 Penalty: 3134.785400
	Iteration 26Q: 3 clusters Score -1895762 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1895845.500000 Penalty: 3134.785400
	Iteration 27Q: 3 clusters Score -1895846 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1895916.750000 Penalty: 3134.785400
	Iteration 28Q: 3 clusters Score -1895917 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1895986.625000 Penalty: 3134.785400
	Iteration 29Q: 3 clusters Score -1895987 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1896043.000000 Penalty: 3134.785400
	Iteration 30Q: 3 clusters Score -1896043 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1896114.875000 Penalty: 3134.785400
	Iteration 31Q: 3 clusters Score -1896115 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1896177.625000 Penalty: 3134.785400
	Iteration 32Q: 3 clusters Score -1896178 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1896244.125000 Penalty: 3134.785400
	Iteration 33Q: 3 clusters Score -1896244 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1896323.500000 Penalty: 3134.785400
	Iteration 34Q: 3 clusters Score -1896324 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1896418.750000 Penalty: 3134.785400
	Iteration 35Q: 3 clusters Score -1896419 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1896517.000000 Penalty: 3134.785400
	Iteration 36Q: 3 clusters Score -1896517 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1896592.250000 Penalty: 3134.785400
	Iteration 37Q: 3 clusters Score -1896592 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1896651.375000 Penalty: 3134.785400
	Iteration 38Q: 3 clusters Score -1896651 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1896698.750000 Penalty: 3134.785400
	Iteration 39Q: 3 clusters Score -1896699 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1896736.625000 Penalty: 3134.785400
	Iteration 40F: 3 clusters Score -1896737 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1896772.125000 Penalty: 3134.785400
	Iteration 41Q: 3 clusters Score -1896772 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1896799.875000 Penalty: 3134.785400
	Iteration 42Q: 3 clusters Score -1896800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1896825.750000 Penalty: 3134.785400
	Iteration 43Q: 3 clusters Score -1896826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1896853.625000 Penalty: 3134.785400
	Iteration 44Q: 3 clusters Score -1896854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1896878.125000 Penalty: 3134.785400
	Iteration 45Q: 3 clusters Score -1896878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1896898.750000 Penalty: 3134.785400
	Iteration 46Q: 3 clusters Score -1896899 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1896905.500000 Penalty: 3134.785400
	Iteration 47Q: 3 clusters Score -1896906 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1896913.000000 Penalty: 3134.785400
	Iteration 48Q: 3 clusters Score -1896913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1896921.625000 Penalty: 3134.785400
	Iteration 49Q: 3 clusters Score -1896922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1896933.375000 Penalty: 3134.785400
	Iteration 50Q: 3 clusters Score -1896933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1896939.625000 Penalty: 3134.785400
	Iteration 51Q: 3 clusters Score -1896940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1896949.125000 Penalty: 3134.785400
	Iteration 52Q: 3 clusters Score -1896949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1896956.250000 Penalty: 3134.785400
	Iteration 53Q: 3 clusters Score -1896956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1896962.125000 Penalty: 3134.785400
	Iteration 54Q: 3 clusters Score -1896962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1896970.000000 Penalty: 3134.785400
	Iteration 55Q: 3 clusters Score -1896970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1896975.125000 Penalty: 3134.785400
	Iteration 56Q: 3 clusters Score -1896975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1896974.250000 Penalty: 3134.785400
	Iteration 57Q: 3 clusters Score -1896974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1896982.875000 Penalty: 3134.785400
	Iteration 58Q: 3 clusters Score -1896983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1896989.750000 Penalty: 3134.785400
	Iteration 59Q: 3 clusters Score -1896990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1896990.625000 Penalty: 3134.785400
	Iteration 60F: 3 clusters Score -1896991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1896999.250000 Penalty: 3134.785400
	Iteration 61Q: 3 clusters Score -1896999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1897000.750000 Penalty: 3134.785400
	Iteration 62Q: 3 clusters Score -1897001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1897007.125000 Penalty: 3134.785400
	Iteration 63Q: 3 clusters Score -1897007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1897008.125000 Penalty: 3134.785400
	Iteration 64Q: 3 clusters Score -1897008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1897010.875000 Penalty: 3134.785400
	Iteration 65Q: 3 clusters Score -1897011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1897014.625000 Penalty: 3134.785400
	Iteration 66Q: 3 clusters Score -1897015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1897014.875000 Penalty: 3134.785400
	Iteration 67Q: 3 clusters Score -1897015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1897015.875000 Penalty: 3134.785400
	Iteration 68Q: 3 clusters Score -1897016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1897015.500000 Penalty: 3134.785400
	Iteration 69Q: 3 clusters Score -1897016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1897022.000000 Penalty: 3134.785400
	Iteration 70Q: 3 clusters Score -1897022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1897021.125000 Penalty: 3134.785400
	Iteration 71Q: 3 clusters Score -1897021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1897021.875000 Penalty: 3134.785400
	Iteration 72Q: 3 clusters Score -1897022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1897022.625000 Penalty: 3134.785400
	Iteration 73Q: 3 clusters Score -1897023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1897024.250000 Penalty: 3134.785400
	Iteration 74Q: 3 clusters Score -1897024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1897023.625000 Penalty: 3134.785400
	Iteration 75Q: 3 clusters Score -1897024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1897023.625000 Penalty: 3134.785400
	Iteration 76F: 3 clusters Score -1897024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Entering Unmasked Estep 
Score: -474582.625000 Penalty: 1343.042725
	Iteration 0F: 2 clusters Score -474582.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -471338.812500 Penalty: 2686.085449
	Iteration 0F: 3 clusters Score -471338.8 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -472297.812500 Penalty: 2686.085449
	Iteration 1F: 3 clusters Score -472297.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -472589.375000 Penalty: 2686.085449
	Iteration 2F: 3 clusters Score -472589.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -472797.656250 Penalty: 2686.085449
	Iteration 3F: 3 clusters Score -472797.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -473001.312500 Penalty: 2686.085449
	Iteration 4F: 3 clusters Score -473001.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -473198.375000 Penalty: 2686.085449
	Iteration 5F: 3 clusters Score -473198.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -473317.843750 Penalty: 2686.085449
	Iteration 6Q: 3 clusters Score -473317.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -473403.968750 Penalty: 2686.085449
	Iteration 7Q: 3 clusters Score -473404 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -473461.562500 Penalty: 2686.085449
	Iteration 8Q: 3 clusters Score -473461.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -473493.625000 Penalty: 2686.085449
	Iteration 9Q: 3 clusters Score -473493.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -473526.250000 Penalty: 2686.085449
	Iteration 10Q: 3 clusters Score -473526.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -473569.218750 Penalty: 2686.085449
	Iteration 11Q: 3 clusters Score -473569.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -473601.437500 Penalty: 2686.085449
	Iteration 12Q: 3 clusters Score -473601.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -473629.062500 Penalty: 2686.085449
	Iteration 13Q: 3 clusters Score -473629.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -473665.343750 Penalty: 2686.085449
	Iteration 14Q: 3 clusters Score -473665.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -473705.281250 Penalty: 2686.085449
	Iteration 15Q: 3 clusters Score -473705.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -473741.187500 Penalty: 2686.085449
	Iteration 16Q: 3 clusters Score -473741.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -473771.656250 Penalty: 2686.085449
	Iteration 17Q: 3 clusters Score -473771.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -473793.156250 Penalty: 2686.085449
	Iteration 18Q: 3 clusters Score -473793.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -473806.468750 Penalty: 2686.085449
	Iteration 19Q: 3 clusters Score -473806.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -473819.156250 Penalty: 2686.085449
	Iteration 20F: 3 clusters Score -473819.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -473827.343750 Penalty: 2686.085449
	Iteration 21Q: 3 clusters Score -473827.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -473836.343750 Penalty: 2686.085449
	Iteration 22Q: 3 clusters Score -473836.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -473841.593750 Penalty: 2686.085449
	Iteration 23Q: 3 clusters Score -473841.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -473848.000000 Penalty: 2686.085449
	Iteration 24Q: 3 clusters Score -473848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -473854.031250 Penalty: 2686.085449
	Iteration 25Q: 3 clusters Score -473854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -473859.000000 Penalty: 2686.085449
	Iteration 26Q: 3 clusters Score -473859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -473861.687500 Penalty: 2686.085449
	Iteration 27Q: 3 clusters Score -473861.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -473862.187500 Penalty: 2686.085449
	Iteration 28Q: 3 clusters Score -473862.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -473862.187500 Penalty: 2686.085449
	Iteration 29F: 3 clusters Score -473862.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Entering Unmasked Estep 
Score: -531345.875000 Penalty: 1361.675171
	Iteration 0F: 2 clusters Score -531345.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -527787.750000 Penalty: 2723.350342
	Iteration 0F: 3 clusters Score -527787.8 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -528748.062500 Penalty: 2723.350342
	Iteration 1F: 3 clusters Score -528748.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -528921.562500 Penalty: 2723.350342
	Iteration 2F: 3 clusters Score -528921.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -529043.187500 Penalty: 2723.350342
	Iteration 3F: 3 clusters Score -529043.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -529130.625000 Penalty: 2723.350342
	Iteration 4Q: 3 clusters Score -529130.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -529215.000000 Penalty: 2723.350342
	Iteration 5Q: 3 clusters Score -529215 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -529304.562500 Penalty: 2723.350342
	Iteration 6Q: 3 clusters Score -529304.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -529384.500000 Penalty: 2723.350342
	Iteration 7Q: 3 clusters Score -529384.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -529464.687500 Penalty: 2723.350342
	Iteration 8Q: 3 clusters Score -529464.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -529531.625000 Penalty: 2723.350342
	Iteration 9Q: 3 clusters Score -529531.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -529606.125000 Penalty: 2723.350342
	Iteration 10Q: 3 clusters Score -529606.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -529666.875000 Penalty: 2723.350342
	Iteration 11Q: 3 clusters Score -529666.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -529735.062500 Penalty: 2723.350342
	Iteration 12Q: 3 clusters Score -529735.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -529799.562500 Penalty: 2723.350342
	Iteration 13Q: 3 clusters Score -529799.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -529868.250000 Penalty: 2723.350342
	Iteration 14Q: 3 clusters Score -529868.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -529930.562500 Penalty: 2723.350342
	Iteration 15Q: 3 clusters Score -529930.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -529975.875000 Penalty: 2723.350342
	Iteration 16Q: 3 clusters Score -529975.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -530011.812500 Penalty: 2723.350342
	Iteration 17Q: 3 clusters Score -530011.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -530048.062500 Penalty: 2723.350342
	Iteration 18Q: 3 clusters Score -530048.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -530083.062500 Penalty: 2723.350342
	Iteration 19Q: 3 clusters Score -530083.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -530106.187500 Penalty: 2723.350342
	Iteration 20F: 3 clusters Score -530106.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -530125.937500 Penalty: 2723.350342
	Iteration 21Q: 3 clusters Score -530125.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -530140.687500 Penalty: 2723.350342
	Iteration 22Q: 3 clusters Score -530140.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -530151.687500 Penalty: 2723.350342
	Iteration 23Q: 3 clusters Score -530151.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -530163.000000 Penalty: 2723.350342
	Iteration 24Q: 3 clusters Score -530163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -530179.625000 Penalty: 2723.350342
	Iteration 25Q: 3 clusters Score -530179.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -530191.562500 Penalty: 2723.350342
	Iteration 26Q: 3 clusters Score -530191.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -530199.500000 Penalty: 2723.350342
	Iteration 27Q: 3 clusters Score -530199.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -530203.875000 Penalty: 2723.350342
	Iteration 28Q: 3 clusters Score -530203.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -530209.812500 Penalty: 2723.350342
	Iteration 29Q: 3 clusters Score -530209.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -530217.000000 Penalty: 2723.350342
	Iteration 30Q: 3 clusters Score -530217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -530221.937500 Penalty: 2723.350342
	Iteration 31Q: 3 clusters Score -530221.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -530224.937500 Penalty: 2723.350342
	Iteration 32Q: 3 clusters Score -530224.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -530228.250000 Penalty: 2723.350342
	Iteration 33Q: 3 clusters Score -530228.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -530232.562500 Penalty: 2723.350342
	Iteration 34Q: 3 clusters Score -530232.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -530237.875000 Penalty: 2723.350342
	Iteration 35Q: 3 clusters Score -530237.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -530240.687500 Penalty: 2723.350342
	Iteration 36Q: 3 clusters Score -530240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -530242.375000 Penalty: 2723.350342
	Iteration 37Q: 3 clusters Score -530242.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -530244.500000 Penalty: 2723.350342
	Iteration 38Q: 3 clusters Score -530244.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -530245.562500 Penalty: 2723.350342
	Iteration 39Q: 3 clusters Score -530245.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -530244.875000 Penalty: 2723.350342
	Iteration 40F: 3 clusters Score -530244.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Entering Unmasked Estep 
Score: -1832666.750000 Penalty: 1560.507935
	Iteration 0F: 2 clusters Score -1832667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1822344.375000 Penalty: 3121.015869
	Iteration 0F: 3 clusters Score -1822344 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1825799.625000 Penalty: 3121.015869
	Iteration 1F: 3 clusters Score -1825800 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1826132.625000 Penalty: 3121.015869
	Iteration 2F: 3 clusters Score -1826133 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1826450.000000 Penalty: 3121.015869
	Iteration 3F: 3 clusters Score -1826450 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1826732.375000 Penalty: 3121.015869
	Iteration 4Q: 3 clusters Score -1826732 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1826982.250000 Penalty: 3121.015869
	Iteration 5Q: 3 clusters Score -1826982 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1827267.875000 Penalty: 3121.015869
	Iteration 6Q: 3 clusters Score -1827268 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1827593.875000 Penalty: 3121.015869
	Iteration 7Q: 3 clusters Score -1827594 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1828038.000000 Penalty: 3121.015869
	Iteration 8Q: 3 clusters Score -1828038 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1828546.625000 Penalty: 3121.015869
	Iteration 9Q: 3 clusters Score -1828547 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1829052.500000 Penalty: 3121.015869
	Iteration 10Q: 3 clusters Score -1829052 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1829473.625000 Penalty: 3121.015869
	Iteration 11Q: 3 clusters Score -1829474 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1829843.375000 Penalty: 3121.015869
	Iteration 12Q: 3 clusters Score -1829843 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1830168.750000 Penalty: 3121.015869
	Iteration 13Q: 3 clusters Score -1830169 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1830407.000000 Penalty: 3121.015869
	Iteration 14Q: 3 clusters Score -1830407 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1830607.375000 Penalty: 3121.015869
	Iteration 15Q: 3 clusters Score -1830607 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1830767.250000 Penalty: 3121.015869
	Iteration 16Q: 3 clusters Score -1830767 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1830879.000000 Penalty: 3121.015869
	Iteration 17Q: 3 clusters Score -1830879 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1830968.250000 Penalty: 3121.015869
	Iteration 18Q: 3 clusters Score -1830968 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1831053.250000 Penalty: 3121.015869
	Iteration 19Q: 3 clusters Score -1831053 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -1831126.750000 Penalty: 3121.015869
	Iteration 20F: 3 clusters Score -1831127 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1831158.125000 Penalty: 3121.015869
	Iteration 21Q: 3 clusters Score -1831158 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1831196.250000 Penalty: 3121.015869
	Iteration 22Q: 3 clusters Score -1831196 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -1831219.000000 Penalty: 3121.015869
	Iteration 23Q: 3 clusters Score -1831219 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1831233.625000 Penalty: 3121.015869
	Iteration 24Q: 3 clusters Score -1831234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1831244.000000 Penalty: 3121.015869
	Iteration 25Q: 3 clusters Score -1831244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1831263.500000 Penalty: 3121.015869
	Iteration 26Q: 3 clusters Score -1831264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1831272.875000 Penalty: 3121.015869
	Iteration 27Q: 3 clusters Score -1831273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1831289.000000 Penalty: 3121.015869
	Iteration 28Q: 3 clusters Score -1831289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1831298.875000 Penalty: 3121.015869
	Iteration 29Q: 3 clusters Score -1831299 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1831307.875000 Penalty: 3121.015869
	Iteration 30Q: 3 clusters Score -1831308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -1831315.250000 Penalty: 3121.015869
	Iteration 31Q: 3 clusters Score -1831315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1831319.625000 Penalty: 3121.015869
	Iteration 32Q: 3 clusters Score -1831320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1831323.500000 Penalty: 3121.015869
	Iteration 33Q: 3 clusters Score -1831324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -1831326.250000 Penalty: 3121.015869
	Iteration 34Q: 3 clusters Score -1831326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1831334.375000 Penalty: 3121.015869
	Iteration 35Q: 3 clusters Score -1831334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1831333.750000 Penalty: 3121.015869
	Iteration 36Q: 3 clusters Score -1831334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1831335.500000 Penalty: 3121.015869
	Iteration 37Q: 3 clusters Score -1831336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1831337.500000 Penalty: 3121.015869
	Iteration 38Q: 3 clusters Score -1831338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1831339.250000 Penalty: 3121.015869
	Iteration 39Q: 3 clusters Score -1831339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1831338.125000 Penalty: 3121.015869
	Iteration 40F: 3 clusters Score -1831338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1831339.000000 Penalty: 3121.015869
	Iteration 41Q: 3 clusters Score -1831339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1831338.500000 Penalty: 3121.015869
	Iteration 42Q: 3 clusters Score -1831338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1831338.500000 Penalty: 3121.015869
	Iteration 43F: 3 clusters Score -1831338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -248151.937500 Penalty: 1238.284912
	Iteration 0F: 2 clusters Score -248151.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -246083.171875 Penalty: 2476.569824
	Iteration 0F: 3 clusters Score -246083.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -246503.765625 Penalty: 2476.569824
	Iteration 1F: 3 clusters Score -246503.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -246602.437500 Penalty: 2476.569824
	Iteration 2F: 3 clusters Score -246602.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -246671.546875 Penalty: 2476.569824
	Iteration 3Q: 3 clusters Score -246671.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -246713.656250 Penalty: 2476.569824
	Iteration 4Q: 3 clusters Score -246713.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -246745.578125 Penalty: 2476.569824
	Iteration 5Q: 3 clusters Score -246745.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -246776.875000 Penalty: 2476.569824
	Iteration 6Q: 3 clusters Score -246776.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -246804.265625 Penalty: 2476.569824
	Iteration 7Q: 3 clusters Score -246804.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -246835.140625 Penalty: 2476.569824
	Iteration 8Q: 3 clusters Score -246835.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -246871.437500 Penalty: 2476.569824
	Iteration 9Q: 3 clusters Score -246871.4 nChanged 46
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: -246908.687500 Penalty: 2476.569824
	Iteration 10Q: 3 clusters Score -246908.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -246961.031250 Penalty: 2476.569824
	Iteration 11Q: 3 clusters Score -246961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -247006.828125 Penalty: 2476.569824
	Iteration 12Q: 3 clusters Score -247006.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -247059.281250 Penalty: 2476.569824
	Iteration 13Q: 3 clusters Score -247059.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -247109.062500 Penalty: 2476.569824
	Iteration 14Q: 3 clusters Score -247109.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -247167.250000 Penalty: 2476.569824
	Iteration 15Q: 3 clusters Score -247167.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -247226.046875 Penalty: 2476.569824
	Iteration 16Q: 3 clusters Score -247226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -247267.484375 Penalty: 2476.569824
	Iteration 17Q: 3 clusters Score -247267.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -247299.218750 Penalty: 2476.569824
	Iteration 18Q: 3 clusters Score -247299.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -247328.015625 Penalty: 2476.569824
	Iteration 19Q: 3 clusters Score -247328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -247347.203125 Penalty: 2476.569824
	Iteration 20F: 3 clusters Score -247347.2 nChanged 22
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: -247359.187500 Penalty: 2476.569824
	Iteration 21Q: 3 clusters Score -247359.2 nChanged 14
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: -247366.296875 Penalty: 2476.569824
	Iteration 22Q: 3 clusters Score -247366.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -247370.421875 Penalty: 2476.569824
	Iteration 23Q: 3 clusters Score -247370.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -247372.687500 Penalty: 2476.569824
	Iteration 24Q: 3 clusters Score -247372.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -247374.234375 Penalty: 2476.569824
	Iteration 25Q: 3 clusters Score -247374.2 nChanged 3
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: -247375.718750 Penalty: 2476.569824
	Iteration 26Q: 3 clusters Score -247375.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -247377.265625 Penalty: 2476.569824
	Iteration 27Q: 3 clusters Score -247377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -247379.078125 Penalty: 2476.569824
	Iteration 28Q: 3 clusters Score -247379.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -247379.734375 Penalty: 2476.569824
	Iteration 29Q: 3 clusters Score -247379.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -247379.734375 Penalty: 2476.569824
	Iteration 30F: 3 clusters Score -247379.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Entering Unmasked Estep 
Score: -3458315.250000 Penalty: 1662.600464
	Iteration 0F: 2 clusters Score -3458315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3439476.750000 Penalty: 3325.200928
	Iteration 0F: 3 clusters Score -3439477 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3446644.250000 Penalty: 3325.200928
	Iteration 1F: 3 clusters Score -3446644 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -3447016.250000 Penalty: 3325.200928
	Iteration 2Q: 3 clusters Score -3447016 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -3447450.000000 Penalty: 3325.200928
	Iteration 3Q: 3 clusters Score -3447450 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -3447969.250000 Penalty: 3325.200928
	Iteration 4Q: 3 clusters Score -3447969 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3448711.000000 Penalty: 3325.200928
	Iteration 5Q: 3 clusters Score -3448711 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -3449696.250000 Penalty: 3325.200928
	Iteration 6F: 3 clusters Score -3449696 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3450959.250000 Penalty: 3325.200928
	Iteration 7F: 3 clusters Score -3450959 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3452325.250000 Penalty: 3325.200928
	Iteration 8F: 3 clusters Score -3452325 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -3453551.750000 Penalty: 3325.200928
	Iteration 9F: 3 clusters Score -3453552 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3454526.250000 Penalty: 3325.200928
	Iteration 10Q: 3 clusters Score -3454526 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3455233.750000 Penalty: 3325.200928
	Iteration 11Q: 3 clusters Score -3455234 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3455699.500000 Penalty: 3325.200928
	Iteration 12Q: 3 clusters Score -3455700 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3455952.250000 Penalty: 3325.200928
	Iteration 13Q: 3 clusters Score -3455952 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -3456109.500000 Penalty: 3325.200928
	Iteration 14Q: 3 clusters Score -3456110 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -3456226.000000 Penalty: 3325.200928
	Iteration 15Q: 3 clusters Score -3456226 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -3456306.000000 Penalty: 3325.200928
	Iteration 16Q: 3 clusters Score -3456306 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3456371.500000 Penalty: 3325.200928
	Iteration 17Q: 3 clusters Score -3456372 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3456404.500000 Penalty: 3325.200928
	Iteration 18Q: 3 clusters Score -3456404 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -3456455.750000 Penalty: 3325.200928
	Iteration 19Q: 3 clusters Score -3456456 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3456500.250000 Penalty: 3325.200928
	Iteration 20F: 3 clusters Score -3456500 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3456541.750000 Penalty: 3325.200928
	Iteration 21Q: 3 clusters Score -3456542 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -3456569.750000 Penalty: 3325.200928
	Iteration 22Q: 3 clusters Score -3456570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 26295 members 
Entering Unmasked Estep 
Score: -3456594.500000 Penalty: 3325.200928
	Iteration 23Q: 3 clusters Score -3456594 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -3456619.750000 Penalty: 3325.200928
	Iteration 24Q: 3 clusters Score -3456620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3456637.250000 Penalty: 3325.200928
	Iteration 25Q: 3 clusters Score -3456637 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -3456656.250000 Penalty: 3325.200928
	Iteration 26Q: 3 clusters Score -3456656 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3456678.500000 Penalty: 3325.200928
	Iteration 27Q: 3 clusters Score -3456678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3456693.250000 Penalty: 3325.200928
	Iteration 28Q: 3 clusters Score -3456693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -3456704.500000 Penalty: 3325.200928
	Iteration 29Q: 3 clusters Score -3456704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 26613 members 
Entering Unmasked Estep 
Score: -3456708.250000 Penalty: 3325.200928
	Iteration 30Q: 3 clusters Score -3456708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -3456710.500000 Penalty: 3325.200928
	Iteration 31Q: 3 clusters Score -3456710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3456712.250000 Penalty: 3325.200928
	Iteration 32Q: 3 clusters Score -3456712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -3456718.250000 Penalty: 3325.200928
	Iteration 33Q: 3 clusters Score -3456718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -3456720.750000 Penalty: 3325.200928
	Iteration 34Q: 3 clusters Score -3456721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -3456720.750000 Penalty: 3325.200928
	Iteration 35Q: 3 clusters Score -3456721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -3456723.250000 Penalty: 3325.200928
	Iteration 36Q: 3 clusters Score -3456723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3456723.000000 Penalty: 3325.200928
	Iteration 37Q: 3 clusters Score -3456723 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -3456724.750000 Penalty: 3325.200928
	Iteration 38Q: 3 clusters Score -3456725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3456732.500000 Penalty: 3325.200928
	Iteration 39Q: 3 clusters Score -3456732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3456743.250000 Penalty: 3325.200928
	Iteration 40F: 3 clusters Score -3456743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -3456747.750000 Penalty: 3325.200928
	Iteration 41Q: 3 clusters Score -3456748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3456748.250000 Penalty: 3325.200928
	Iteration 42Q: 3 clusters Score -3456748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3456749.750000 Penalty: 3325.200928
	Iteration 43Q: 3 clusters Score -3456750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -3456746.750000 Penalty: 3325.200928
	Iteration 44Q: 3 clusters Score -3456747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -3456750.000000 Penalty: 3325.200928
	Iteration 45Q: 3 clusters Score -3456750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -3456750.750000 Penalty: 3325.200928
	Iteration 46Q: 3 clusters Score -3456751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3456755.000000 Penalty: 3325.200928
	Iteration 47Q: 3 clusters Score -3456755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3456762.250000 Penalty: 3325.200928
	Iteration 48Q: 3 clusters Score -3456762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -3456759.500000 Penalty: 3325.200928
	Iteration 49Q: 3 clusters Score -3456760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -3456761.250000 Penalty: 3325.200928
	Iteration 50Q: 3 clusters Score -3456761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -3456765.750000 Penalty: 3325.200928
	Iteration 51Q: 3 clusters Score -3456766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -3456770.750000 Penalty: 3325.200928
	Iteration 52Q: 3 clusters Score -3456771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3456776.000000 Penalty: 3325.200928
	Iteration 53Q: 3 clusters Score -3456776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3456765.500000 Penalty: 3325.200928
	Iteration 54Q: 3 clusters Score -3456766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -3456771.000000 Penalty: 3325.200928
	Iteration 55Q: 3 clusters Score -3456771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3456769.750000 Penalty: 3325.200928
	Iteration 56Q: 3 clusters Score -3456770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3456772.500000 Penalty: 3325.200928
	Iteration 57Q: 3 clusters Score -3456772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 26856 members 
Entering Unmasked Estep 
Score: -3456782.000000 Penalty: 3325.200928
	Iteration 58Q: 3 clusters Score -3456782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3456786.250000 Penalty: 3325.200928
	Iteration 59Q: 3 clusters Score -3456786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -3456780.750000 Penalty: 3325.200928
	Iteration 60F: 3 clusters Score -3456781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -3456785.500000 Penalty: 3325.200928
	Iteration 61Q: 3 clusters Score -3456786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -3456785.000000 Penalty: 3325.200928
	Iteration 62Q: 3 clusters Score -3456785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -3456789.000000 Penalty: 3325.200928
	Iteration 63Q: 3 clusters Score -3456789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -3456792.250000 Penalty: 3325.200928
	Iteration 64Q: 3 clusters Score -3456792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3456796.750000 Penalty: 3325.200928
	Iteration 65Q: 3 clusters Score -3456797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3456795.250000 Penalty: 3325.200928
	Iteration 66Q: 3 clusters Score -3456795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3456802.750000 Penalty: 3325.200928
	Iteration 67Q: 3 clusters Score -3456803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -3456806.000000 Penalty: 3325.200928
	Iteration 68Q: 3 clusters Score -3456806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -3456808.750000 Penalty: 3325.200928
	Iteration 69Q: 3 clusters Score -3456809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -3456804.750000 Penalty: 3325.200928
	Iteration 70Q: 3 clusters Score -3456805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3456809.500000 Penalty: 3325.200928
	Iteration 71Q: 3 clusters Score -3456810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3456810.250000 Penalty: 3325.200928
	Iteration 72Q: 3 clusters Score -3456810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -3456810.750000 Penalty: 3325.200928
	Iteration 73Q: 3 clusters Score -3456811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3456814.750000 Penalty: 3325.200928
	Iteration 74Q: 3 clusters Score -3456815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -3456817.000000 Penalty: 3325.200928
	Iteration 75Q: 3 clusters Score -3456817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -3456821.500000 Penalty: 3325.200928
	Iteration 76Q: 3 clusters Score -3456822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -3456820.500000 Penalty: 3325.200928
	Iteration 77Q: 3 clusters Score -3456820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -3456823.750000 Penalty: 3325.200928
	Iteration 78Q: 3 clusters Score -3456824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3456827.000000 Penalty: 3325.200928
	Iteration 79Q: 3 clusters Score -3456827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3456827.000000 Penalty: 3325.200928
	Iteration 80F: 3 clusters Score -3456827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Entering Unmasked Estep 
Score: -1090384.000000 Penalty: 1475.500610
	Iteration 0F: 2 clusters Score -1090384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1083956.625000 Penalty: 2951.001221
	Iteration 0F: 3 clusters Score -1083957 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1086015.125000 Penalty: 2951.001221
	Iteration 1F: 3 clusters Score -1086015 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1086253.500000 Penalty: 2951.001221
	Iteration 2F: 3 clusters Score -1086254 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1086446.500000 Penalty: 2951.001221
	Iteration 3F: 3 clusters Score -1086446 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1086604.250000 Penalty: 2951.001221
	Iteration 4Q: 3 clusters Score -1086604 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1086789.500000 Penalty: 2951.001221
	Iteration 5Q: 3 clusters Score -1086790 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1087019.375000 Penalty: 2951.001221
	Iteration 6Q: 3 clusters Score -1087019 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1087277.125000 Penalty: 2951.001221
	Iteration 7Q: 3 clusters Score -1087277 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1087585.625000 Penalty: 2951.001221
	Iteration 8F: 3 clusters Score -1087586 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1087917.375000 Penalty: 2951.001221
	Iteration 9Q: 3 clusters Score -1087917 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1088227.000000 Penalty: 2951.001221
	Iteration 10Q: 3 clusters Score -1088227 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1088494.125000 Penalty: 2951.001221
	Iteration 11Q: 3 clusters Score -1088494 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1088687.125000 Penalty: 2951.001221
	Iteration 12Q: 3 clusters Score -1088687 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1088835.375000 Penalty: 2951.001221
	Iteration 13Q: 3 clusters Score -1088835 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1088916.500000 Penalty: 2951.001221
	Iteration 14Q: 3 clusters Score -1088916 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1088967.250000 Penalty: 2951.001221
	Iteration 15Q: 3 clusters Score -1088967 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1089001.625000 Penalty: 2951.001221
	Iteration 16Q: 3 clusters Score -1089002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1089035.125000 Penalty: 2951.001221
	Iteration 17Q: 3 clusters Score -1089035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1089064.000000 Penalty: 2951.001221
	Iteration 18Q: 3 clusters Score -1089064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1089090.625000 Penalty: 2951.001221
	Iteration 19Q: 3 clusters Score -1089091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1089109.875000 Penalty: 2951.001221
	Iteration 20F: 3 clusters Score -1089110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1089116.375000 Penalty: 2951.001221
	Iteration 21Q: 3 clusters Score -1089116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1089120.750000 Penalty: 2951.001221
	Iteration 22Q: 3 clusters Score -1089121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1089126.250000 Penalty: 2951.001221
	Iteration 23Q: 3 clusters Score -1089126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1089129.750000 Penalty: 2951.001221
	Iteration 24Q: 3 clusters Score -1089130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1089130.750000 Penalty: 2951.001221
	Iteration 25Q: 3 clusters Score -1089131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1089138.875000 Penalty: 2951.001221
	Iteration 26Q: 3 clusters Score -1089139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1089140.000000 Penalty: 2951.001221
	Iteration 27Q: 3 clusters Score -1089140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1089140.000000 Penalty: 2951.001221
	Iteration 28F: 3 clusters Score -1089140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Entering Unmasked Estep 
Score: -280496.843750 Penalty: 1259.124756
	Iteration 0F: 2 clusters Score -280496.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -278164.750000 Penalty: 2518.249512
	Iteration 0F: 3 clusters Score -278164.8 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -278725.312500 Penalty: 2518.249512
	Iteration 1F: 3 clusters Score -278725.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -278898.687500 Penalty: 2518.249512
	Iteration 2F: 3 clusters Score -278898.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -279029.156250 Penalty: 2518.249512
	Iteration 3F: 3 clusters Score -279029.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -279136.718750 Penalty: 2518.249512
	Iteration 4Q: 3 clusters Score -279136.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -279237.562500 Penalty: 2518.249512
	Iteration 5Q: 3 clusters Score -279237.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -279319.500000 Penalty: 2518.249512
	Iteration 6Q: 3 clusters Score -279319.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -279415.375000 Penalty: 2518.249512
	Iteration 7Q: 3 clusters Score -279415.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -279518.406250 Penalty: 2518.249512
	Iteration 8Q: 3 clusters Score -279518.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -279617.343750 Penalty: 2518.249512
	Iteration 9Q: 3 clusters Score -279617.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -279697.156250 Penalty: 2518.249512
	Iteration 10Q: 3 clusters Score -279697.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -279759.062500 Penalty: 2518.249512
	Iteration 11Q: 3 clusters Score -279759.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -279804.093750 Penalty: 2518.249512
	Iteration 12Q: 3 clusters Score -279804.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -279852.781250 Penalty: 2518.249512
	Iteration 13Q: 3 clusters Score -279852.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -279903.437500 Penalty: 2518.249512
	Iteration 14Q: 3 clusters Score -279903.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -279959.187500 Penalty: 2518.249512
	Iteration 15Q: 3 clusters Score -279959.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -280011.468750 Penalty: 2518.249512
	Iteration 16Q: 3 clusters Score -280011.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -280089.562500 Penalty: 2518.249512
	Iteration 17Q: 3 clusters Score -280089.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -280185.437500 Penalty: 2518.249512
	Iteration 18Q: 3 clusters Score -280185.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -280267.562500 Penalty: 2518.249512
	Iteration 19Q: 3 clusters Score -280267.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -280325.250000 Penalty: 2518.249512
	Iteration 20F: 3 clusters Score -280325.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -280354.625000 Penalty: 2518.249512
	Iteration 21Q: 3 clusters Score -280354.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -280381.187500 Penalty: 2518.249512
	Iteration 22Q: 3 clusters Score -280381.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -280401.968750 Penalty: 2518.249512
	Iteration 23Q: 3 clusters Score -280402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -280418.656250 Penalty: 2518.249512
	Iteration 24Q: 3 clusters Score -280418.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -280436.531250 Penalty: 2518.249512
	Iteration 25Q: 3 clusters Score -280436.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -280464.281250 Penalty: 2518.249512
	Iteration 26Q: 3 clusters Score -280464.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -280489.000000 Penalty: 2518.249512
	Iteration 27Q: 3 clusters Score -280489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -280495.031250 Penalty: 2518.249512
	Iteration 28Q: 3 clusters Score -280495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -280498.812500 Penalty: 2518.249512
	Iteration 29Q: 3 clusters Score -280498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -280499.656250 Penalty: 2518.249512
	Iteration 30Q: 3 clusters Score -280499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -280499.656250 Penalty: 2518.249512
	Iteration 31F: 3 clusters Score -280499.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10856 members 
Mstep: Class 5 contains 59711 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 46347 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 3295 members 
Mstep: Class 13 contains 34488 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 14811 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27761 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 854 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70814 members 
Mstep: Class 25 contains 14299 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 6375 members 
Mstep: Class 29 contains 20111 members 
Mstep: Class 30 contains 1306 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 1017 members 
Mstep: Class 33 contains 1464 members 
Entering Unmasked Estep 
Score: -48239836.000000 Penalty: 69198.960938
Splitting cluster 22 changes total score from -48240412.000000 to -48239836.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -167062.046875 Penalty: 1176.022095
	Iteration 0F: 2 clusters Score -167062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -165341.750000 Penalty: 2352.044189
	Iteration 0F: 3 clusters Score -165341.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -165665.578125 Penalty: 2352.044189
	Iteration 1F: 3 clusters Score -165665.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -165752.781250 Penalty: 2352.044189
	Iteration 2F: 3 clusters Score -165752.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -165805.140625 Penalty: 2352.044189
	Iteration 3Q: 3 clusters Score -165805.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -165842.828125 Penalty: 2352.044189
	Iteration 4Q: 3 clusters Score -165842.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -165869.390625 Penalty: 2352.044189
	Iteration 5Q: 3 clusters Score -165869.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -165883.234375 Penalty: 2352.044189
	Iteration 6Q: 3 clusters Score -165883.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -165897.140625 Penalty: 2352.044189
	Iteration 7Q: 3 clusters Score -165897.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -165913.625000 Penalty: 2352.044189
	Iteration 8Q: 3 clusters Score -165913.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -165925.265625 Penalty: 2352.044189
	Iteration 9Q: 3 clusters Score -165925.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -165934.500000 Penalty: 2352.044189
	Iteration 10Q: 3 clusters Score -165934.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -165942.640625 Penalty: 2352.044189
	Iteration 11Q: 3 clusters Score -165942.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -165949.250000 Penalty: 2352.044189
	Iteration 12Q: 3 clusters Score -165949.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -165969.703125 Penalty: 2352.044189
	Iteration 13Q: 3 clusters Score -165969.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -165985.406250 Penalty: 2352.044189
	Iteration 14Q: 3 clusters Score -165985.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -166010.609375 Penalty: 2352.044189
	Iteration 15Q: 3 clusters Score -166010.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -166040.375000 Penalty: 2352.044189
	Iteration 16Q: 3 clusters Score -166040.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -166073.953125 Penalty: 2352.044189
	Iteration 17Q: 3 clusters Score -166074 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -166126.515625 Penalty: 2352.044189
	Iteration 18Q: 3 clusters Score -166126.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -166168.921875 Penalty: 2352.044189
	Iteration 19Q: 3 clusters Score -166168.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -166210.812500 Penalty: 2352.044189
	Iteration 20F: 3 clusters Score -166210.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -166275.890625 Penalty: 2352.044189
	Iteration 21Q: 3 clusters Score -166275.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -166346.218750 Penalty: 2352.044189
	Iteration 22Q: 3 clusters Score -166346.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -166385.015625 Penalty: 2352.044189
	Iteration 23Q: 3 clusters Score -166385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -166409.671875 Penalty: 2352.044189
	Iteration 24Q: 3 clusters Score -166409.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -166443.687500 Penalty: 2352.044189
	Iteration 25Q: 3 clusters Score -166443.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -166454.515625 Penalty: 2352.044189
	Iteration 26Q: 3 clusters Score -166454.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -166461.265625 Penalty: 2352.044189
	Iteration 27Q: 3 clusters Score -166461.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -166464.703125 Penalty: 2352.044189
	Iteration 28Q: 3 clusters Score -166464.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -166467.828125 Penalty: 2352.044189
	Iteration 29Q: 3 clusters Score -166467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -166469.765625 Penalty: 2352.044189
	Iteration 30Q: 3 clusters Score -166469.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -166470.937500 Penalty: 2352.044189
	Iteration 31Q: 3 clusters Score -166470.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -166470.937500 Penalty: 2352.044189
	Iteration 32F: 3 clusters Score -166470.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (70814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70814 members 
Entering Unmasked Estep 
Score: -8764217.000000 Penalty: 1814.769531
	Iteration 0F: 2 clusters Score -8764217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -8716858.000000 Penalty: 3629.539062
	Iteration 0F: 3 clusters Score -8716858 nChanged 33545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -8736011.000000 Penalty: 3629.539062
	Iteration 1F: 3 clusters Score -8736011 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -8736478.000000 Penalty: 3629.539062
	Iteration 2Q: 3 clusters Score -8736478 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -8737123.000000 Penalty: 3629.539062
	Iteration 3Q: 3 clusters Score -8737123 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 34168 members 
Entering Unmasked Estep 
Score: -8737806.000000 Penalty: 3629.539062
	Iteration 4Q: 3 clusters Score -8737806 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -8738832.000000 Penalty: 3629.539062
	Iteration 5Q: 3 clusters Score -8738832 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -8740112.000000 Penalty: 3629.539062
	Iteration 6Q: 3 clusters Score -8740112 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -8741769.000000 Penalty: 3629.539062
	Iteration 7Q: 3 clusters Score -8741769 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -8743880.000000 Penalty: 3629.539062
	Iteration 8F: 3 clusters Score -8743880 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -8746257.000000 Penalty: 3629.539062
	Iteration 9F: 3 clusters Score -8746257 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -8748596.000000 Penalty: 3629.539062
	Iteration 10F: 3 clusters Score -8748596 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -8750264.000000 Penalty: 3629.539062
	Iteration 11Q: 3 clusters Score -8750264 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -8751146.000000 Penalty: 3629.539062
	Iteration 12Q: 3 clusters Score -8751146 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -8751670.000000 Penalty: 3629.539062
	Iteration 13Q: 3 clusters Score -8751670 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -8752191.000000 Penalty: 3629.539062
	Iteration 14Q: 3 clusters Score -8752191 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50143 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -8752639.000000 Penalty: 3629.539062
	Iteration 15Q: 3 clusters Score -8752639 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -8753143.000000 Penalty: 3629.539062
	Iteration 16Q: 3 clusters Score -8753143 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53055 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -8753657.000000 Penalty: 3629.539062
	Iteration 17Q: 3 clusters Score -8753657 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -8754302.000000 Penalty: 3629.539062
	Iteration 18Q: 3 clusters Score -8754302 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56321 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -8755156.000000 Penalty: 3629.539062
	Iteration 19Q: 3 clusters Score -8755156 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58057 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -8756108.000000 Penalty: 3629.539062
	Iteration 20F: 3 clusters Score -8756108 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -8757085.000000 Penalty: 3629.539062
	Iteration 21Q: 3 clusters Score -8757085 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61268 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -8758173.000000 Penalty: 3629.539062
	Iteration 22Q: 3 clusters Score -8758173 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -8759169.000000 Penalty: 3629.539062
	Iteration 23Q: 3 clusters Score -8759169 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63772 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -8760071.000000 Penalty: 3629.539062
	Iteration 24Q: 3 clusters Score -8760071 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64685 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -8760814.000000 Penalty: 3629.539062
	Iteration 25Q: 3 clusters Score -8760814 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65366 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -8761283.000000 Penalty: 3629.539062
	Iteration 26Q: 3 clusters Score -8761283 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -8761619.000000 Penalty: 3629.539062
	Iteration 27Q: 3 clusters Score -8761619 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -8761828.000000 Penalty: 3629.539062
	Iteration 28Q: 3 clusters Score -8761828 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66642 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -8761952.000000 Penalty: 3629.539062
	Iteration 29Q: 3 clusters Score -8761952 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -8762024.000000 Penalty: 3629.539062
	Iteration 30Q: 3 clusters Score -8762024 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67108 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -8762105.000000 Penalty: 3629.539062
	Iteration 31Q: 3 clusters Score -8762105 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67307 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -8762142.000000 Penalty: 3629.539062
	Iteration 32Q: 3 clusters Score -8762142 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67480 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -8762221.000000 Penalty: 3629.539062
	Iteration 33Q: 3 clusters Score -8762221 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8762254.000000 Penalty: 3629.539062
	Iteration 34Q: 3 clusters Score -8762254 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67814 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -8762298.000000 Penalty: 3629.539062
	Iteration 35Q: 3 clusters Score -8762298 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -8762336.000000 Penalty: 3629.539062
	Iteration 36Q: 3 clusters Score -8762336 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8762360.000000 Penalty: 3629.539062
	Iteration 37Q: 3 clusters Score -8762360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68175 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8762398.000000 Penalty: 3629.539062
	Iteration 38Q: 3 clusters Score -8762398 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68276 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -8762423.000000 Penalty: 3629.539062
	Iteration 39Q: 3 clusters Score -8762423 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68365 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -8762441.000000 Penalty: 3629.539062
	Iteration 40F: 3 clusters Score -8762441 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68445 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8762474.000000 Penalty: 3629.539062
	Iteration 41Q: 3 clusters Score -8762474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68506 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8762510.000000 Penalty: 3629.539062
	Iteration 42Q: 3 clusters Score -8762510 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8762525.000000 Penalty: 3629.539062
	Iteration 43Q: 3 clusters Score -8762525 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8762538.000000 Penalty: 3629.539062
	Iteration 44Q: 3 clusters Score -8762538 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68689 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8762543.000000 Penalty: 3629.539062
	Iteration 45Q: 3 clusters Score -8762543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68735 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8762559.000000 Penalty: 3629.539062
	Iteration 46Q: 3 clusters Score -8762559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68771 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8762561.000000 Penalty: 3629.539062
	Iteration 47Q: 3 clusters Score -8762561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8762577.000000 Penalty: 3629.539062
	Iteration 48Q: 3 clusters Score -8762577 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68823 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8762589.000000 Penalty: 3629.539062
	Iteration 49Q: 3 clusters Score -8762589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -8762585.000000 Penalty: 3629.539062
	Iteration 50Q: 3 clusters Score -8762585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68892 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8762599.000000 Penalty: 3629.539062
	Iteration 51Q: 3 clusters Score -8762599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68914 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8762603.000000 Penalty: 3629.539062
	Iteration 52Q: 3 clusters Score -8762603 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68936 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -8762606.000000 Penalty: 3629.539062
	Iteration 53Q: 3 clusters Score -8762606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68956 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8762601.000000 Penalty: 3629.539062
	Iteration 54Q: 3 clusters Score -8762601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68969 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8762594.000000 Penalty: 3629.539062
	Iteration 55Q: 3 clusters Score -8762594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68989 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8762596.000000 Penalty: 3629.539062
	Iteration 56Q: 3 clusters Score -8762596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -8762606.000000 Penalty: 3629.539062
	Iteration 57Q: 3 clusters Score -8762606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8762602.000000 Penalty: 3629.539062
	Iteration 58Q: 3 clusters Score -8762602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8762605.000000 Penalty: 3629.539062
	Iteration 59Q: 3 clusters Score -8762605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69052 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8762603.000000 Penalty: 3629.539062
	Iteration 60F: 3 clusters Score -8762603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8762615.000000 Penalty: 3629.539062
	Iteration 61Q: 3 clusters Score -8762615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69080 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8762617.000000 Penalty: 3629.539062
	Iteration 62Q: 3 clusters Score -8762617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8762635.000000 Penalty: 3629.539062
	Iteration 63Q: 3 clusters Score -8762635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69127 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8762645.000000 Penalty: 3629.539062
	Iteration 64Q: 3 clusters Score -8762645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69159 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8762646.000000 Penalty: 3629.539062
	Iteration 65Q: 3 clusters Score -8762646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8762659.000000 Penalty: 3629.539062
	Iteration 66Q: 3 clusters Score -8762659 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69216 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8762685.000000 Penalty: 3629.539062
	Iteration 67Q: 3 clusters Score -8762685 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8762692.000000 Penalty: 3629.539062
	Iteration 68Q: 3 clusters Score -8762692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69257 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8762695.000000 Penalty: 3629.539062
	Iteration 69Q: 3 clusters Score -8762695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -8762696.000000 Penalty: 3629.539062
	Iteration 70Q: 3 clusters Score -8762696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69290 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8762696.000000 Penalty: 3629.539062
	Iteration 71Q: 3 clusters Score -8762696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8762691.000000 Penalty: 3629.539062
	Iteration 72Q: 3 clusters Score -8762691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69314 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8762696.000000 Penalty: 3629.539062
	Iteration 73Q: 3 clusters Score -8762696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69322 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8762702.000000 Penalty: 3629.539062
	Iteration 74Q: 3 clusters Score -8762702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8762690.000000 Penalty: 3629.539062
	Iteration 75Q: 3 clusters Score -8762690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69337 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8762696.000000 Penalty: 3629.539062
	Iteration 76Q: 3 clusters Score -8762696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69338 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8762695.000000 Penalty: 3629.539062
	Iteration 77Q: 3 clusters Score -8762695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8762693.000000 Penalty: 3629.539062
	Iteration 78Q: 3 clusters Score -8762693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8762693.000000 Penalty: 3629.539062
	Iteration 79F: 3 clusters Score -8762693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (14299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Entering Unmasked Estep 
Score: -1621863.750000 Penalty: 1554.791016
	Iteration 0F: 2 clusters Score -1621864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1611975.000000 Penalty: 3109.582031
	Iteration 0F: 3 clusters Score -1611975 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1615767.625000 Penalty: 3109.582031
	Iteration 1F: 3 clusters Score -1615768 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1616550.500000 Penalty: 3109.582031
	Iteration 2F: 3 clusters Score -1616550 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1617324.875000 Penalty: 3109.582031
	Iteration 3F: 3 clusters Score -1617325 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1618051.375000 Penalty: 3109.582031
	Iteration 4F: 3 clusters Score -1618051 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1618607.375000 Penalty: 3109.582031
	Iteration 5F: 3 clusters Score -1618607 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1619007.125000 Penalty: 3109.582031
	Iteration 6Q: 3 clusters Score -1619007 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1619277.375000 Penalty: 3109.582031
	Iteration 7Q: 3 clusters Score -1619277 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1619509.250000 Penalty: 3109.582031
	Iteration 8Q: 3 clusters Score -1619509 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1619743.875000 Penalty: 3109.582031
	Iteration 9Q: 3 clusters Score -1619744 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1619957.875000 Penalty: 3109.582031
	Iteration 10Q: 3 clusters Score -1619958 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1620189.625000 Penalty: 3109.582031
	Iteration 11Q: 3 clusters Score -1620190 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1620387.625000 Penalty: 3109.582031
	Iteration 12Q: 3 clusters Score -1620388 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1620545.000000 Penalty: 3109.582031
	Iteration 13Q: 3 clusters Score -1620545 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1620655.000000 Penalty: 3109.582031
	Iteration 14Q: 3 clusters Score -1620655 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1620738.500000 Penalty: 3109.582031
	Iteration 15Q: 3 clusters Score -1620738 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1620796.250000 Penalty: 3109.582031
	Iteration 16Q: 3 clusters Score -1620796 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1620850.250000 Penalty: 3109.582031
	Iteration 17Q: 3 clusters Score -1620850 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1620884.125000 Penalty: 3109.582031
	Iteration 18Q: 3 clusters Score -1620884 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1620921.000000 Penalty: 3109.582031
	Iteration 19Q: 3 clusters Score -1620921 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1620948.500000 Penalty: 3109.582031
	Iteration 20F: 3 clusters Score -1620948 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1620970.625000 Penalty: 3109.582031
	Iteration 21Q: 3 clusters Score -1620971 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -1620988.875000 Penalty: 3109.582031
	Iteration 22Q: 3 clusters Score -1620989 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1621003.625000 Penalty: 3109.582031
	Iteration 23Q: 3 clusters Score -1621004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1621012.125000 Penalty: 3109.582031
	Iteration 24Q: 3 clusters Score -1621012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -1621019.625000 Penalty: 3109.582031
	Iteration 25Q: 3 clusters Score -1621020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1621029.625000 Penalty: 3109.582031
	Iteration 26Q: 3 clusters Score -1621030 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1621037.250000 Penalty: 3109.582031
	Iteration 27Q: 3 clusters Score -1621037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1621054.625000 Penalty: 3109.582031
	Iteration 28Q: 3 clusters Score -1621055 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1621066.000000 Penalty: 3109.582031
	Iteration 29Q: 3 clusters Score -1621066 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1621072.250000 Penalty: 3109.582031
	Iteration 30Q: 3 clusters Score -1621072 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1621076.875000 Penalty: 3109.582031
	Iteration 31Q: 3 clusters Score -1621077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1621083.625000 Penalty: 3109.582031
	Iteration 32Q: 3 clusters Score -1621084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1621086.500000 Penalty: 3109.582031
	Iteration 33Q: 3 clusters Score -1621086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1621086.875000 Penalty: 3109.582031
	Iteration 34Q: 3 clusters Score -1621087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1621092.750000 Penalty: 3109.582031
	Iteration 35Q: 3 clusters Score -1621093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1621096.375000 Penalty: 3109.582031
	Iteration 36Q: 3 clusters Score -1621096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1621097.250000 Penalty: 3109.582031
	Iteration 37Q: 3 clusters Score -1621097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1621095.250000 Penalty: 3109.582031
	Iteration 38Q: 3 clusters Score -1621095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1621099.625000 Penalty: 3109.582031
	Iteration 39Q: 3 clusters Score -1621100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1621099.125000 Penalty: 3109.582031
	Iteration 40F: 3 clusters Score -1621099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1621099.375000 Penalty: 3109.582031
	Iteration 41Q: 3 clusters Score -1621099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1621100.500000 Penalty: 3109.582031
	Iteration 42Q: 3 clusters Score -1621100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -1621107.500000 Penalty: 3109.582031
	Iteration 43Q: 3 clusters Score -1621108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1621113.375000 Penalty: 3109.582031
	Iteration 44Q: 3 clusters Score -1621113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1621112.875000 Penalty: 3109.582031
	Iteration 45Q: 3 clusters Score -1621113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1621114.875000 Penalty: 3109.582031
	Iteration 46Q: 3 clusters Score -1621115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1621115.125000 Penalty: 3109.582031
	Iteration 47Q: 3 clusters Score -1621115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1621118.250000 Penalty: 3109.582031
	Iteration 48Q: 3 clusters Score -1621118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1621122.000000 Penalty: 3109.582031
	Iteration 49Q: 3 clusters Score -1621122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1621122.125000 Penalty: 3109.582031
	Iteration 50Q: 3 clusters Score -1621122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -1621126.625000 Penalty: 3109.582031
	Iteration 51Q: 3 clusters Score -1621127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1621127.875000 Penalty: 3109.582031
	Iteration 52Q: 3 clusters Score -1621128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1621128.875000 Penalty: 3109.582031
	Iteration 53Q: 3 clusters Score -1621129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1621126.000000 Penalty: 3109.582031
	Iteration 54Q: 3 clusters Score -1621126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1621129.375000 Penalty: 3109.582031
	Iteration 55Q: 3 clusters Score -1621129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1621129.875000 Penalty: 3109.582031
	Iteration 56Q: 3 clusters Score -1621130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1621127.875000 Penalty: 3109.582031
	Iteration 57Q: 3 clusters Score -1621128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1621127.375000 Penalty: 3109.582031
	Iteration 58Q: 3 clusters Score -1621127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1621128.750000 Penalty: 3109.582031
	Iteration 59Q: 3 clusters Score -1621129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1621129.375000 Penalty: 3109.582031
	Iteration 60F: 3 clusters Score -1621129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1621128.875000 Penalty: 3109.582031
	Iteration 61Q: 3 clusters Score -1621129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1621128.125000 Penalty: 3109.582031
	Iteration 62Q: 3 clusters Score -1621128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1621130.125000 Penalty: 3109.582031
	Iteration 63Q: 3 clusters Score -1621130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1621129.250000 Penalty: 3109.582031
	Iteration 64Q: 3 clusters Score -1621129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1621129.625000 Penalty: 3109.582031
	Iteration 65Q: 3 clusters Score -1621130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -1621131.500000 Penalty: 3109.582031
	Iteration 66Q: 3 clusters Score -1621132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1621130.750000 Penalty: 3109.582031
	Iteration 67Q: 3 clusters Score -1621131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1621130.750000 Penalty: 3109.582031
	Iteration 68F: 3 clusters Score -1621131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Entering Unmasked Estep 
Score: -249708.328125 Penalty: 1240.736938
	Iteration 0F: 2 clusters Score -249708.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -247553.609375 Penalty: 2481.473877
	Iteration 0F: 3 clusters Score -247553.6 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -248044.187500 Penalty: 2481.473877
	Iteration 1F: 3 clusters Score -248044.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -248172.609375 Penalty: 2481.473877
	Iteration 2F: 3 clusters Score -248172.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -248265.515625 Penalty: 2481.473877
	Iteration 3F: 3 clusters Score -248265.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -248337.640625 Penalty: 2481.473877
	Iteration 4Q: 3 clusters Score -248337.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -248405.828125 Penalty: 2481.473877
	Iteration 5Q: 3 clusters Score -248405.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -248465.781250 Penalty: 2481.473877
	Iteration 6Q: 3 clusters Score -248465.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -248518.250000 Penalty: 2481.473877
	Iteration 7Q: 3 clusters Score -248518.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -248560.015625 Penalty: 2481.473877
	Iteration 8Q: 3 clusters Score -248560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -248594.078125 Penalty: 2481.473877
	Iteration 9Q: 3 clusters Score -248594.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -248613.890625 Penalty: 2481.473877
	Iteration 10Q: 3 clusters Score -248613.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -248642.703125 Penalty: 2481.473877
	Iteration 11Q: 3 clusters Score -248642.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -248657.640625 Penalty: 2481.473877
	Iteration 12Q: 3 clusters Score -248657.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -248667.703125 Penalty: 2481.473877
	Iteration 13Q: 3 clusters Score -248667.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -248676.984375 Penalty: 2481.473877
	Iteration 14Q: 3 clusters Score -248677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -248686.734375 Penalty: 2481.473877
	Iteration 15Q: 3 clusters Score -248686.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -248691.953125 Penalty: 2481.473877
	Iteration 16Q: 3 clusters Score -248692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -248694.984375 Penalty: 2481.473877
	Iteration 17Q: 3 clusters Score -248695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -248695.312500 Penalty: 2481.473877
	Iteration 18Q: 3 clusters Score -248695.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -248695.312500 Penalty: 2481.473877
	Iteration 19F: 3 clusters Score -248695.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -736551.875000 Penalty: 1413.372925
	Iteration 0F: 2 clusters Score -736551.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -731928.125000 Penalty: 2826.745850
	Iteration 0F: 3 clusters Score -731928.1 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -733373.562500 Penalty: 2826.745850
	Iteration 1F: 3 clusters Score -733373.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -733792.875000 Penalty: 2826.745850
	Iteration 2F: 3 clusters Score -733792.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -734246.125000 Penalty: 2826.745850
	Iteration 3F: 3 clusters Score -734246.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -734727.250000 Penalty: 2826.745850
	Iteration 4F: 3 clusters Score -734727.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -735144.375000 Penalty: 2826.745850
	Iteration 5F: 3 clusters Score -735144.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -735446.562500 Penalty: 2826.745850
	Iteration 6F: 3 clusters Score -735446.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -735640.062500 Penalty: 2826.745850
	Iteration 7Q: 3 clusters Score -735640.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -735746.000000 Penalty: 2826.745850
	Iteration 8Q: 3 clusters Score -735746 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -735800.125000 Penalty: 2826.745850
	Iteration 9Q: 3 clusters Score -735800.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -735827.562500 Penalty: 2826.745850
	Iteration 10Q: 3 clusters Score -735827.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -735840.687500 Penalty: 2826.745850
	Iteration 11Q: 3 clusters Score -735840.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -735852.000000 Penalty: 2826.745850
	Iteration 12Q: 3 clusters Score -735852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -735860.562500 Penalty: 2826.745850
	Iteration 13Q: 3 clusters Score -735860.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -735867.875000 Penalty: 2826.745850
	Iteration 14Q: 3 clusters Score -735867.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -735872.187500 Penalty: 2826.745850
	Iteration 15Q: 3 clusters Score -735872.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -735877.375000 Penalty: 2826.745850
	Iteration 16Q: 3 clusters Score -735877.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -735882.625000 Penalty: 2826.745850
	Iteration 17Q: 3 clusters Score -735882.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -735884.000000 Penalty: 2826.745850
	Iteration 18Q: 3 clusters Score -735884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -735887.687500 Penalty: 2826.745850
	Iteration 19Q: 3 clusters Score -735887.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -735889.875000 Penalty: 2826.745850
	Iteration 20F: 3 clusters Score -735889.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -735891.500000 Penalty: 2826.745850
	Iteration 21Q: 3 clusters Score -735891.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -735892.250000 Penalty: 2826.745850
	Iteration 22Q: 3 clusters Score -735892.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -735893.312500 Penalty: 2826.745850
	Iteration 23Q: 3 clusters Score -735893.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -735893.437500 Penalty: 2826.745850
	Iteration 24Q: 3 clusters Score -735893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -735894.125000 Penalty: 2826.745850
	Iteration 25Q: 3 clusters Score -735894.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -735895.250000 Penalty: 2826.745850
	Iteration 26Q: 3 clusters Score -735895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -735893.687500 Penalty: 2826.745850
	Iteration 27Q: 3 clusters Score -735893.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -735895.000000 Penalty: 2826.745850
	Iteration 28Q: 3 clusters Score -735895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -735895.812500 Penalty: 2826.745850
	Iteration 29Q: 3 clusters Score -735895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -735896.875000 Penalty: 2826.745850
	Iteration 30Q: 3 clusters Score -735896.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -735896.875000 Penalty: 2826.745850
	Iteration 31F: 3 clusters Score -735896.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Entering Unmasked Estep 
Score: -771640.687500 Penalty: 1423.522705
	Iteration 0F: 2 clusters Score -771640.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -766705.625000 Penalty: 2847.045410
	Iteration 0F: 3 clusters Score -766705.6 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -768182.562500 Penalty: 2847.045410
	Iteration 1F: 3 clusters Score -768182.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -768478.625000 Penalty: 2847.045410
	Iteration 2F: 3 clusters Score -768478.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -768737.250000 Penalty: 2847.045410
	Iteration 3F: 3 clusters Score -768737.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -768980.937500 Penalty: 2847.045410
	Iteration 4F: 3 clusters Score -768980.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -769226.000000 Penalty: 2847.045410
	Iteration 5F: 3 clusters Score -769226 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -769451.937500 Penalty: 2847.045410
	Iteration 6F: 3 clusters Score -769451.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -769668.625000 Penalty: 2847.045410
	Iteration 7Q: 3 clusters Score -769668.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -769884.750000 Penalty: 2847.045410
	Iteration 8Q: 3 clusters Score -769884.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -770105.625000 Penalty: 2847.045410
	Iteration 9Q: 3 clusters Score -770105.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -770364.187500 Penalty: 2847.045410
	Iteration 10Q: 3 clusters Score -770364.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -770618.312500 Penalty: 2847.045410
	Iteration 11Q: 3 clusters Score -770618.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -770869.437500 Penalty: 2847.045410
	Iteration 12Q: 3 clusters Score -770869.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -771035.812500 Penalty: 2847.045410
	Iteration 13Q: 3 clusters Score -771035.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -771141.437500 Penalty: 2847.045410
	Iteration 14Q: 3 clusters Score -771141.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -771208.125000 Penalty: 2847.045410
	Iteration 15Q: 3 clusters Score -771208.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -771260.250000 Penalty: 2847.045410
	Iteration 16Q: 3 clusters Score -771260.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -771294.500000 Penalty: 2847.045410
	Iteration 17Q: 3 clusters Score -771294.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -771324.375000 Penalty: 2847.045410
	Iteration 18Q: 3 clusters Score -771324.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -771348.812500 Penalty: 2847.045410
	Iteration 19Q: 3 clusters Score -771348.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -771363.312500 Penalty: 2847.045410
	Iteration 20F: 3 clusters Score -771363.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -771377.875000 Penalty: 2847.045410
	Iteration 21Q: 3 clusters Score -771377.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -771391.000000 Penalty: 2847.045410
	Iteration 22Q: 3 clusters Score -771391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -771404.500000 Penalty: 2847.045410
	Iteration 23Q: 3 clusters Score -771404.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -771413.500000 Penalty: 2847.045410
	Iteration 24Q: 3 clusters Score -771413.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -771421.812500 Penalty: 2847.045410
	Iteration 25Q: 3 clusters Score -771421.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -771426.000000 Penalty: 2847.045410
	Iteration 26Q: 3 clusters Score -771426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -771425.875000 Penalty: 2847.045410
	Iteration 27Q: 3 clusters Score -771425.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -771429.812500 Penalty: 2847.045410
	Iteration 28Q: 3 clusters Score -771429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -771434.812500 Penalty: 2847.045410
	Iteration 29Q: 3 clusters Score -771434.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -771438.562500 Penalty: 2847.045410
	Iteration 30Q: 3 clusters Score -771438.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -771443.000000 Penalty: 2847.045410
	Iteration 31Q: 3 clusters Score -771443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -771446.187500 Penalty: 2847.045410
	Iteration 32Q: 3 clusters Score -771446.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -771448.687500 Penalty: 2847.045410
	Iteration 33Q: 3 clusters Score -771448.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -771451.937500 Penalty: 2847.045410
	Iteration 34Q: 3 clusters Score -771451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -771451.375000 Penalty: 2847.045410
	Iteration 35Q: 3 clusters Score -771451.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -771451.562500 Penalty: 2847.045410
	Iteration 36Q: 3 clusters Score -771451.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -771452.812500 Penalty: 2847.045410
	Iteration 37Q: 3 clusters Score -771452.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -771452.250000 Penalty: 2847.045410
	Iteration 38Q: 3 clusters Score -771452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -771452.062500 Penalty: 2847.045410
	Iteration 39Q: 3 clusters Score -771452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -771452.562500 Penalty: 2847.045410
	Iteration 40F: 3 clusters Score -771452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -771454.000000 Penalty: 2847.045410
	Iteration 41Q: 3 clusters Score -771454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -771453.687500 Penalty: 2847.045410
	Iteration 42Q: 3 clusters Score -771453.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -771455.250000 Penalty: 2847.045410
	Iteration 43Q: 3 clusters Score -771455.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -771457.375000 Penalty: 2847.045410
	Iteration 44Q: 3 clusters Score -771457.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -771456.687500 Penalty: 2847.045410
	Iteration 45Q: 3 clusters Score -771456.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -771456.187500 Penalty: 2847.045410
	Iteration 46Q: 3 clusters Score -771456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -771458.625000 Penalty: 2847.045410
	Iteration 47Q: 3 clusters Score -771458.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -771458.500000 Penalty: 2847.045410
	Iteration 48Q: 3 clusters Score -771458.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -771460.750000 Penalty: 2847.045410
	Iteration 49Q: 3 clusters Score -771460.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -771461.500000 Penalty: 2847.045410
	Iteration 50Q: 3 clusters Score -771461.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -771465.250000 Penalty: 2847.045410
	Iteration 51Q: 3 clusters Score -771465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -771466.062500 Penalty: 2847.045410
	Iteration 52Q: 3 clusters Score -771466.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -771467.562500 Penalty: 2847.045410
	Iteration 53Q: 3 clusters Score -771467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -771468.875000 Penalty: 2847.045410
	Iteration 54Q: 3 clusters Score -771468.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -771471.625000 Penalty: 2847.045410
	Iteration 55Q: 3 clusters Score -771471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -771473.875000 Penalty: 2847.045410
	Iteration 56Q: 3 clusters Score -771473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -771475.187500 Penalty: 2847.045410
	Iteration 57Q: 3 clusters Score -771475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -771477.312500 Penalty: 2847.045410
	Iteration 58Q: 3 clusters Score -771477.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -771484.500000 Penalty: 2847.045410
	Iteration 59Q: 3 clusters Score -771484.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -771489.312500 Penalty: 2847.045410
	Iteration 60F: 3 clusters Score -771489.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -771501.625000 Penalty: 2847.045410
	Iteration 61Q: 3 clusters Score -771501.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -771522.000000 Penalty: 2847.045410
	Iteration 62Q: 3 clusters Score -771522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -771599.187500 Penalty: 2847.045410
	Iteration 63Q: 3 clusters Score -771599.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -771692.312500 Penalty: 2847.045410
	Iteration 64Q: 3 clusters Score -771692.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -771715.437500 Penalty: 2847.045410
	Iteration 65Q: 3 clusters Score -771715.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -771722.625000 Penalty: 2847.045410
	Iteration 66Q: 3 clusters Score -771722.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -771724.812500 Penalty: 2847.045410
	Iteration 67Q: 3 clusters Score -771724.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -771726.750000 Penalty: 2847.045410
	Iteration 68Q: 3 clusters Score -771726.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -771726.062500 Penalty: 2847.045410
	Iteration 69Q: 3 clusters Score -771726.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -771727.062500 Penalty: 2847.045410
	Iteration 70Q: 3 clusters Score -771727.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -771727.500000 Penalty: 2847.045410
	Iteration 71Q: 3 clusters Score -771727.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -771728.437500 Penalty: 2847.045410
	Iteration 72Q: 3 clusters Score -771728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -771728.437500 Penalty: 2847.045410
	Iteration 73F: 3 clusters Score -771728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10856 members 
Mstep: Class 5 contains 59711 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 46347 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 3295 members 
Mstep: Class 13 contains 34488 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 14811 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27761 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70814 members 
Mstep: Class 25 contains 14299 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 1521 members 
Mstep: Class 29 contains 20111 members 
Mstep: Class 30 contains 1306 members 
Mstep: Class 31 contains 1032 members 
Mstep: Class 32 contains 1017 members 
Mstep: Class 33 contains 4854 members 
Entering Unmasked Estep 
Score: -48240056.000000 Penalty: 69198.960938
Splitting cluster 28 changes total score from -48240412.000000 to -48240056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 29 (20111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Entering Unmasked Estep 
Score: -2471880.500000 Penalty: 1610.216187
	Iteration 0F: 2 clusters Score -2471880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2458132.000000 Penalty: 3220.432373
	Iteration 0F: 3 clusters Score -2458132 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -2463024.750000 Penalty: 3220.432373
	Iteration 1F: 3 clusters Score -2463025 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2463274.250000 Penalty: 3220.432373
	Iteration 2Q: 3 clusters Score -2463274 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2463501.500000 Penalty: 3220.432373
	Iteration 3Q: 3 clusters Score -2463502 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2463735.250000 Penalty: 3220.432373
	Iteration 4Q: 3 clusters Score -2463735 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2464023.750000 Penalty: 3220.432373
	Iteration 5Q: 3 clusters Score -2464024 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2464370.000000 Penalty: 3220.432373
	Iteration 6Q: 3 clusters Score -2464370 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2464816.000000 Penalty: 3220.432373
	Iteration 7Q: 3 clusters Score -2464816 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2465368.750000 Penalty: 3220.432373
	Iteration 8Q: 3 clusters Score -2465369 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2466036.000000 Penalty: 3220.432373
	Iteration 9F: 3 clusters Score -2466036 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2466772.500000 Penalty: 3220.432373
	Iteration 10F: 3 clusters Score -2466772 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -2467547.000000 Penalty: 3220.432373
	Iteration 11Q: 3 clusters Score -2467547 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -2468237.000000 Penalty: 3220.432373
	Iteration 12Q: 3 clusters Score -2468237 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2468728.750000 Penalty: 3220.432373
	Iteration 13Q: 3 clusters Score -2468729 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2469042.750000 Penalty: 3220.432373
	Iteration 14Q: 3 clusters Score -2469043 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2469210.000000 Penalty: 3220.432373
	Iteration 15Q: 3 clusters Score -2469210 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2469293.500000 Penalty: 3220.432373
	Iteration 16Q: 3 clusters Score -2469294 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2469357.000000 Penalty: 3220.432373
	Iteration 17Q: 3 clusters Score -2469357 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2469418.750000 Penalty: 3220.432373
	Iteration 18Q: 3 clusters Score -2469419 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2469459.250000 Penalty: 3220.432373
	Iteration 19Q: 3 clusters Score -2469459 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -2469497.000000 Penalty: 3220.432373
	Iteration 20F: 3 clusters Score -2469497 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2469535.750000 Penalty: 3220.432373
	Iteration 21Q: 3 clusters Score -2469536 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -2469558.000000 Penalty: 3220.432373
	Iteration 22Q: 3 clusters Score -2469558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2469580.500000 Penalty: 3220.432373
	Iteration 23Q: 3 clusters Score -2469580 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2469609.250000 Penalty: 3220.432373
	Iteration 24Q: 3 clusters Score -2469609 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -2469640.250000 Penalty: 3220.432373
	Iteration 25Q: 3 clusters Score -2469640 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2469674.000000 Penalty: 3220.432373
	Iteration 26Q: 3 clusters Score -2469674 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -2469698.750000 Penalty: 3220.432373
	Iteration 27Q: 3 clusters Score -2469699 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2469723.000000 Penalty: 3220.432373
	Iteration 28Q: 3 clusters Score -2469723 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2469751.250000 Penalty: 3220.432373
	Iteration 29Q: 3 clusters Score -2469751 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -2469782.000000 Penalty: 3220.432373
	Iteration 30Q: 3 clusters Score -2469782 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2469808.750000 Penalty: 3220.432373
	Iteration 31Q: 3 clusters Score -2469809 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2469834.250000 Penalty: 3220.432373
	Iteration 32Q: 3 clusters Score -2469834 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2469865.500000 Penalty: 3220.432373
	Iteration 33Q: 3 clusters Score -2469866 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2469886.250000 Penalty: 3220.432373
	Iteration 34Q: 3 clusters Score -2469886 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2469906.000000 Penalty: 3220.432373
	Iteration 35Q: 3 clusters Score -2469906 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2469924.750000 Penalty: 3220.432373
	Iteration 36Q: 3 clusters Score -2469925 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2469947.500000 Penalty: 3220.432373
	Iteration 37Q: 3 clusters Score -2469948 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2469957.250000 Penalty: 3220.432373
	Iteration 38Q: 3 clusters Score -2469957 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -2469977.750000 Penalty: 3220.432373
	Iteration 39Q: 3 clusters Score -2469978 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2470003.250000 Penalty: 3220.432373
	Iteration 40F: 3 clusters Score -2470003 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2470017.250000 Penalty: 3220.432373
	Iteration 41Q: 3 clusters Score -2470017 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2470037.750000 Penalty: 3220.432373
	Iteration 42Q: 3 clusters Score -2470038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2470056.750000 Penalty: 3220.432373
	Iteration 43Q: 3 clusters Score -2470057 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2470075.000000 Penalty: 3220.432373
	Iteration 44Q: 3 clusters Score -2470075 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2470095.750000 Penalty: 3220.432373
	Iteration 45Q: 3 clusters Score -2470096 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2470105.500000 Penalty: 3220.432373
	Iteration 46Q: 3 clusters Score -2470106 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2470103.000000 Penalty: 3220.432373
	Iteration 47Q: 3 clusters Score -2470103 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2470118.500000 Penalty: 3220.432373
	Iteration 48Q: 3 clusters Score -2470118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2470131.750000 Penalty: 3220.432373
	Iteration 49Q: 3 clusters Score -2470132 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2470137.750000 Penalty: 3220.432373
	Iteration 50Q: 3 clusters Score -2470138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2470140.750000 Penalty: 3220.432373
	Iteration 51Q: 3 clusters Score -2470141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2470149.250000 Penalty: 3220.432373
	Iteration 52Q: 3 clusters Score -2470149 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2470150.500000 Penalty: 3220.432373
	Iteration 53Q: 3 clusters Score -2470150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2470154.500000 Penalty: 3220.432373
	Iteration 54Q: 3 clusters Score -2470154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2470158.000000 Penalty: 3220.432373
	Iteration 55Q: 3 clusters Score -2470158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2470165.750000 Penalty: 3220.432373
	Iteration 56Q: 3 clusters Score -2470166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2470162.750000 Penalty: 3220.432373
	Iteration 57Q: 3 clusters Score -2470163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2470169.500000 Penalty: 3220.432373
	Iteration 58Q: 3 clusters Score -2470170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2470174.250000 Penalty: 3220.432373
	Iteration 59Q: 3 clusters Score -2470174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -2470174.000000 Penalty: 3220.432373
	Iteration 60F: 3 clusters Score -2470174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2470179.750000 Penalty: 3220.432373
	Iteration 61Q: 3 clusters Score -2470180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2470173.750000 Penalty: 3220.432373
	Iteration 62Q: 3 clusters Score -2470174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2470179.000000 Penalty: 3220.432373
	Iteration 63Q: 3 clusters Score -2470179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2470176.000000 Penalty: 3220.432373
	Iteration 64Q: 3 clusters Score -2470176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2470189.500000 Penalty: 3220.432373
	Iteration 65Q: 3 clusters Score -2470190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2470191.250000 Penalty: 3220.432373
	Iteration 66Q: 3 clusters Score -2470191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2470193.000000 Penalty: 3220.432373
	Iteration 67Q: 3 clusters Score -2470193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2470190.500000 Penalty: 3220.432373
	Iteration 68Q: 3 clusters Score -2470190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2470191.250000 Penalty: 3220.432373
	Iteration 69Q: 3 clusters Score -2470191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2470195.500000 Penalty: 3220.432373
	Iteration 70Q: 3 clusters Score -2470196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -2470195.500000 Penalty: 3220.432373
	Iteration 71Q: 3 clusters Score -2470196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2470197.000000 Penalty: 3220.432373
	Iteration 72Q: 3 clusters Score -2470197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2470201.000000 Penalty: 3220.432373
	Iteration 73Q: 3 clusters Score -2470201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2470209.750000 Penalty: 3220.432373
	Iteration 74Q: 3 clusters Score -2470210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2470215.000000 Penalty: 3220.432373
	Iteration 75Q: 3 clusters Score -2470215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2470221.000000 Penalty: 3220.432373
	Iteration 76Q: 3 clusters Score -2470221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2470220.250000 Penalty: 3220.432373
	Iteration 77Q: 3 clusters Score -2470220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -2470224.500000 Penalty: 3220.432373
	Iteration 78Q: 3 clusters Score -2470224 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2470226.000000 Penalty: 3220.432373
	Iteration 79Q: 3 clusters Score -2470226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2470228.500000 Penalty: 3220.432373
	Iteration 80F: 3 clusters Score -2470228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2470231.000000 Penalty: 3220.432373
	Iteration 81Q: 3 clusters Score -2470231 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2470235.250000 Penalty: 3220.432373
	Iteration 82Q: 3 clusters Score -2470235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2470234.750000 Penalty: 3220.432373
	Iteration 83Q: 3 clusters Score -2470235 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2470239.000000 Penalty: 3220.432373
	Iteration 84Q: 3 clusters Score -2470239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2470240.250000 Penalty: 3220.432373
	Iteration 85Q: 3 clusters Score -2470240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2470250.750000 Penalty: 3220.432373
	Iteration 86Q: 3 clusters Score -2470251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2470257.750000 Penalty: 3220.432373
	Iteration 87Q: 3 clusters Score -2470258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2470265.000000 Penalty: 3220.432373
	Iteration 88Q: 3 clusters Score -2470265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2470270.500000 Penalty: 3220.432373
	Iteration 89Q: 3 clusters Score -2470270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -2470274.000000 Penalty: 3220.432373
	Iteration 90Q: 3 clusters Score -2470274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2470281.000000 Penalty: 3220.432373
	Iteration 91Q: 3 clusters Score -2470281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2470286.000000 Penalty: 3220.432373
	Iteration 92Q: 3 clusters Score -2470286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2470286.250000 Penalty: 3220.432373
	Iteration 93Q: 3 clusters Score -2470286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2470289.750000 Penalty: 3220.432373
	Iteration 94Q: 3 clusters Score -2470290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -2470291.500000 Penalty: 3220.432373
	Iteration 95Q: 3 clusters Score -2470292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2470289.500000 Penalty: 3220.432373
	Iteration 96Q: 3 clusters Score -2470290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2470294.500000 Penalty: 3220.432373
	Iteration 97Q: 3 clusters Score -2470294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2470300.250000 Penalty: 3220.432373
	Iteration 98Q: 3 clusters Score -2470300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2470308.000000 Penalty: 3220.432373
	Iteration 99Q: 3 clusters Score -2470308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2470304.750000 Penalty: 3220.432373
	Iteration 100F: 3 clusters Score -2470305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2470310.000000 Penalty: 3220.432373
	Iteration 101Q: 3 clusters Score -2470310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2470313.000000 Penalty: 3220.432373
	Iteration 102Q: 3 clusters Score -2470313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2470318.750000 Penalty: 3220.432373
	Iteration 103Q: 3 clusters Score -2470319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2470326.250000 Penalty: 3220.432373
	Iteration 104Q: 3 clusters Score -2470326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -2470330.000000 Penalty: 3220.432373
	Iteration 105Q: 3 clusters Score -2470330 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2470330.000000 Penalty: 3220.432373
	Iteration 106Q: 3 clusters Score -2470330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2470331.500000 Penalty: 3220.432373
	Iteration 107Q: 3 clusters Score -2470332 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2470332.250000 Penalty: 3220.432373
	Iteration 108Q: 3 clusters Score -2470332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2470343.750000 Penalty: 3220.432373
	Iteration 109Q: 3 clusters Score -2470344 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2470351.000000 Penalty: 3220.432373
	Iteration 110Q: 3 clusters Score -2470351 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2470359.750000 Penalty: 3220.432373
	Iteration 111Q: 3 clusters Score -2470360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2470373.250000 Penalty: 3220.432373
	Iteration 112Q: 3 clusters Score -2470373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2470383.250000 Penalty: 3220.432373
	Iteration 113Q: 3 clusters Score -2470383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2470395.750000 Penalty: 3220.432373
	Iteration 114Q: 3 clusters Score -2470396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2470402.500000 Penalty: 3220.432373
	Iteration 115Q: 3 clusters Score -2470402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2470410.500000 Penalty: 3220.432373
	Iteration 116Q: 3 clusters Score -2470410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2470419.500000 Penalty: 3220.432373
	Iteration 117Q: 3 clusters Score -2470420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2470420.500000 Penalty: 3220.432373
	Iteration 118Q: 3 clusters Score -2470420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -2470423.750000 Penalty: 3220.432373
	Iteration 119Q: 3 clusters Score -2470424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2470434.500000 Penalty: 3220.432373
	Iteration 120F: 3 clusters Score -2470434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2470439.000000 Penalty: 3220.432373
	Iteration 121Q: 3 clusters Score -2470439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -2470440.500000 Penalty: 3220.432373
	Iteration 122Q: 3 clusters Score -2470440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2470439.500000 Penalty: 3220.432373
	Iteration 123Q: 3 clusters Score -2470440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2470451.750000 Penalty: 3220.432373
	Iteration 124Q: 3 clusters Score -2470452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2470451.500000 Penalty: 3220.432373
	Iteration 125Q: 3 clusters Score -2470452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2470454.500000 Penalty: 3220.432373
	Iteration 126Q: 3 clusters Score -2470454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2470457.750000 Penalty: 3220.432373
	Iteration 127Q: 3 clusters Score -2470458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2470460.500000 Penalty: 3220.432373
	Iteration 128Q: 3 clusters Score -2470460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2470468.500000 Penalty: 3220.432373
	Iteration 129Q: 3 clusters Score -2470468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2470474.500000 Penalty: 3220.432373
	Iteration 130Q: 3 clusters Score -2470474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2470482.750000 Penalty: 3220.432373
	Iteration 131Q: 3 clusters Score -2470483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2470486.750000 Penalty: 3220.432373
	Iteration 132Q: 3 clusters Score -2470487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2470495.250000 Penalty: 3220.432373
	Iteration 133Q: 3 clusters Score -2470495 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2470495.750000 Penalty: 3220.432373
	Iteration 134Q: 3 clusters Score -2470496 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2470497.500000 Penalty: 3220.432373
	Iteration 135Q: 3 clusters Score -2470498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2470506.500000 Penalty: 3220.432373
	Iteration 136Q: 3 clusters Score -2470506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2470509.000000 Penalty: 3220.432373
	Iteration 137Q: 3 clusters Score -2470509 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -2470513.000000 Penalty: 3220.432373
	Iteration 138Q: 3 clusters Score -2470513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2470519.000000 Penalty: 3220.432373
	Iteration 139Q: 3 clusters Score -2470519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2470526.750000 Penalty: 3220.432373
	Iteration 140F: 3 clusters Score -2470527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2470529.500000 Penalty: 3220.432373
	Iteration 141Q: 3 clusters Score -2470530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2470533.250000 Penalty: 3220.432373
	Iteration 142Q: 3 clusters Score -2470533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2470531.000000 Penalty: 3220.432373
	Iteration 143Q: 3 clusters Score -2470531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2470542.000000 Penalty: 3220.432373
	Iteration 144Q: 3 clusters Score -2470542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2470541.000000 Penalty: 3220.432373
	Iteration 145Q: 3 clusters Score -2470541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2470542.500000 Penalty: 3220.432373
	Iteration 146Q: 3 clusters Score -2470542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2470542.500000 Penalty: 3220.432373
	Iteration 147F: 3 clusters Score -2470542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Entering Unmasked Estep 
Score: -162597.828125 Penalty: 1165.892700
	Iteration 0F: 2 clusters Score -162597.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160957.140625 Penalty: 2331.785400
	Iteration 0F: 3 clusters Score -160957.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -161222.593750 Penalty: 2331.785400
	Iteration 1F: 3 clusters Score -161222.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -161289.265625 Penalty: 2331.785400
	Iteration 2F: 3 clusters Score -161289.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -161321.093750 Penalty: 2331.785400
	Iteration 3Q: 3 clusters Score -161321.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -161339.265625 Penalty: 2331.785400
	Iteration 4Q: 3 clusters Score -161339.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -161355.578125 Penalty: 2331.785400
	Iteration 5Q: 3 clusters Score -161355.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -161367.828125 Penalty: 2331.785400
	Iteration 6Q: 3 clusters Score -161367.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -161374.546875 Penalty: 2331.785400
	Iteration 7Q: 3 clusters Score -161374.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -161382.609375 Penalty: 2331.785400
	Iteration 8Q: 3 clusters Score -161382.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -161392.890625 Penalty: 2331.785400
	Iteration 9Q: 3 clusters Score -161392.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -161411.765625 Penalty: 2331.785400
	Iteration 10Q: 3 clusters Score -161411.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -161422.609375 Penalty: 2331.785400
	Iteration 11Q: 3 clusters Score -161422.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -161429.328125 Penalty: 2331.785400
	Iteration 12Q: 3 clusters Score -161429.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -161433.859375 Penalty: 2331.785400
	Iteration 13Q: 3 clusters Score -161433.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -161435.687500 Penalty: 2331.785400
	Iteration 14Q: 3 clusters Score -161435.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -161439.109375 Penalty: 2331.785400
	Iteration 15Q: 3 clusters Score -161439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -161446.140625 Penalty: 2331.785400
	Iteration 16Q: 3 clusters Score -161446.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -161453.093750 Penalty: 2331.785400
	Iteration 17Q: 3 clusters Score -161453.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -161459.187500 Penalty: 2331.785400
	Iteration 18Q: 3 clusters Score -161459.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -161462.234375 Penalty: 2331.785400
	Iteration 19Q: 3 clusters Score -161462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -161462.234375 Penalty: 2331.785400
	Iteration 20F: 3 clusters Score -161462.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10856 members 
Mstep: Class 5 contains 59711 members 
Mstep: Class 6 contains 3305 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 46347 members 
Mstep: Class 10 contains 8273 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 12 contains 3295 members 
Mstep: Class 13 contains 34488 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 3885 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 14811 members 
Mstep: Class 19 contains 2039 members 
Mstep: Class 20 contains 27761 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1390 members 
Mstep: Class 24 contains 70814 members 
Mstep: Class 25 contains 14299 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 6375 members 
Mstep: Class 29 contains 20111 members 
Mstep: Class 30 contains 1306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48241020.000000 Penalty: 67102.023438
Iteration 79Q: 33 clusters Score -4.824102e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 14964 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 10854 members 
Mstep: Class 5 contains 59717 members 
Mstep: Class 6 contains 3286 members 
Mstep: Class 7 contains 2279 members 
Mstep: Class 8 contains 2411 members 
Mstep: Class 9 contains 46349 members 
Mstep: Class 10 contains 8277 members 
Mstep: Class 11 contains 1646 members 
Mstep: Class 12 contains 3272 members 
Mstep: Class 13 contains 34486 members 
Mstep: Class 14 contains 6160 members 
Mstep: Class 15 contains 15469 members 
Mstep: Class 16 contains 3887 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 14806 members 
Mstep: Class 19 contains 2027 members 
Mstep: Class 20 contains 27774 members 
Mstep: Class 21 contains 8778 members 
Mstep: Class 22 contains 2315 members 
Mstep: Class 23 contains 1366 members 
Mstep: Class 24 contains 70817 members 
Mstep: Class 25 contains 14287 members 
Mstep: Class 26 contains 2070 members 
Mstep: Class 27 contains 5989 members 
Mstep: Class 28 contains 6369 members 
Mstep: Class 29 contains 20103 members 
Mstep: Class 30 contains 1306 members 
Mstep: Class 31 contains 1003 members 
Mstep: Class 32 contains 968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48241944.000000 Penalty: 67102.023438
Iteration 80F: 33 clusters Score -4.824194e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 14909 members 
Mstep: Class 3 contains 3171 members 
Mstep: Class 4 contains 10854 members 
Mstep: Class 5 contains 59711 members 
Mstep: Class 6 contains 3271 members 
Mstep: Class 7 contains 2254 members 
Mstep: Class 8 contains 2403 members 
Mstep: Class 9 contains 46355 members 
Mstep: Class 10 contains 8233 members 
Mstep: Class 11 contains 1744 members 
Mstep: Class 12 contains 3257 members 
Mstep: Class 13 contains 34496 members 
Mstep: Class 14 contains 6150 members 
Mstep: Class 15 contains 15465 members 
Mstep: Class 16 contains 3852 members 
Mstep: Class 17 contains 4354 members 
Mstep: Class 18 contains 14803 members 
Mstep: Class 19 contains 2021 members 
Mstep: Class 20 contains 27789 members 
Mstep: Class 21 contains 8771 members 
Mstep: Class 22 contains 2312 members 
Mstep: Class 23 contains 1351 members 
Mstep: Class 24 contains 70810 members 
Mstep: Class 25 contains 14149 members 
Mstep: Class 26 contains 2050 members 
Mstep: Class 27 contains 5919 members 
Mstep: Class 28 contains 6373 members 
Mstep: Class 29 contains 20093 members 
Mstep: Class 30 contains 1301 members 
Mstep: Class 31 contains 1391 members 
Mstep: Class 32 contains 1018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242444.000000 Penalty: 67102.023438
Iteration 81Q: 33 clusters Score -4.824244e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 14884 members 
Mstep: Class 3 contains 3159 members 
Mstep: Class 4 contains 10853 members 
Mstep: Class 5 contains 59700 members 
Mstep: Class 6 contains 3270 members 
Mstep: Class 7 contains 2234 members 
Mstep: Class 8 contains 2393 members 
Mstep: Class 9 contains 46350 members 
Mstep: Class 10 contains 8239 members 
Mstep: Class 11 contains 1821 members 
Mstep: Class 12 contains 3252 members 
Mstep: Class 13 contains 34500 members 
Mstep: Class 14 contains 6152 members 
Mstep: Class 15 contains 15464 members 
Mstep: Class 16 contains 3826 members 
Mstep: Class 17 contains 4345 members 
Mstep: Class 18 contains 14795 members 
Mstep: Class 19 contains 2018 members 
Mstep: Class 20 contains 27804 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 1343 members 
Mstep: Class 24 contains 70791 members 
Mstep: Class 25 contains 14086 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5875 members 
Mstep: Class 28 contains 6369 members 
Mstep: Class 29 contains 20079 members 
Mstep: Class 30 contains 1298 members 
Mstep: Class 31 contains 1597 members 
Mstep: Class 32 contains 1050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242712.000000 Penalty: 67102.023438
Iteration 82Q: 33 clusters Score -4.824271e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14881 members 
Mstep: Class 3 contains 3150 members 
Mstep: Class 4 contains 10845 members 
Mstep: Class 5 contains 59686 members 
Mstep: Class 6 contains 3270 members 
Mstep: Class 7 contains 2222 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 46335 members 
Mstep: Class 10 contains 8237 members 
Mstep: Class 11 contains 1865 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 34510 members 
Mstep: Class 14 contains 6149 members 
Mstep: Class 15 contains 15459 members 
Mstep: Class 16 contains 3808 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 14789 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 27814 members 
Mstep: Class 21 contains 8753 members 
Mstep: Class 22 contains 2319 members 
Mstep: Class 23 contains 1341 members 
Mstep: Class 24 contains 70792 members 
Mstep: Class 25 contains 14045 members 
Mstep: Class 26 contains 2038 members 
Mstep: Class 27 contains 5842 members 
Mstep: Class 28 contains 6367 members 
Mstep: Class 29 contains 20073 members 
Mstep: Class 30 contains 1292 members 
Mstep: Class 31 contains 1750 members 
Mstep: Class 32 contains 1079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242664.000000 Penalty: 67102.023438
Iteration 83Q: 33 clusters Score -4.824266e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14878 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 10836 members 
Mstep: Class 5 contains 59670 members 
Mstep: Class 6 contains 3270 members 
Mstep: Class 7 contains 2207 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 46329 members 
Mstep: Class 10 contains 8237 members 
Mstep: Class 11 contains 1896 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 34520 members 
Mstep: Class 14 contains 6155 members 
Mstep: Class 15 contains 15449 members 
Mstep: Class 16 contains 3792 members 
Mstep: Class 17 contains 4333 members 
Mstep: Class 18 contains 14787 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 27814 members 
Mstep: Class 21 contains 8748 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1343 members 
Mstep: Class 24 contains 70793 members 
Mstep: Class 25 contains 14024 members 
Mstep: Class 26 contains 2036 members 
Mstep: Class 27 contains 5819 members 
Mstep: Class 28 contains 6373 members 
Mstep: Class 29 contains 20065 members 
Mstep: Class 30 contains 1287 members 
Mstep: Class 31 contains 1864 members 
Mstep: Class 32 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242760.000000 Penalty: 67102.023438
Iteration 84Q: 33 clusters Score -4.824276e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 14883 members 
Mstep: Class 3 contains 3140 members 
Mstep: Class 4 contains 10832 members 
Mstep: Class 5 contains 59657 members 
Mstep: Class 6 contains 3272 members 
Mstep: Class 7 contains 2199 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 46323 members 
Mstep: Class 10 contains 8250 members 
Mstep: Class 11 contains 1932 members 
Mstep: Class 12 contains 3239 members 
Mstep: Class 13 contains 34520 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 15446 members 
Mstep: Class 16 contains 3770 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 14781 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 27823 members 
Mstep: Class 21 contains 8742 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1343 members 
Mstep: Class 24 contains 70793 members 
Mstep: Class 25 contains 14009 members 
Mstep: Class 26 contains 2036 members 
Mstep: Class 27 contains 5807 members 
Mstep: Class 28 contains 6368 members 
Mstep: Class 29 contains 20055 members 
Mstep: Class 30 contains 1286 members 
Mstep: Class 31 contains 1944 members 
Mstep: Class 32 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242912.000000 Penalty: 67102.023438
Iteration 85Q: 33 clusters Score -4.824291e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14884 members 
Mstep: Class 3 contains 3137 members 
Mstep: Class 4 contains 10829 members 
Mstep: Class 5 contains 59634 members 
Mstep: Class 6 contains 3274 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 2344 members 
Mstep: Class 9 contains 46317 members 
Mstep: Class 10 contains 8262 members 
Mstep: Class 11 contains 1960 members 
Mstep: Class 12 contains 3242 members 
Mstep: Class 13 contains 34521 members 
Mstep: Class 14 contains 6157 members 
Mstep: Class 15 contains 15442 members 
Mstep: Class 16 contains 3754 members 
Mstep: Class 17 contains 4319 members 
Mstep: Class 18 contains 14773 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 27835 members 
Mstep: Class 21 contains 8738 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 1343 members 
Mstep: Class 24 contains 70810 members 
Mstep: Class 25 contains 14000 members 
Mstep: Class 26 contains 2036 members 
Mstep: Class 27 contains 5803 members 
Mstep: Class 28 contains 6364 members 
Mstep: Class 29 contains 20042 members 
Mstep: Class 30 contains 1285 members 
Mstep: Class 31 contains 1998 members 
Mstep: Class 32 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243068.000000 Penalty: 67102.023438
Iteration 86Q: 33 clusters Score -4.824307e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14881 members 
Mstep: Class 3 contains 3136 members 
Mstep: Class 4 contains 10824 members 
Mstep: Class 5 contains 59616 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 2183 members 
Mstep: Class 8 contains 2339 members 
Mstep: Class 9 contains 46311 members 
Mstep: Class 10 contains 8267 members 
Mstep: Class 11 contains 1982 members 
Mstep: Class 12 contains 3243 members 
Mstep: Class 13 contains 34525 members 
Mstep: Class 14 contains 6161 members 
Mstep: Class 15 contains 15438 members 
Mstep: Class 16 contains 3745 members 
Mstep: Class 17 contains 4310 members 
Mstep: Class 18 contains 14769 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 27837 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 1343 members 
Mstep: Class 24 contains 70822 members 
Mstep: Class 25 contains 13988 members 
Mstep: Class 26 contains 2040 members 
Mstep: Class 27 contains 5799 members 
Mstep: Class 28 contains 6362 members 
Mstep: Class 29 contains 20036 members 
Mstep: Class 30 contains 1284 members 
Mstep: Class 31 contains 2047 members 
Mstep: Class 32 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242960.000000 Penalty: 67102.023438
Iteration 87Q: 33 clusters Score -4.824296e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14882 members 
Mstep: Class 3 contains 3136 members 
Mstep: Class 4 contains 10817 members 
Mstep: Class 5 contains 59599 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 2179 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 46309 members 
Mstep: Class 10 contains 8272 members 
Mstep: Class 11 contains 1991 members 
Mstep: Class 12 contains 3246 members 
Mstep: Class 13 contains 34524 members 
Mstep: Class 14 contains 6162 members 
Mstep: Class 15 contains 15436 members 
Mstep: Class 16 contains 3737 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 18 contains 14771 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 27841 members 
Mstep: Class 21 contains 8731 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 1343 members 
Mstep: Class 24 contains 70826 members 
Mstep: Class 25 contains 13992 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5794 members 
Mstep: Class 28 contains 6365 members 
Mstep: Class 29 contains 20031 members 
Mstep: Class 30 contains 1284 members 
Mstep: Class 31 contains 2081 members 
Mstep: Class 32 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242964.000000 Penalty: 67102.023438
Iteration 88Q: 33 clusters Score -4.824296e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 14882 members 
Mstep: Class 3 contains 3136 members 
Mstep: Class 4 contains 10807 members 
Mstep: Class 5 contains 59587 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 9 contains 46312 members 
Mstep: Class 10 contains 8280 members 
Mstep: Class 11 contains 1997 members 
Mstep: Class 12 contains 3248 members 
Mstep: Class 13 contains 34524 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 15434 members 
Mstep: Class 16 contains 3733 members 
Mstep: Class 17 contains 4295 members 
Mstep: Class 18 contains 14769 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 27844 members 
Mstep: Class 21 contains 8727 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70833 members 
Mstep: Class 25 contains 13985 members 
Mstep: Class 26 contains 2040 members 
Mstep: Class 27 contains 5790 members 
Mstep: Class 28 contains 6367 members 
Mstep: Class 29 contains 20028 members 
Mstep: Class 30 contains 1284 members 
Mstep: Class 31 contains 2111 members 
Mstep: Class 32 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242948.000000 Penalty: 67102.023438
Iteration 89Q: 33 clusters Score -4.824295e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14879 members 
Mstep: Class 3 contains 3135 members 
Mstep: Class 4 contains 10799 members 
Mstep: Class 5 contains 59575 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 9 contains 46313 members 
Mstep: Class 10 contains 8284 members 
Mstep: Class 11 contains 2008 members 
Mstep: Class 12 contains 3250 members 
Mstep: Class 13 contains 34523 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 15435 members 
Mstep: Class 16 contains 3731 members 
Mstep: Class 17 contains 4290 members 
Mstep: Class 18 contains 14766 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 27847 members 
Mstep: Class 21 contains 8722 members 
Mstep: Class 22 contains 2316 members 
Mstep: Class 23 contains 1345 members 
Mstep: Class 24 contains 70842 members 
Mstep: Class 25 contains 13988 members 
Mstep: Class 26 contains 2041 members 
Mstep: Class 27 contains 5787 members 
Mstep: Class 28 contains 6369 members 
Mstep: Class 29 contains 20021 members 
Mstep: Class 30 contains 1284 members 
Mstep: Class 31 contains 2132 members 
Mstep: Class 32 contains 1132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243028.000000 Penalty: 67102.023438
Iteration 90Q: 33 clusters Score -4.824303e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3135 members 
Mstep: Class 4 contains 10790 members 
Mstep: Class 5 contains 59567 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 9 contains 46318 members 
Mstep: Class 10 contains 8283 members 
Mstep: Class 11 contains 2018 members 
Mstep: Class 12 contains 3254 members 
Mstep: Class 13 contains 34521 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 15437 members 
Mstep: Class 16 contains 3728 members 
Mstep: Class 17 contains 4279 members 
Mstep: Class 18 contains 14762 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 27852 members 
Mstep: Class 21 contains 8718 members 
Mstep: Class 22 contains 2315 members 
Mstep: Class 23 contains 1345 members 
Mstep: Class 24 contains 70859 members 
Mstep: Class 25 contains 13986 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 5784 members 
Mstep: Class 28 contains 6370 members 
Mstep: Class 29 contains 20019 members 
Mstep: Class 30 contains 1284 members 
Mstep: Class 31 contains 2147 members 
Mstep: Class 32 contains 1138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242936.000000 Penalty: 67102.023438
Iteration 91Q: 33 clusters Score -4.824294e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3135 members 
Mstep: Class 4 contains 10782 members 
Mstep: Class 5 contains 59561 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 2168 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 46321 members 
Mstep: Class 10 contains 8279 members 
Mstep: Class 11 contains 2022 members 
Mstep: Class 12 contains 3255 members 
Mstep: Class 13 contains 34520 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 15440 members 
Mstep: Class 16 contains 3726 members 
Mstep: Class 17 contains 4266 members 
Mstep: Class 18 contains 14757 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 20 contains 27856 members 
Mstep: Class 21 contains 8714 members 
Mstep: Class 22 contains 2314 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70877 members 
Mstep: Class 25 contains 13987 members 
Mstep: Class 26 contains 2042 members 
Mstep: Class 27 contains 5781 members 
Mstep: Class 28 contains 6369 members 
Mstep: Class 29 contains 20018 members 
Mstep: Class 30 contains 1284 members 
Mstep: Class 31 contains 2167 members 
Mstep: Class 32 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242852.000000 Penalty: 67102.023438
Iteration 92Q: 33 clusters Score -4.824285e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14876 members 
Mstep: Class 3 contains 3135 members 
Mstep: Class 4 contains 10775 members 
Mstep: Class 5 contains 59559 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 2167 members 
Mstep: Class 8 contains 2320 members 
Mstep: Class 9 contains 46322 members 
Mstep: Class 10 contains 8280 members 
Mstep: Class 11 contains 2027 members 
Mstep: Class 12 contains 3258 members 
Mstep: Class 13 contains 34520 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 15443 members 
Mstep: Class 16 contains 3725 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 14753 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27862 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 2315 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70889 members 
Mstep: Class 25 contains 13980 members 
Mstep: Class 26 contains 2041 members 
Mstep: Class 27 contains 5780 members 
Mstep: Class 28 contains 6370 members 
Mstep: Class 29 contains 20016 members 
Mstep: Class 30 contains 1283 members 
Mstep: Class 31 contains 2188 members 
Mstep: Class 32 contains 1145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242892.000000 Penalty: 67102.023438
Iteration 93Q: 33 clusters Score -4.824289e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3135 members 
Mstep: Class 4 contains 10768 members 
Mstep: Class 5 contains 59554 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 46319 members 
Mstep: Class 10 contains 8281 members 
Mstep: Class 11 contains 2033 members 
Mstep: Class 12 contains 3259 members 
Mstep: Class 13 contains 34515 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 15446 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 4257 members 
Mstep: Class 18 contains 14752 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27866 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 2315 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70900 members 
Mstep: Class 25 contains 13970 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6371 members 
Mstep: Class 29 contains 20016 members 
Mstep: Class 30 contains 1281 members 
Mstep: Class 31 contains 2200 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242928.000000 Penalty: 67102.023438
Iteration 94Q: 33 clusters Score -4.824293e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14880 members 
Mstep: Class 3 contains 3135 members 
Mstep: Class 4 contains 10766 members 
Mstep: Class 5 contains 59550 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2317 members 
Mstep: Class 9 contains 46317 members 
Mstep: Class 10 contains 8285 members 
Mstep: Class 11 contains 2035 members 
Mstep: Class 12 contains 3262 members 
Mstep: Class 13 contains 34512 members 
Mstep: Class 14 contains 6169 members 
Mstep: Class 15 contains 15447 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 14746 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27870 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70902 members 
Mstep: Class 25 contains 13959 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6373 members 
Mstep: Class 29 contains 20014 members 
Mstep: Class 30 contains 1279 members 
Mstep: Class 31 contains 2210 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243008.000000 Penalty: 67102.023438
Iteration 95Q: 33 clusters Score -4.824301e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14880 members 
Mstep: Class 3 contains 3135 members 
Mstep: Class 4 contains 10763 members 
Mstep: Class 5 contains 59544 members 
Mstep: Class 6 contains 3276 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2317 members 
Mstep: Class 9 contains 46318 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 12 contains 3262 members 
Mstep: Class 13 contains 34511 members 
Mstep: Class 14 contains 6168 members 
Mstep: Class 15 contains 15449 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 4254 members 
Mstep: Class 18 contains 14746 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27869 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70910 members 
Mstep: Class 25 contains 13955 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6373 members 
Mstep: Class 29 contains 20014 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2216 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243068.000000 Penalty: 67102.023438
Iteration 96Q: 33 clusters Score -4.824307e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14880 members 
Mstep: Class 3 contains 3134 members 
Mstep: Class 4 contains 10761 members 
Mstep: Class 5 contains 59537 members 
Mstep: Class 6 contains 3277 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46318 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 2040 members 
Mstep: Class 12 contains 3262 members 
Mstep: Class 13 contains 34511 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 15450 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4249 members 
Mstep: Class 18 contains 14748 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27866 members 
Mstep: Class 21 contains 8708 members 
Mstep: Class 22 contains 2318 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70917 members 
Mstep: Class 25 contains 13956 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20014 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2225 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243068.000000 Penalty: 67102.023438
Iteration 97Q: 33 clusters Score -4.824307e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14879 members 
Mstep: Class 3 contains 3133 members 
Mstep: Class 4 contains 10758 members 
Mstep: Class 5 contains 59533 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46317 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 2040 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34512 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 15450 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4244 members 
Mstep: Class 18 contains 14748 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27866 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70928 members 
Mstep: Class 25 contains 13953 members 
Mstep: Class 26 contains 2042 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6373 members 
Mstep: Class 29 contains 20014 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2231 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243052.000000 Penalty: 67102.023438
Iteration 98Q: 33 clusters Score -4.824305e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14878 members 
Mstep: Class 3 contains 3131 members 
Mstep: Class 4 contains 10755 members 
Mstep: Class 5 contains 59524 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46315 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 2040 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34514 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 15450 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4237 members 
Mstep: Class 18 contains 14751 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27868 members 
Mstep: Class 21 contains 8709 members 
Mstep: Class 22 contains 2319 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70939 members 
Mstep: Class 25 contains 13956 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6371 members 
Mstep: Class 29 contains 20013 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2236 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243080.000000 Penalty: 67102.023438
Iteration 99Q: 33 clusters Score -4.824308e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14878 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 10753 members 
Mstep: Class 5 contains 59520 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46314 members 
Mstep: Class 10 contains 8287 members 
Mstep: Class 11 contains 2042 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34515 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 15450 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4234 members 
Mstep: Class 18 contains 14753 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27870 members 
Mstep: Class 21 contains 8707 members 
Mstep: Class 22 contains 2320 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70943 members 
Mstep: Class 25 contains 13955 members 
Mstep: Class 26 contains 2042 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6371 members 
Mstep: Class 29 contains 20013 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2240 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243052.000000 Penalty: 67102.023438
Iteration 100F: 33 clusters Score -4.824305e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14878 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 10749 members 
Mstep: Class 5 contains 59514 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46312 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 2043 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34518 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 15450 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4226 members 
Mstep: Class 18 contains 14754 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27870 members 
Mstep: Class 21 contains 8706 members 
Mstep: Class 22 contains 2319 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70952 members 
Mstep: Class 25 contains 13961 members 
Mstep: Class 26 contains 2041 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20013 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2243 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243048.000000 Penalty: 67102.023438
Iteration 101Q: 33 clusters Score -4.824305e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 10746 members 
Mstep: Class 5 contains 59512 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46311 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 2043 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34518 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4219 members 
Mstep: Class 18 contains 14752 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27867 members 
Mstep: Class 21 contains 8706 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70958 members 
Mstep: Class 25 contains 13969 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20013 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2249 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243008.000000 Penalty: 67102.023438
Iteration 102Q: 33 clusters Score -4.824301e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 10744 members 
Mstep: Class 5 contains 59509 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46312 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 2043 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34515 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4216 members 
Mstep: Class 18 contains 14754 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27869 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70960 members 
Mstep: Class 25 contains 13967 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20013 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2254 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243040.000000 Penalty: 67102.023438
Iteration 103Q: 33 clusters Score -4.824304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 10741 members 
Mstep: Class 5 contains 59511 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46314 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 2044 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34514 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4213 members 
Mstep: Class 18 contains 14754 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27867 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70964 members 
Mstep: Class 25 contains 13966 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20013 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2255 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243052.000000 Penalty: 67102.023438
Iteration 104Q: 33 clusters Score -4.824305e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 10740 members 
Mstep: Class 5 contains 59509 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46312 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34512 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4212 members 
Mstep: Class 18 contains 14754 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27868 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70966 members 
Mstep: Class 25 contains 13969 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20014 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2255 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243032.000000 Penalty: 67102.023438
Iteration 105Q: 33 clusters Score -4.824303e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 10740 members 
Mstep: Class 5 contains 59506 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46312 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34511 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4211 members 
Mstep: Class 18 contains 14754 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27866 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70968 members 
Mstep: Class 25 contains 13973 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20015 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2255 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243044.000000 Penalty: 67102.023438
Iteration 106Q: 33 clusters Score -4.824304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 10740 members 
Mstep: Class 5 contains 59509 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46313 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34508 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4212 members 
Mstep: Class 18 contains 14754 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70967 members 
Mstep: Class 25 contains 13973 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20015 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2255 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243032.000000 Penalty: 67102.023438
Iteration 107Q: 33 clusters Score -4.824303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 10740 members 
Mstep: Class 5 contains 59509 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46313 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34505 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4213 members 
Mstep: Class 18 contains 14754 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70967 members 
Mstep: Class 25 contains 13975 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20015 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2255 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243024.000000 Penalty: 67102.023438
Iteration 108Q: 33 clusters Score -4.824302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 10740 members 
Mstep: Class 5 contains 59509 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46313 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34503 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4215 members 
Mstep: Class 18 contains 14754 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70967 members 
Mstep: Class 25 contains 13975 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20015 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2255 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243032.000000 Penalty: 67102.023438
Iteration 109Q: 33 clusters Score -4.824303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 10740 members 
Mstep: Class 5 contains 59509 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46313 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34504 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 14754 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70967 members 
Mstep: Class 25 contains 13975 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20015 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2255 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243032.000000 Penalty: 67102.023438
Iteration 110Q: 33 clusters Score -4.824303e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 10740 members 
Mstep: Class 5 contains 59509 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46313 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34504 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 14754 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70967 members 
Mstep: Class 25 contains 13975 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20015 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2255 members 
Mstep: Class 32 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243032.000000 Penalty: 67102.023438
Iteration 111F: 33 clusters Score -4.824303e+07 nChanged 0
Entering ConstructFrom: 
Score: -48243032.000000 Penalty: 67102.023438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -137803.000000 Penalty: 1150.777588
	Iteration 0F: 2 clusters Score -137803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -136278.156250 Penalty: 2301.555176
	Iteration 0F: 3 clusters Score -136278.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -136615.156250 Penalty: 2301.555176
	Iteration 1F: 3 clusters Score -136615.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -136731.703125 Penalty: 2301.555176
	Iteration 2F: 3 clusters Score -136731.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -136803.484375 Penalty: 2301.555176
	Iteration 3F: 3 clusters Score -136803.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -136843.781250 Penalty: 2301.555176
	Iteration 4Q: 3 clusters Score -136843.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -136878.531250 Penalty: 2301.555176
	Iteration 5Q: 3 clusters Score -136878.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -136897.203125 Penalty: 2301.555176
	Iteration 6Q: 3 clusters Score -136897.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -136907.640625 Penalty: 2301.555176
	Iteration 7Q: 3 clusters Score -136907.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -136911.812500 Penalty: 2301.555176
	Iteration 8Q: 3 clusters Score -136911.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -136917.687500 Penalty: 2301.555176
	Iteration 9Q: 3 clusters Score -136917.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -136920.265625 Penalty: 2301.555176
	Iteration 10Q: 3 clusters Score -136920.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -136923.718750 Penalty: 2301.555176
	Iteration 11Q: 3 clusters Score -136923.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -136928.484375 Penalty: 2301.555176
	Iteration 12Q: 3 clusters Score -136928.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -136936.765625 Penalty: 2301.555176
	Iteration 13Q: 3 clusters Score -136936.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -136943.078125 Penalty: 2301.555176
	Iteration 14Q: 3 clusters Score -136943.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -136954.734375 Penalty: 2301.555176
	Iteration 15Q: 3 clusters Score -136954.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -136964.546875 Penalty: 2301.555176
	Iteration 16Q: 3 clusters Score -136964.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -136966.093750 Penalty: 2301.555176
	Iteration 17Q: 3 clusters Score -136966.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -136967.187500 Penalty: 2301.555176
	Iteration 18Q: 3 clusters Score -136967.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -136967.187500 Penalty: 2301.555176
	Iteration 19F: 3 clusters Score -136967.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Entering Unmasked Estep 
Score: -1866388.875000 Penalty: 1561.230347
	Iteration 0F: 2 clusters Score -1866389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1856152.250000 Penalty: 3122.460693
	Iteration 0F: 3 clusters Score -1856152 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1859605.750000 Penalty: 3122.460693
	Iteration 1F: 3 clusters Score -1859606 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1859944.125000 Penalty: 3122.460693
	Iteration 2F: 3 clusters Score -1859944 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1860338.500000 Penalty: 3122.460693
	Iteration 3F: 3 clusters Score -1860338 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1860977.625000 Penalty: 3122.460693
	Iteration 4F: 3 clusters Score -1860978 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1861997.125000 Penalty: 3122.460693
	Iteration 5F: 3 clusters Score -1861997 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1863230.500000 Penalty: 3122.460693
	Iteration 6F: 3 clusters Score -1863230 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1864227.375000 Penalty: 3122.460693
	Iteration 7F: 3 clusters Score -1864227 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1864740.125000 Penalty: 3122.460693
	Iteration 8Q: 3 clusters Score -1864740 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1864982.625000 Penalty: 3122.460693
	Iteration 9Q: 3 clusters Score -1864983 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1865117.125000 Penalty: 3122.460693
	Iteration 10Q: 3 clusters Score -1865117 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1865191.125000 Penalty: 3122.460693
	Iteration 11Q: 3 clusters Score -1865191 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1865225.125000 Penalty: 3122.460693
	Iteration 12Q: 3 clusters Score -1865225 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1865254.250000 Penalty: 3122.460693
	Iteration 13Q: 3 clusters Score -1865254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1865271.750000 Penalty: 3122.460693
	Iteration 14Q: 3 clusters Score -1865272 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1865287.375000 Penalty: 3122.460693
	Iteration 15Q: 3 clusters Score -1865287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1865289.375000 Penalty: 3122.460693
	Iteration 16Q: 3 clusters Score -1865289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1865298.750000 Penalty: 3122.460693
	Iteration 17Q: 3 clusters Score -1865299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1865305.375000 Penalty: 3122.460693
	Iteration 18Q: 3 clusters Score -1865305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1865306.375000 Penalty: 3122.460693
	Iteration 19Q: 3 clusters Score -1865306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1865307.750000 Penalty: 3122.460693
	Iteration 20F: 3 clusters Score -1865308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1865309.875000 Penalty: 3122.460693
	Iteration 21Q: 3 clusters Score -1865310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1865310.125000 Penalty: 3122.460693
	Iteration 22Q: 3 clusters Score -1865310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1865310.375000 Penalty: 3122.460693
	Iteration 23Q: 3 clusters Score -1865310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1865311.875000 Penalty: 3122.460693
	Iteration 24Q: 3 clusters Score -1865312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1865314.125000 Penalty: 3122.460693
	Iteration 25Q: 3 clusters Score -1865314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1865313.875000 Penalty: 3122.460693
	Iteration 26Q: 3 clusters Score -1865314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1865316.625000 Penalty: 3122.460693
	Iteration 27Q: 3 clusters Score -1865317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1865315.500000 Penalty: 3122.460693
	Iteration 28Q: 3 clusters Score -1865316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1865319.375000 Penalty: 3122.460693
	Iteration 29Q: 3 clusters Score -1865319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1865318.375000 Penalty: 3122.460693
	Iteration 30Q: 3 clusters Score -1865318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1865322.250000 Penalty: 3122.460693
	Iteration 31Q: 3 clusters Score -1865322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1865325.625000 Penalty: 3122.460693
	Iteration 32Q: 3 clusters Score -1865326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1865330.125000 Penalty: 3122.460693
	Iteration 33Q: 3 clusters Score -1865330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1865333.000000 Penalty: 3122.460693
	Iteration 34Q: 3 clusters Score -1865333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1865330.375000 Penalty: 3122.460693
	Iteration 35Q: 3 clusters Score -1865330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1865334.750000 Penalty: 3122.460693
	Iteration 36Q: 3 clusters Score -1865335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1865336.000000 Penalty: 3122.460693
	Iteration 37Q: 3 clusters Score -1865336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1865336.000000 Penalty: 3122.460693
	Iteration 38F: 3 clusters Score -1865336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Entering Unmasked Estep 
Score: -386234.156250 Penalty: 1307.928101
	Iteration 0F: 2 clusters Score -386234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -383432.906250 Penalty: 2615.856201
	Iteration 0F: 3 clusters Score -383432.9 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -384088.656250 Penalty: 2615.856201
	Iteration 1F: 3 clusters Score -384088.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -384243.156250 Penalty: 2615.856201
	Iteration 2F: 3 clusters Score -384243.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -384344.125000 Penalty: 2615.856201
	Iteration 3Q: 3 clusters Score -384344.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -384412.281250 Penalty: 2615.856201
	Iteration 4Q: 3 clusters Score -384412.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -384470.812500 Penalty: 2615.856201
	Iteration 5Q: 3 clusters Score -384470.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -384536.593750 Penalty: 2615.856201
	Iteration 6Q: 3 clusters Score -384536.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -384587.531250 Penalty: 2615.856201
	Iteration 7Q: 3 clusters Score -384587.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -384632.437500 Penalty: 2615.856201
	Iteration 8Q: 3 clusters Score -384632.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -384676.312500 Penalty: 2615.856201
	Iteration 9Q: 3 clusters Score -384676.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -384717.843750 Penalty: 2615.856201
	Iteration 10Q: 3 clusters Score -384717.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -384756.031250 Penalty: 2615.856201
	Iteration 11Q: 3 clusters Score -384756 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -384794.406250 Penalty: 2615.856201
	Iteration 12Q: 3 clusters Score -384794.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -384816.156250 Penalty: 2615.856201
	Iteration 13Q: 3 clusters Score -384816.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -384836.218750 Penalty: 2615.856201
	Iteration 14Q: 3 clusters Score -384836.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -384849.312500 Penalty: 2615.856201
	Iteration 15Q: 3 clusters Score -384849.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -384862.406250 Penalty: 2615.856201
	Iteration 16Q: 3 clusters Score -384862.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -384873.500000 Penalty: 2615.856201
	Iteration 17Q: 3 clusters Score -384873.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -384884.437500 Penalty: 2615.856201
	Iteration 18Q: 3 clusters Score -384884.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -384899.500000 Penalty: 2615.856201
	Iteration 19Q: 3 clusters Score -384899.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -384910.312500 Penalty: 2615.856201
	Iteration 20F: 3 clusters Score -384910.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -384922.000000 Penalty: 2615.856201
	Iteration 21Q: 3 clusters Score -384922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -384936.031250 Penalty: 2615.856201
	Iteration 22Q: 3 clusters Score -384936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -384946.406250 Penalty: 2615.856201
	Iteration 23Q: 3 clusters Score -384946.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -384955.593750 Penalty: 2615.856201
	Iteration 24Q: 3 clusters Score -384955.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -384971.375000 Penalty: 2615.856201
	Iteration 25Q: 3 clusters Score -384971.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -384983.406250 Penalty: 2615.856201
	Iteration 26Q: 3 clusters Score -384983.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -384991.906250 Penalty: 2615.856201
	Iteration 27Q: 3 clusters Score -384991.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -384998.343750 Penalty: 2615.856201
	Iteration 28Q: 3 clusters Score -384998.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -385005.843750 Penalty: 2615.856201
	Iteration 29Q: 3 clusters Score -385005.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -385011.000000 Penalty: 2615.856201
	Iteration 30Q: 3 clusters Score -385011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -385017.968750 Penalty: 2615.856201
	Iteration 31Q: 3 clusters Score -385018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -385022.406250 Penalty: 2615.856201
	Iteration 32Q: 3 clusters Score -385022.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -385027.656250 Penalty: 2615.856201
	Iteration 33Q: 3 clusters Score -385027.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -385030.312500 Penalty: 2615.856201
	Iteration 34Q: 3 clusters Score -385030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -385032.093750 Penalty: 2615.856201
	Iteration 35Q: 3 clusters Score -385032.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -385033.656250 Penalty: 2615.856201
	Iteration 36Q: 3 clusters Score -385033.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -385035.218750 Penalty: 2615.856201
	Iteration 37Q: 3 clusters Score -385035.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -385038.875000 Penalty: 2615.856201
	Iteration 38Q: 3 clusters Score -385038.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -385041.468750 Penalty: 2615.856201
	Iteration 39Q: 3 clusters Score -385041.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -385044.281250 Penalty: 2615.856201
	Iteration 40F: 3 clusters Score -385044.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -385047.656250 Penalty: 2615.856201
	Iteration 41Q: 3 clusters Score -385047.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -385049.875000 Penalty: 2615.856201
	Iteration 42Q: 3 clusters Score -385049.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -385050.500000 Penalty: 2615.856201
	Iteration 43Q: 3 clusters Score -385050.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -385051.781250 Penalty: 2615.856201
	Iteration 44Q: 3 clusters Score -385051.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -385053.031250 Penalty: 2615.856201
	Iteration 45Q: 3 clusters Score -385053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -385054.312500 Penalty: 2615.856201
	Iteration 46Q: 3 clusters Score -385054.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -385054.562500 Penalty: 2615.856201
	Iteration 47Q: 3 clusters Score -385054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -385055.062500 Penalty: 2615.856201
	Iteration 48Q: 3 clusters Score -385055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -385055.062500 Penalty: 2615.856201
	Iteration 49F: 3 clusters Score -385055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Entering Unmasked Estep 
Score: -1336610.125000 Penalty: 1508.281250
	Iteration 0F: 2 clusters Score -1336610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1328936.625000 Penalty: 3016.562500
	Iteration 0F: 3 clusters Score -1328937 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1331501.875000 Penalty: 3016.562500
	Iteration 1F: 3 clusters Score -1331502 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1331892.500000 Penalty: 3016.562500
	Iteration 2F: 3 clusters Score -1331892 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1332289.750000 Penalty: 3016.562500
	Iteration 3F: 3 clusters Score -1332290 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1332703.375000 Penalty: 3016.562500
	Iteration 4F: 3 clusters Score -1332703 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1333099.000000 Penalty: 3016.562500
	Iteration 5F: 3 clusters Score -1333099 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1333444.500000 Penalty: 3016.562500
	Iteration 6F: 3 clusters Score -1333444 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1333725.125000 Penalty: 3016.562500
	Iteration 7F: 3 clusters Score -1333725 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1333910.500000 Penalty: 3016.562500
	Iteration 8Q: 3 clusters Score -1333910 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1334040.625000 Penalty: 3016.562500
	Iteration 9Q: 3 clusters Score -1334041 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1334133.250000 Penalty: 3016.562500
	Iteration 10Q: 3 clusters Score -1334133 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1334200.000000 Penalty: 3016.562500
	Iteration 11Q: 3 clusters Score -1334200 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1334275.125000 Penalty: 3016.562500
	Iteration 12Q: 3 clusters Score -1334275 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1334333.500000 Penalty: 3016.562500
	Iteration 13Q: 3 clusters Score -1334334 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1334383.625000 Penalty: 3016.562500
	Iteration 14Q: 3 clusters Score -1334384 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1334434.750000 Penalty: 3016.562500
	Iteration 15Q: 3 clusters Score -1334435 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1334493.375000 Penalty: 3016.562500
	Iteration 16Q: 3 clusters Score -1334493 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1334571.750000 Penalty: 3016.562500
	Iteration 17Q: 3 clusters Score -1334572 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1334663.500000 Penalty: 3016.562500
	Iteration 18Q: 3 clusters Score -1334664 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1334752.625000 Penalty: 3016.562500
	Iteration 19Q: 3 clusters Score -1334753 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1334850.250000 Penalty: 3016.562500
	Iteration 20F: 3 clusters Score -1334850 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1334922.375000 Penalty: 3016.562500
	Iteration 21Q: 3 clusters Score -1334922 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1334978.250000 Penalty: 3016.562500
	Iteration 22Q: 3 clusters Score -1334978 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1335027.625000 Penalty: 3016.562500
	Iteration 23Q: 3 clusters Score -1335028 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1335070.375000 Penalty: 3016.562500
	Iteration 24Q: 3 clusters Score -1335070 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1335114.625000 Penalty: 3016.562500
	Iteration 25Q: 3 clusters Score -1335115 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1335159.875000 Penalty: 3016.562500
	Iteration 26Q: 3 clusters Score -1335160 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1335201.125000 Penalty: 3016.562500
	Iteration 27Q: 3 clusters Score -1335201 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1335236.875000 Penalty: 3016.562500
	Iteration 28Q: 3 clusters Score -1335237 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1335263.875000 Penalty: 3016.562500
	Iteration 29Q: 3 clusters Score -1335264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1335285.250000 Penalty: 3016.562500
	Iteration 30Q: 3 clusters Score -1335285 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1335300.625000 Penalty: 3016.562500
	Iteration 31Q: 3 clusters Score -1335301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1335308.750000 Penalty: 3016.562500
	Iteration 32Q: 3 clusters Score -1335309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1335320.375000 Penalty: 3016.562500
	Iteration 33Q: 3 clusters Score -1335320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1335336.375000 Penalty: 3016.562500
	Iteration 34Q: 3 clusters Score -1335336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1335342.875000 Penalty: 3016.562500
	Iteration 35Q: 3 clusters Score -1335343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1335354.250000 Penalty: 3016.562500
	Iteration 36Q: 3 clusters Score -1335354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1335364.625000 Penalty: 3016.562500
	Iteration 37Q: 3 clusters Score -1335365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1335369.375000 Penalty: 3016.562500
	Iteration 38Q: 3 clusters Score -1335369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1335370.875000 Penalty: 3016.562500
	Iteration 39Q: 3 clusters Score -1335371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1335374.000000 Penalty: 3016.562500
	Iteration 40F: 3 clusters Score -1335374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1335373.250000 Penalty: 3016.562500
	Iteration 41Q: 3 clusters Score -1335373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1335374.625000 Penalty: 3016.562500
	Iteration 42Q: 3 clusters Score -1335375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1335374.750000 Penalty: 3016.562500
	Iteration 43Q: 3 clusters Score -1335375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1335377.000000 Penalty: 3016.562500
	Iteration 44Q: 3 clusters Score -1335377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1335376.375000 Penalty: 3016.562500
	Iteration 45Q: 3 clusters Score -1335376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1335378.500000 Penalty: 3016.562500
	Iteration 46Q: 3 clusters Score -1335378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1335378.750000 Penalty: 3016.562500
	Iteration 47Q: 3 clusters Score -1335379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1335381.250000 Penalty: 3016.562500
	Iteration 48Q: 3 clusters Score -1335381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1335382.625000 Penalty: 3016.562500
	Iteration 49Q: 3 clusters Score -1335383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1335382.625000 Penalty: 3016.562500
	Iteration 50F: 3 clusters Score -1335383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (59509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59509 members 
Entering Unmasked Estep 
Score: -7344520.000000 Penalty: 1786.505981
	Iteration 0F: 2 clusters Score -7344520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 29700 members 
Entering Unmasked Estep 
Score: -7305727.500000 Penalty: 3573.011963
	Iteration 0F: 3 clusters Score -7305728 nChanged 28107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -7322202.000000 Penalty: 3573.011963
	Iteration 1F: 3 clusters Score -7322202 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -7323154.500000 Penalty: 3573.011963
	Iteration 2Q: 3 clusters Score -7323154 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -7324223.500000 Penalty: 3573.011963
	Iteration 3Q: 3 clusters Score -7324224 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -7325521.000000 Penalty: 3573.011963
	Iteration 4F: 3 clusters Score -7325521 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -7326957.000000 Penalty: 3573.011963
	Iteration 5F: 3 clusters Score -7326957 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -7328210.000000 Penalty: 3573.011963
	Iteration 6F: 3 clusters Score -7328210 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -7329413.500000 Penalty: 3573.011963
	Iteration 7Q: 3 clusters Score -7329414 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -7330532.000000 Penalty: 3573.011963
	Iteration 8Q: 3 clusters Score -7330532 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -7331626.500000 Penalty: 3573.011963
	Iteration 9Q: 3 clusters Score -7331626 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
Score: -7332797.000000 Penalty: 3573.011963
	Iteration 10Q: 3 clusters Score -7332797 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -7334074.500000 Penalty: 3573.011963
	Iteration 11Q: 3 clusters Score -7334074 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 48723 members 
Entering Unmasked Estep 
Score: -7335507.500000 Penalty: 3573.011963
	Iteration 12Q: 3 clusters Score -7335508 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -7337099.500000 Penalty: 3573.011963
	Iteration 13Q: 3 clusters Score -7337100 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -7338768.500000 Penalty: 3573.011963
	Iteration 14Q: 3 clusters Score -7338768 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -7340201.000000 Penalty: 3573.011963
	Iteration 15Q: 3 clusters Score -7340201 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -7341317.000000 Penalty: 3573.011963
	Iteration 16Q: 3 clusters Score -7341317 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 58320 members 
Entering Unmasked Estep 
Score: -7342033.000000 Penalty: 3573.011963
	Iteration 17Q: 3 clusters Score -7342033 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 58783 members 
Entering Unmasked Estep 
Score: -7342435.000000 Penalty: 3573.011963
	Iteration 18Q: 3 clusters Score -7342435 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -7342644.000000 Penalty: 3573.011963
	Iteration 19Q: 3 clusters Score -7342644 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -7342789.000000 Penalty: 3573.011963
	Iteration 20F: 3 clusters Score -7342789 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 59186 members 
Entering Unmasked Estep 
Score: -7342860.500000 Penalty: 3573.011963
	Iteration 21Q: 3 clusters Score -7342860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 59219 members 
Entering Unmasked Estep 
Score: -7342902.500000 Penalty: 3573.011963
	Iteration 22Q: 3 clusters Score -7342902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -7342924.500000 Penalty: 3573.011963
	Iteration 23Q: 3 clusters Score -7342924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 59244 members 
Entering Unmasked Estep 
Score: -7342945.500000 Penalty: 3573.011963
	Iteration 24Q: 3 clusters Score -7342946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 59256 members 
Entering Unmasked Estep 
Score: -7342962.000000 Penalty: 3573.011963
	Iteration 25Q: 3 clusters Score -7342962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 59262 members 
Entering Unmasked Estep 
Score: -7342986.000000 Penalty: 3573.011963
	Iteration 26Q: 3 clusters Score -7342986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 59265 members 
Entering Unmasked Estep 
Score: -7342990.500000 Penalty: 3573.011963
	Iteration 27Q: 3 clusters Score -7342990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 59269 members 
Entering Unmasked Estep 
Score: -7343002.500000 Penalty: 3573.011963
	Iteration 28Q: 3 clusters Score -7343002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -7343002.000000 Penalty: 3573.011963
	Iteration 29Q: 3 clusters Score -7343002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 59270 members 
Entering Unmasked Estep 
Score: -7343002.000000 Penalty: 3573.011963
	Iteration 30F: 3 clusters Score -7343002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Entering Unmasked Estep 
Score: -395872.468750 Penalty: 1315.435669
	Iteration 0F: 2 clusters Score -395872.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -392931.468750 Penalty: 2630.871338
	Iteration 0F: 3 clusters Score -392931.5 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -393681.812500 Penalty: 2630.871338
	Iteration 1F: 3 clusters Score -393681.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -393840.812500 Penalty: 2630.871338
	Iteration 2F: 3 clusters Score -393840.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -393960.593750 Penalty: 2630.871338
	Iteration 3F: 3 clusters Score -393960.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -394047.812500 Penalty: 2630.871338
	Iteration 4Q: 3 clusters Score -394047.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -394130.343750 Penalty: 2630.871338
	Iteration 5Q: 3 clusters Score -394130.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -394198.375000 Penalty: 2630.871338
	Iteration 6Q: 3 clusters Score -394198.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -394273.656250 Penalty: 2630.871338
	Iteration 7Q: 3 clusters Score -394273.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -394341.906250 Penalty: 2630.871338
	Iteration 8Q: 3 clusters Score -394341.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -394421.250000 Penalty: 2630.871338
	Iteration 9Q: 3 clusters Score -394421.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -394493.750000 Penalty: 2630.871338
	Iteration 10Q: 3 clusters Score -394493.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -394557.468750 Penalty: 2630.871338
	Iteration 11Q: 3 clusters Score -394557.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -394625.500000 Penalty: 2630.871338
	Iteration 12Q: 3 clusters Score -394625.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -394675.937500 Penalty: 2630.871338
	Iteration 13Q: 3 clusters Score -394675.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -394709.375000 Penalty: 2630.871338
	Iteration 14Q: 3 clusters Score -394709.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -394746.593750 Penalty: 2630.871338
	Iteration 15Q: 3 clusters Score -394746.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -394779.187500 Penalty: 2630.871338
	Iteration 16Q: 3 clusters Score -394779.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -394812.656250 Penalty: 2630.871338
	Iteration 17Q: 3 clusters Score -394812.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -394837.500000 Penalty: 2630.871338
	Iteration 18Q: 3 clusters Score -394837.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -394860.093750 Penalty: 2630.871338
	Iteration 19Q: 3 clusters Score -394860.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -394884.031250 Penalty: 2630.871338
	Iteration 20F: 3 clusters Score -394884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -394898.375000 Penalty: 2630.871338
	Iteration 21Q: 3 clusters Score -394898.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -394905.625000 Penalty: 2630.871338
	Iteration 22Q: 3 clusters Score -394905.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -394912.375000 Penalty: 2630.871338
	Iteration 23Q: 3 clusters Score -394912.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -394920.593750 Penalty: 2630.871338
	Iteration 24Q: 3 clusters Score -394920.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -394925.718750 Penalty: 2630.871338
	Iteration 25Q: 3 clusters Score -394925.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -394934.625000 Penalty: 2630.871338
	Iteration 26Q: 3 clusters Score -394934.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -394942.343750 Penalty: 2630.871338
	Iteration 27Q: 3 clusters Score -394942.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -394948.250000 Penalty: 2630.871338
	Iteration 28Q: 3 clusters Score -394948.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -394952.718750 Penalty: 2630.871338
	Iteration 29Q: 3 clusters Score -394952.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -394952.875000 Penalty: 2630.871338
	Iteration 30Q: 3 clusters Score -394952.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -394953.812500 Penalty: 2630.871338
	Iteration 31Q: 3 clusters Score -394953.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -394956.000000 Penalty: 2630.871338
	Iteration 32Q: 3 clusters Score -394956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -394959.750000 Penalty: 2630.871338
	Iteration 33Q: 3 clusters Score -394959.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -394963.781250 Penalty: 2630.871338
	Iteration 34Q: 3 clusters Score -394963.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -394967.625000 Penalty: 2630.871338
	Iteration 35Q: 3 clusters Score -394967.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -394971.812500 Penalty: 2630.871338
	Iteration 36Q: 3 clusters Score -394971.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -394974.437500 Penalty: 2630.871338
	Iteration 37Q: 3 clusters Score -394974.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -394975.875000 Penalty: 2630.871338
	Iteration 38Q: 3 clusters Score -394975.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -394977.625000 Penalty: 2630.871338
	Iteration 39Q: 3 clusters Score -394977.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -394980.625000 Penalty: 2630.871338
	Iteration 40F: 3 clusters Score -394980.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -394987.312500 Penalty: 2630.871338
	Iteration 41Q: 3 clusters Score -394987.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -394996.343750 Penalty: 2630.871338
	Iteration 42Q: 3 clusters Score -394996.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -395003.343750 Penalty: 2630.871338
	Iteration 43Q: 3 clusters Score -395003.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -395011.218750 Penalty: 2630.871338
	Iteration 44Q: 3 clusters Score -395011.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -395017.375000 Penalty: 2630.871338
	Iteration 45Q: 3 clusters Score -395017.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -395023.375000 Penalty: 2630.871338
	Iteration 46Q: 3 clusters Score -395023.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -395030.656250 Penalty: 2630.871338
	Iteration 47Q: 3 clusters Score -395030.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -395037.937500 Penalty: 2630.871338
	Iteration 48Q: 3 clusters Score -395037.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -395049.781250 Penalty: 2630.871338
	Iteration 49Q: 3 clusters Score -395049.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -395058.000000 Penalty: 2630.871338
	Iteration 50Q: 3 clusters Score -395058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -395072.656250 Penalty: 2630.871338
	Iteration 51Q: 3 clusters Score -395072.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -395082.562500 Penalty: 2630.871338
	Iteration 52Q: 3 clusters Score -395082.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -395089.375000 Penalty: 2630.871338
	Iteration 53Q: 3 clusters Score -395089.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -395095.093750 Penalty: 2630.871338
	Iteration 54Q: 3 clusters Score -395095.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -395103.937500 Penalty: 2630.871338
	Iteration 55Q: 3 clusters Score -395103.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -395112.093750 Penalty: 2630.871338
	Iteration 56Q: 3 clusters Score -395112.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -395125.500000 Penalty: 2630.871338
	Iteration 57Q: 3 clusters Score -395125.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -395133.781250 Penalty: 2630.871338
	Iteration 58Q: 3 clusters Score -395133.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -395140.812500 Penalty: 2630.871338
	Iteration 59Q: 3 clusters Score -395140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -395146.656250 Penalty: 2630.871338
	Iteration 60F: 3 clusters Score -395146.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -395152.625000 Penalty: 2630.871338
	Iteration 61Q: 3 clusters Score -395152.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -395156.687500 Penalty: 2630.871338
	Iteration 62Q: 3 clusters Score -395156.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -395160.500000 Penalty: 2630.871338
	Iteration 63Q: 3 clusters Score -395160.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -395163.343750 Penalty: 2630.871338
	Iteration 64Q: 3 clusters Score -395163.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -395168.781250 Penalty: 2630.871338
	Iteration 65Q: 3 clusters Score -395168.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -395173.750000 Penalty: 2630.871338
	Iteration 66Q: 3 clusters Score -395173.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -395176.218750 Penalty: 2630.871338
	Iteration 67Q: 3 clusters Score -395176.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -395181.593750 Penalty: 2630.871338
	Iteration 68Q: 3 clusters Score -395181.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -395186.312500 Penalty: 2630.871338
	Iteration 69Q: 3 clusters Score -395186.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -395189.750000 Penalty: 2630.871338
	Iteration 70Q: 3 clusters Score -395189.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -395189.687500 Penalty: 2630.871338
	Iteration 71Q: 3 clusters Score -395189.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -395190.937500 Penalty: 2630.871338
	Iteration 72Q: 3 clusters Score -395190.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -395190.937500 Penalty: 2630.871338
	Iteration 73F: 3 clusters Score -395190.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -259789.359375 Penalty: 1248.103516
	Iteration 0F: 2 clusters Score -259789.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -257613.546875 Penalty: 2496.207031
	Iteration 0F: 3 clusters Score -257613.5 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -258094.890625 Penalty: 2496.207031
	Iteration 1F: 3 clusters Score -258094.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -258192.328125 Penalty: 2496.207031
	Iteration 2F: 3 clusters Score -258192.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -258255.937500 Penalty: 2496.207031
	Iteration 3Q: 3 clusters Score -258255.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -258300.859375 Penalty: 2496.207031
	Iteration 4Q: 3 clusters Score -258300.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -258341.156250 Penalty: 2496.207031
	Iteration 5Q: 3 clusters Score -258341.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -258368.750000 Penalty: 2496.207031
	Iteration 6Q: 3 clusters Score -258368.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -258391.812500 Penalty: 2496.207031
	Iteration 7Q: 3 clusters Score -258391.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -258414.750000 Penalty: 2496.207031
	Iteration 8Q: 3 clusters Score -258414.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -258434.875000 Penalty: 2496.207031
	Iteration 9Q: 3 clusters Score -258434.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -258453.953125 Penalty: 2496.207031
	Iteration 10Q: 3 clusters Score -258454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -258465.984375 Penalty: 2496.207031
	Iteration 11Q: 3 clusters Score -258466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -258474.468750 Penalty: 2496.207031
	Iteration 12Q: 3 clusters Score -258474.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -258485.906250 Penalty: 2496.207031
	Iteration 13Q: 3 clusters Score -258485.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -258500.250000 Penalty: 2496.207031
	Iteration 14Q: 3 clusters Score -258500.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -258523.156250 Penalty: 2496.207031
	Iteration 15Q: 3 clusters Score -258523.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -258540.468750 Penalty: 2496.207031
	Iteration 16Q: 3 clusters Score -258540.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -258551.015625 Penalty: 2496.207031
	Iteration 17Q: 3 clusters Score -258551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -258563.250000 Penalty: 2496.207031
	Iteration 18Q: 3 clusters Score -258563.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -258573.562500 Penalty: 2496.207031
	Iteration 19Q: 3 clusters Score -258573.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -258583.671875 Penalty: 2496.207031
	Iteration 20F: 3 clusters Score -258583.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -258592.984375 Penalty: 2496.207031
	Iteration 21Q: 3 clusters Score -258593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -258600.328125 Penalty: 2496.207031
	Iteration 22Q: 3 clusters Score -258600.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -258604.453125 Penalty: 2496.207031
	Iteration 23Q: 3 clusters Score -258604.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -258609.171875 Penalty: 2496.207031
	Iteration 24Q: 3 clusters Score -258609.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -258612.453125 Penalty: 2496.207031
	Iteration 25Q: 3 clusters Score -258612.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -258614.718750 Penalty: 2496.207031
	Iteration 26Q: 3 clusters Score -258614.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -258617.625000 Penalty: 2496.207031
	Iteration 27Q: 3 clusters Score -258617.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -258619.906250 Penalty: 2496.207031
	Iteration 28Q: 3 clusters Score -258619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -258619.906250 Penalty: 2496.207031
	Iteration 29F: 3 clusters Score -258619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Entering Unmasked Estep 
Score: -288516.093750 Penalty: 1258.984497
	Iteration 0F: 2 clusters Score -288516.1 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 1190 members 
Entering Unmasked Estep 
Score: -286211.750000 Penalty: 2517.968994
	Iteration 0F: 3 clusters Score -286211.8 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -286687.687500 Penalty: 2517.968994
	Iteration 1F: 3 clusters Score -286687.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -286788.468750 Penalty: 2517.968994
	Iteration 2F: 3 clusters Score -286788.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -286836.406250 Penalty: 2517.968994
	Iteration 3Q: 3 clusters Score -286836.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -286873.343750 Penalty: 2517.968994
	Iteration 4Q: 3 clusters Score -286873.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -286908.218750 Penalty: 2517.968994
	Iteration 5Q: 3 clusters Score -286908.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -286935.312500 Penalty: 2517.968994
	Iteration 6Q: 3 clusters Score -286935.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -286955.531250 Penalty: 2517.968994
	Iteration 7Q: 3 clusters Score -286955.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -286967.468750 Penalty: 2517.968994
	Iteration 8Q: 3 clusters Score -286967.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -286980.187500 Penalty: 2517.968994
	Iteration 9Q: 3 clusters Score -286980.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -286988.625000 Penalty: 2517.968994
	Iteration 10Q: 3 clusters Score -286988.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -286998.281250 Penalty: 2517.968994
	Iteration 11Q: 3 clusters Score -286998.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -287002.187500 Penalty: 2517.968994
	Iteration 12Q: 3 clusters Score -287002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -287005.062500 Penalty: 2517.968994
	Iteration 13Q: 3 clusters Score -287005.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -287007.593750 Penalty: 2517.968994
	Iteration 14Q: 3 clusters Score -287007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -287010.281250 Penalty: 2517.968994
	Iteration 15Q: 3 clusters Score -287010.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -287014.437500 Penalty: 2517.968994
	Iteration 16Q: 3 clusters Score -287014.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -287019.093750 Penalty: 2517.968994
	Iteration 17Q: 3 clusters Score -287019.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -287025.812500 Penalty: 2517.968994
	Iteration 18Q: 3 clusters Score -287025.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -287031.281250 Penalty: 2517.968994
	Iteration 19Q: 3 clusters Score -287031.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -287035.250000 Penalty: 2517.968994
	Iteration 20F: 3 clusters Score -287035.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -287037.718750 Penalty: 2517.968994
	Iteration 21Q: 3 clusters Score -287037.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -287041.750000 Penalty: 2517.968994
	Iteration 22Q: 3 clusters Score -287041.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -287046.156250 Penalty: 2517.968994
	Iteration 23Q: 3 clusters Score -287046.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -287049.375000 Penalty: 2517.968994
	Iteration 24Q: 3 clusters Score -287049.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -287050.062500 Penalty: 2517.968994
	Iteration 25Q: 3 clusters Score -287050.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -287052.562500 Penalty: 2517.968994
	Iteration 26Q: 3 clusters Score -287052.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -287057.062500 Penalty: 2517.968994
	Iteration 27Q: 3 clusters Score -287057.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -287061.343750 Penalty: 2517.968994
	Iteration 28Q: 3 clusters Score -287061.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -287068.031250 Penalty: 2517.968994
	Iteration 29Q: 3 clusters Score -287068 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -287074.375000 Penalty: 2517.968994
	Iteration 30Q: 3 clusters Score -287074.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -287078.968750 Penalty: 2517.968994
	Iteration 31Q: 3 clusters Score -287079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -287084.062500 Penalty: 2517.968994
	Iteration 32Q: 3 clusters Score -287084.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -287086.968750 Penalty: 2517.968994
	Iteration 33Q: 3 clusters Score -287087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -287088.343750 Penalty: 2517.968994
	Iteration 34Q: 3 clusters Score -287088.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -287090.500000 Penalty: 2517.968994
	Iteration 35Q: 3 clusters Score -287090.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -287092.156250 Penalty: 2517.968994
	Iteration 36Q: 3 clusters Score -287092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -287094.593750 Penalty: 2517.968994
	Iteration 37Q: 3 clusters Score -287094.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -287096.687500 Penalty: 2517.968994
	Iteration 38Q: 3 clusters Score -287096.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -287099.093750 Penalty: 2517.968994
	Iteration 39Q: 3 clusters Score -287099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -287100.656250 Penalty: 2517.968994
	Iteration 40F: 3 clusters Score -287100.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -287101.843750 Penalty: 2517.968994
	Iteration 41Q: 3 clusters Score -287101.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -287102.125000 Penalty: 2517.968994
	Iteration 42Q: 3 clusters Score -287102.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -287104.750000 Penalty: 2517.968994
	Iteration 43Q: 3 clusters Score -287104.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -287107.093750 Penalty: 2517.968994
	Iteration 44Q: 3 clusters Score -287107.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -287110.687500 Penalty: 2517.968994
	Iteration 45Q: 3 clusters Score -287110.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -287115.812500 Penalty: 2517.968994
	Iteration 46Q: 3 clusters Score -287115.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -287121.343750 Penalty: 2517.968994
	Iteration 47Q: 3 clusters Score -287121.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -287123.843750 Penalty: 2517.968994
	Iteration 48Q: 3 clusters Score -287123.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -287124.250000 Penalty: 2517.968994
	Iteration 49Q: 3 clusters Score -287124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -287126.687500 Penalty: 2517.968994
	Iteration 50Q: 3 clusters Score -287126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -287127.937500 Penalty: 2517.968994
	Iteration 51Q: 3 clusters Score -287127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -287129.000000 Penalty: 2517.968994
	Iteration 52Q: 3 clusters Score -287129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -287130.718750 Penalty: 2517.968994
	Iteration 53Q: 3 clusters Score -287130.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -287132.125000 Penalty: 2517.968994
	Iteration 54Q: 3 clusters Score -287132.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -287133.250000 Penalty: 2517.968994
	Iteration 55Q: 3 clusters Score -287133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -287134.093750 Penalty: 2517.968994
	Iteration 56Q: 3 clusters Score -287134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -287134.750000 Penalty: 2517.968994
	Iteration 57Q: 3 clusters Score -287134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -287135.281250 Penalty: 2517.968994
	Iteration 58Q: 3 clusters Score -287135.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -287136.375000 Penalty: 2517.968994
	Iteration 59Q: 3 clusters Score -287136.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -287138.843750 Penalty: 2517.968994
	Iteration 60F: 3 clusters Score -287138.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -287139.312500 Penalty: 2517.968994
	Iteration 61Q: 3 clusters Score -287139.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -287140.468750 Penalty: 2517.968994
	Iteration 62Q: 3 clusters Score -287140.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -287141.125000 Penalty: 2517.968994
	Iteration 63Q: 3 clusters Score -287141.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -287142.312500 Penalty: 2517.968994
	Iteration 64Q: 3 clusters Score -287142.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -287142.312500 Penalty: 2517.968994
	Iteration 65F: 3 clusters Score -287142.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Entering Unmasked Estep 
Score: -5704124.000000 Penalty: 1745.766479
	Iteration 0F: 2 clusters Score -5704124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -5673324.500000 Penalty: 3491.532959
	Iteration 0F: 3 clusters Score -5673324 nChanged 21701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -5685886.500000 Penalty: 3491.532959
	Iteration 1F: 3 clusters Score -5685886 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -5686848.000000 Penalty: 3491.532959
	Iteration 2Q: 3 clusters Score -5686848 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -5688135.500000 Penalty: 3491.532959
	Iteration 3F: 3 clusters Score -5688136 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -5689952.500000 Penalty: 3491.532959
	Iteration 4F: 3 clusters Score -5689952 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -5692387.000000 Penalty: 3491.532959
	Iteration 5F: 3 clusters Score -5692387 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -5695325.500000 Penalty: 3491.532959
	Iteration 6F: 3 clusters Score -5695326 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -5698023.000000 Penalty: 3491.532959
	Iteration 7F: 3 clusters Score -5698023 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5700004.500000 Penalty: 3491.532959
	Iteration 8Q: 3 clusters Score -5700004 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44535 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5701279.500000 Penalty: 3491.532959
	Iteration 9Q: 3 clusters Score -5701280 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -5701914.500000 Penalty: 3491.532959
	Iteration 10Q: 3 clusters Score -5701914 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5702194.000000 Penalty: 3491.532959
	Iteration 11Q: 3 clusters Score -5702194 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -5702368.000000 Penalty: 3491.532959
	Iteration 12Q: 3 clusters Score -5702368 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5702440.000000 Penalty: 3491.532959
	Iteration 13Q: 3 clusters Score -5702440 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5702473.000000 Penalty: 3491.532959
	Iteration 14Q: 3 clusters Score -5702473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5702507.000000 Penalty: 3491.532959
	Iteration 15Q: 3 clusters Score -5702507 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5702546.500000 Penalty: 3491.532959
	Iteration 16Q: 3 clusters Score -5702546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5702558.000000 Penalty: 3491.532959
	Iteration 17Q: 3 clusters Score -5702558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46064 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5702571.500000 Penalty: 3491.532959
	Iteration 18Q: 3 clusters Score -5702572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5702590.500000 Penalty: 3491.532959
	Iteration 19Q: 3 clusters Score -5702590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5702596.000000 Penalty: 3491.532959
	Iteration 20F: 3 clusters Score -5702596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5702598.000000 Penalty: 3491.532959
	Iteration 21Q: 3 clusters Score -5702598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5702604.500000 Penalty: 3491.532959
	Iteration 22Q: 3 clusters Score -5702604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5702610.000000 Penalty: 3491.532959
	Iteration 23Q: 3 clusters Score -5702610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5702610.500000 Penalty: 3491.532959
	Iteration 24Q: 3 clusters Score -5702610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5702617.000000 Penalty: 3491.532959
	Iteration 25Q: 3 clusters Score -5702617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5702621.000000 Penalty: 3491.532959
	Iteration 26Q: 3 clusters Score -5702621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5702620.500000 Penalty: 3491.532959
	Iteration 27Q: 3 clusters Score -5702620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5702620.500000 Penalty: 3491.532959
	Iteration 28Q: 3 clusters Score -5702620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -5702623.500000 Penalty: 3491.532959
	Iteration 29Q: 3 clusters Score -5702624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5702626.000000 Penalty: 3491.532959
	Iteration 30Q: 3 clusters Score -5702626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5702624.500000 Penalty: 3491.532959
	Iteration 31Q: 3 clusters Score -5702624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5702630.500000 Penalty: 3491.532959
	Iteration 32Q: 3 clusters Score -5702630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5702630.500000 Penalty: 3491.532959
	Iteration 33F: 3 clusters Score -5702630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Entering Unmasked Estep 
Score: -1002851.562500 Penalty: 1466.127441
	Iteration 0F: 2 clusters Score -1002852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -996789.812500 Penalty: 2932.254883
	Iteration 0F: 3 clusters Score -996789.8 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -998626.125000 Penalty: 2932.254883
	Iteration 1F: 3 clusters Score -998626.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -998855.437500 Penalty: 2932.254883
	Iteration 2F: 3 clusters Score -998855.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -999113.312500 Penalty: 2932.254883
	Iteration 3F: 3 clusters Score -999113.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -999431.875000 Penalty: 2932.254883
	Iteration 4Q: 3 clusters Score -999431.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -999792.187500 Penalty: 2932.254883
	Iteration 5F: 3 clusters Score -999792.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1000092.437500 Penalty: 2932.254883
	Iteration 6F: 3 clusters Score -1000092 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1000337.187500 Penalty: 2932.254883
	Iteration 7F: 3 clusters Score -1000337 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1000551.750000 Penalty: 2932.254883
	Iteration 8Q: 3 clusters Score -1000552 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1000812.187500 Penalty: 2932.254883
	Iteration 9F: 3 clusters Score -1000812 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1001124.875000 Penalty: 2932.254883
	Iteration 10F: 3 clusters Score -1001125 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1001447.812500 Penalty: 2932.254883
	Iteration 11F: 3 clusters Score -1001448 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1001744.187500 Penalty: 2932.254883
	Iteration 12F: 3 clusters Score -1001744 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1001977.750000 Penalty: 2932.254883
	Iteration 13Q: 3 clusters Score -1001978 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1002156.625000 Penalty: 2932.254883
	Iteration 14Q: 3 clusters Score -1002157 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1002281.750000 Penalty: 2932.254883
	Iteration 15Q: 3 clusters Score -1002282 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1002374.687500 Penalty: 2932.254883
	Iteration 16Q: 3 clusters Score -1002375 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1002453.437500 Penalty: 2932.254883
	Iteration 17Q: 3 clusters Score -1002453 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1002510.312500 Penalty: 2932.254883
	Iteration 18Q: 3 clusters Score -1002510 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1002551.125000 Penalty: 2932.254883
	Iteration 19Q: 3 clusters Score -1002551 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1002578.812500 Penalty: 2932.254883
	Iteration 20F: 3 clusters Score -1002579 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1002604.625000 Penalty: 2932.254883
	Iteration 21Q: 3 clusters Score -1002605 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1002633.187500 Penalty: 2932.254883
	Iteration 22Q: 3 clusters Score -1002633 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1002659.125000 Penalty: 2932.254883
	Iteration 23Q: 3 clusters Score -1002659 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1002678.312500 Penalty: 2932.254883
	Iteration 24Q: 3 clusters Score -1002678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1002694.187500 Penalty: 2932.254883
	Iteration 25Q: 3 clusters Score -1002694 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1002711.687500 Penalty: 2932.254883
	Iteration 26Q: 3 clusters Score -1002712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1002720.750000 Penalty: 2932.254883
	Iteration 27Q: 3 clusters Score -1002721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1002725.312500 Penalty: 2932.254883
	Iteration 28Q: 3 clusters Score -1002725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1002728.000000 Penalty: 2932.254883
	Iteration 29Q: 3 clusters Score -1002728 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1002735.500000 Penalty: 2932.254883
	Iteration 30Q: 3 clusters Score -1002736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1002738.250000 Penalty: 2932.254883
	Iteration 31Q: 3 clusters Score -1002738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1002744.687500 Penalty: 2932.254883
	Iteration 32Q: 3 clusters Score -1002745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1002747.875000 Penalty: 2932.254883
	Iteration 33Q: 3 clusters Score -1002748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1002754.000000 Penalty: 2932.254883
	Iteration 34Q: 3 clusters Score -1002754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1002758.687500 Penalty: 2932.254883
	Iteration 35Q: 3 clusters Score -1002759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1002763.562500 Penalty: 2932.254883
	Iteration 36Q: 3 clusters Score -1002764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1002770.875000 Penalty: 2932.254883
	Iteration 37Q: 3 clusters Score -1002771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1002772.500000 Penalty: 2932.254883
	Iteration 38Q: 3 clusters Score -1002772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1002777.500000 Penalty: 2932.254883
	Iteration 39Q: 3 clusters Score -1002778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1002780.500000 Penalty: 2932.254883
	Iteration 40F: 3 clusters Score -1002780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1002779.187500 Penalty: 2932.254883
	Iteration 41Q: 3 clusters Score -1002779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1002779.500000 Penalty: 2932.254883
	Iteration 42Q: 3 clusters Score -1002780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1002782.500000 Penalty: 2932.254883
	Iteration 43Q: 3 clusters Score -1002782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1002784.812500 Penalty: 2932.254883
	Iteration 44Q: 3 clusters Score -1002785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1002785.250000 Penalty: 2932.254883
	Iteration 45Q: 3 clusters Score -1002785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1002792.125000 Penalty: 2932.254883
	Iteration 46Q: 3 clusters Score -1002792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1002793.187500 Penalty: 2932.254883
	Iteration 47Q: 3 clusters Score -1002793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1002801.875000 Penalty: 2932.254883
	Iteration 48Q: 3 clusters Score -1002802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1002805.250000 Penalty: 2932.254883
	Iteration 49Q: 3 clusters Score -1002805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1002805.812500 Penalty: 2932.254883
	Iteration 50Q: 3 clusters Score -1002806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1002810.562500 Penalty: 2932.254883
	Iteration 51Q: 3 clusters Score -1002811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1002811.625000 Penalty: 2932.254883
	Iteration 52Q: 3 clusters Score -1002812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1002813.750000 Penalty: 2932.254883
	Iteration 53Q: 3 clusters Score -1002814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1002811.750000 Penalty: 2932.254883
	Iteration 54Q: 3 clusters Score -1002812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1002812.750000 Penalty: 2932.254883
	Iteration 55Q: 3 clusters Score -1002813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1002814.812500 Penalty: 2932.254883
	Iteration 56Q: 3 clusters Score -1002815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1002819.312500 Penalty: 2932.254883
	Iteration 57Q: 3 clusters Score -1002819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1002818.625000 Penalty: 2932.254883
	Iteration 58Q: 3 clusters Score -1002819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1002817.687500 Penalty: 2932.254883
	Iteration 59Q: 3 clusters Score -1002818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1002818.062500 Penalty: 2932.254883
	Iteration 60F: 3 clusters Score -1002818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1002823.187500 Penalty: 2932.254883
	Iteration 61Q: 3 clusters Score -1002823 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1002821.937500 Penalty: 2932.254883
	Iteration 62Q: 3 clusters Score -1002822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1002824.562500 Penalty: 2932.254883
	Iteration 63Q: 3 clusters Score -1002825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1002826.312500 Penalty: 2932.254883
	Iteration 64Q: 3 clusters Score -1002826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1002826.062500 Penalty: 2932.254883
	Iteration 65Q: 3 clusters Score -1002826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1002826.875000 Penalty: 2932.254883
	Iteration 66Q: 3 clusters Score -1002827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1002825.687500 Penalty: 2932.254883
	Iteration 67Q: 3 clusters Score -1002826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1002826.750000 Penalty: 2932.254883
	Iteration 68Q: 3 clusters Score -1002827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1002827.312500 Penalty: 2932.254883
	Iteration 69Q: 3 clusters Score -1002827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1002827.312500 Penalty: 2932.254883
	Iteration 70F: 3 clusters Score -1002827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Entering Unmasked Estep 
Score: -217341.390625 Penalty: 1238.762451
	Iteration 0F: 2 clusters Score -217341.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -215291.640625 Penalty: 2477.524902
	Iteration 0F: 3 clusters Score -215291.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -216049.984375 Penalty: 2477.524902
	Iteration 1F: 3 clusters Score -216050 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -216336.812500 Penalty: 2477.524902
	Iteration 2F: 3 clusters Score -216336.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -216492.390625 Penalty: 2477.524902
	Iteration 3F: 3 clusters Score -216492.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -216599.984375 Penalty: 2477.524902
	Iteration 4Q: 3 clusters Score -216600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -216679.890625 Penalty: 2477.524902
	Iteration 5Q: 3 clusters Score -216679.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -216726.437500 Penalty: 2477.524902
	Iteration 6Q: 3 clusters Score -216726.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -216770.359375 Penalty: 2477.524902
	Iteration 7Q: 3 clusters Score -216770.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -216809.640625 Penalty: 2477.524902
	Iteration 8Q: 3 clusters Score -216809.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -216834.171875 Penalty: 2477.524902
	Iteration 9Q: 3 clusters Score -216834.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -216850.171875 Penalty: 2477.524902
	Iteration 10Q: 3 clusters Score -216850.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -216859.671875 Penalty: 2477.524902
	Iteration 11Q: 3 clusters Score -216859.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -216864.640625 Penalty: 2477.524902
	Iteration 12Q: 3 clusters Score -216864.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -216865.500000 Penalty: 2477.524902
	Iteration 13Q: 3 clusters Score -216865.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -216870.093750 Penalty: 2477.524902
	Iteration 14F: 3 clusters Score -216870.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -216881.781250 Penalty: 2477.524902
	Iteration 15Q: 3 clusters Score -216881.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -216892.562500 Penalty: 2477.524902
	Iteration 16Q: 3 clusters Score -216892.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -216899.687500 Penalty: 2477.524902
	Iteration 17Q: 3 clusters Score -216899.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -216904.843750 Penalty: 2477.524902
	Iteration 18Q: 3 clusters Score -216904.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -216909.750000 Penalty: 2477.524902
	Iteration 19Q: 3 clusters Score -216909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -216911.453125 Penalty: 2477.524902
	Iteration 20F: 3 clusters Score -216911.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -216913.625000 Penalty: 2477.524902
	Iteration 21Q: 3 clusters Score -216913.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -216918.421875 Penalty: 2477.524902
	Iteration 22Q: 3 clusters Score -216918.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -216924.000000 Penalty: 2477.524902
	Iteration 23Q: 3 clusters Score -216924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -216927.375000 Penalty: 2477.524902
	Iteration 24Q: 3 clusters Score -216927.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -216930.531250 Penalty: 2477.524902
	Iteration 25Q: 3 clusters Score -216930.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -216931.718750 Penalty: 2477.524902
	Iteration 26Q: 3 clusters Score -216931.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -216932.328125 Penalty: 2477.524902
	Iteration 27Q: 3 clusters Score -216932.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -216932.328125 Penalty: 2477.524902
	Iteration 28F: 3 clusters Score -216932.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Entering Unmasked Estep 
Score: -392981.375000 Penalty: 1314.590820
	Iteration 0F: 2 clusters Score -392981.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -390072.562500 Penalty: 2629.181641
	Iteration 0F: 3 clusters Score -390072.6 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -390846.906250 Penalty: 2629.181641
	Iteration 1F: 3 clusters Score -390846.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -391009.687500 Penalty: 2629.181641
	Iteration 2F: 3 clusters Score -391009.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -391111.687500 Penalty: 2629.181641
	Iteration 3F: 3 clusters Score -391111.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -391197.125000 Penalty: 2629.181641
	Iteration 4Q: 3 clusters Score -391197.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -391274.625000 Penalty: 2629.181641
	Iteration 5Q: 3 clusters Score -391274.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -391365.687500 Penalty: 2629.181641
	Iteration 6Q: 3 clusters Score -391365.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -391475.281250 Penalty: 2629.181641
	Iteration 7Q: 3 clusters Score -391475.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -391581.562500 Penalty: 2629.181641
	Iteration 8Q: 3 clusters Score -391581.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -391737.656250 Penalty: 2629.181641
	Iteration 9Q: 3 clusters Score -391737.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -391933.593750 Penalty: 2629.181641
	Iteration 10Q: 3 clusters Score -391933.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -392100.500000 Penalty: 2629.181641
	Iteration 11Q: 3 clusters Score -392100.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -392269.343750 Penalty: 2629.181641
	Iteration 12F: 3 clusters Score -392269.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -392448.718750 Penalty: 2629.181641
	Iteration 13Q: 3 clusters Score -392448.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -392679.750000 Penalty: 2629.181641
	Iteration 14Q: 3 clusters Score -392679.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -392887.781250 Penalty: 2629.181641
	Iteration 15Q: 3 clusters Score -392887.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -393004.500000 Penalty: 2629.181641
	Iteration 16Q: 3 clusters Score -393004.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -393074.125000 Penalty: 2629.181641
	Iteration 17Q: 3 clusters Score -393074.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -393110.031250 Penalty: 2629.181641
	Iteration 18Q: 3 clusters Score -393110 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -393132.500000 Penalty: 2629.181641
	Iteration 19Q: 3 clusters Score -393132.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -393145.781250 Penalty: 2629.181641
	Iteration 20F: 3 clusters Score -393145.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -393155.437500 Penalty: 2629.181641
	Iteration 21Q: 3 clusters Score -393155.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -393157.531250 Penalty: 2629.181641
	Iteration 22Q: 3 clusters Score -393157.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -393162.062500 Penalty: 2629.181641
	Iteration 23Q: 3 clusters Score -393162.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -393166.250000 Penalty: 2629.181641
	Iteration 24Q: 3 clusters Score -393166.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -393169.312500 Penalty: 2629.181641
	Iteration 25Q: 3 clusters Score -393169.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -393172.937500 Penalty: 2629.181641
	Iteration 26Q: 3 clusters Score -393172.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -393174.906250 Penalty: 2629.181641
	Iteration 27Q: 3 clusters Score -393174.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -393175.031250 Penalty: 2629.181641
	Iteration 28Q: 3 clusters Score -393175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -393176.125000 Penalty: 2629.181641
	Iteration 29Q: 3 clusters Score -393176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -393176.125000 Penalty: 2629.181641
	Iteration 30F: 3 clusters Score -393176.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 10740 members 
Mstep: Class 5 contains 59509 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46313 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 2067 members 
Mstep: Class 13 contains 34504 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 14754 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 2317 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70967 members 
Mstep: Class 25 contains 13975 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20015 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2255 members 
Mstep: Class 32 contains 1146 members 
Mstep: Class 33 contains 1194 members 
Entering Unmasked Estep 
Score: -48242412.000000 Penalty: 69198.960938
Splitting cluster 12 changes total score from -48243032.000000 to -48242412.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (34504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Entering Unmasked Estep 
Score: -4252451.000000 Penalty: 1697.934937
	Iteration 0F: 2 clusters Score -4252451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -4229318.000000 Penalty: 3395.869873
	Iteration 0F: 3 clusters Score -4229318 nChanged 15939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -4238558.000000 Penalty: 3395.869873
	Iteration 1F: 3 clusters Score -4238558 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -4239853.500000 Penalty: 3395.869873
	Iteration 2F: 3 clusters Score -4239854 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -4241599.000000 Penalty: 3395.869873
	Iteration 3F: 3 clusters Score -4241599 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -4243568.500000 Penalty: 3395.869873
	Iteration 4F: 3 clusters Score -4243568 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -4245264.000000 Penalty: 3395.869873
	Iteration 5F: 3 clusters Score -4245264 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -4246458.000000 Penalty: 3395.869873
	Iteration 6F: 3 clusters Score -4246458 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -4247329.000000 Penalty: 3395.869873
	Iteration 7Q: 3 clusters Score -4247329 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -4247951.500000 Penalty: 3395.869873
	Iteration 8Q: 3 clusters Score -4247952 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -4248454.000000 Penalty: 3395.869873
	Iteration 9Q: 3 clusters Score -4248454 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -4248881.500000 Penalty: 3395.869873
	Iteration 10Q: 3 clusters Score -4248882 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -4249242.000000 Penalty: 3395.869873
	Iteration 11Q: 3 clusters Score -4249242 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -4249597.500000 Penalty: 3395.869873
	Iteration 12Q: 3 clusters Score -4249598 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -4249904.000000 Penalty: 3395.869873
	Iteration 13Q: 3 clusters Score -4249904 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4250161.000000 Penalty: 3395.869873
	Iteration 14Q: 3 clusters Score -4250161 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -4250395.000000 Penalty: 3395.869873
	Iteration 15Q: 3 clusters Score -4250395 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -4250615.500000 Penalty: 3395.869873
	Iteration 16Q: 3 clusters Score -4250616 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -4250741.000000 Penalty: 3395.869873
	Iteration 17Q: 3 clusters Score -4250741 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -4250841.500000 Penalty: 3395.869873
	Iteration 18Q: 3 clusters Score -4250842 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -4250931.000000 Penalty: 3395.869873
	Iteration 19Q: 3 clusters Score -4250931 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -4250987.500000 Penalty: 3395.869873
	Iteration 20F: 3 clusters Score -4250988 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -4251025.500000 Penalty: 3395.869873
	Iteration 21Q: 3 clusters Score -4251026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4251048.000000 Penalty: 3395.869873
	Iteration 22Q: 3 clusters Score -4251048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -4251056.500000 Penalty: 3395.869873
	Iteration 23Q: 3 clusters Score -4251056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4251070.000000 Penalty: 3395.869873
	Iteration 24Q: 3 clusters Score -4251070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -4251079.000000 Penalty: 3395.869873
	Iteration 25Q: 3 clusters Score -4251079 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -4251090.500000 Penalty: 3395.869873
	Iteration 26Q: 3 clusters Score -4251090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -4251097.000000 Penalty: 3395.869873
	Iteration 27Q: 3 clusters Score -4251097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -4251104.500000 Penalty: 3395.869873
	Iteration 28Q: 3 clusters Score -4251104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -4251106.500000 Penalty: 3395.869873
	Iteration 29Q: 3 clusters Score -4251106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 34011 members 
Entering Unmasked Estep 
Score: -4251105.000000 Penalty: 3395.869873
	Iteration 30Q: 3 clusters Score -4251105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -4251107.000000 Penalty: 3395.869873
	Iteration 31Q: 3 clusters Score -4251107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4251115.500000 Penalty: 3395.869873
	Iteration 32Q: 3 clusters Score -4251116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -4251114.500000 Penalty: 3395.869873
	Iteration 33Q: 3 clusters Score -4251114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -4251113.500000 Penalty: 3395.869873
	Iteration 34Q: 3 clusters Score -4251114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4251113.000000 Penalty: 3395.869873
	Iteration 35Q: 3 clusters Score -4251113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4251113.000000 Penalty: 3395.869873
	Iteration 36F: 3 clusters Score -4251113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Entering Unmasked Estep 
Score: -756156.937500 Penalty: 1418.053223
	Iteration 0F: 2 clusters Score -756156.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -751413.875000 Penalty: 2836.106445
	Iteration 0F: 3 clusters Score -751413.9 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -752844.875000 Penalty: 2836.106445
	Iteration 1F: 3 clusters Score -752844.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -753074.375000 Penalty: 2836.106445
	Iteration 2F: 3 clusters Score -753074.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -753273.562500 Penalty: 2836.106445
	Iteration 3F: 3 clusters Score -753273.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -753507.062500 Penalty: 2836.106445
	Iteration 4F: 3 clusters Score -753507.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -753732.625000 Penalty: 2836.106445
	Iteration 5F: 3 clusters Score -753732.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -753915.562500 Penalty: 2836.106445
	Iteration 6Q: 3 clusters Score -753915.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -754096.812500 Penalty: 2836.106445
	Iteration 7Q: 3 clusters Score -754096.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -754277.875000 Penalty: 2836.106445
	Iteration 8Q: 3 clusters Score -754277.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -754431.687500 Penalty: 2836.106445
	Iteration 9Q: 3 clusters Score -754431.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -754570.187500 Penalty: 2836.106445
	Iteration 10Q: 3 clusters Score -754570.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -754700.375000 Penalty: 2836.106445
	Iteration 11Q: 3 clusters Score -754700.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -754809.937500 Penalty: 2836.106445
	Iteration 12Q: 3 clusters Score -754809.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -754875.250000 Penalty: 2836.106445
	Iteration 13Q: 3 clusters Score -754875.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -754926.375000 Penalty: 2836.106445
	Iteration 14Q: 3 clusters Score -754926.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -754977.937500 Penalty: 2836.106445
	Iteration 15Q: 3 clusters Score -754977.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -755001.562500 Penalty: 2836.106445
	Iteration 16Q: 3 clusters Score -755001.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -755013.437500 Penalty: 2836.106445
	Iteration 17Q: 3 clusters Score -755013.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -755015.312500 Penalty: 2836.106445
	Iteration 18Q: 3 clusters Score -755015.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -755020.062500 Penalty: 2836.106445
	Iteration 19Q: 3 clusters Score -755020.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -755031.125000 Penalty: 2836.106445
	Iteration 20F: 3 clusters Score -755031.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -755037.875000 Penalty: 2836.106445
	Iteration 21Q: 3 clusters Score -755037.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -755045.687500 Penalty: 2836.106445
	Iteration 22Q: 3 clusters Score -755045.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -755047.187500 Penalty: 2836.106445
	Iteration 23Q: 3 clusters Score -755047.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -755055.062500 Penalty: 2836.106445
	Iteration 24Q: 3 clusters Score -755055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -755056.187500 Penalty: 2836.106445
	Iteration 25Q: 3 clusters Score -755056.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -755060.000000 Penalty: 2836.106445
	Iteration 26Q: 3 clusters Score -755060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -755061.437500 Penalty: 2836.106445
	Iteration 27Q: 3 clusters Score -755061.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -755072.937500 Penalty: 2836.106445
	Iteration 28Q: 3 clusters Score -755072.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -755077.062500 Penalty: 2836.106445
	Iteration 29Q: 3 clusters Score -755077.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -755082.187500 Penalty: 2836.106445
	Iteration 30Q: 3 clusters Score -755082.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -755087.375000 Penalty: 2836.106445
	Iteration 31Q: 3 clusters Score -755087.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -755091.625000 Penalty: 2836.106445
	Iteration 32Q: 3 clusters Score -755091.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -755093.375000 Penalty: 2836.106445
	Iteration 33Q: 3 clusters Score -755093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -755096.250000 Penalty: 2836.106445
	Iteration 34Q: 3 clusters Score -755096.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -755099.250000 Penalty: 2836.106445
	Iteration 35Q: 3 clusters Score -755099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -755103.562500 Penalty: 2836.106445
	Iteration 36Q: 3 clusters Score -755103.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -755108.875000 Penalty: 2836.106445
	Iteration 37Q: 3 clusters Score -755108.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -755113.000000 Penalty: 2836.106445
	Iteration 38Q: 3 clusters Score -755113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -755116.875000 Penalty: 2836.106445
	Iteration 39Q: 3 clusters Score -755116.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -755119.750000 Penalty: 2836.106445
	Iteration 40F: 3 clusters Score -755119.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -755125.062500 Penalty: 2836.106445
	Iteration 41Q: 3 clusters Score -755125.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -755132.062500 Penalty: 2836.106445
	Iteration 42Q: 3 clusters Score -755132.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -755141.187500 Penalty: 2836.106445
	Iteration 43Q: 3 clusters Score -755141.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -755148.375000 Penalty: 2836.106445
	Iteration 44Q: 3 clusters Score -755148.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -755156.125000 Penalty: 2836.106445
	Iteration 45Q: 3 clusters Score -755156.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -755163.250000 Penalty: 2836.106445
	Iteration 46Q: 3 clusters Score -755163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -755168.625000 Penalty: 2836.106445
	Iteration 47Q: 3 clusters Score -755168.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -755168.000000 Penalty: 2836.106445
	Iteration 48Q: 3 clusters Score -755168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -755170.062500 Penalty: 2836.106445
	Iteration 49Q: 3 clusters Score -755170.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -755175.125000 Penalty: 2836.106445
	Iteration 50Q: 3 clusters Score -755175.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -755175.125000 Penalty: 2836.106445
	Iteration 51F: 3 clusters Score -755175.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Entering Unmasked Estep 
Score: -1898256.000000 Penalty: 1567.424316
	Iteration 0F: 2 clusters Score -1898256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1887599.250000 Penalty: 3134.848633
	Iteration 0F: 3 clusters Score -1887599 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1891336.500000 Penalty: 3134.848633
	Iteration 1F: 3 clusters Score -1891336 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1891723.125000 Penalty: 3134.848633
	Iteration 2F: 3 clusters Score -1891723 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1892095.875000 Penalty: 3134.848633
	Iteration 3F: 3 clusters Score -1892096 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1892492.500000 Penalty: 3134.848633
	Iteration 4F: 3 clusters Score -1892492 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1892999.750000 Penalty: 3134.848633
	Iteration 5F: 3 clusters Score -1893000 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1893632.375000 Penalty: 3134.848633
	Iteration 6F: 3 clusters Score -1893632 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -1894405.875000 Penalty: 3134.848633
	Iteration 7F: 3 clusters Score -1894406 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1895188.375000 Penalty: 3134.848633
	Iteration 8F: 3 clusters Score -1895188 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1895867.375000 Penalty: 3134.848633
	Iteration 9F: 3 clusters Score -1895867 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1896349.500000 Penalty: 3134.848633
	Iteration 10Q: 3 clusters Score -1896350 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1896675.375000 Penalty: 3134.848633
	Iteration 11Q: 3 clusters Score -1896675 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1896877.875000 Penalty: 3134.848633
	Iteration 12Q: 3 clusters Score -1896878 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1897015.875000 Penalty: 3134.848633
	Iteration 13Q: 3 clusters Score -1897016 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1897106.500000 Penalty: 3134.848633
	Iteration 14Q: 3 clusters Score -1897106 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1897168.250000 Penalty: 3134.848633
	Iteration 15Q: 3 clusters Score -1897168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1897196.125000 Penalty: 3134.848633
	Iteration 16Q: 3 clusters Score -1897196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1897218.250000 Penalty: 3134.848633
	Iteration 17Q: 3 clusters Score -1897218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1897232.000000 Penalty: 3134.848633
	Iteration 18Q: 3 clusters Score -1897232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1897244.125000 Penalty: 3134.848633
	Iteration 19Q: 3 clusters Score -1897244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1897253.875000 Penalty: 3134.848633
	Iteration 20F: 3 clusters Score -1897254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1897261.000000 Penalty: 3134.848633
	Iteration 21Q: 3 clusters Score -1897261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1897263.250000 Penalty: 3134.848633
	Iteration 22Q: 3 clusters Score -1897263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1897268.750000 Penalty: 3134.848633
	Iteration 23Q: 3 clusters Score -1897269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1897271.625000 Penalty: 3134.848633
	Iteration 24Q: 3 clusters Score -1897272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1897274.000000 Penalty: 3134.848633
	Iteration 25Q: 3 clusters Score -1897274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1897276.125000 Penalty: 3134.848633
	Iteration 26Q: 3 clusters Score -1897276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1897275.250000 Penalty: 3134.848633
	Iteration 27Q: 3 clusters Score -1897275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1897277.625000 Penalty: 3134.848633
	Iteration 28Q: 3 clusters Score -1897278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1897277.625000 Penalty: 3134.848633
	Iteration 29F: 3 clusters Score -1897278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Entering Unmasked Estep 
Score: -455697.687500 Penalty: 1336.033936
	Iteration 0F: 2 clusters Score -455697.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -452562.000000 Penalty: 2672.067871
	Iteration 0F: 3 clusters Score -452562 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -453466.093750 Penalty: 2672.067871
	Iteration 1F: 3 clusters Score -453466.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -453678.875000 Penalty: 2672.067871
	Iteration 2F: 3 clusters Score -453678.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -453799.906250 Penalty: 2672.067871
	Iteration 3F: 3 clusters Score -453799.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -453892.218750 Penalty: 2672.067871
	Iteration 4Q: 3 clusters Score -453892.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -453969.437500 Penalty: 2672.067871
	Iteration 5Q: 3 clusters Score -453969.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -454042.000000 Penalty: 2672.067871
	Iteration 6Q: 3 clusters Score -454042 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -454110.406250 Penalty: 2672.067871
	Iteration 7Q: 3 clusters Score -454110.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -454161.750000 Penalty: 2672.067871
	Iteration 8Q: 3 clusters Score -454161.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -454221.500000 Penalty: 2672.067871
	Iteration 9Q: 3 clusters Score -454221.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -454288.781250 Penalty: 2672.067871
	Iteration 10Q: 3 clusters Score -454288.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -454370.812500 Penalty: 2672.067871
	Iteration 11Q: 3 clusters Score -454370.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -454468.656250 Penalty: 2672.067871
	Iteration 12Q: 3 clusters Score -454468.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -454564.281250 Penalty: 2672.067871
	Iteration 13Q: 3 clusters Score -454564.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -454651.625000 Penalty: 2672.067871
	Iteration 14Q: 3 clusters Score -454651.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -454729.343750 Penalty: 2672.067871
	Iteration 15Q: 3 clusters Score -454729.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -454782.343750 Penalty: 2672.067871
	Iteration 16Q: 3 clusters Score -454782.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -454818.500000 Penalty: 2672.067871
	Iteration 17Q: 3 clusters Score -454818.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -454843.343750 Penalty: 2672.067871
	Iteration 18Q: 3 clusters Score -454843.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -454858.156250 Penalty: 2672.067871
	Iteration 19Q: 3 clusters Score -454858.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -454877.687500 Penalty: 2672.067871
	Iteration 20F: 3 clusters Score -454877.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -454899.062500 Penalty: 2672.067871
	Iteration 21Q: 3 clusters Score -454899.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -454919.656250 Penalty: 2672.067871
	Iteration 22Q: 3 clusters Score -454919.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -454928.125000 Penalty: 2672.067871
	Iteration 23Q: 3 clusters Score -454928.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -454936.781250 Penalty: 2672.067871
	Iteration 24Q: 3 clusters Score -454936.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -454944.906250 Penalty: 2672.067871
	Iteration 25Q: 3 clusters Score -454944.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -454956.468750 Penalty: 2672.067871
	Iteration 26Q: 3 clusters Score -454956.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -454969.093750 Penalty: 2672.067871
	Iteration 27Q: 3 clusters Score -454969.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -454983.593750 Penalty: 2672.067871
	Iteration 28Q: 3 clusters Score -454983.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -454998.937500 Penalty: 2672.067871
	Iteration 29Q: 3 clusters Score -454998.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -455014.687500 Penalty: 2672.067871
	Iteration 30Q: 3 clusters Score -455014.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -455035.906250 Penalty: 2672.067871
	Iteration 31Q: 3 clusters Score -455035.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -455068.968750 Penalty: 2672.067871
	Iteration 32Q: 3 clusters Score -455069 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -455126.750000 Penalty: 2672.067871
	Iteration 33Q: 3 clusters Score -455126.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -455207.375000 Penalty: 2672.067871
	Iteration 34Q: 3 clusters Score -455207.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -455307.093750 Penalty: 2672.067871
	Iteration 35Q: 3 clusters Score -455307.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -455418.062500 Penalty: 2672.067871
	Iteration 36Q: 3 clusters Score -455418.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -455505.656250 Penalty: 2672.067871
	Iteration 37Q: 3 clusters Score -455505.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -455559.343750 Penalty: 2672.067871
	Iteration 38Q: 3 clusters Score -455559.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -455591.500000 Penalty: 2672.067871
	Iteration 39Q: 3 clusters Score -455591.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -455609.781250 Penalty: 2672.067871
	Iteration 40F: 3 clusters Score -455609.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -455624.406250 Penalty: 2672.067871
	Iteration 41Q: 3 clusters Score -455624.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -455631.031250 Penalty: 2672.067871
	Iteration 42Q: 3 clusters Score -455631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -455633.906250 Penalty: 2672.067871
	Iteration 43Q: 3 clusters Score -455633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -455636.375000 Penalty: 2672.067871
	Iteration 44Q: 3 clusters Score -455636.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -455638.562500 Penalty: 2672.067871
	Iteration 45Q: 3 clusters Score -455638.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -455638.593750 Penalty: 2672.067871
	Iteration 46Q: 3 clusters Score -455638.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -455638.593750 Penalty: 2672.067871
	Iteration 47F: 3 clusters Score -455638.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -514307.093750 Penalty: 1356.252197
	Iteration 0F: 2 clusters Score -514307.1 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 2124 members 
Entering Unmasked Estep 
Score: -510846.656250 Penalty: 2712.504395
	Iteration 0F: 3 clusters Score -510846.7 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -511686.375000 Penalty: 2712.504395
	Iteration 1F: 3 clusters Score -511686.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -511811.593750 Penalty: 2712.504395
	Iteration 2F: 3 clusters Score -511811.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -511897.250000 Penalty: 2712.504395
	Iteration 3Q: 3 clusters Score -511897.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -511966.562500 Penalty: 2712.504395
	Iteration 4Q: 3 clusters Score -511966.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -512028.000000 Penalty: 2712.504395
	Iteration 5Q: 3 clusters Score -512028 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -512094.250000 Penalty: 2712.504395
	Iteration 6Q: 3 clusters Score -512094.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -512150.781250 Penalty: 2712.504395
	Iteration 7Q: 3 clusters Score -512150.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -512202.875000 Penalty: 2712.504395
	Iteration 8Q: 3 clusters Score -512202.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -512250.093750 Penalty: 2712.504395
	Iteration 9Q: 3 clusters Score -512250.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -512288.687500 Penalty: 2712.504395
	Iteration 10Q: 3 clusters Score -512288.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -512314.625000 Penalty: 2712.504395
	Iteration 11Q: 3 clusters Score -512314.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -512334.562500 Penalty: 2712.504395
	Iteration 12Q: 3 clusters Score -512334.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -512357.500000 Penalty: 2712.504395
	Iteration 13Q: 3 clusters Score -512357.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -512387.375000 Penalty: 2712.504395
	Iteration 14Q: 3 clusters Score -512387.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -512414.468750 Penalty: 2712.504395
	Iteration 15Q: 3 clusters Score -512414.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -512442.343750 Penalty: 2712.504395
	Iteration 16Q: 3 clusters Score -512442.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -512469.625000 Penalty: 2712.504395
	Iteration 17Q: 3 clusters Score -512469.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -512497.593750 Penalty: 2712.504395
	Iteration 18Q: 3 clusters Score -512497.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -512529.781250 Penalty: 2712.504395
	Iteration 19Q: 3 clusters Score -512529.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -512558.875000 Penalty: 2712.504395
	Iteration 20F: 3 clusters Score -512558.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -512584.750000 Penalty: 2712.504395
	Iteration 21Q: 3 clusters Score -512584.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -512617.250000 Penalty: 2712.504395
	Iteration 22Q: 3 clusters Score -512617.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -512647.625000 Penalty: 2712.504395
	Iteration 23Q: 3 clusters Score -512647.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -512671.781250 Penalty: 2712.504395
	Iteration 24Q: 3 clusters Score -512671.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -512705.812500 Penalty: 2712.504395
	Iteration 25Q: 3 clusters Score -512705.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -512734.750000 Penalty: 2712.504395
	Iteration 26Q: 3 clusters Score -512734.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -512761.843750 Penalty: 2712.504395
	Iteration 27Q: 3 clusters Score -512761.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -512797.125000 Penalty: 2712.504395
	Iteration 28Q: 3 clusters Score -512797.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -512824.625000 Penalty: 2712.504395
	Iteration 29Q: 3 clusters Score -512824.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -512850.031250 Penalty: 2712.504395
	Iteration 30Q: 3 clusters Score -512850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -512869.687500 Penalty: 2712.504395
	Iteration 31Q: 3 clusters Score -512869.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -512891.375000 Penalty: 2712.504395
	Iteration 32Q: 3 clusters Score -512891.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -512908.156250 Penalty: 2712.504395
	Iteration 33Q: 3 clusters Score -512908.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -512920.281250 Penalty: 2712.504395
	Iteration 34Q: 3 clusters Score -512920.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -512926.750000 Penalty: 2712.504395
	Iteration 35Q: 3 clusters Score -512926.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -512930.593750 Penalty: 2712.504395
	Iteration 36Q: 3 clusters Score -512930.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -512936.218750 Penalty: 2712.504395
	Iteration 37Q: 3 clusters Score -512936.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -512939.062500 Penalty: 2712.504395
	Iteration 38Q: 3 clusters Score -512939.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -512941.031250 Penalty: 2712.504395
	Iteration 39Q: 3 clusters Score -512941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -512942.625000 Penalty: 2712.504395
	Iteration 40F: 3 clusters Score -512942.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -512945.843750 Penalty: 2712.504395
	Iteration 41Q: 3 clusters Score -512945.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -512947.906250 Penalty: 2712.504395
	Iteration 42Q: 3 clusters Score -512947.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -512947.687500 Penalty: 2712.504395
	Iteration 43Q: 3 clusters Score -512947.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -512950.250000 Penalty: 2712.504395
	Iteration 44Q: 3 clusters Score -512950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -512955.125000 Penalty: 2712.504395
	Iteration 45Q: 3 clusters Score -512955.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -512958.531250 Penalty: 2712.504395
	Iteration 46Q: 3 clusters Score -512958.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -512965.687500 Penalty: 2712.504395
	Iteration 47Q: 3 clusters Score -512965.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -512966.437500 Penalty: 2712.504395
	Iteration 48Q: 3 clusters Score -512966.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -512968.781250 Penalty: 2712.504395
	Iteration 49Q: 3 clusters Score -512968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -512971.062500 Penalty: 2712.504395
	Iteration 50Q: 3 clusters Score -512971.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -512973.375000 Penalty: 2712.504395
	Iteration 51Q: 3 clusters Score -512973.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -512979.593750 Penalty: 2712.504395
	Iteration 52Q: 3 clusters Score -512979.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -512983.125000 Penalty: 2712.504395
	Iteration 53Q: 3 clusters Score -512983.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -512984.906250 Penalty: 2712.504395
	Iteration 54Q: 3 clusters Score -512984.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -512986.656250 Penalty: 2712.504395
	Iteration 55Q: 3 clusters Score -512986.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -512988.125000 Penalty: 2712.504395
	Iteration 56Q: 3 clusters Score -512988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -512989.437500 Penalty: 2712.504395
	Iteration 57Q: 3 clusters Score -512989.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -512989.437500 Penalty: 2712.504395
	Iteration 58F: 3 clusters Score -512989.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Entering Unmasked Estep 
Score: -1825712.750000 Penalty: 1559.881348
	Iteration 0F: 2 clusters Score -1825713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1815508.875000 Penalty: 3119.762695
	Iteration 0F: 3 clusters Score -1815509 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1819020.250000 Penalty: 3119.762695
	Iteration 1F: 3 clusters Score -1819020 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1819393.625000 Penalty: 3119.762695
	Iteration 2F: 3 clusters Score -1819394 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1819720.750000 Penalty: 3119.762695
	Iteration 3F: 3 clusters Score -1819721 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1820063.875000 Penalty: 3119.762695
	Iteration 4Q: 3 clusters Score -1820064 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1820409.875000 Penalty: 3119.762695
	Iteration 5Q: 3 clusters Score -1820410 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1820794.375000 Penalty: 3119.762695
	Iteration 6Q: 3 clusters Score -1820794 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1821195.500000 Penalty: 3119.762695
	Iteration 7Q: 3 clusters Score -1821196 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1821566.000000 Penalty: 3119.762695
	Iteration 8Q: 3 clusters Score -1821566 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1821896.500000 Penalty: 3119.762695
	Iteration 9Q: 3 clusters Score -1821896 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1822260.000000 Penalty: 3119.762695
	Iteration 10Q: 3 clusters Score -1822260 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1822642.375000 Penalty: 3119.762695
	Iteration 11Q: 3 clusters Score -1822642 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1823094.625000 Penalty: 3119.762695
	Iteration 12Q: 3 clusters Score -1823095 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1823489.125000 Penalty: 3119.762695
	Iteration 13Q: 3 clusters Score -1823489 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1823818.750000 Penalty: 3119.762695
	Iteration 14Q: 3 clusters Score -1823819 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1824086.250000 Penalty: 3119.762695
	Iteration 15Q: 3 clusters Score -1824086 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1824306.750000 Penalty: 3119.762695
	Iteration 16Q: 3 clusters Score -1824307 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1824436.750000 Penalty: 3119.762695
	Iteration 17Q: 3 clusters Score -1824437 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1824548.875000 Penalty: 3119.762695
	Iteration 18Q: 3 clusters Score -1824549 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1824613.375000 Penalty: 3119.762695
	Iteration 19Q: 3 clusters Score -1824613 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1824656.125000 Penalty: 3119.762695
	Iteration 20F: 3 clusters Score -1824656 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1824680.125000 Penalty: 3119.762695
	Iteration 21Q: 3 clusters Score -1824680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1824696.125000 Penalty: 3119.762695
	Iteration 22Q: 3 clusters Score -1824696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1824714.250000 Penalty: 3119.762695
	Iteration 23Q: 3 clusters Score -1824714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1824727.250000 Penalty: 3119.762695
	Iteration 24Q: 3 clusters Score -1824727 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1824742.125000 Penalty: 3119.762695
	Iteration 25Q: 3 clusters Score -1824742 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1824754.875000 Penalty: 3119.762695
	Iteration 26Q: 3 clusters Score -1824755 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1824765.000000 Penalty: 3119.762695
	Iteration 27Q: 3 clusters Score -1824765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1824768.875000 Penalty: 3119.762695
	Iteration 28Q: 3 clusters Score -1824769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1824776.375000 Penalty: 3119.762695
	Iteration 29Q: 3 clusters Score -1824776 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1824777.875000 Penalty: 3119.762695
	Iteration 30Q: 3 clusters Score -1824778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1824780.000000 Penalty: 3119.762695
	Iteration 31Q: 3 clusters Score -1824780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1824790.875000 Penalty: 3119.762695
	Iteration 32Q: 3 clusters Score -1824791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1824793.750000 Penalty: 3119.762695
	Iteration 33Q: 3 clusters Score -1824794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1824809.375000 Penalty: 3119.762695
	Iteration 34Q: 3 clusters Score -1824809 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1824827.875000 Penalty: 3119.762695
	Iteration 35Q: 3 clusters Score -1824828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1824850.375000 Penalty: 3119.762695
	Iteration 36Q: 3 clusters Score -1824850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1824870.500000 Penalty: 3119.762695
	Iteration 37Q: 3 clusters Score -1824870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1824883.000000 Penalty: 3119.762695
	Iteration 38Q: 3 clusters Score -1824883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1824888.875000 Penalty: 3119.762695
	Iteration 39Q: 3 clusters Score -1824889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1824891.000000 Penalty: 3119.762695
	Iteration 40F: 3 clusters Score -1824891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1824894.375000 Penalty: 3119.762695
	Iteration 41Q: 3 clusters Score -1824894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1824896.625000 Penalty: 3119.762695
	Iteration 42Q: 3 clusters Score -1824897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1824899.375000 Penalty: 3119.762695
	Iteration 43Q: 3 clusters Score -1824899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1824897.625000 Penalty: 3119.762695
	Iteration 44Q: 3 clusters Score -1824898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1824899.750000 Penalty: 3119.762695
	Iteration 45Q: 3 clusters Score -1824900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1824898.750000 Penalty: 3119.762695
	Iteration 46Q: 3 clusters Score -1824899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1824897.500000 Penalty: 3119.762695
	Iteration 47Q: 3 clusters Score -1824898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1824896.125000 Penalty: 3119.762695
	Iteration 48Q: 3 clusters Score -1824896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1824896.125000 Penalty: 3119.762695
	Iteration 49Q: 3 clusters Score -1824896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1824894.875000 Penalty: 3119.762695
	Iteration 50Q: 3 clusters Score -1824895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1824895.625000 Penalty: 3119.762695
	Iteration 51Q: 3 clusters Score -1824896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1824895.625000 Penalty: 3119.762695
	Iteration 52F: 3 clusters Score -1824896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -245656.562500 Penalty: 1236.441406
	Iteration 0F: 2 clusters Score -245656.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -243604.843750 Penalty: 2472.882812
	Iteration 0F: 3 clusters Score -243604.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -244096.656250 Penalty: 2472.882812
	Iteration 1F: 3 clusters Score -244096.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -244228.937500 Penalty: 2472.882812
	Iteration 2F: 3 clusters Score -244228.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -244327.062500 Penalty: 2472.882812
	Iteration 3Q: 3 clusters Score -244327.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -244408.656250 Penalty: 2472.882812
	Iteration 4Q: 3 clusters Score -244408.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -244477.125000 Penalty: 2472.882812
	Iteration 5Q: 3 clusters Score -244477.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -244537.859375 Penalty: 2472.882812
	Iteration 6Q: 3 clusters Score -244537.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -244590.281250 Penalty: 2472.882812
	Iteration 7Q: 3 clusters Score -244590.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -244628.546875 Penalty: 2472.882812
	Iteration 8Q: 3 clusters Score -244628.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -244666.812500 Penalty: 2472.882812
	Iteration 9Q: 3 clusters Score -244666.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -244715.703125 Penalty: 2472.882812
	Iteration 10Q: 3 clusters Score -244715.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -244752.093750 Penalty: 2472.882812
	Iteration 11Q: 3 clusters Score -244752.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -244786.375000 Penalty: 2472.882812
	Iteration 12Q: 3 clusters Score -244786.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -244817.437500 Penalty: 2472.882812
	Iteration 13Q: 3 clusters Score -244817.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -244832.015625 Penalty: 2472.882812
	Iteration 14Q: 3 clusters Score -244832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -244837.375000 Penalty: 2472.882812
	Iteration 15Q: 3 clusters Score -244837.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -244843.296875 Penalty: 2472.882812
	Iteration 16Q: 3 clusters Score -244843.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -244851.421875 Penalty: 2472.882812
	Iteration 17Q: 3 clusters Score -244851.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -244857.312500 Penalty: 2472.882812
	Iteration 18Q: 3 clusters Score -244857.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -244859.984375 Penalty: 2472.882812
	Iteration 19Q: 3 clusters Score -244860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -244863.375000 Penalty: 2472.882812
	Iteration 20F: 3 clusters Score -244863.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -244865.531250 Penalty: 2472.882812
	Iteration 21Q: 3 clusters Score -244865.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -244867.453125 Penalty: 2472.882812
	Iteration 22Q: 3 clusters Score -244867.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -244867.531250 Penalty: 2472.882812
	Iteration 23Q: 3 clusters Score -244867.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -244867.531250 Penalty: 2472.882812
	Iteration 24F: 3 clusters Score -244867.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Entering Unmasked Estep 
Score: -3471234.500000 Penalty: 1663.208008
	Iteration 0F: 2 clusters Score -3471234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3452549.750000 Penalty: 3326.416016
	Iteration 0F: 3 clusters Score -3452550 nChanged 12791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3459707.000000 Penalty: 3326.416016
	Iteration 1F: 3 clusters Score -3459707 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3460096.000000 Penalty: 3326.416016
	Iteration 2Q: 3 clusters Score -3460096 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -3460540.250000 Penalty: 3326.416016
	Iteration 3Q: 3 clusters Score -3460540 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3461098.750000 Penalty: 3326.416016
	Iteration 4Q: 3 clusters Score -3461099 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -3461869.750000 Penalty: 3326.416016
	Iteration 5F: 3 clusters Score -3461870 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -3462978.750000 Penalty: 3326.416016
	Iteration 6F: 3 clusters Score -3462979 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -3464448.750000 Penalty: 3326.416016
	Iteration 7F: 3 clusters Score -3464449 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -3466146.250000 Penalty: 3326.416016
	Iteration 8F: 3 clusters Score -3466146 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3467649.000000 Penalty: 3326.416016
	Iteration 9F: 3 clusters Score -3467649 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -3468665.750000 Penalty: 3326.416016
	Iteration 10Q: 3 clusters Score -3468666 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3469233.250000 Penalty: 3326.416016
	Iteration 11Q: 3 clusters Score -3469233 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -3469514.000000 Penalty: 3326.416016
	Iteration 12Q: 3 clusters Score -3469514 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -3469665.250000 Penalty: 3326.416016
	Iteration 13Q: 3 clusters Score -3469665 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -3469755.750000 Penalty: 3326.416016
	Iteration 14Q: 3 clusters Score -3469756 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3469830.000000 Penalty: 3326.416016
	Iteration 15Q: 3 clusters Score -3469830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -3469865.250000 Penalty: 3326.416016
	Iteration 16Q: 3 clusters Score -3469865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -3469898.250000 Penalty: 3326.416016
	Iteration 17Q: 3 clusters Score -3469898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -3469916.750000 Penalty: 3326.416016
	Iteration 18Q: 3 clusters Score -3469917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3469924.250000 Penalty: 3326.416016
	Iteration 19Q: 3 clusters Score -3469924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3469928.250000 Penalty: 3326.416016
	Iteration 20F: 3 clusters Score -3469928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3469933.000000 Penalty: 3326.416016
	Iteration 21Q: 3 clusters Score -3469933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3469937.500000 Penalty: 3326.416016
	Iteration 22Q: 3 clusters Score -3469938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3469941.000000 Penalty: 3326.416016
	Iteration 23Q: 3 clusters Score -3469941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3469941.250000 Penalty: 3326.416016
	Iteration 24Q: 3 clusters Score -3469941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3469944.500000 Penalty: 3326.416016
	Iteration 25Q: 3 clusters Score -3469944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3469947.750000 Penalty: 3326.416016
	Iteration 26Q: 3 clusters Score -3469948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3469953.750000 Penalty: 3326.416016
	Iteration 27Q: 3 clusters Score -3469954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3469959.500000 Penalty: 3326.416016
	Iteration 28Q: 3 clusters Score -3469960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -3469959.000000 Penalty: 3326.416016
	Iteration 29Q: 3 clusters Score -3469959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -3469959.750000 Penalty: 3326.416016
	Iteration 30Q: 3 clusters Score -3469960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3469961.250000 Penalty: 3326.416016
	Iteration 31Q: 3 clusters Score -3469961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3469961.750000 Penalty: 3326.416016
	Iteration 32Q: 3 clusters Score -3469962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -3469963.000000 Penalty: 3326.416016
	Iteration 33Q: 3 clusters Score -3469963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3469966.500000 Penalty: 3326.416016
	Iteration 34Q: 3 clusters Score -3469966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3469968.000000 Penalty: 3326.416016
	Iteration 35Q: 3 clusters Score -3469968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3469967.250000 Penalty: 3326.416016
	Iteration 36Q: 3 clusters Score -3469967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -3469972.500000 Penalty: 3326.416016
	Iteration 37Q: 3 clusters Score -3469972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -3469976.750000 Penalty: 3326.416016
	Iteration 38Q: 3 clusters Score -3469977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -3469993.250000 Penalty: 3326.416016
	Iteration 39Q: 3 clusters Score -3469993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3469993.000000 Penalty: 3326.416016
	Iteration 40F: 3 clusters Score -3469993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3470001.000000 Penalty: 3326.416016
	Iteration 41Q: 3 clusters Score -3470001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3470005.000000 Penalty: 3326.416016
	Iteration 42Q: 3 clusters Score -3470005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3470006.500000 Penalty: 3326.416016
	Iteration 43Q: 3 clusters Score -3470006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -3470003.750000 Penalty: 3326.416016
	Iteration 44Q: 3 clusters Score -3470004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3470013.750000 Penalty: 3326.416016
	Iteration 45Q: 3 clusters Score -3470014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3470012.000000 Penalty: 3326.416016
	Iteration 46Q: 3 clusters Score -3470012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -3470014.750000 Penalty: 3326.416016
	Iteration 47Q: 3 clusters Score -3470015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3470020.500000 Penalty: 3326.416016
	Iteration 48Q: 3 clusters Score -3470020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3470020.500000 Penalty: 3326.416016
	Iteration 49F: 3 clusters Score -3470020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Entering Unmasked Estep 
Score: -1081530.625000 Penalty: 1474.143555
	Iteration 0F: 2 clusters Score -1081531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1075224.125000 Penalty: 2948.287109
	Iteration 0F: 3 clusters Score -1075224 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1077223.125000 Penalty: 2948.287109
	Iteration 1F: 3 clusters Score -1077223 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1077478.875000 Penalty: 2948.287109
	Iteration 2F: 3 clusters Score -1077479 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1077671.375000 Penalty: 2948.287109
	Iteration 3F: 3 clusters Score -1077671 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1077831.000000 Penalty: 2948.287109
	Iteration 4Q: 3 clusters Score -1077831 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1077980.375000 Penalty: 2948.287109
	Iteration 5Q: 3 clusters Score -1077980 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1078144.375000 Penalty: 2948.287109
	Iteration 6Q: 3 clusters Score -1078144 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1078322.625000 Penalty: 2948.287109
	Iteration 7Q: 3 clusters Score -1078323 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1078519.125000 Penalty: 2948.287109
	Iteration 8Q: 3 clusters Score -1078519 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1078729.875000 Penalty: 2948.287109
	Iteration 9Q: 3 clusters Score -1078730 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1078979.250000 Penalty: 2948.287109
	Iteration 10Q: 3 clusters Score -1078979 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1079251.250000 Penalty: 2948.287109
	Iteration 11Q: 3 clusters Score -1079251 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1079519.500000 Penalty: 2948.287109
	Iteration 12Q: 3 clusters Score -1079520 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1079747.250000 Penalty: 2948.287109
	Iteration 13Q: 3 clusters Score -1079747 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1079904.250000 Penalty: 2948.287109
	Iteration 14Q: 3 clusters Score -1079904 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1080012.000000 Penalty: 2948.287109
	Iteration 15Q: 3 clusters Score -1080012 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1080090.250000 Penalty: 2948.287109
	Iteration 16Q: 3 clusters Score -1080090 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1080131.375000 Penalty: 2948.287109
	Iteration 17Q: 3 clusters Score -1080131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1080155.625000 Penalty: 2948.287109
	Iteration 18Q: 3 clusters Score -1080156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1080174.125000 Penalty: 2948.287109
	Iteration 19Q: 3 clusters Score -1080174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1080184.250000 Penalty: 2948.287109
	Iteration 20F: 3 clusters Score -1080184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1080193.125000 Penalty: 2948.287109
	Iteration 21Q: 3 clusters Score -1080193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1080200.750000 Penalty: 2948.287109
	Iteration 22Q: 3 clusters Score -1080201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1080206.250000 Penalty: 2948.287109
	Iteration 23Q: 3 clusters Score -1080206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1080218.000000 Penalty: 2948.287109
	Iteration 24Q: 3 clusters Score -1080218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1080228.750000 Penalty: 2948.287109
	Iteration 25Q: 3 clusters Score -1080229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1080232.125000 Penalty: 2948.287109
	Iteration 26Q: 3 clusters Score -1080232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1080236.500000 Penalty: 2948.287109
	Iteration 27Q: 3 clusters Score -1080236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1080240.500000 Penalty: 2948.287109
	Iteration 28Q: 3 clusters Score -1080240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1080245.125000 Penalty: 2948.287109
	Iteration 29Q: 3 clusters Score -1080245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1080245.125000 Penalty: 2948.287109
	Iteration 30F: 3 clusters Score -1080245 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Entering Unmasked Estep 
Score: -280477.375000 Penalty: 1259.054688
	Iteration 0F: 2 clusters Score -280477.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -278204.125000 Penalty: 2518.109375
	Iteration 0F: 3 clusters Score -278204.1 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -278755.593750 Penalty: 2518.109375
	Iteration 1F: 3 clusters Score -278755.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -278933.781250 Penalty: 2518.109375
	Iteration 2F: 3 clusters Score -278933.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -279063.656250 Penalty: 2518.109375
	Iteration 3F: 3 clusters Score -279063.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -279190.968750 Penalty: 2518.109375
	Iteration 4F: 3 clusters Score -279191 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -279353.843750 Penalty: 2518.109375
	Iteration 5F: 3 clusters Score -279353.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -279529.093750 Penalty: 2518.109375
	Iteration 6F: 3 clusters Score -279529.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -279704.468750 Penalty: 2518.109375
	Iteration 7F: 3 clusters Score -279704.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -279840.156250 Penalty: 2518.109375
	Iteration 8Q: 3 clusters Score -279840.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -279983.062500 Penalty: 2518.109375
	Iteration 9Q: 3 clusters Score -279983.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -280105.468750 Penalty: 2518.109375
	Iteration 10Q: 3 clusters Score -280105.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -280197.875000 Penalty: 2518.109375
	Iteration 11Q: 3 clusters Score -280197.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -280257.562500 Penalty: 2518.109375
	Iteration 12Q: 3 clusters Score -280257.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -280297.343750 Penalty: 2518.109375
	Iteration 13Q: 3 clusters Score -280297.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -280340.312500 Penalty: 2518.109375
	Iteration 14Q: 3 clusters Score -280340.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -280382.937500 Penalty: 2518.109375
	Iteration 15Q: 3 clusters Score -280382.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -280419.281250 Penalty: 2518.109375
	Iteration 16Q: 3 clusters Score -280419.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -280443.562500 Penalty: 2518.109375
	Iteration 17Q: 3 clusters Score -280443.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -280453.812500 Penalty: 2518.109375
	Iteration 18Q: 3 clusters Score -280453.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -280469.812500 Penalty: 2518.109375
	Iteration 19Q: 3 clusters Score -280469.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -280480.593750 Penalty: 2518.109375
	Iteration 20F: 3 clusters Score -280480.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -280487.812500 Penalty: 2518.109375
	Iteration 21Q: 3 clusters Score -280487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -280489.750000 Penalty: 2518.109375
	Iteration 22Q: 3 clusters Score -280489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -280489.750000 Penalty: 2518.109375
	Iteration 23Q: 3 clusters Score -280489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -280489.750000 Penalty: 2518.109375
	Iteration 24F: 3 clusters Score -280489.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 14877 members 
Mstep: Class 3 contains 3130 members 
Mstep: Class 4 contains 10740 members 
Mstep: Class 5 contains 59509 members 
Mstep: Class 6 contains 3278 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2316 members 
Mstep: Class 9 contains 46313 members 
Mstep: Class 10 contains 8286 members 
Mstep: Class 11 contains 2045 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 34504 members 
Mstep: Class 14 contains 6164 members 
Mstep: Class 15 contains 15455 members 
Mstep: Class 16 contains 3721 members 
Mstep: Class 17 contains 4214 members 
Mstep: Class 18 contains 14754 members 
Mstep: Class 19 contains 2016 members 
Mstep: Class 20 contains 27865 members 
Mstep: Class 21 contains 8705 members 
Mstep: Class 22 contains 825 members 
Mstep: Class 23 contains 1344 members 
Mstep: Class 24 contains 70967 members 
Mstep: Class 25 contains 13975 members 
Mstep: Class 26 contains 2039 members 
Mstep: Class 27 contains 5779 members 
Mstep: Class 28 contains 6372 members 
Mstep: Class 29 contains 20015 members 
Mstep: Class 30 contains 1278 members 
Mstep: Class 31 contains 2255 members 
Mstep: Class 32 contains 1146 members 
Mstep: Class 33 contains 1492 members 
Entering Unmasked Estep 
Score: -48242192.000000 Penalty: 69198.960938
Splitting cluster 22 changes total score from -48243032.000000 to -48242192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -162255.187500 Penalty: 1170.553345
	Iteration 0F: 2 clusters Score -162255.2 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 680 members 
Entering Unmasked Estep 
Score: -160580.968750 Penalty: 2341.106689
	Iteration 0F: 3 clusters Score -160581 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -160926.218750 Penalty: 2341.106689
	Iteration 1F: 3 clusters Score -160926.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -161030.671875 Penalty: 2341.106689
	Iteration 2F: 3 clusters Score -161030.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -161090.359375 Penalty: 2341.106689
	Iteration 3F: 3 clusters Score -161090.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -161147.687500 Penalty: 2341.106689
	Iteration 4Q: 3 clusters Score -161147.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -161175.937500 Penalty: 2341.106689
	Iteration 5Q: 3 clusters Score -161175.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -161210.281250 Penalty: 2341.106689
	Iteration 6Q: 3 clusters Score -161210.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -161231.843750 Penalty: 2341.106689
	Iteration 7Q: 3 clusters Score -161231.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -161264.859375 Penalty: 2341.106689
	Iteration 8Q: 3 clusters Score -161264.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -161289.203125 Penalty: 2341.106689
	Iteration 9Q: 3 clusters Score -161289.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -161317.656250 Penalty: 2341.106689
	Iteration 10Q: 3 clusters Score -161317.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -161362.312500 Penalty: 2341.106689
	Iteration 11Q: 3 clusters Score -161362.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -161407.468750 Penalty: 2341.106689
	Iteration 12Q: 3 clusters Score -161407.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -161434.531250 Penalty: 2341.106689
	Iteration 13Q: 3 clusters Score -161434.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -161467.437500 Penalty: 2341.106689
	Iteration 14Q: 3 clusters Score -161467.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -161485.046875 Penalty: 2341.106689
	Iteration 15Q: 3 clusters Score -161485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -161496.484375 Penalty: 2341.106689
	Iteration 16Q: 3 clusters Score -161496.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -161507.109375 Penalty: 2341.106689
	Iteration 17Q: 3 clusters Score -161507.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -161514.593750 Penalty: 2341.106689
	Iteration 18Q: 3 clusters Score -161514.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -161518.359375 Penalty: 2341.106689
	Iteration 19Q: 3 clusters Score -161518.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -161522.437500 Penalty: 2341.106689
	Iteration 20F: 3 clusters Score -161522.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -161526.500000 Penalty: 2341.106689
	Iteration 21Q: 3 clusters Score -161526.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -161529.921875 Penalty: 2341.106689
	Iteration 22Q: 3 clusters Score -161529.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -161531.843750 Penalty: 2341.106689
	Iteration 23Q: 3 clusters Score -161531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -161533.109375 Penalty: 2341.106689
	Iteration 24Q: 3 clusters Score -161533.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -161534.015625 Penalty: 2341.106689
	Iteration 25Q: 3 clusters Score -161534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -161534.453125 Penalty: 2341.106689
	Iteration 26Q: 3 clusters Score -161534.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -161534.453125 Penalty: 2341.106689
	Iteration 27F: 3 clusters Score -161534.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (70967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70967 members 
Entering Unmasked Estep 
Score: -8782329.000000 Penalty: 1815.120239
	Iteration 0F: 2 clusters Score -8782329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -8734906.000000 Penalty: 3630.240479
	Iteration 0F: 3 clusters Score -8734906 nChanged 33836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -8754419.000000 Penalty: 3630.240479
	Iteration 1F: 3 clusters Score -8754419 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -8754941.000000 Penalty: 3630.240479
	Iteration 2Q: 3 clusters Score -8754941 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -8755573.000000 Penalty: 3630.240479
	Iteration 3Q: 3 clusters Score -8755573 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -8756206.000000 Penalty: 3630.240479
	Iteration 4Q: 3 clusters Score -8756206 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -8757018.000000 Penalty: 3630.240479
	Iteration 5Q: 3 clusters Score -8757018 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -8757998.000000 Penalty: 3630.240479
	Iteration 6Q: 3 clusters Score -8757998 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -8759467.000000 Penalty: 3630.240479
	Iteration 7Q: 3 clusters Score -8759467 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -8761645.000000 Penalty: 3630.240479
	Iteration 8F: 3 clusters Score -8761645 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -8764484.000000 Penalty: 3630.240479
	Iteration 9F: 3 clusters Score -8764484 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -8768245.000000 Penalty: 3630.240479
	Iteration 10F: 3 clusters Score -8768245 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -8772180.000000 Penalty: 3630.240479
	Iteration 11F: 3 clusters Score -8772180 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 65066 members 
Entering Unmasked Estep 
Score: -8775749.000000 Penalty: 3630.240479
	Iteration 12F: 3 clusters Score -8775749 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 67845 members 
Entering Unmasked Estep 
Score: -8778361.000000 Penalty: 3630.240479
	Iteration 13Q: 3 clusters Score -8778361 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 69401 members 
Entering Unmasked Estep 
Score: -8779699.000000 Penalty: 3630.240479
	Iteration 14Q: 3 clusters Score -8779699 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 70109 members 
Entering Unmasked Estep 
Score: -8780249.000000 Penalty: 3630.240479
	Iteration 15Q: 3 clusters Score -8780249 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 70416 members 
Entering Unmasked Estep 
Score: -8780471.000000 Penalty: 3630.240479
	Iteration 16Q: 3 clusters Score -8780471 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -8780615.000000 Penalty: 3630.240479
	Iteration 17Q: 3 clusters Score -8780615 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
Score: -8780669.000000 Penalty: 3630.240479
	Iteration 18Q: 3 clusters Score -8780669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 70635 members 
Entering Unmasked Estep 
Score: -8780694.000000 Penalty: 3630.240479
	Iteration 19Q: 3 clusters Score -8780694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 70651 members 
Entering Unmasked Estep 
Score: -8780724.000000 Penalty: 3630.240479
	Iteration 20F: 3 clusters Score -8780724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 70662 members 
Entering Unmasked Estep 
Score: -8780758.000000 Penalty: 3630.240479
	Iteration 21Q: 3 clusters Score -8780758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 70666 members 
Entering Unmasked Estep 
Score: -8780779.000000 Penalty: 3630.240479
	Iteration 22Q: 3 clusters Score -8780779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 70672 members 
Entering Unmasked Estep 
Score: -8780795.000000 Penalty: 3630.240479
	Iteration 23Q: 3 clusters Score -8780795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 70676 members 
Entering Unmasked Estep 
Score: -8780806.000000 Penalty: 3630.240479
	Iteration 24Q: 3 clusters Score -8780806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -8780824.000000 Penalty: 3630.240479
	Iteration 25Q: 3 clusters Score -8780824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -8780823.000000 Penalty: 3630.240479
	Iteration 26Q: 3 clusters Score -8780823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -8780828.000000 Penalty: 3630.240479
	Iteration 27Q: 3 clusters Score -8780828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -8780824.000000 Penalty: 3630.240479
	Iteration 28Q: 3 clusters Score -8780824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -8780831.000000 Penalty: 3630.240479
	Iteration 29Q: 3 clusters Score -8780831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 70679 members 
Entering Unmasked Estep 
Score: -8780831.000000 Penalty: 3630.240479
	Iteration 30F: 3 clusters Score -8780831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Entering Unmasked Estep 
Score: -1590540.250000 Penalty: 1551.066528
	Iteration 0F: 2 clusters Score -1590540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1580812.000000 Penalty: 3102.133057
	Iteration 0F: 3 clusters Score -1580812 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1584434.125000 Penalty: 3102.133057
	Iteration 1F: 3 clusters Score -1584434 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1585054.000000 Penalty: 3102.133057
	Iteration 2F: 3 clusters Score -1585054 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1585674.625000 Penalty: 3102.133057
	Iteration 3F: 3 clusters Score -1585675 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1586253.625000 Penalty: 3102.133057
	Iteration 4F: 3 clusters Score -1586254 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1586699.000000 Penalty: 3102.133057
	Iteration 5F: 3 clusters Score -1586699 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1587100.875000 Penalty: 3102.133057
	Iteration 6Q: 3 clusters Score -1587101 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1587462.250000 Penalty: 3102.133057
	Iteration 7Q: 3 clusters Score -1587462 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1587749.375000 Penalty: 3102.133057
	Iteration 8Q: 3 clusters Score -1587749 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1587995.750000 Penalty: 3102.133057
	Iteration 9Q: 3 clusters Score -1587996 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1588191.375000 Penalty: 3102.133057
	Iteration 10Q: 3 clusters Score -1588191 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1588314.000000 Penalty: 3102.133057
	Iteration 11Q: 3 clusters Score -1588314 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1588408.875000 Penalty: 3102.133057
	Iteration 12Q: 3 clusters Score -1588409 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1588482.250000 Penalty: 3102.133057
	Iteration 13Q: 3 clusters Score -1588482 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1588550.125000 Penalty: 3102.133057
	Iteration 14Q: 3 clusters Score -1588550 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1588604.000000 Penalty: 3102.133057
	Iteration 15Q: 3 clusters Score -1588604 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1588650.625000 Penalty: 3102.133057
	Iteration 16Q: 3 clusters Score -1588651 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1588711.875000 Penalty: 3102.133057
	Iteration 17Q: 3 clusters Score -1588712 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1588763.500000 Penalty: 3102.133057
	Iteration 18Q: 3 clusters Score -1588764 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1588803.625000 Penalty: 3102.133057
	Iteration 19Q: 3 clusters Score -1588804 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1588842.750000 Penalty: 3102.133057
	Iteration 20F: 3 clusters Score -1588843 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1588876.500000 Penalty: 3102.133057
	Iteration 21Q: 3 clusters Score -1588876 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1588913.750000 Penalty: 3102.133057
	Iteration 22Q: 3 clusters Score -1588914 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1588940.750000 Penalty: 3102.133057
	Iteration 23Q: 3 clusters Score -1588941 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1588969.250000 Penalty: 3102.133057
	Iteration 24Q: 3 clusters Score -1588969 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1588996.750000 Penalty: 3102.133057
	Iteration 25Q: 3 clusters Score -1588997 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1589024.750000 Penalty: 3102.133057
	Iteration 26Q: 3 clusters Score -1589025 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1589057.125000 Penalty: 3102.133057
	Iteration 27Q: 3 clusters Score -1589057 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1589097.500000 Penalty: 3102.133057
	Iteration 28Q: 3 clusters Score -1589098 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1589134.625000 Penalty: 3102.133057
	Iteration 29Q: 3 clusters Score -1589135 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1589179.750000 Penalty: 3102.133057
	Iteration 30Q: 3 clusters Score -1589180 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1589207.000000 Penalty: 3102.133057
	Iteration 31Q: 3 clusters Score -1589207 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1589238.625000 Penalty: 3102.133057
	Iteration 32Q: 3 clusters Score -1589239 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1589251.000000 Penalty: 3102.133057
	Iteration 33Q: 3 clusters Score -1589251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1589270.375000 Penalty: 3102.133057
	Iteration 34Q: 3 clusters Score -1589270 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1589288.875000 Penalty: 3102.133057
	Iteration 35Q: 3 clusters Score -1589289 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1589303.375000 Penalty: 3102.133057
	Iteration 36Q: 3 clusters Score -1589303 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1589317.375000 Penalty: 3102.133057
	Iteration 37Q: 3 clusters Score -1589317 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1589334.250000 Penalty: 3102.133057
	Iteration 38Q: 3 clusters Score -1589334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1589352.125000 Penalty: 3102.133057
	Iteration 39Q: 3 clusters Score -1589352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1589359.375000 Penalty: 3102.133057
	Iteration 40F: 3 clusters Score -1589359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1589368.250000 Penalty: 3102.133057
	Iteration 41Q: 3 clusters Score -1589368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1589374.500000 Penalty: 3102.133057
	Iteration 42Q: 3 clusters Score -1589374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1589378.625000 Penalty: 3102.133057
	Iteration 43Q: 3 clusters Score -1589379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1589389.000000 Penalty: 3102.133057
	Iteration 44Q: 3 clusters Score -1589389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1589399.750000 Penalty: 3102.133057
	Iteration 45Q: 3 clusters Score -1589400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1589412.750000 Penalty: 3102.133057
	Iteration 46Q: 3 clusters Score -1589413 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1589421.500000 Penalty: 3102.133057
	Iteration 47Q: 3 clusters Score -1589422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1589434.125000 Penalty: 3102.133057
	Iteration 48Q: 3 clusters Score -1589434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1589454.875000 Penalty: 3102.133057
	Iteration 49Q: 3 clusters Score -1589455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1589468.250000 Penalty: 3102.133057
	Iteration 50Q: 3 clusters Score -1589468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1589476.750000 Penalty: 3102.133057
	Iteration 51Q: 3 clusters Score -1589477 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1589488.250000 Penalty: 3102.133057
	Iteration 52Q: 3 clusters Score -1589488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1589491.375000 Penalty: 3102.133057
	Iteration 53Q: 3 clusters Score -1589491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1589502.125000 Penalty: 3102.133057
	Iteration 54Q: 3 clusters Score -1589502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1589507.250000 Penalty: 3102.133057
	Iteration 55Q: 3 clusters Score -1589507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1589515.875000 Penalty: 3102.133057
	Iteration 56Q: 3 clusters Score -1589516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1589522.125000 Penalty: 3102.133057
	Iteration 57Q: 3 clusters Score -1589522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1589527.500000 Penalty: 3102.133057
	Iteration 58Q: 3 clusters Score -1589528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1589530.375000 Penalty: 3102.133057
	Iteration 59Q: 3 clusters Score -1589530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1589538.000000 Penalty: 3102.133057
	Iteration 60F: 3 clusters Score -1589538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1589539.375000 Penalty: 3102.133057
	Iteration 61Q: 3 clusters Score -1589539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1589541.875000 Penalty: 3102.133057
	Iteration 62Q: 3 clusters Score -1589542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1589541.625000 Penalty: 3102.133057
	Iteration 63Q: 3 clusters Score -1589542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1589545.625000 Penalty: 3102.133057
	Iteration 64Q: 3 clusters Score -1589546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1589550.125000 Penalty: 3102.133057
	Iteration 65Q: 3 clusters Score -1589550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1589552.125000 Penalty: 3102.133057
	Iteration 66Q: 3 clusters Score -1589552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1589554.500000 Penalty: 3102.133057
	Iteration 67Q: 3 clusters Score -1589554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1589556.125000 Penalty: 3102.133057
	Iteration 68Q: 3 clusters Score -1589556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1589556.250000 Penalty: 3102.133057
	Iteration 69Q: 3 clusters Score -1589556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1589554.875000 Penalty: 3102.133057
	Iteration 70Q: 3 clusters Score -1589555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1589559.750000 Penalty: 3102.133057
	Iteration 71Q: 3 clusters Score -1589560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1589563.750000 Penalty: 3102.133057
	Iteration 72Q: 3 clusters Score -1589564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1589568.875000 Penalty: 3102.133057
	Iteration 73Q: 3 clusters Score -1589569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1589574.375000 Penalty: 3102.133057
	Iteration 74Q: 3 clusters Score -1589574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -1589575.750000 Penalty: 3102.133057
	Iteration 75Q: 3 clusters Score -1589576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1589574.250000 Penalty: 3102.133057
	Iteration 76Q: 3 clusters Score -1589574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1589577.375000 Penalty: 3102.133057
	Iteration 77Q: 3 clusters Score -1589577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1589575.500000 Penalty: 3102.133057
	Iteration 78Q: 3 clusters Score -1589576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1589577.500000 Penalty: 3102.133057
	Iteration 79Q: 3 clusters Score -1589578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1589579.500000 Penalty: 3102.133057
	Iteration 80F: 3 clusters Score -1589580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1589584.000000 Penalty: 3102.133057
	Iteration 81Q: 3 clusters Score -1589584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1589585.875000 Penalty: 3102.133057
	Iteration 82Q: 3 clusters Score -1589586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1589587.625000 Penalty: 3102.133057
	Iteration 83Q: 3 clusters Score -1589588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1589591.625000 Penalty: 3102.133057
	Iteration 84Q: 3 clusters Score -1589592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1589593.875000 Penalty: 3102.133057
	Iteration 85Q: 3 clusters Score -1589594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1589595.875000 Penalty: 3102.133057
	Iteration 86Q: 3 clusters Score -1589596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1589593.750000 Penalty: 3102.133057
	Iteration 87Q: 3 clusters Score -1589594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1589595.750000 Penalty: 3102.133057
	Iteration 88Q: 3 clusters Score -1589596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1589595.750000 Penalty: 3102.133057
	Iteration 89F: 3 clusters Score -1589596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -246597.140625 Penalty: 1238.284912
	Iteration 0F: 2 clusters Score -246597.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -244491.125000 Penalty: 2476.569824
	Iteration 0F: 3 clusters Score -244491.1 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -244991.765625 Penalty: 2476.569824
	Iteration 1F: 3 clusters Score -244991.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -245093.437500 Penalty: 2476.569824
	Iteration 2F: 3 clusters Score -245093.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -245136.593750 Penalty: 2476.569824
	Iteration 3Q: 3 clusters Score -245136.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -245161.125000 Penalty: 2476.569824
	Iteration 4Q: 3 clusters Score -245161.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -245184.453125 Penalty: 2476.569824
	Iteration 5Q: 3 clusters Score -245184.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -245198.843750 Penalty: 2476.569824
	Iteration 6Q: 3 clusters Score -245198.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -245212.218750 Penalty: 2476.569824
	Iteration 7Q: 3 clusters Score -245212.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -245220.906250 Penalty: 2476.569824
	Iteration 8Q: 3 clusters Score -245220.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -245229.156250 Penalty: 2476.569824
	Iteration 9Q: 3 clusters Score -245229.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -245235.765625 Penalty: 2476.569824
	Iteration 10Q: 3 clusters Score -245235.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -245238.625000 Penalty: 2476.569824
	Iteration 11Q: 3 clusters Score -245238.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -245240.671875 Penalty: 2476.569824
	Iteration 12Q: 3 clusters Score -245240.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -245242.656250 Penalty: 2476.569824
	Iteration 13Q: 3 clusters Score -245242.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -245243.593750 Penalty: 2476.569824
	Iteration 14Q: 3 clusters Score -245243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -245244.890625 Penalty: 2476.569824
	Iteration 15Q: 3 clusters Score -245244.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -245245.046875 Penalty: 2476.569824
	Iteration 16Q: 3 clusters Score -245245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -245245.750000 Penalty: 2476.569824
	Iteration 17Q: 3 clusters Score -245245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -245246.296875 Penalty: 2476.569824
	Iteration 18Q: 3 clusters Score -245246.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -245247.218750 Penalty: 2476.569824
	Iteration 19Q: 3 clusters Score -245247.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -245249.718750 Penalty: 2476.569824
	Iteration 20F: 3 clusters Score -245249.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -245254.359375 Penalty: 2476.569824
	Iteration 21Q: 3 clusters Score -245254.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -245258.343750 Penalty: 2476.569824
	Iteration 22Q: 3 clusters Score -245258.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -245261.515625 Penalty: 2476.569824
	Iteration 23Q: 3 clusters Score -245261.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -245265.265625 Penalty: 2476.569824
	Iteration 24Q: 3 clusters Score -245265.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -245270.375000 Penalty: 2476.569824
	Iteration 25Q: 3 clusters Score -245270.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -245272.390625 Penalty: 2476.569824
	Iteration 26Q: 3 clusters Score -245272.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -245274.250000 Penalty: 2476.569824
	Iteration 27Q: 3 clusters Score -245274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -245278.000000 Penalty: 2476.569824
	Iteration 28Q: 3 clusters Score -245278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -245283.921875 Penalty: 2476.569824
	Iteration 29Q: 3 clusters Score -245283.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -245287.343750 Penalty: 2476.569824
	Iteration 30Q: 3 clusters Score -245287.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -245290.765625 Penalty: 2476.569824
	Iteration 31Q: 3 clusters Score -245290.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -245292.968750 Penalty: 2476.569824
	Iteration 32Q: 3 clusters Score -245293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -245293.828125 Penalty: 2476.569824
	Iteration 33Q: 3 clusters Score -245293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -245294.187500 Penalty: 2476.569824
	Iteration 34Q: 3 clusters Score -245294.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -245294.187500 Penalty: 2476.569824
	Iteration 35F: 3 clusters Score -245294.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Entering Unmasked Estep 
Score: -713194.375000 Penalty: 1407.572754
	Iteration 0F: 2 clusters Score -713194.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -708648.562500 Penalty: 2815.145508
	Iteration 0F: 3 clusters Score -708648.6 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -709930.625000 Penalty: 2815.145508
	Iteration 1F: 3 clusters Score -709930.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -710111.937500 Penalty: 2815.145508
	Iteration 2F: 3 clusters Score -710111.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -710245.000000 Penalty: 2815.145508
	Iteration 3F: 3 clusters Score -710245 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -710366.812500 Penalty: 2815.145508
	Iteration 4Q: 3 clusters Score -710366.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -710474.500000 Penalty: 2815.145508
	Iteration 5Q: 3 clusters Score -710474.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -710565.687500 Penalty: 2815.145508
	Iteration 6Q: 3 clusters Score -710565.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -710677.500000 Penalty: 2815.145508
	Iteration 7Q: 3 clusters Score -710677.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -710838.125000 Penalty: 2815.145508
	Iteration 8Q: 3 clusters Score -710838.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -711023.437500 Penalty: 2815.145508
	Iteration 9Q: 3 clusters Score -711023.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -711242.687500 Penalty: 2815.145508
	Iteration 10F: 3 clusters Score -711242.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -711422.500000 Penalty: 2815.145508
	Iteration 11Q: 3 clusters Score -711422.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -711559.312500 Penalty: 2815.145508
	Iteration 12Q: 3 clusters Score -711559.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -711653.500000 Penalty: 2815.145508
	Iteration 13Q: 3 clusters Score -711653.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -711709.062500 Penalty: 2815.145508
	Iteration 14Q: 3 clusters Score -711709.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -711756.875000 Penalty: 2815.145508
	Iteration 15Q: 3 clusters Score -711756.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -711798.875000 Penalty: 2815.145508
	Iteration 16Q: 3 clusters Score -711798.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -711827.125000 Penalty: 2815.145508
	Iteration 17Q: 3 clusters Score -711827.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -711856.437500 Penalty: 2815.145508
	Iteration 18Q: 3 clusters Score -711856.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -711882.687500 Penalty: 2815.145508
	Iteration 19Q: 3 clusters Score -711882.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -711901.625000 Penalty: 2815.145508
	Iteration 20F: 3 clusters Score -711901.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -711917.562500 Penalty: 2815.145508
	Iteration 21Q: 3 clusters Score -711917.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -711928.000000 Penalty: 2815.145508
	Iteration 22Q: 3 clusters Score -711928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -711937.750000 Penalty: 2815.145508
	Iteration 23Q: 3 clusters Score -711937.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -711945.437500 Penalty: 2815.145508
	Iteration 24Q: 3 clusters Score -711945.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -711957.875000 Penalty: 2815.145508
	Iteration 25Q: 3 clusters Score -711957.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -711969.812500 Penalty: 2815.145508
	Iteration 26Q: 3 clusters Score -711969.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -711979.125000 Penalty: 2815.145508
	Iteration 27Q: 3 clusters Score -711979.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -711989.937500 Penalty: 2815.145508
	Iteration 28Q: 3 clusters Score -711989.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -712001.562500 Penalty: 2815.145508
	Iteration 29Q: 3 clusters Score -712001.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -712008.625000 Penalty: 2815.145508
	Iteration 30Q: 3 clusters Score -712008.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -712017.187500 Penalty: 2815.145508
	Iteration 31Q: 3 clusters Score -712017.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -712024.625000 Penalty: 2815.145508
	Iteration 32Q: 3 clusters Score -712024.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -712027.625000 Penalty: 2815.145508
	Iteration 33Q: 3 clusters Score -712027.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -712033.000000 Penalty: 2815.145508
	Iteration 34Q: 3 clusters Score -712033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -712039.500000 Penalty: 2815.145508
	Iteration 35Q: 3 clusters Score -712039.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -712041.312500 Penalty: 2815.145508
	Iteration 36Q: 3 clusters Score -712041.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -712043.875000 Penalty: 2815.145508
	Iteration 37Q: 3 clusters Score -712043.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -712047.937500 Penalty: 2815.145508
	Iteration 38Q: 3 clusters Score -712047.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -712047.875000 Penalty: 2815.145508
	Iteration 39Q: 3 clusters Score -712047.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -712053.187500 Penalty: 2815.145508
	Iteration 40F: 3 clusters Score -712053.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -712051.500000 Penalty: 2815.145508
	Iteration 41Q: 3 clusters Score -712051.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -712053.500000 Penalty: 2815.145508
	Iteration 42Q: 3 clusters Score -712053.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -712054.125000 Penalty: 2815.145508
	Iteration 43Q: 3 clusters Score -712054.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -712057.250000 Penalty: 2815.145508
	Iteration 44Q: 3 clusters Score -712057.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -712058.750000 Penalty: 2815.145508
	Iteration 45Q: 3 clusters Score -712058.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -712058.750000 Penalty: 2815.145508
	Iteration 46F: 3 clusters Score -712058.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Entering Unmasked Estep 
Score: -771116.312500 Penalty: 1423.446167
	Iteration 0F: 2 clusters Score -771116.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -766371.437500 Penalty: 2846.892334
	Iteration 0F: 3 clusters Score -766371.4 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -767835.812500 Penalty: 2846.892334
	Iteration 1F: 3 clusters Score -767835.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -768077.500000 Penalty: 2846.892334
	Iteration 2F: 3 clusters Score -768077.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -768223.125000 Penalty: 2846.892334
	Iteration 3F: 3 clusters Score -768223.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -768375.375000 Penalty: 2846.892334
	Iteration 4Q: 3 clusters Score -768375.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -768555.750000 Penalty: 2846.892334
	Iteration 5Q: 3 clusters Score -768555.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -768739.937500 Penalty: 2846.892334
	Iteration 6Q: 3 clusters Score -768739.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -768914.750000 Penalty: 2846.892334
	Iteration 7Q: 3 clusters Score -768914.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -769080.875000 Penalty: 2846.892334
	Iteration 8Q: 3 clusters Score -769080.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -769216.125000 Penalty: 2846.892334
	Iteration 9Q: 3 clusters Score -769216.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -769359.937500 Penalty: 2846.892334
	Iteration 10Q: 3 clusters Score -769359.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -769496.125000 Penalty: 2846.892334
	Iteration 11Q: 3 clusters Score -769496.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -769608.562500 Penalty: 2846.892334
	Iteration 12Q: 3 clusters Score -769608.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -769739.312500 Penalty: 2846.892334
	Iteration 13Q: 3 clusters Score -769739.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -769929.875000 Penalty: 2846.892334
	Iteration 14Q: 3 clusters Score -769929.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -770197.562500 Penalty: 2846.892334
	Iteration 15Q: 3 clusters Score -770197.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -770409.500000 Penalty: 2846.892334
	Iteration 16Q: 3 clusters Score -770409.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -770484.562500 Penalty: 2846.892334
	Iteration 17Q: 3 clusters Score -770484.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -770520.625000 Penalty: 2846.892334
	Iteration 18Q: 3 clusters Score -770520.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -770541.500000 Penalty: 2846.892334
	Iteration 19Q: 3 clusters Score -770541.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -770566.812500 Penalty: 2846.892334
	Iteration 20F: 3 clusters Score -770566.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -770597.375000 Penalty: 2846.892334
	Iteration 21Q: 3 clusters Score -770597.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -770628.875000 Penalty: 2846.892334
	Iteration 22Q: 3 clusters Score -770628.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -770675.312500 Penalty: 2846.892334
	Iteration 23Q: 3 clusters Score -770675.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -770729.625000 Penalty: 2846.892334
	Iteration 24Q: 3 clusters Score -770729.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -770792.312500 Penalty: 2846.892334
	Iteration 25Q: 3 clusters Score -770792.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -770839.687500 Penalty: 2846.892334
	Iteration 26Q: 3 clusters Score -770839.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -770868.625000 Penalty: 2846.892334
	Iteration 27Q: 3 clusters Score -770868.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -770887.062500 Penalty: 2846.892334
	Iteration 28Q: 3 clusters Score -770887.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -770895.312500 Penalty: 2846.892334
	Iteration 29Q: 3 clusters Score -770895.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -770899.437500 Penalty: 2846.892334
	Iteration 30Q: 3 clusters Score -770899.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -770904.000000 Penalty: 2846.892334
	Iteration 31Q: 3 clusters Score -770904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -770905.937500 Penalty: 2846.892334
	Iteration 32Q: 3 clusters Score -770905.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -770907.500000 Penalty: 2846.892334
	Iteration 33Q: 3 clusters Score -770907.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -770909.125000 Penalty: 2846.892334
	Iteration 34Q: 3 clusters Score -770909.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -770910.937500 Penalty: 2846.892334
	Iteration 35Q: 3 clusters Score -770910.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -770912.812500 Penalty: 2846.892334
	Iteration 36Q: 3 clusters Score -770912.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -770911.250000 Penalty: 2846.892334
	Iteration 37Q: 3 clusters Score -770911.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -770912.187500 Penalty: 2846.892334
	Iteration 38Q: 3 clusters Score -770912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -770913.000000 Penalty: 2846.892334
	Iteration 39Q: 3 clusters Score -770913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -770914.312500 Penalty: 2846.892334
	Iteration 40F: 3 clusters Score -770914.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -770915.187500 Penalty: 2846.892334
	Iteration 41Q: 3 clusters Score -770915.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -770917.312500 Penalty: 2846.892334
	Iteration 42Q: 3 clusters Score -770917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -770919.875000 Penalty: 2846.892334
	Iteration 43Q: 3 clusters Score -770919.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -770918.312500 Penalty: 2846.892334
	Iteration 44Q: 3 clusters Score -770918.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -770920.000000 Penalty: 2846.892334
	Iteration 45Q: 3 clusters Score -770920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -770921.000000 Penalty: 2846.892334
	Iteration 46Q: 3 clusters Score -770921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -770920.187500 Penalty: 2846.892334
	Iteration 47Q: 3 clusters Score -770920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -770920.562500 Penalty: 2846.892334
	Iteration 48Q: 3 clusters Score -770920.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -770921.937500 Penalty: 2846.892334
	Iteration 49Q: 3 clusters Score -770921.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -770921.250000 Penalty: 2846.892334
	Iteration 50Q: 3 clusters Score -770921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -770921.312500 Penalty: 2846.892334
	Iteration 51Q: 3 clusters Score -770921.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -770922.062500 Penalty: 2846.892334
	Iteration 52Q: 3 clusters Score -770922.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -770922.062500 Penalty: 2846.892334
	Iteration 53F: 3 clusters Score -770922.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (20015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Entering Unmasked Estep 
Score: -2460475.250000 Penalty: 1609.438599
	Iteration 0F: 2 clusters Score -2460475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2446813.000000 Penalty: 3218.877197
	Iteration 0F: 3 clusters Score -2446813 nChanged 9084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2451665.000000 Penalty: 3218.877197
	Iteration 1F: 3 clusters Score -2451665 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2451958.750000 Penalty: 3218.877197
	Iteration 2Q: 3 clusters Score -2451959 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -2452234.000000 Penalty: 3218.877197
	Iteration 3Q: 3 clusters Score -2452234 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2452526.000000 Penalty: 3218.877197
	Iteration 4Q: 3 clusters Score -2452526 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2452916.000000 Penalty: 3218.877197
	Iteration 5Q: 3 clusters Score -2452916 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2453459.750000 Penalty: 3218.877197
	Iteration 6Q: 3 clusters Score -2453460 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2454223.750000 Penalty: 3218.877197
	Iteration 7F: 3 clusters Score -2454224 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2455098.250000 Penalty: 3218.877197
	Iteration 8F: 3 clusters Score -2455098 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2456105.500000 Penalty: 3218.877197
	Iteration 9F: 3 clusters Score -2456106 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2457019.250000 Penalty: 3218.877197
	Iteration 10Q: 3 clusters Score -2457019 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2457706.250000 Penalty: 3218.877197
	Iteration 11Q: 3 clusters Score -2457706 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -2458125.000000 Penalty: 3218.877197
	Iteration 12Q: 3 clusters Score -2458125 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2458348.500000 Penalty: 3218.877197
	Iteration 13Q: 3 clusters Score -2458348 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2458479.500000 Penalty: 3218.877197
	Iteration 14Q: 3 clusters Score -2458480 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -2458563.500000 Penalty: 3218.877197
	Iteration 15Q: 3 clusters Score -2458564 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2458625.250000 Penalty: 3218.877197
	Iteration 16Q: 3 clusters Score -2458625 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2458675.500000 Penalty: 3218.877197
	Iteration 17Q: 3 clusters Score -2458676 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2458716.750000 Penalty: 3218.877197
	Iteration 18Q: 3 clusters Score -2458717 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2458738.000000 Penalty: 3218.877197
	Iteration 19Q: 3 clusters Score -2458738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2458761.000000 Penalty: 3218.877197
	Iteration 20F: 3 clusters Score -2458761 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2458786.500000 Penalty: 3218.877197
	Iteration 21Q: 3 clusters Score -2458786 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2458795.500000 Penalty: 3218.877197
	Iteration 22Q: 3 clusters Score -2458796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2458806.000000 Penalty: 3218.877197
	Iteration 23Q: 3 clusters Score -2458806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2458813.250000 Penalty: 3218.877197
	Iteration 24Q: 3 clusters Score -2458813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2458808.500000 Penalty: 3218.877197
	Iteration 25Q: 3 clusters Score -2458808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2458820.250000 Penalty: 3218.877197
	Iteration 26Q: 3 clusters Score -2458820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2458822.250000 Penalty: 3218.877197
	Iteration 27Q: 3 clusters Score -2458822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2458832.750000 Penalty: 3218.877197
	Iteration 28Q: 3 clusters Score -2458833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2458831.750000 Penalty: 3218.877197
	Iteration 29Q: 3 clusters Score -2458832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2458843.750000 Penalty: 3218.877197
	Iteration 30Q: 3 clusters Score -2458844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2458852.750000 Penalty: 3218.877197
	Iteration 31Q: 3 clusters Score -2458853 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2458860.500000 Penalty: 3218.877197
	Iteration 32Q: 3 clusters Score -2458860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2458862.750000 Penalty: 3218.877197
	Iteration 33Q: 3 clusters Score -2458863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2458861.250000 Penalty: 3218.877197
	Iteration 34Q: 3 clusters Score -2458861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2458862.250000 Penalty: 3218.877197
	Iteration 35Q: 3 clusters Score -2458862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2458867.000000 Penalty: 3218.877197
	Iteration 36Q: 3 clusters Score -2458867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2458867.250000 Penalty: 3218.877197
	Iteration 37Q: 3 clusters Score -2458867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2458876.500000 Penalty: 3218.877197
	Iteration 38Q: 3 clusters Score -2458876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2458886.750000 Penalty: 3218.877197
	Iteration 39Q: 3 clusters Score -2458887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2458889.000000 Penalty: 3218.877197
	Iteration 40F: 3 clusters Score -2458889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2458886.500000 Penalty: 3218.877197
	Iteration 41Q: 3 clusters Score -2458886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2458891.000000 Penalty: 3218.877197
	Iteration 42Q: 3 clusters Score -2458891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2458892.500000 Penalty: 3218.877197
	Iteration 43Q: 3 clusters Score -2458892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2458892.750000 Penalty: 3218.877197
	Iteration 44Q: 3 clusters Score -2458893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2458898.000000 Penalty: 3218.877197
	Iteration 45Q: 3 clusters Score -2458898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2458910.250000 Penalty: 3218.877197
	Iteration 46Q: 3 clusters Score -2458910 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2458910.500000 Penalty: 3218.877197
	Iteration 47Q: 3 clusters Score -2458910 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2458912.750000 Penalty: 3218.877197
	Iteration 48Q: 3 clusters Score -2458913 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2458917.500000 Penalty: 3218.877197
	Iteration 49Q: 3 clusters Score -2458918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2458925.250000 Penalty: 3218.877197
	Iteration 50Q: 3 clusters Score -2458925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2458934.750000 Penalty: 3218.877197
	Iteration 51Q: 3 clusters Score -2458935 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2458943.750000 Penalty: 3218.877197
	Iteration 52Q: 3 clusters Score -2458944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2458951.750000 Penalty: 3218.877197
	Iteration 53Q: 3 clusters Score -2458952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2458960.750000 Penalty: 3218.877197
	Iteration 54Q: 3 clusters Score -2458961 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2458964.500000 Penalty: 3218.877197
	Iteration 55Q: 3 clusters Score -2458964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2458966.250000 Penalty: 3218.877197
	Iteration 56Q: 3 clusters Score -2458966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2458973.250000 Penalty: 3218.877197
	Iteration 57Q: 3 clusters Score -2458973 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2458977.000000 Penalty: 3218.877197
	Iteration 58Q: 3 clusters Score -2458977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2458984.750000 Penalty: 3218.877197
	Iteration 59Q: 3 clusters Score -2458985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2458991.000000 Penalty: 3218.877197
	Iteration 60F: 3 clusters Score -2458991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2458997.250000 Penalty: 3218.877197
	Iteration 61Q: 3 clusters Score -2458997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2459003.000000 Penalty: 3218.877197
	Iteration 62Q: 3 clusters Score -2459003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -2459009.250000 Penalty: 3218.877197
	Iteration 63Q: 3 clusters Score -2459009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2459009.000000 Penalty: 3218.877197
	Iteration 64Q: 3 clusters Score -2459009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -2459010.000000 Penalty: 3218.877197
	Iteration 65Q: 3 clusters Score -2459010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2459009.750000 Penalty: 3218.877197
	Iteration 66Q: 3 clusters Score -2459010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2459011.500000 Penalty: 3218.877197
	Iteration 67Q: 3 clusters Score -2459012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2459013.500000 Penalty: 3218.877197
	Iteration 68Q: 3 clusters Score -2459014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2459014.250000 Penalty: 3218.877197
	Iteration 69Q: 3 clusters Score -2459014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2459016.000000 Penalty: 3218.877197
	Iteration 70Q: 3 clusters Score -2459016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2459012.250000 Penalty: 3218.877197
	Iteration 71Q: 3 clusters Score -2459012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2459016.500000 Penalty: 3218.877197
	Iteration 72Q: 3 clusters Score -2459016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2459021.000000 Penalty: 3218.877197
	Iteration 73Q: 3 clusters Score -2459021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2459022.250000 Penalty: 3218.877197
	Iteration 74Q: 3 clusters Score -2459022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2459024.000000 Penalty: 3218.877197
	Iteration 75Q: 3 clusters Score -2459024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -2459022.250000 Penalty: 3218.877197
	Iteration 76Q: 3 clusters Score -2459022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2459024.750000 Penalty: 3218.877197
	Iteration 77Q: 3 clusters Score -2459025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2459029.000000 Penalty: 3218.877197
	Iteration 78Q: 3 clusters Score -2459029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2459028.000000 Penalty: 3218.877197
	Iteration 79Q: 3 clusters Score -2459028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2459032.500000 Penalty: 3218.877197
	Iteration 80F: 3 clusters Score -2459032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2459030.750000 Penalty: 3218.877197
	Iteration 81Q: 3 clusters Score -2459031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2459029.750000 Penalty: 3218.877197
	Iteration 82Q: 3 clusters Score -2459030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -2459029.500000 Penalty: 3218.877197
	Iteration 83Q: 3 clusters Score -2459030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2459024.500000 Penalty: 3218.877197
	Iteration 84Q: 3 clusters Score -2459024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -2459027.500000 Penalty: 3218.877197
	Iteration 85Q: 3 clusters Score -2459028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2459030.250000 Penalty: 3218.877197
	Iteration 86Q: 3 clusters Score -2459030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -2459030.000000 Penalty: 3218.877197
	Iteration 87Q: 3 clusters Score -2459030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2459031.000000 Penalty: 3218.877197
	Iteration 88Q: 3 clusters Score -2459031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -2459029.000000 Penalty: 3218.877197
	Iteration 89Q: 3 clusters Score -2459029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -2459029.250000 Penalty: 3218.877197
	Iteration 90Q: 3 clusters Score -2459029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2459034.750000 Penalty: 3218.877197
	Iteration 91Q: 3 clusters Score -2459035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -2459030.750000 Penalty: 3218.877197
	Iteration 92Q: 3 clusters Score -2459031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2459035.500000 Penalty: 3218.877197
	Iteration 93Q: 3 clusters Score -2459036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2459037.500000 Penalty: 3218.877197
	Iteration 94Q: 3 clusters Score -2459038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -2459039.750000 Penalty: 3218.877197
	Iteration 95Q: 3 clusters Score -2459040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2459045.250000 Penalty: 3218.877197
	Iteration 96Q: 3 clusters Score -2459045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2459045.000000 Penalty: 3218.877197
	Iteration 97Q: 3 clusters Score -2459045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -2459053.750000 Penalty: 3218.877197
	Iteration 98Q: 3 clusters Score -2459054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2459054.750000 Penalty: 3218.877197
	Iteration 99Q: 3 clusters Score -2459055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2459057.750000 Penalty: 3218.877197
	Iteration 100F: 3 clusters Score -2459058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2459058.750000 Penalty: 3218.877197
	Iteration 101Q: 3 clusters Score -2459059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2459058.250000 Penalty: 3218.877197
	Iteration 102Q: 3 clusters Score -2459058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2459057.250000 Penalty: 3218.877197
	Iteration 103Q: 3 clusters Score -2459057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2459058.250000 Penalty: 3218.877197
	Iteration 104Q: 3 clusters Score -2459058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2459066.500000 Penalty: 3218.877197
	Iteration 105Q: 3 clusters Score -2459066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2459072.750000 Penalty: 3218.877197
	Iteration 106Q: 3 clusters Score -2459073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -2459079.250000 Penalty: 3218.877197
	Iteration 107Q: 3 clusters Score -2459079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2459085.250000 Penalty: 3218.877197
	Iteration 108Q: 3 clusters Score -2459085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2459091.000000 Penalty: 3218.877197
	Iteration 109Q: 3 clusters Score -2459091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2459100.250000 Penalty: 3218.877197
	Iteration 110Q: 3 clusters Score -2459100 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2459103.250000 Penalty: 3218.877197
	Iteration 111Q: 3 clusters Score -2459103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2459109.250000 Penalty: 3218.877197
	Iteration 112Q: 3 clusters Score -2459109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2459116.250000 Penalty: 3218.877197
	Iteration 113Q: 3 clusters Score -2459116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2459116.250000 Penalty: 3218.877197
	Iteration 114Q: 3 clusters Score -2459116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -2459118.250000 Penalty: 3218.877197
	Iteration 115Q: 3 clusters Score -2459118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2459118.500000 Penalty: 3218.877197
	Iteration 116Q: 3 clusters Score -2459118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2459123.500000 Penalty: 3218.877197
	Iteration 117Q: 3 clusters Score -2459124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2459127.500000 Penalty: 3218.877197
	Iteration 118Q: 3 clusters Score -2459128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -2459132.500000 Penalty: 3218.877197
	Iteration 119Q: 3 clusters Score -2459132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2459133.500000 Penalty: 3218.877197
	Iteration 120F: 3 clusters Score -2459134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -2459139.250000 Penalty: 3218.877197
	Iteration 121Q: 3 clusters Score -2459139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2459142.750000 Penalty: 3218.877197
	Iteration 122Q: 3 clusters Score -2459143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2459143.500000 Penalty: 3218.877197
	Iteration 123Q: 3 clusters Score -2459144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2459148.000000 Penalty: 3218.877197
	Iteration 124Q: 3 clusters Score -2459148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2459147.250000 Penalty: 3218.877197
	Iteration 125Q: 3 clusters Score -2459147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2459148.750000 Penalty: 3218.877197
	Iteration 126Q: 3 clusters Score -2459149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2459149.750000 Penalty: 3218.877197
	Iteration 127Q: 3 clusters Score -2459150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2459151.750000 Penalty: 3218.877197
	Iteration 128Q: 3 clusters Score -2459152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2459151.750000 Penalty: 3218.877197
	Iteration 129Q: 3 clusters Score -2459152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2459151.750000 Penalty: 3218.877197
	Iteration 130F: 3 clusters Score -2459152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -159437.812500 Penalty: 1162.370972
	Iteration 0F: 2 clusters Score -159437.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -157802.890625 Penalty: 2324.741943
	Iteration 0F: 3 clusters Score -157802.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -158102.515625 Penalty: 2324.741943
	Iteration 1F: 3 clusters Score -158102.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -158166.140625 Penalty: 2324.741943
	Iteration 2F: 3 clusters Score -158166.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -158196.015625 Penalty: 2324.741943
	Iteration 3Q: 3 clusters Score -158196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -158217.859375 Penalty: 2324.741943
	Iteration 4Q: 3 clusters Score -158217.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -158232.171875 Penalty: 2324.741943
	Iteration 5Q: 3 clusters Score -158232.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -158241.437500 Penalty: 2324.741943
	Iteration 6Q: 3 clusters Score -158241.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -158249.734375 Penalty: 2324.741943
	Iteration 7Q: 3 clusters Score -158249.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -158258.468750 Penalty: 2324.741943
	Iteration 8Q: 3 clusters Score -158258.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -158266.281250 Penalty: 2324.741943
	Iteration 9Q: 3 clusters Score -158266.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -158276.515625 Penalty: 2324.741943
	Iteration 10Q: 3 clusters Score -158276.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -158283.171875 Penalty: 2324.741943
	Iteration 11Q: 3 clusters Score -158283.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -158287.500000 Penalty: 2324.741943
	Iteration 12Q: 3 clusters Score -158287.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -158289.109375 Penalty: 2324.741943
	Iteration 13Q: 3 clusters Score -158289.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -158291.406250 Penalty: 2324.741943
	Iteration 14Q: 3 clusters Score -158291.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -158291.406250 Penalty: 2324.741943
	Iteration 15F: 3 clusters Score -158291.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Entering Unmasked Estep 
Score: -249712.203125 Penalty: 1254.647095
	Iteration 0F: 2 clusters Score -249712.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -247508.937500 Penalty: 2509.294189
	Iteration 0F: 3 clusters Score -247508.9 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -248129.703125 Penalty: 2509.294189
	Iteration 1F: 3 clusters Score -248129.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -248351.281250 Penalty: 2509.294189
	Iteration 2F: 3 clusters Score -248351.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -248585.937500 Penalty: 2509.294189
	Iteration 3F: 3 clusters Score -248585.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -248775.312500 Penalty: 2509.294189
	Iteration 4F: 3 clusters Score -248775.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -248921.718750 Penalty: 2509.294189
	Iteration 5F: 3 clusters Score -248921.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -249028.375000 Penalty: 2509.294189
	Iteration 6F: 3 clusters Score -249028.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -249107.875000 Penalty: 2509.294189
	Iteration 7Q: 3 clusters Score -249107.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -249174.406250 Penalty: 2509.294189
	Iteration 8Q: 3 clusters Score -249174.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -249230.828125 Penalty: 2509.294189
	Iteration 9Q: 3 clusters Score -249230.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -249296.718750 Penalty: 2509.294189
	Iteration 10Q: 3 clusters Score -249296.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -249364.046875 Penalty: 2509.294189
	Iteration 11Q: 3 clusters Score -249364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -249395.078125 Penalty: 2509.294189
	Iteration 12Q: 3 clusters Score -249395.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -249414.859375 Penalty: 2509.294189
	Iteration 13Q: 3 clusters Score -249414.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -249422.000000 Penalty: 2509.294189
	Iteration 14Q: 3 clusters Score -249422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -249430.843750 Penalty: 2509.294189
	Iteration 15Q: 3 clusters Score -249430.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -249438.390625 Penalty: 2509.294189
	Iteration 16Q: 3 clusters Score -249438.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -249442.718750 Penalty: 2509.294189
	Iteration 17Q: 3 clusters Score -249442.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -249448.625000 Penalty: 2509.294189
	Iteration 18Q: 3 clusters Score -249448.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -249450.921875 Penalty: 2509.294189
	Iteration 19Q: 3 clusters Score -249450.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -249452.468750 Penalty: 2509.294189
	Iteration 20F: 3 clusters Score -249452.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -249454.437500 Penalty: 2509.294189
	Iteration 21Q: 3 clusters Score -249454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -249455.703125 Penalty: 2509.294189
	Iteration 22Q: 3 clusters Score -249455.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -249456.828125 Penalty: 2509.294189
	Iteration 23Q: 3 clusters Score -249456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -249457.453125 Penalty: 2509.294189
	Iteration 24Q: 3 clusters Score -249457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -249457.562500 Penalty: 2509.294189
	Iteration 25Q: 3 clusters Score -249457.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -249457.562500 Penalty: 2509.294189
	Iteration 26F: 3 clusters Score -249457.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Entering Unmasked Estep 
Score: -138409.984375 Penalty: 1144.655396
	Iteration 0F: 2 clusters Score -138410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -136867.359375 Penalty: 2289.310791
	Iteration 0F: 3 clusters Score -136867.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -137121.750000 Penalty: 2289.310791
	Iteration 1F: 3 clusters Score -137121.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -137229.765625 Penalty: 2289.310791
	Iteration 2F: 3 clusters Score -137229.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -137291.468750 Penalty: 2289.310791
	Iteration 3Q: 3 clusters Score -137291.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -137334.812500 Penalty: 2289.310791
	Iteration 4Q: 3 clusters Score -137334.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -137369.406250 Penalty: 2289.310791
	Iteration 5Q: 3 clusters Score -137369.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -137410.078125 Penalty: 2289.310791
	Iteration 6Q: 3 clusters Score -137410.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -137440.093750 Penalty: 2289.310791
	Iteration 7Q: 3 clusters Score -137440.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -137470.203125 Penalty: 2289.310791
	Iteration 8Q: 3 clusters Score -137470.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -137501.218750 Penalty: 2289.310791
	Iteration 9Q: 3 clusters Score -137501.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -137551.812500 Penalty: 2289.310791
	Iteration 10Q: 3 clusters Score -137551.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -137603.890625 Penalty: 2289.310791
	Iteration 11Q: 3 clusters Score -137603.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -137645.156250 Penalty: 2289.310791
	Iteration 12Q: 3 clusters Score -137645.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -137680.453125 Penalty: 2289.310791
	Iteration 13Q: 3 clusters Score -137680.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -137716.968750 Penalty: 2289.310791
	Iteration 14Q: 3 clusters Score -137717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -137739.578125 Penalty: 2289.310791
	Iteration 15Q: 3 clusters Score -137739.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -137755.140625 Penalty: 2289.310791
	Iteration 16Q: 3 clusters Score -137755.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -137765.984375 Penalty: 2289.310791
	Iteration 17Q: 3 clusters Score -137766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -137771.734375 Penalty: 2289.310791
	Iteration 18Q: 3 clusters Score -137771.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -137779.187500 Penalty: 2289.310791
	Iteration 19Q: 3 clusters Score -137779.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -137784.343750 Penalty: 2289.310791
	Iteration 20F: 3 clusters Score -137784.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -137791.859375 Penalty: 2289.310791
	Iteration 21Q: 3 clusters Score -137791.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -137796.937500 Penalty: 2289.310791
	Iteration 22Q: 3 clusters Score -137796.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -137800.703125 Penalty: 2289.310791
	Iteration 23Q: 3 clusters Score -137800.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -137804.593750 Penalty: 2289.310791
	Iteration 24Q: 3 clusters Score -137804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -137810.093750 Penalty: 2289.310791
	Iteration 25Q: 3 clusters Score -137810.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -137815.156250 Penalty: 2289.310791
	Iteration 26Q: 3 clusters Score -137815.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -137821.109375 Penalty: 2289.310791
	Iteration 27Q: 3 clusters Score -137821.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -137830.968750 Penalty: 2289.310791
	Iteration 28Q: 3 clusters Score -137831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -137841.359375 Penalty: 2289.310791
	Iteration 29Q: 3 clusters Score -137841.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -137858.609375 Penalty: 2289.310791
	Iteration 30Q: 3 clusters Score -137858.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -137876.875000 Penalty: 2289.310791
	Iteration 31Q: 3 clusters Score -137876.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -137885.593750 Penalty: 2289.310791
	Iteration 32Q: 3 clusters Score -137885.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -137889.640625 Penalty: 2289.310791
	Iteration 33Q: 3 clusters Score -137889.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -137894.843750 Penalty: 2289.310791
	Iteration 34Q: 3 clusters Score -137894.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -137898.656250 Penalty: 2289.310791
	Iteration 35Q: 3 clusters Score -137898.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -137901.656250 Penalty: 2289.310791
	Iteration 36Q: 3 clusters Score -137901.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -137902.546875 Penalty: 2289.310791
	Iteration 37Q: 3 clusters Score -137902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -137904.421875 Penalty: 2289.310791
	Iteration 38Q: 3 clusters Score -137904.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -137906.203125 Penalty: 2289.310791
	Iteration 39Q: 3 clusters Score -137906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -137906.203125 Penalty: 2289.310791
	Iteration 40F: 3 clusters Score -137906.2 nChanged 0
--- Evaluating fit on full set of 1206035 points ---
Entering Unmasked Estep 
Score: -144911600.000000 Penalty: 72814.812500
22->33 Clusters: Score -144911600.000000, best is -144942864.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 402011 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 18243 members 
Mstep: Class 3 contains 18242 members 
Mstep: Class 4 contains 18320 members 
Mstep: Class 5 contains 18261 members 
Mstep: Class 6 contains 18243 members 
Mstep: Class 7 contains 18485 members 
Mstep: Class 8 contains 18191 members 
Mstep: Class 9 contains 18406 members 
Mstep: Class 10 contains 18244 members 
Mstep: Class 11 contains 18471 members 
Mstep: Class 12 contains 18439 members 
Mstep: Class 13 contains 18199 members 
Mstep: Class 14 contains 18274 members 
Mstep: Class 15 contains 18305 members 
Mstep: Class 16 contains 18390 members 
Mstep: Class 17 contains 18112 members 
Mstep: Class 18 contains 18154 members 
Mstep: Class 19 contains 18035 members 
Mstep: Class 20 contains 18331 members 
Mstep: Class 21 contains 18295 members 
Mstep: Class 22 contains 18095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 458.264435 but Gain 2096.937500
Score: -45976080.000000 Penalty: 44035.703125
Iteration 0F: 22 clusters Score -4.597608e+07 nChanged 381284
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 16560 members 
Mstep: Class 3 contains 37825 members 
Mstep: Class 4 contains 9783 members 
Mstep: Class 5 contains 15532 members 
Mstep: Class 6 contains 22232 members 
Mstep: Class 7 contains 21217 members 
Mstep: Class 8 contains 23454 members 
Mstep: Class 9 contains 17756 members 
Mstep: Class 10 contains 36691 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 13549 members 
Mstep: Class 13 contains 13626 members 
Mstep: Class 14 contains 21472 members 
Mstep: Class 15 contains 20710 members 
Mstep: Class 16 contains 20421 members 
Mstep: Class 17 contains 17599 members 
Mstep: Class 19 contains 18797 members 
Mstep: Class 20 contains 12637 members 
Mstep: Class 21 contains 17755 members 
Mstep: Class 22 contains 12266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47243916.000000 Penalty: 44035.703125
Iteration 1F: 22 clusters Score -4.724392e+07 nChanged 173743
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 10204 members 
Mstep: Class 3 contains 54600 members 
Mstep: Class 4 contains 4289 members 
Mstep: Class 5 contains 8145 members 
Mstep: Class 6 contains 28363 members 
Mstep: Class 7 contains 27397 members 
Mstep: Class 8 contains 34497 members 
Mstep: Class 9 contains 24687 members 
Mstep: Class 10 contains 41884 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 9864 members 
Mstep: Class 13 contains 15259 members 
Mstep: Class 14 contains 21465 members 
Mstep: Class 15 contains 12032 members 
Mstep: Class 16 contains 19824 members 
Mstep: Class 17 contains 18933 members 
Mstep: Class 19 contains 14422 members 
Mstep: Class 20 contains 8086 members 
Mstep: Class 21 contains 14127 members 
Mstep: Class 22 contains 9703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47619872.000000 Penalty: 44035.703125
Iteration 2F: 22 clusters Score -4.761987e+07 nChanged 113873
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 6493 members 
Mstep: Class 3 contains 62402 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 5526 members 
Mstep: Class 6 contains 27613 members 
Mstep: Class 7 contains 28289 members 
Mstep: Class 8 contains 39742 members 
Mstep: Class 9 contains 36059 members 
Mstep: Class 10 contains 45294 members 
Mstep: Class 11 contains 5276 members 
Mstep: Class 12 contains 7642 members 
Mstep: Class 13 contains 18212 members 
Mstep: Class 14 contains 20526 members 
Mstep: Class 15 contains 9093 members 
Mstep: Class 16 contains 16574 members 
Mstep: Class 17 contains 20938 members 
Mstep: Class 19 contains 11796 members 
Mstep: Class 20 contains 4057 members 
Mstep: Class 21 contains 9999 members 
Mstep: Class 22 contains 9186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47815712.000000 Penalty: 44035.703125
Iteration 3F: 22 clusters Score -4.781571e+07 nChanged 83735
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 4562 members 
Mstep: Class 3 contains 65928 members 
Mstep: Class 4 contains 2775 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 24579 members 
Mstep: Class 7 contains 23686 members 
Mstep: Class 8 contains 44285 members 
Mstep: Class 9 contains 49865 members 
Mstep: Class 10 contains 47640 members 
Mstep: Class 11 contains 5630 members 
Mstep: Class 12 contains 6507 members 
Mstep: Class 13 contains 19930 members 
Mstep: Class 14 contains 20122 members 
Mstep: Class 15 contains 9431 members 
Mstep: Class 16 contains 13797 members 
Mstep: Class 17 contains 20352 members 
Mstep: Class 19 contains 11587 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 6908 members 
Mstep: Class 22 contains 7846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1608.725952 but Gain 2096.941406
Score: -47928400.000000 Penalty: 41938.761719
Iteration 4F: 21 clusters Score -4.79284e+07 nChanged 62286
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 3523 members 
Mstep: Class 3 contains 68499 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 3964 members 
Mstep: Class 6 contains 21715 members 
Mstep: Class 7 contains 17806 members 
Mstep: Class 8 contains 50277 members 
Mstep: Class 9 contains 60431 members 
Mstep: Class 10 contains 47981 members 
Mstep: Class 11 contains 5722 members 
Mstep: Class 12 contains 6834 members 
Mstep: Class 13 contains 19928 members 
Mstep: Class 14 contains 19832 members 
Mstep: Class 15 contains 10426 members 
Mstep: Class 16 contains 12250 members 
Mstep: Class 17 contains 19134 members 
Mstep: Class 19 contains 11096 members 
Mstep: Class 21 contains 5421 members 
Mstep: Class 22 contains 6606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48001308.000000 Penalty: 41938.761719
Iteration 5F: 21 clusters Score -4.800131e+07 nChanged 44505
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3019 members 
Mstep: Class 3 contains 70623 members 
Mstep: Class 4 contains 3382 members 
Mstep: Class 5 contains 3498 members 
Mstep: Class 6 contains 19811 members 
Mstep: Class 7 contains 13345 members 
Mstep: Class 8 contains 55552 members 
Mstep: Class 9 contains 66034 members 
Mstep: Class 10 contains 46419 members 
Mstep: Class 11 contains 5590 members 
Mstep: Class 12 contains 8492 members 
Mstep: Class 13 contains 18982 members 
Mstep: Class 14 contains 20390 members 
Mstep: Class 15 contains 11006 members 
Mstep: Class 16 contains 11378 members 
Mstep: Class 17 contains 17621 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 21 contains 4835 members 
Mstep: Class 22 contains 5988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48047704.000000 Penalty: 41938.761719
Iteration 6F: 21 clusters Score -4.80477e+07 nChanged 33641
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2877 members 
Mstep: Class 3 contains 72573 members 
Mstep: Class 4 contains 3761 members 
Mstep: Class 5 contains 3325 members 
Mstep: Class 6 contains 18883 members 
Mstep: Class 7 contains 10420 members 
Mstep: Class 8 contains 59563 members 
Mstep: Class 9 contains 68921 members 
Mstep: Class 10 contains 43832 members 
Mstep: Class 11 contains 5314 members 
Mstep: Class 12 contains 10543 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 20811 members 
Mstep: Class 15 contains 11333 members 
Mstep: Class 16 contains 10859 members 
Mstep: Class 17 contains 16376 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 21 contains 4625 members 
Mstep: Class 22 contains 5637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48082000.000000 Penalty: 41938.761719
Iteration 7F: 21 clusters Score -4.8082e+07 nChanged 26529
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 2982 members 
Mstep: Class 3 contains 74536 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 3423 members 
Mstep: Class 6 contains 18347 members 
Mstep: Class 7 contains 8352 members 
Mstep: Class 8 contains 62442 members 
Mstep: Class 9 contains 70685 members 
Mstep: Class 10 contains 40864 members 
Mstep: Class 11 contains 5114 members 
Mstep: Class 12 contains 11980 members 
Mstep: Class 13 contains 18778 members 
Mstep: Class 14 contains 21045 members 
Mstep: Class 15 contains 11330 members 
Mstep: Class 16 contains 10640 members 
Mstep: Class 17 contains 15223 members 
Mstep: Class 19 contains 6153 members 
Mstep: Class 21 contains 4458 members 
Mstep: Class 22 contains 5380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48105324.000000 Penalty: 41938.761719
Iteration 8F: 21 clusters Score -4.810532e+07 nChanged 21295
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3491 members 
Mstep: Class 3 contains 76387 members 
Mstep: Class 4 contains 4178 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 17832 members 
Mstep: Class 7 contains 6768 members 
Mstep: Class 8 contains 64660 members 
Mstep: Class 9 contains 71932 members 
Mstep: Class 10 contains 38182 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 12986 members 
Mstep: Class 13 contains 19280 members 
Mstep: Class 14 contains 21068 members 
Mstep: Class 15 contains 11191 members 
Mstep: Class 16 contains 10417 members 
Mstep: Class 17 contains 14249 members 
Mstep: Class 19 contains 5183 members 
Mstep: Class 21 contains 4312 members 
Mstep: Class 22 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48122236.000000 Penalty: 41938.761719
Iteration 9F: 21 clusters Score -4.812224e+07 nChanged 16782
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 4377 members 
Mstep: Class 3 contains 77969 members 
Mstep: Class 4 contains 4361 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 17253 members 
Mstep: Class 7 contains 5600 members 
Mstep: Class 8 contains 66214 members 
Mstep: Class 9 contains 72780 members 
Mstep: Class 10 contains 35914 members 
Mstep: Class 11 contains 4083 members 
Mstep: Class 12 contains 13804 members 
Mstep: Class 13 contains 19879 members 
Mstep: Class 14 contains 20874 members 
Mstep: Class 15 contains 10938 members 
Mstep: Class 16 contains 10123 members 
Mstep: Class 17 contains 13496 members 
Mstep: Class 19 contains 4611 members 
Mstep: Class 21 contains 4206 members 
Mstep: Class 22 contains 4886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48136204.000000 Penalty: 41938.761719
Iteration 10Q: 21 clusters Score -4.81362e+07 nChanged 12782
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4834 members 
Mstep: Class 3 contains 79176 members 
Mstep: Class 4 contains 4545 members 
Mstep: Class 5 contains 4317 members 
Mstep: Class 6 contains 16599 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 67178 members 
Mstep: Class 9 contains 73391 members 
Mstep: Class 10 contains 34153 members 
Mstep: Class 11 contains 3801 members 
Mstep: Class 12 contains 14509 members 
Mstep: Class 13 contains 20504 members 
Mstep: Class 14 contains 20184 members 
Mstep: Class 15 contains 10734 members 
Mstep: Class 16 contains 9824 members 
Mstep: Class 17 contains 12982 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 21 contains 4126 members 
Mstep: Class 22 contains 4685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48143292.000000 Penalty: 41938.761719
Iteration 11Q: 21 clusters Score -4.814329e+07 nChanged 9885
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5010 members 
Mstep: Class 3 contains 80005 members 
Mstep: Class 4 contains 4750 members 
Mstep: Class 5 contains 4445 members 
Mstep: Class 6 contains 15873 members 
Mstep: Class 7 contains 4055 members 
Mstep: Class 8 contains 68107 members 
Mstep: Class 9 contains 73857 members 
Mstep: Class 10 contains 32770 members 
Mstep: Class 11 contains 3662 members 
Mstep: Class 12 contains 15086 members 
Mstep: Class 13 contains 21091 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 10604 members 
Mstep: Class 16 contains 9540 members 
Mstep: Class 17 contains 12533 members 
Mstep: Class 19 contains 5247 members 
Mstep: Class 21 contains 4057 members 
Mstep: Class 22 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48146188.000000 Penalty: 41938.761719
Iteration 12Q: 21 clusters Score -4.814619e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 80554 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 4512 members 
Mstep: Class 6 contains 15066 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 68892 members 
Mstep: Class 9 contains 74254 members 
Mstep: Class 10 contains 31694 members 
Mstep: Class 11 contains 3592 members 
Mstep: Class 12 contains 15588 members 
Mstep: Class 13 contains 21631 members 
Mstep: Class 14 contains 19038 members 
Mstep: Class 15 contains 10518 members 
Mstep: Class 16 contains 9296 members 
Mstep: Class 17 contains 12194 members 
Mstep: Class 19 contains 5557 members 
Mstep: Class 21 contains 3993 members 
Mstep: Class 22 contains 4410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48148016.000000 Penalty: 41938.761719
Iteration 13Q: 21 clusters Score -4.814802e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 80912 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 4534 members 
Mstep: Class 6 contains 14197 members 
Mstep: Class 7 contains 3342 members 
Mstep: Class 8 contains 69556 members 
Mstep: Class 9 contains 74668 members 
Mstep: Class 10 contains 30792 members 
Mstep: Class 11 contains 3537 members 
Mstep: Class 12 contains 16067 members 
Mstep: Class 13 contains 22110 members 
Mstep: Class 14 contains 18683 members 
Mstep: Class 15 contains 10455 members 
Mstep: Class 16 contains 9072 members 
Mstep: Class 17 contains 11950 members 
Mstep: Class 19 contains 5814 members 
Mstep: Class 21 contains 3944 members 
Mstep: Class 22 contains 4310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48149560.000000 Penalty: 41938.761719
Iteration 14Q: 21 clusters Score -4.814956e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5145 members 
Mstep: Class 3 contains 81090 members 
Mstep: Class 4 contains 5182 members 
Mstep: Class 5 contains 4558 members 
Mstep: Class 6 contains 13347 members 
Mstep: Class 7 contains 3188 members 
Mstep: Class 8 contains 70169 members 
Mstep: Class 9 contains 75020 members 
Mstep: Class 10 contains 30114 members 
Mstep: Class 11 contains 3495 members 
Mstep: Class 12 contains 16512 members 
Mstep: Class 13 contains 22562 members 
Mstep: Class 14 contains 18398 members 
Mstep: Class 15 contains 10357 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 11752 members 
Mstep: Class 19 contains 6066 members 
Mstep: Class 21 contains 3887 members 
Mstep: Class 22 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48150892.000000 Penalty: 41938.761719
Iteration 15Q: 21 clusters Score -4.815089e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 5153 members 
Mstep: Class 3 contains 81098 members 
Mstep: Class 4 contains 5372 members 
Mstep: Class 5 contains 4571 members 
Mstep: Class 6 contains 12527 members 
Mstep: Class 7 contains 3089 members 
Mstep: Class 8 contains 70759 members 
Mstep: Class 9 contains 75323 members 
Mstep: Class 10 contains 29560 members 
Mstep: Class 11 contains 3476 members 
Mstep: Class 12 contains 16886 members 
Mstep: Class 13 contains 22986 members 
Mstep: Class 14 contains 18149 members 
Mstep: Class 15 contains 10264 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 11535 members 
Mstep: Class 19 contains 6299 members 
Mstep: Class 21 contains 3833 members 
Mstep: Class 22 contains 4132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48152172.000000 Penalty: 41938.761719
Iteration 16Q: 21 clusters Score -4.815217e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 5165 members 
Mstep: Class 3 contains 81060 members 
Mstep: Class 4 contains 5567 members 
Mstep: Class 5 contains 4605 members 
Mstep: Class 6 contains 11794 members 
Mstep: Class 7 contains 3013 members 
Mstep: Class 8 contains 71209 members 
Mstep: Class 9 contains 75643 members 
Mstep: Class 10 contains 29099 members 
Mstep: Class 11 contains 3469 members 
Mstep: Class 12 contains 17214 members 
Mstep: Class 13 contains 23339 members 
Mstep: Class 14 contains 17930 members 
Mstep: Class 15 contains 10177 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 11355 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 21 contains 3763 members 
Mstep: Class 22 contains 4070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48153836.000000 Penalty: 41938.761719
Iteration 17Q: 21 clusters Score -4.815384e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5181 members 
Mstep: Class 3 contains 81003 members 
Mstep: Class 4 contains 5773 members 
Mstep: Class 5 contains 4620 members 
Mstep: Class 6 contains 11256 members 
Mstep: Class 7 contains 2970 members 
Mstep: Class 8 contains 71491 members 
Mstep: Class 9 contains 75925 members 
Mstep: Class 10 contains 28670 members 
Mstep: Class 11 contains 3466 members 
Mstep: Class 12 contains 17532 members 
Mstep: Class 13 contains 23671 members 
Mstep: Class 14 contains 17694 members 
Mstep: Class 15 contains 10104 members 
Mstep: Class 16 contains 8354 members 
Mstep: Class 17 contains 11189 members 
Mstep: Class 19 contains 6789 members 
Mstep: Class 21 contains 3692 members 
Mstep: Class 22 contains 4003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48155404.000000 Penalty: 41938.761719
Iteration 18Q: 21 clusters Score -4.81554e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 5191 members 
Mstep: Class 3 contains 80852 members 
Mstep: Class 4 contains 6013 members 
Mstep: Class 5 contains 4640 members 
Mstep: Class 6 contains 10931 members 
Mstep: Class 7 contains 2932 members 
Mstep: Class 8 contains 71613 members 
Mstep: Class 9 contains 76162 members 
Mstep: Class 10 contains 28323 members 
Mstep: Class 11 contains 3470 members 
Mstep: Class 12 contains 17797 members 
Mstep: Class 13 contains 23965 members 
Mstep: Class 14 contains 17451 members 
Mstep: Class 15 contains 10022 members 
Mstep: Class 16 contains 8228 members 
Mstep: Class 17 contains 11023 members 
Mstep: Class 19 contains 7088 members 
Mstep: Class 21 contains 3634 members 
Mstep: Class 22 contains 3937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48156264.000000 Penalty: 41938.761719
Iteration 19Q: 21 clusters Score -4.815626e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 5174 members 
Mstep: Class 3 contains 80658 members 
Mstep: Class 4 contains 6268 members 
Mstep: Class 5 contains 4624 members 
Mstep: Class 6 contains 10768 members 
Mstep: Class 7 contains 2914 members 
Mstep: Class 8 contains 71602 members 
Mstep: Class 9 contains 76379 members 
Mstep: Class 10 contains 28075 members 
Mstep: Class 11 contains 3494 members 
Mstep: Class 12 contains 18031 members 
Mstep: Class 13 contains 24243 members 
Mstep: Class 14 contains 17233 members 
Mstep: Class 15 contains 9939 members 
Mstep: Class 16 contains 8105 members 
Mstep: Class 17 contains 10844 members 
Mstep: Class 19 contains 7392 members 
Mstep: Class 21 contains 3580 members 
Mstep: Class 22 contains 3869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48157516.000000 Penalty: 41938.761719
Iteration 20F: 21 clusters Score -4.815752e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 5154 members 
Mstep: Class 3 contains 80455 members 
Mstep: Class 4 contains 6533 members 
Mstep: Class 5 contains 4598 members 
Mstep: Class 6 contains 10698 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 8 contains 71522 members 
Mstep: Class 9 contains 76524 members 
Mstep: Class 10 contains 27864 members 
Mstep: Class 11 contains 3528 members 
Mstep: Class 12 contains 18220 members 
Mstep: Class 13 contains 24520 members 
Mstep: Class 14 contains 16934 members 
Mstep: Class 15 contains 9876 members 
Mstep: Class 16 contains 7985 members 
Mstep: Class 17 contains 10665 members 
Mstep: Class 19 contains 7789 members 
Mstep: Class 21 contains 3530 members 
Mstep: Class 22 contains 3807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48158600.000000 Penalty: 41938.761719
Iteration 21Q: 21 clusters Score -4.81586e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 5137 members 
Mstep: Class 3 contains 80233 members 
Mstep: Class 4 contains 6807 members 
Mstep: Class 5 contains 4545 members 
Mstep: Class 6 contains 10687 members 
Mstep: Class 7 contains 2934 members 
Mstep: Class 8 contains 71378 members 
Mstep: Class 9 contains 76669 members 
Mstep: Class 10 contains 27693 members 
Mstep: Class 11 contains 3550 members 
Mstep: Class 12 contains 18365 members 
Mstep: Class 13 contains 24769 members 
Mstep: Class 14 contains 16564 members 
Mstep: Class 15 contains 9867 members 
Mstep: Class 16 contains 7881 members 
Mstep: Class 17 contains 10488 members 
Mstep: Class 19 contains 8284 members 
Mstep: Class 21 contains 3481 members 
Mstep: Class 22 contains 3754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48159596.000000 Penalty: 41938.761719
Iteration 22Q: 21 clusters Score -4.81596e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 79995 members 
Mstep: Class 4 contains 7043 members 
Mstep: Class 5 contains 4494 members 
Mstep: Class 6 contains 10685 members 
Mstep: Class 7 contains 2961 members 
Mstep: Class 8 contains 71233 members 
Mstep: Class 9 contains 76792 members 
Mstep: Class 10 contains 27528 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 18503 members 
Mstep: Class 13 contains 25040 members 
Mstep: Class 14 contains 16175 members 
Mstep: Class 15 contains 9859 members 
Mstep: Class 16 contains 7782 members 
Mstep: Class 17 contains 10319 members 
Mstep: Class 19 contains 8846 members 
Mstep: Class 21 contains 3419 members 
Mstep: Class 22 contains 3665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48160652.000000 Penalty: 41938.761719
Iteration 23Q: 21 clusters Score -4.816065e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 5120 members 
Mstep: Class 3 contains 79695 members 
Mstep: Class 4 contains 7271 members 
Mstep: Class 5 contains 4451 members 
Mstep: Class 6 contains 10670 members 
Mstep: Class 7 contains 3023 members 
Mstep: Class 8 contains 71066 members 
Mstep: Class 9 contains 76892 members 
Mstep: Class 10 contains 27396 members 
Mstep: Class 11 contains 3572 members 
Mstep: Class 12 contains 18652 members 
Mstep: Class 13 contains 25327 members 
Mstep: Class 14 contains 15701 members 
Mstep: Class 15 contains 9912 members 
Mstep: Class 16 contains 7660 members 
Mstep: Class 17 contains 10163 members 
Mstep: Class 19 contains 9526 members 
Mstep: Class 21 contains 3365 members 
Mstep: Class 22 contains 3563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48161696.000000 Penalty: 41938.761719
Iteration 24Q: 21 clusters Score -4.81617e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 79332 members 
Mstep: Class 4 contains 7478 members 
Mstep: Class 5 contains 4417 members 
Mstep: Class 6 contains 10670 members 
Mstep: Class 7 contains 3104 members 
Mstep: Class 8 contains 70913 members 
Mstep: Class 9 contains 76952 members 
Mstep: Class 10 contains 27286 members 
Mstep: Class 11 contains 3554 members 
Mstep: Class 12 contains 18772 members 
Mstep: Class 13 contains 25620 members 
Mstep: Class 14 contains 15211 members 
Mstep: Class 15 contains 9971 members 
Mstep: Class 16 contains 7568 members 
Mstep: Class 17 contains 10019 members 
Mstep: Class 19 contains 10270 members 
Mstep: Class 21 contains 3305 members 
Mstep: Class 22 contains 3450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48163056.000000 Penalty: 41938.761719
Iteration 25Q: 21 clusters Score -4.816306e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 5094 members 
Mstep: Class 3 contains 78960 members 
Mstep: Class 4 contains 7668 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 10672 members 
Mstep: Class 7 contains 3181 members 
Mstep: Class 8 contains 70733 members 
Mstep: Class 9 contains 77010 members 
Mstep: Class 10 contains 27195 members 
Mstep: Class 11 contains 3529 members 
Mstep: Class 12 contains 18905 members 
Mstep: Class 13 contains 25907 members 
Mstep: Class 14 contains 14789 members 
Mstep: Class 15 contains 10053 members 
Mstep: Class 16 contains 7479 members 
Mstep: Class 17 contains 9878 members 
Mstep: Class 19 contains 11013 members 
Mstep: Class 21 contains 3249 members 
Mstep: Class 22 contains 3305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48164232.000000 Penalty: 41938.761719
Iteration 26Q: 21 clusters Score -4.816423e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 5089 members 
Mstep: Class 3 contains 78670 members 
Mstep: Class 4 contains 7823 members 
Mstep: Class 5 contains 4318 members 
Mstep: Class 6 contains 10654 members 
Mstep: Class 7 contains 3248 members 
Mstep: Class 8 contains 70554 members 
Mstep: Class 9 contains 77048 members 
Mstep: Class 10 contains 27082 members 
Mstep: Class 11 contains 3497 members 
Mstep: Class 12 contains 19038 members 
Mstep: Class 13 contains 26148 members 
Mstep: Class 14 contains 14459 members 
Mstep: Class 15 contains 10153 members 
Mstep: Class 16 contains 7387 members 
Mstep: Class 17 contains 9762 members 
Mstep: Class 19 contains 11704 members 
Mstep: Class 21 contains 3191 members 
Mstep: Class 22 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48165424.000000 Penalty: 41938.761719
Iteration 27Q: 21 clusters Score -4.816542e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 78386 members 
Mstep: Class 4 contains 7941 members 
Mstep: Class 5 contains 4305 members 
Mstep: Class 6 contains 10649 members 
Mstep: Class 7 contains 3316 members 
Mstep: Class 8 contains 70373 members 
Mstep: Class 9 contains 77064 members 
Mstep: Class 10 contains 26989 members 
Mstep: Class 11 contains 3461 members 
Mstep: Class 12 contains 19162 members 
Mstep: Class 13 contains 26378 members 
Mstep: Class 14 contains 14260 members 
Mstep: Class 15 contains 10241 members 
Mstep: Class 16 contains 7300 members 
Mstep: Class 17 contains 9666 members 
Mstep: Class 19 contains 12297 members 
Mstep: Class 21 contains 3140 members 
Mstep: Class 22 contains 2935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48166632.000000 Penalty: 41938.761719
Iteration 28Q: 21 clusters Score -4.816663e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 78067 members 
Mstep: Class 4 contains 8067 members 
Mstep: Class 5 contains 4315 members 
Mstep: Class 6 contains 10658 members 
Mstep: Class 7 contains 3408 members 
Mstep: Class 8 contains 70158 members 
Mstep: Class 9 contains 77065 members 
Mstep: Class 10 contains 26891 members 
Mstep: Class 11 contains 3396 members 
Mstep: Class 12 contains 19289 members 
Mstep: Class 13 contains 26623 members 
Mstep: Class 14 contains 14205 members 
Mstep: Class 15 contains 10341 members 
Mstep: Class 16 contains 7215 members 
Mstep: Class 17 contains 9578 members 
Mstep: Class 19 contains 12755 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48168304.000000 Penalty: 41938.761719
Iteration 29Q: 21 clusters Score -4.81683e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 77738 members 
Mstep: Class 4 contains 8178 members 
Mstep: Class 5 contains 4313 members 
Mstep: Class 6 contains 10652 members 
Mstep: Class 7 contains 3515 members 
Mstep: Class 8 contains 69939 members 
Mstep: Class 9 contains 77086 members 
Mstep: Class 10 contains 26805 members 
Mstep: Class 11 contains 3338 members 
Mstep: Class 12 contains 19397 members 
Mstep: Class 13 contains 26889 members 
Mstep: Class 14 contains 14161 members 
Mstep: Class 15 contains 10448 members 
Mstep: Class 16 contains 7133 members 
Mstep: Class 17 contains 9491 members 
Mstep: Class 19 contains 13094 members 
Mstep: Class 21 contains 3082 members 
Mstep: Class 22 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48169376.000000 Penalty: 41938.761719
Iteration 30Q: 21 clusters Score -4.816938e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 5004 members 
Mstep: Class 3 contains 77416 members 
Mstep: Class 4 contains 8290 members 
Mstep: Class 5 contains 4303 members 
Mstep: Class 6 contains 10659 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 69701 members 
Mstep: Class 9 contains 77111 members 
Mstep: Class 10 contains 26727 members 
Mstep: Class 11 contains 3283 members 
Mstep: Class 12 contains 19495 members 
Mstep: Class 13 contains 27132 members 
Mstep: Class 14 contains 14179 members 
Mstep: Class 15 contains 10573 members 
Mstep: Class 16 contains 7061 members 
Mstep: Class 17 contains 9405 members 
Mstep: Class 19 contains 13325 members 
Mstep: Class 21 contains 3073 members 
Mstep: Class 22 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48170128.000000 Penalty: 41938.761719
Iteration 31Q: 21 clusters Score -4.817013e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 77096 members 
Mstep: Class 4 contains 8386 members 
Mstep: Class 5 contains 4320 members 
Mstep: Class 6 contains 10668 members 
Mstep: Class 7 contains 3694 members 
Mstep: Class 8 contains 69503 members 
Mstep: Class 9 contains 77151 members 
Mstep: Class 10 contains 26656 members 
Mstep: Class 11 contains 3220 members 
Mstep: Class 12 contains 19603 members 
Mstep: Class 13 contains 27358 members 
Mstep: Class 14 contains 14220 members 
Mstep: Class 15 contains 10680 members 
Mstep: Class 16 contains 6975 members 
Mstep: Class 17 contains 9331 members 
Mstep: Class 19 contains 13486 members 
Mstep: Class 21 contains 3067 members 
Mstep: Class 22 contains 2516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48170564.000000 Penalty: 41938.761719
Iteration 32Q: 21 clusters Score -4.817056e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 4972 members 
Mstep: Class 3 contains 76794 members 
Mstep: Class 4 contains 8463 members 
Mstep: Class 5 contains 4344 members 
Mstep: Class 6 contains 10673 members 
Mstep: Class 7 contains 3794 members 
Mstep: Class 8 contains 69309 members 
Mstep: Class 9 contains 77172 members 
Mstep: Class 10 contains 26605 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 19703 members 
Mstep: Class 13 contains 27583 members 
Mstep: Class 14 contains 14290 members 
Mstep: Class 15 contains 10777 members 
Mstep: Class 16 contains 6893 members 
Mstep: Class 17 contains 9250 members 
Mstep: Class 19 contains 13583 members 
Mstep: Class 21 contains 3066 members 
Mstep: Class 22 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48171104.000000 Penalty: 41938.761719
Iteration 33Q: 21 clusters Score -4.81711e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 4965 members 
Mstep: Class 3 contains 76512 members 
Mstep: Class 4 contains 8535 members 
Mstep: Class 5 contains 4364 members 
Mstep: Class 6 contains 10684 members 
Mstep: Class 7 contains 3919 members 
Mstep: Class 8 contains 69091 members 
Mstep: Class 9 contains 77183 members 
Mstep: Class 10 contains 26555 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 19797 members 
Mstep: Class 13 contains 27778 members 
Mstep: Class 14 contains 14354 members 
Mstep: Class 15 contains 10896 members 
Mstep: Class 16 contains 6825 members 
Mstep: Class 17 contains 9183 members 
Mstep: Class 19 contains 13655 members 
Mstep: Class 21 contains 3065 members 
Mstep: Class 22 contains 2437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48171636.000000 Penalty: 41938.761719
Iteration 34Q: 21 clusters Score -4.817164e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 76258 members 
Mstep: Class 4 contains 8595 members 
Mstep: Class 5 contains 4388 members 
Mstep: Class 6 contains 10687 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 68856 members 
Mstep: Class 9 contains 77191 members 
Mstep: Class 10 contains 26496 members 
Mstep: Class 11 contains 3047 members 
Mstep: Class 12 contains 19877 members 
Mstep: Class 13 contains 27970 members 
Mstep: Class 14 contains 14437 members 
Mstep: Class 15 contains 10993 members 
Mstep: Class 16 contains 6780 members 
Mstep: Class 17 contains 9123 members 
Mstep: Class 19 contains 13694 members 
Mstep: Class 21 contains 3064 members 
Mstep: Class 22 contains 2411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48171960.000000 Penalty: 41938.761719
Iteration 35Q: 21 clusters Score -4.817196e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 76045 members 
Mstep: Class 4 contains 8644 members 
Mstep: Class 5 contains 4403 members 
Mstep: Class 6 contains 10685 members 
Mstep: Class 7 contains 4253 members 
Mstep: Class 8 contains 68565 members 
Mstep: Class 9 contains 77206 members 
Mstep: Class 10 contains 26441 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 19954 members 
Mstep: Class 13 contains 28160 members 
Mstep: Class 14 contains 14530 members 
Mstep: Class 15 contains 11082 members 
Mstep: Class 16 contains 6735 members 
Mstep: Class 17 contains 9070 members 
Mstep: Class 19 contains 13717 members 
Mstep: Class 21 contains 3058 members 
Mstep: Class 22 contains 2383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48172248.000000 Penalty: 41938.761719
Iteration 36Q: 21 clusters Score -4.817225e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 4927 members 
Mstep: Class 3 contains 75774 members 
Mstep: Class 4 contains 8693 members 
Mstep: Class 5 contains 4415 members 
Mstep: Class 6 contains 10683 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 68312 members 
Mstep: Class 9 contains 77219 members 
Mstep: Class 10 contains 26409 members 
Mstep: Class 11 contains 2990 members 
Mstep: Class 12 contains 20042 members 
Mstep: Class 13 contains 28352 members 
Mstep: Class 14 contains 14634 members 
Mstep: Class 15 contains 11157 members 
Mstep: Class 16 contains 6675 members 
Mstep: Class 17 contains 9021 members 
Mstep: Class 19 contains 13738 members 
Mstep: Class 21 contains 3056 members 
Mstep: Class 22 contains 2347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48172628.000000 Penalty: 41938.761719
Iteration 37Q: 21 clusters Score -4.817263e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4923 members 
Mstep: Class 3 contains 75543 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 4430 members 
Mstep: Class 6 contains 10688 members 
Mstep: Class 7 contains 4627 members 
Mstep: Class 8 contains 68012 members 
Mstep: Class 9 contains 77235 members 
Mstep: Class 10 contains 26373 members 
Mstep: Class 11 contains 2961 members 
Mstep: Class 12 contains 20149 members 
Mstep: Class 13 contains 28541 members 
Mstep: Class 14 contains 14746 members 
Mstep: Class 15 contains 11226 members 
Mstep: Class 16 contains 6610 members 
Mstep: Class 17 contains 8979 members 
Mstep: Class 19 contains 13745 members 
Mstep: Class 21 contains 3055 members 
Mstep: Class 22 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48173044.000000 Penalty: 41938.761719
Iteration 38Q: 21 clusters Score -4.817304e+07 nChanged 1328
Entering ConstructFrom: 
Score: -48173044.000000 Penalty: 41938.761719
Entering ConstructFrom: 
Trying to split cluster 1 (9123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Entering Unmasked Estep 
Score: -1104828.500000 Penalty: 1481.765015
	Iteration 0F: 2 clusters Score -1104828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1098270.750000 Penalty: 2963.530029
	Iteration 0F: 3 clusters Score -1098271 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1100501.125000 Penalty: 2963.530029
	Iteration 1F: 3 clusters Score -1100501 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1100762.750000 Penalty: 2963.530029
	Iteration 2F: 3 clusters Score -1100763 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1100987.000000 Penalty: 2963.530029
	Iteration 3F: 3 clusters Score -1100987 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1101256.625000 Penalty: 2963.530029
	Iteration 4Q: 3 clusters Score -1101257 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1101785.000000 Penalty: 2963.530029
	Iteration 5F: 3 clusters Score -1101785 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1102608.625000 Penalty: 2963.530029
	Iteration 6F: 3 clusters Score -1102609 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1103555.125000 Penalty: 2963.530029
	Iteration 7F: 3 clusters Score -1103555 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1104322.750000 Penalty: 2963.530029
	Iteration 8F: 3 clusters Score -1104323 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1104777.250000 Penalty: 2963.530029
	Iteration 9F: 3 clusters Score -1104777 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1105002.625000 Penalty: 2963.530029
	Iteration 10Q: 3 clusters Score -1105003 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1105133.125000 Penalty: 2963.530029
	Iteration 11Q: 3 clusters Score -1105133 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1105205.875000 Penalty: 2963.530029
	Iteration 12Q: 3 clusters Score -1105206 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1105257.000000 Penalty: 2963.530029
	Iteration 13Q: 3 clusters Score -1105257 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1105274.500000 Penalty: 2963.530029
	Iteration 14Q: 3 clusters Score -1105274 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1105292.750000 Penalty: 2963.530029
	Iteration 15Q: 3 clusters Score -1105293 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1105303.000000 Penalty: 2963.530029
	Iteration 16Q: 3 clusters Score -1105303 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1105313.250000 Penalty: 2963.530029
	Iteration 17Q: 3 clusters Score -1105313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1105327.375000 Penalty: 2963.530029
	Iteration 18Q: 3 clusters Score -1105327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1105334.125000 Penalty: 2963.530029
	Iteration 19Q: 3 clusters Score -1105334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1105339.125000 Penalty: 2963.530029
	Iteration 20F: 3 clusters Score -1105339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1105346.250000 Penalty: 2963.530029
	Iteration 21Q: 3 clusters Score -1105346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1105351.375000 Penalty: 2963.530029
	Iteration 22Q: 3 clusters Score -1105351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1105358.250000 Penalty: 2963.530029
	Iteration 23Q: 3 clusters Score -1105358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1105363.125000 Penalty: 2963.530029
	Iteration 24Q: 3 clusters Score -1105363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1105368.250000 Penalty: 2963.530029
	Iteration 25Q: 3 clusters Score -1105368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1105370.375000 Penalty: 2963.530029
	Iteration 26Q: 3 clusters Score -1105370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1105371.375000 Penalty: 2963.530029
	Iteration 27Q: 3 clusters Score -1105371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1105373.250000 Penalty: 2963.530029
	Iteration 28Q: 3 clusters Score -1105373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1105373.125000 Penalty: 2963.530029
	Iteration 29Q: 3 clusters Score -1105373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1105373.750000 Penalty: 2963.530029
	Iteration 30Q: 3 clusters Score -1105374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1105374.750000 Penalty: 2963.530029
	Iteration 31Q: 3 clusters Score -1105375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1105374.125000 Penalty: 2963.530029
	Iteration 32Q: 3 clusters Score -1105374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1105374.125000 Penalty: 2963.530029
	Iteration 33F: 3 clusters Score -1105374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4913 members 
Mstep: Class 3 contains 75364 members 
Mstep: Class 4 contains 8759 members 
Mstep: Class 5 contains 4441 members 
Mstep: Class 6 contains 10691 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 67692 members 
Mstep: Class 9 contains 77232 members 
Mstep: Class 10 contains 26339 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 20259 members 
Mstep: Class 13 contains 28723 members 
Mstep: Class 14 contains 14817 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 8124 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 21 contains 3051 members 
Mstep: Class 22 contains 2276 members 
Entering Unmasked Estep 
Score: -48173172.000000 Penalty: 44035.703125
Splitting cluster 1 changes total score from -48173044.000000 to -48173172.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 2 (4913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Entering Unmasked Estep 
Score: -582898.312500 Penalty: 1381.191528
	Iteration 0F: 2 clusters Score -582898.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -578974.312500 Penalty: 2762.383057
	Iteration 0F: 3 clusters Score -578974.3 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -580186.375000 Penalty: 2762.383057
	Iteration 1F: 3 clusters Score -580186.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -580566.562500 Penalty: 2762.383057
	Iteration 2F: 3 clusters Score -580566.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -580902.500000 Penalty: 2762.383057
	Iteration 3F: 3 clusters Score -580902.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -581181.187500 Penalty: 2762.383057
	Iteration 4F: 3 clusters Score -581181.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -581456.312500 Penalty: 2762.383057
	Iteration 5F: 3 clusters Score -581456.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -581699.312500 Penalty: 2762.383057
	Iteration 6Q: 3 clusters Score -581699.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -581972.312500 Penalty: 2762.383057
	Iteration 7Q: 3 clusters Score -581972.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -582234.062500 Penalty: 2762.383057
	Iteration 8F: 3 clusters Score -582234.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -582478.000000 Penalty: 2762.383057
	Iteration 9F: 3 clusters Score -582478 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -582783.875000 Penalty: 2762.383057
	Iteration 10F: 3 clusters Score -582783.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -583139.812500 Penalty: 2762.383057
	Iteration 11F: 3 clusters Score -583139.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -583330.187500 Penalty: 2762.383057
	Iteration 12Q: 3 clusters Score -583330.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -583395.937500 Penalty: 2762.383057
	Iteration 13Q: 3 clusters Score -583395.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -583431.937500 Penalty: 2762.383057
	Iteration 14Q: 3 clusters Score -583431.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -583450.750000 Penalty: 2762.383057
	Iteration 15Q: 3 clusters Score -583450.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -583460.125000 Penalty: 2762.383057
	Iteration 16Q: 3 clusters Score -583460.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -583464.687500 Penalty: 2762.383057
	Iteration 17Q: 3 clusters Score -583464.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -583467.937500 Penalty: 2762.383057
	Iteration 18Q: 3 clusters Score -583467.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -583471.812500 Penalty: 2762.383057
	Iteration 19Q: 3 clusters Score -583471.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -583473.500000 Penalty: 2762.383057
	Iteration 20F: 3 clusters Score -583473.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -583477.875000 Penalty: 2762.383057
	Iteration 21Q: 3 clusters Score -583477.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -583481.250000 Penalty: 2762.383057
	Iteration 22Q: 3 clusters Score -583481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -583483.250000 Penalty: 2762.383057
	Iteration 23Q: 3 clusters Score -583483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -583481.687500 Penalty: 2762.383057
	Iteration 24Q: 3 clusters Score -583481.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -583483.500000 Penalty: 2762.383057
	Iteration 25Q: 3 clusters Score -583483.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -583486.125000 Penalty: 2762.383057
	Iteration 26Q: 3 clusters Score -583486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -583488.000000 Penalty: 2762.383057
	Iteration 27Q: 3 clusters Score -583488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -583489.750000 Penalty: 2762.383057
	Iteration 28Q: 3 clusters Score -583489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -583492.750000 Penalty: 2762.383057
	Iteration 29Q: 3 clusters Score -583492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -583492.687500 Penalty: 2762.383057
	Iteration 30Q: 3 clusters Score -583492.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -583494.000000 Penalty: 2762.383057
	Iteration 31Q: 3 clusters Score -583494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -583494.187500 Penalty: 2762.383057
	Iteration 32Q: 3 clusters Score -583494.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -583495.375000 Penalty: 2762.383057
	Iteration 33Q: 3 clusters Score -583495.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -583495.375000 Penalty: 2762.383057
	Iteration 34F: 3 clusters Score -583495.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 75364 members 
Mstep: Class 4 contains 8759 members 
Mstep: Class 5 contains 4441 members 
Mstep: Class 6 contains 10691 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 67692 members 
Mstep: Class 9 contains 77232 members 
Mstep: Class 10 contains 26339 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 20259 members 
Mstep: Class 13 contains 28723 members 
Mstep: Class 14 contains 14817 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 8124 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 3970 members 
Mstep: Class 21 contains 3051 members 
Mstep: Class 22 contains 2276 members 
Entering Unmasked Estep 
Score: -48173124.000000 Penalty: 46132.640625
Splitting cluster 2 changes total score from -48173044.000000 to -48173124.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (75364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Entering Unmasked Estep 
Score: -9277659.000000 Penalty: 1824.888916
	Iteration 0F: 2 clusters Score -9277659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -9229538.000000 Penalty: 3649.777832
	Iteration 0F: 3 clusters Score -9229538 nChanged 35854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -9250857.000000 Penalty: 3649.777832
	Iteration 1F: 3 clusters Score -9250857 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -9251870.000000 Penalty: 3649.777832
	Iteration 2Q: 3 clusters Score -9251870 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -9252856.000000 Penalty: 3649.777832
	Iteration 3Q: 3 clusters Score -9252856 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -9253865.000000 Penalty: 3649.777832
	Iteration 4Q: 3 clusters Score -9253865 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 34351 members 
Entering Unmasked Estep 
Score: -9254823.000000 Penalty: 3649.777832
	Iteration 5Q: 3 clusters Score -9254823 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -9255796.000000 Penalty: 3649.777832
	Iteration 6Q: 3 clusters Score -9255796 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -9256989.000000 Penalty: 3649.777832
	Iteration 7Q: 3 clusters Score -9256989 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -9258467.000000 Penalty: 3649.777832
	Iteration 8Q: 3 clusters Score -9258467 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -9260226.000000 Penalty: 3649.777832
	Iteration 9Q: 3 clusters Score -9260226 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -9262130.000000 Penalty: 3649.777832
	Iteration 10Q: 3 clusters Score -9262130 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -9264184.000000 Penalty: 3649.777832
	Iteration 11Q: 3 clusters Score -9264184 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -9266251.000000 Penalty: 3649.777832
	Iteration 12Q: 3 clusters Score -9266251 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59953 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -9268067.000000 Penalty: 3649.777832
	Iteration 13Q: 3 clusters Score -9268067 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62077 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -9269514.000000 Penalty: 3649.777832
	Iteration 14Q: 3 clusters Score -9269514 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64010 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -9270737.000000 Penalty: 3649.777832
	Iteration 15Q: 3 clusters Score -9270737 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65807 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -9271925.000000 Penalty: 3649.777832
	Iteration 16Q: 3 clusters Score -9271925 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67471 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -9273056.000000 Penalty: 3649.777832
	Iteration 17Q: 3 clusters Score -9273056 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -9273996.000000 Penalty: 3649.777832
	Iteration 18Q: 3 clusters Score -9273996 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70285 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -9274825.000000 Penalty: 3649.777832
	Iteration 19Q: 3 clusters Score -9274825 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71350 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -9275413.000000 Penalty: 3649.777832
	Iteration 20F: 3 clusters Score -9275413 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -9275871.000000 Penalty: 3649.777832
	Iteration 21Q: 3 clusters Score -9275871 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72839 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -9276198.000000 Penalty: 3649.777832
	Iteration 22Q: 3 clusters Score -9276198 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73321 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9276358.000000 Penalty: 3649.777832
	Iteration 23Q: 3 clusters Score -9276358 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73648 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9276506.000000 Penalty: 3649.777832
	Iteration 24Q: 3 clusters Score -9276506 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9276574.000000 Penalty: 3649.777832
	Iteration 25Q: 3 clusters Score -9276574 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74069 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -9276634.000000 Penalty: 3649.777832
	Iteration 26Q: 3 clusters Score -9276634 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74193 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -9276681.000000 Penalty: 3649.777832
	Iteration 27Q: 3 clusters Score -9276681 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74290 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9276717.000000 Penalty: 3649.777832
	Iteration 28Q: 3 clusters Score -9276717 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74357 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9276742.000000 Penalty: 3649.777832
	Iteration 29Q: 3 clusters Score -9276742 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74410 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -9276763.000000 Penalty: 3649.777832
	Iteration 30Q: 3 clusters Score -9276763 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -9276782.000000 Penalty: 3649.777832
	Iteration 31Q: 3 clusters Score -9276782 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74490 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9276793.000000 Penalty: 3649.777832
	Iteration 32Q: 3 clusters Score -9276793 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74515 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9276793.000000 Penalty: 3649.777832
	Iteration 33Q: 3 clusters Score -9276793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74539 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9276805.000000 Penalty: 3649.777832
	Iteration 34Q: 3 clusters Score -9276805 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -9276806.000000 Penalty: 3649.777832
	Iteration 35Q: 3 clusters Score -9276806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74568 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9276804.000000 Penalty: 3649.777832
	Iteration 36Q: 3 clusters Score -9276804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74584 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9276812.000000 Penalty: 3649.777832
	Iteration 37Q: 3 clusters Score -9276812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9276814.000000 Penalty: 3649.777832
	Iteration 38Q: 3 clusters Score -9276814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74606 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9276815.000000 Penalty: 3649.777832
	Iteration 39Q: 3 clusters Score -9276815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9276821.000000 Penalty: 3649.777832
	Iteration 40F: 3 clusters Score -9276821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74623 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9276822.000000 Penalty: 3649.777832
	Iteration 41Q: 3 clusters Score -9276822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74632 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9276833.000000 Penalty: 3649.777832
	Iteration 42Q: 3 clusters Score -9276833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74645 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9276838.000000 Penalty: 3649.777832
	Iteration 43Q: 3 clusters Score -9276838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74662 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9276848.000000 Penalty: 3649.777832
	Iteration 44Q: 3 clusters Score -9276848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9276840.000000 Penalty: 3649.777832
	Iteration 45Q: 3 clusters Score -9276840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9276847.000000 Penalty: 3649.777832
	Iteration 46Q: 3 clusters Score -9276847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74675 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9276852.000000 Penalty: 3649.777832
	Iteration 47Q: 3 clusters Score -9276852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9276852.000000 Penalty: 3649.777832
	Iteration 48Q: 3 clusters Score -9276852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74681 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9276861.000000 Penalty: 3649.777832
	Iteration 49Q: 3 clusters Score -9276861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74682 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9276865.000000 Penalty: 3649.777832
	Iteration 50Q: 3 clusters Score -9276865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74686 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9276855.000000 Penalty: 3649.777832
	Iteration 51Q: 3 clusters Score -9276855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74691 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -9276861.000000 Penalty: 3649.777832
	Iteration 52Q: 3 clusters Score -9276861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74696 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9276870.000000 Penalty: 3649.777832
	Iteration 53Q: 3 clusters Score -9276870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74699 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9276864.000000 Penalty: 3649.777832
	Iteration 54Q: 3 clusters Score -9276864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9276880.000000 Penalty: 3649.777832
	Iteration 55Q: 3 clusters Score -9276880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9276882.000000 Penalty: 3649.777832
	Iteration 56Q: 3 clusters Score -9276882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74723 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9276875.000000 Penalty: 3649.777832
	Iteration 57Q: 3 clusters Score -9276875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74730 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9276881.000000 Penalty: 3649.777832
	Iteration 58Q: 3 clusters Score -9276881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9276880.000000 Penalty: 3649.777832
	Iteration 59Q: 3 clusters Score -9276880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74743 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9276898.000000 Penalty: 3649.777832
	Iteration 60F: 3 clusters Score -9276898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9276931.000000 Penalty: 3649.777832
	Iteration 61Q: 3 clusters Score -9276931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74752 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9276944.000000 Penalty: 3649.777832
	Iteration 62Q: 3 clusters Score -9276944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9276960.000000 Penalty: 3649.777832
	Iteration 63Q: 3 clusters Score -9276960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9276992.000000 Penalty: 3649.777832
	Iteration 64Q: 3 clusters Score -9276992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74762 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9277033.000000 Penalty: 3649.777832
	Iteration 65Q: 3 clusters Score -9277033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9277087.000000 Penalty: 3649.777832
	Iteration 66Q: 3 clusters Score -9277087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9277106.000000 Penalty: 3649.777832
	Iteration 67Q: 3 clusters Score -9277106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74764 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9277128.000000 Penalty: 3649.777832
	Iteration 68Q: 3 clusters Score -9277128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74758 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9277144.000000 Penalty: 3649.777832
	Iteration 69Q: 3 clusters Score -9277144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9277159.000000 Penalty: 3649.777832
	Iteration 70Q: 3 clusters Score -9277159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9277168.000000 Penalty: 3649.777832
	Iteration 71Q: 3 clusters Score -9277168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9277182.000000 Penalty: 3649.777832
	Iteration 72Q: 3 clusters Score -9277182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74759 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9277179.000000 Penalty: 3649.777832
	Iteration 73Q: 3 clusters Score -9277179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74763 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9277176.000000 Penalty: 3649.777832
	Iteration 74Q: 3 clusters Score -9277176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74765 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9277183.000000 Penalty: 3649.777832
	Iteration 75Q: 3 clusters Score -9277183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74760 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9277197.000000 Penalty: 3649.777832
	Iteration 76Q: 3 clusters Score -9277197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9277204.000000 Penalty: 3649.777832
	Iteration 77Q: 3 clusters Score -9277204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9277213.000000 Penalty: 3649.777832
	Iteration 78Q: 3 clusters Score -9277213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9277210.000000 Penalty: 3649.777832
	Iteration 79Q: 3 clusters Score -9277210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74754 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9277222.000000 Penalty: 3649.777832
	Iteration 80F: 3 clusters Score -9277222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74752 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9277225.000000 Penalty: 3649.777832
	Iteration 81Q: 3 clusters Score -9277225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9277229.000000 Penalty: 3649.777832
	Iteration 82Q: 3 clusters Score -9277229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74751 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9277224.000000 Penalty: 3649.777832
	Iteration 83Q: 3 clusters Score -9277224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74754 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9277225.000000 Penalty: 3649.777832
	Iteration 84Q: 3 clusters Score -9277225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9277225.000000 Penalty: 3649.777832
	Iteration 85Q: 3 clusters Score -9277225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74756 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9277222.000000 Penalty: 3649.777832
	Iteration 86Q: 3 clusters Score -9277222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9277228.000000 Penalty: 3649.777832
	Iteration 87Q: 3 clusters Score -9277228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74757 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9277228.000000 Penalty: 3649.777832
	Iteration 88F: 3 clusters Score -9277228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Entering Unmasked Estep 
Score: -1048181.562500 Penalty: 1475.148560
	Iteration 0F: 2 clusters Score -1048182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1041739.562500 Penalty: 2950.297119
	Iteration 0F: 3 clusters Score -1041740 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1044404.187500 Penalty: 2950.297119
	Iteration 1F: 3 clusters Score -1044404 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1045398.125000 Penalty: 2950.297119
	Iteration 2F: 3 clusters Score -1045398 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1047242.250000 Penalty: 2950.297119
	Iteration 3F: 3 clusters Score -1047242 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1049532.875000 Penalty: 2950.297119
	Iteration 4F: 3 clusters Score -1049533 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1050741.875000 Penalty: 2950.297119
	Iteration 5F: 3 clusters Score -1050742 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1051322.875000 Penalty: 2950.297119
	Iteration 6F: 3 clusters Score -1051323 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1051682.625000 Penalty: 2950.297119
	Iteration 7Q: 3 clusters Score -1051683 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1052052.750000 Penalty: 2950.297119
	Iteration 8Q: 3 clusters Score -1052053 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1052402.375000 Penalty: 2950.297119
	Iteration 9Q: 3 clusters Score -1052402 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1052528.500000 Penalty: 2950.297119
	Iteration 10Q: 3 clusters Score -1052528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1052553.625000 Penalty: 2950.297119
	Iteration 11Q: 3 clusters Score -1052554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1052560.500000 Penalty: 2950.297119
	Iteration 12Q: 3 clusters Score -1052560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1052559.875000 Penalty: 2950.297119
	Iteration 13Q: 3 clusters Score -1052560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1052560.250000 Penalty: 2950.297119
	Iteration 14Q: 3 clusters Score -1052560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1052560.250000 Penalty: 2950.297119
	Iteration 15F: 3 clusters Score -1052560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 75364 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 4441 members 
Mstep: Class 6 contains 10691 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 67692 members 
Mstep: Class 9 contains 77232 members 
Mstep: Class 10 contains 26339 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 20259 members 
Mstep: Class 13 contains 28723 members 
Mstep: Class 14 contains 14817 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 8124 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 3970 members 
Mstep: Class 21 contains 3051 members 
Mstep: Class 22 contains 2276 members 
Mstep: Class 23 contains 6507 members 
Entering Unmasked Estep 
Score: -48176896.000000 Penalty: 48229.578125
Splitting cluster 4 changes total score from -48173044.000000 to -48176896.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (4441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Entering Unmasked Estep 
Score: -507598.406250 Penalty: 1364.778198
	Iteration 0F: 2 clusters Score -507598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -504003.500000 Penalty: 2729.556396
	Iteration 0F: 3 clusters Score -504003.5 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -505147.750000 Penalty: 2729.556396
	Iteration 1F: 3 clusters Score -505147.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -505444.125000 Penalty: 2729.556396
	Iteration 2F: 3 clusters Score -505444.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -505758.375000 Penalty: 2729.556396
	Iteration 3F: 3 clusters Score -505758.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -506048.562500 Penalty: 2729.556396
	Iteration 4F: 3 clusters Score -506048.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -506293.187500 Penalty: 2729.556396
	Iteration 5F: 3 clusters Score -506293.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -506506.937500 Penalty: 2729.556396
	Iteration 6F: 3 clusters Score -506506.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -506677.375000 Penalty: 2729.556396
	Iteration 7Q: 3 clusters Score -506677.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -506781.093750 Penalty: 2729.556396
	Iteration 8Q: 3 clusters Score -506781.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -506853.281250 Penalty: 2729.556396
	Iteration 9Q: 3 clusters Score -506853.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -506901.593750 Penalty: 2729.556396
	Iteration 10Q: 3 clusters Score -506901.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -506947.750000 Penalty: 2729.556396
	Iteration 11Q: 3 clusters Score -506947.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -506992.968750 Penalty: 2729.556396
	Iteration 12Q: 3 clusters Score -506993 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -507030.000000 Penalty: 2729.556396
	Iteration 13Q: 3 clusters Score -507030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -507054.343750 Penalty: 2729.556396
	Iteration 14Q: 3 clusters Score -507054.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -507072.906250 Penalty: 2729.556396
	Iteration 15Q: 3 clusters Score -507072.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -507089.781250 Penalty: 2729.556396
	Iteration 16Q: 3 clusters Score -507089.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -507100.875000 Penalty: 2729.556396
	Iteration 17Q: 3 clusters Score -507100.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -507112.000000 Penalty: 2729.556396
	Iteration 18Q: 3 clusters Score -507112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -507121.218750 Penalty: 2729.556396
	Iteration 19Q: 3 clusters Score -507121.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -507129.281250 Penalty: 2729.556396
	Iteration 20F: 3 clusters Score -507129.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -507133.593750 Penalty: 2729.556396
	Iteration 21Q: 3 clusters Score -507133.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -507136.156250 Penalty: 2729.556396
	Iteration 22Q: 3 clusters Score -507136.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -507138.750000 Penalty: 2729.556396
	Iteration 23Q: 3 clusters Score -507138.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -507143.031250 Penalty: 2729.556396
	Iteration 24Q: 3 clusters Score -507143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -507147.531250 Penalty: 2729.556396
	Iteration 25Q: 3 clusters Score -507147.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -507153.875000 Penalty: 2729.556396
	Iteration 26Q: 3 clusters Score -507153.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -507158.562500 Penalty: 2729.556396
	Iteration 27Q: 3 clusters Score -507158.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -507173.968750 Penalty: 2729.556396
	Iteration 28Q: 3 clusters Score -507174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -507192.906250 Penalty: 2729.556396
	Iteration 29Q: 3 clusters Score -507192.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -507204.187500 Penalty: 2729.556396
	Iteration 30Q: 3 clusters Score -507204.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -507219.343750 Penalty: 2729.556396
	Iteration 31Q: 3 clusters Score -507219.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -507239.125000 Penalty: 2729.556396
	Iteration 32Q: 3 clusters Score -507239.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -507256.343750 Penalty: 2729.556396
	Iteration 33Q: 3 clusters Score -507256.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -507276.031250 Penalty: 2729.556396
	Iteration 34Q: 3 clusters Score -507276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -507293.093750 Penalty: 2729.556396
	Iteration 35Q: 3 clusters Score -507293.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -507312.656250 Penalty: 2729.556396
	Iteration 36Q: 3 clusters Score -507312.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -507329.187500 Penalty: 2729.556396
	Iteration 37Q: 3 clusters Score -507329.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -507340.937500 Penalty: 2729.556396
	Iteration 38Q: 3 clusters Score -507340.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -507354.281250 Penalty: 2729.556396
	Iteration 39Q: 3 clusters Score -507354.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -507363.062500 Penalty: 2729.556396
	Iteration 40F: 3 clusters Score -507363.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -507371.156250 Penalty: 2729.556396
	Iteration 41Q: 3 clusters Score -507371.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -507377.156250 Penalty: 2729.556396
	Iteration 42Q: 3 clusters Score -507377.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -507385.406250 Penalty: 2729.556396
	Iteration 43Q: 3 clusters Score -507385.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -507400.406250 Penalty: 2729.556396
	Iteration 44Q: 3 clusters Score -507400.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -507422.031250 Penalty: 2729.556396
	Iteration 45Q: 3 clusters Score -507422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -507442.031250 Penalty: 2729.556396
	Iteration 46Q: 3 clusters Score -507442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -507457.656250 Penalty: 2729.556396
	Iteration 47Q: 3 clusters Score -507457.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -507470.218750 Penalty: 2729.556396
	Iteration 48Q: 3 clusters Score -507470.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -507481.343750 Penalty: 2729.556396
	Iteration 49Q: 3 clusters Score -507481.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -507493.093750 Penalty: 2729.556396
	Iteration 50Q: 3 clusters Score -507493.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -507500.875000 Penalty: 2729.556396
	Iteration 51Q: 3 clusters Score -507500.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -507506.687500 Penalty: 2729.556396
	Iteration 52Q: 3 clusters Score -507506.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -507510.781250 Penalty: 2729.556396
	Iteration 53Q: 3 clusters Score -507510.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -507515.593750 Penalty: 2729.556396
	Iteration 54Q: 3 clusters Score -507515.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -507518.312500 Penalty: 2729.556396
	Iteration 55Q: 3 clusters Score -507518.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -507519.718750 Penalty: 2729.556396
	Iteration 56Q: 3 clusters Score -507519.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -507520.156250 Penalty: 2729.556396
	Iteration 57Q: 3 clusters Score -507520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -507520.937500 Penalty: 2729.556396
	Iteration 58Q: 3 clusters Score -507520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -507521.687500 Penalty: 2729.556396
	Iteration 59Q: 3 clusters Score -507521.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -507522.718750 Penalty: 2729.556396
	Iteration 60F: 3 clusters Score -507522.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Entering Unmasked Estep 
Score: -1330044.250000 Penalty: 1507.538086
	Iteration 0F: 2 clusters Score -1330044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1322432.875000 Penalty: 3015.076172
	Iteration 0F: 3 clusters Score -1322433 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1325031.875000 Penalty: 3015.076172
	Iteration 1F: 3 clusters Score -1325032 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1325432.500000 Penalty: 3015.076172
	Iteration 2F: 3 clusters Score -1325432 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1325874.000000 Penalty: 3015.076172
	Iteration 3F: 3 clusters Score -1325874 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1326314.750000 Penalty: 3015.076172
	Iteration 4F: 3 clusters Score -1326315 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1326804.500000 Penalty: 3015.076172
	Iteration 5F: 3 clusters Score -1326804 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1327241.625000 Penalty: 3015.076172
	Iteration 6F: 3 clusters Score -1327242 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1327635.625000 Penalty: 3015.076172
	Iteration 7F: 3 clusters Score -1327636 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1327959.750000 Penalty: 3015.076172
	Iteration 8Q: 3 clusters Score -1327960 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1328211.375000 Penalty: 3015.076172
	Iteration 9Q: 3 clusters Score -1328211 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1328390.250000 Penalty: 3015.076172
	Iteration 10Q: 3 clusters Score -1328390 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1328536.125000 Penalty: 3015.076172
	Iteration 11Q: 3 clusters Score -1328536 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1328623.000000 Penalty: 3015.076172
	Iteration 12Q: 3 clusters Score -1328623 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1328681.625000 Penalty: 3015.076172
	Iteration 13Q: 3 clusters Score -1328682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1328721.500000 Penalty: 3015.076172
	Iteration 14Q: 3 clusters Score -1328722 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1328749.375000 Penalty: 3015.076172
	Iteration 15Q: 3 clusters Score -1328749 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1328780.500000 Penalty: 3015.076172
	Iteration 16Q: 3 clusters Score -1328780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1328801.000000 Penalty: 3015.076172
	Iteration 17Q: 3 clusters Score -1328801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1328819.375000 Penalty: 3015.076172
	Iteration 18Q: 3 clusters Score -1328819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1328835.750000 Penalty: 3015.076172
	Iteration 19Q: 3 clusters Score -1328836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1328854.000000 Penalty: 3015.076172
	Iteration 20F: 3 clusters Score -1328854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1328866.750000 Penalty: 3015.076172
	Iteration 21Q: 3 clusters Score -1328867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1328873.375000 Penalty: 3015.076172
	Iteration 22Q: 3 clusters Score -1328873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1328882.000000 Penalty: 3015.076172
	Iteration 23Q: 3 clusters Score -1328882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1328889.250000 Penalty: 3015.076172
	Iteration 24Q: 3 clusters Score -1328889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1328893.750000 Penalty: 3015.076172
	Iteration 25Q: 3 clusters Score -1328894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1328896.625000 Penalty: 3015.076172
	Iteration 26Q: 3 clusters Score -1328897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1328899.750000 Penalty: 3015.076172
	Iteration 27Q: 3 clusters Score -1328900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1328904.000000 Penalty: 3015.076172
	Iteration 28Q: 3 clusters Score -1328904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1328909.375000 Penalty: 3015.076172
	Iteration 29Q: 3 clusters Score -1328909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1328909.875000 Penalty: 3015.076172
	Iteration 30Q: 3 clusters Score -1328910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1328913.750000 Penalty: 3015.076172
	Iteration 31Q: 3 clusters Score -1328914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1328914.875000 Penalty: 3015.076172
	Iteration 32Q: 3 clusters Score -1328915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1328917.750000 Penalty: 3015.076172
	Iteration 33Q: 3 clusters Score -1328918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1328919.500000 Penalty: 3015.076172
	Iteration 34Q: 3 clusters Score -1328920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1328920.375000 Penalty: 3015.076172
	Iteration 35Q: 3 clusters Score -1328920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1328922.500000 Penalty: 3015.076172
	Iteration 36Q: 3 clusters Score -1328922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1328924.625000 Penalty: 3015.076172
	Iteration 37Q: 3 clusters Score -1328925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1328927.125000 Penalty: 3015.076172
	Iteration 38Q: 3 clusters Score -1328927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1328926.125000 Penalty: 3015.076172
	Iteration 39Q: 3 clusters Score -1328926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1328926.125000 Penalty: 3015.076172
	Iteration 40F: 3 clusters Score -1328926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -605428.312500 Penalty: 1378.758789
	Iteration 0F: 2 clusters Score -605428.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -601554.812500 Penalty: 2757.517578
	Iteration 0F: 3 clusters Score -601554.8 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -602570.375000 Penalty: 2757.517578
	Iteration 1F: 3 clusters Score -602570.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -602710.562500 Penalty: 2757.517578
	Iteration 2F: 3 clusters Score -602710.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -602797.250000 Penalty: 2757.517578
	Iteration 3Q: 3 clusters Score -602797.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -602863.187500 Penalty: 2757.517578
	Iteration 4Q: 3 clusters Score -602863.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -602914.562500 Penalty: 2757.517578
	Iteration 5Q: 3 clusters Score -602914.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -602961.812500 Penalty: 2757.517578
	Iteration 6Q: 3 clusters Score -602961.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -602994.625000 Penalty: 2757.517578
	Iteration 7Q: 3 clusters Score -602994.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -603028.500000 Penalty: 2757.517578
	Iteration 8Q: 3 clusters Score -603028.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -603058.437500 Penalty: 2757.517578
	Iteration 9Q: 3 clusters Score -603058.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -603096.875000 Penalty: 2757.517578
	Iteration 10Q: 3 clusters Score -603096.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -603133.812500 Penalty: 2757.517578
	Iteration 11Q: 3 clusters Score -603133.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -603173.937500 Penalty: 2757.517578
	Iteration 12Q: 3 clusters Score -603173.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -603225.562500 Penalty: 2757.517578
	Iteration 13Q: 3 clusters Score -603225.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -603279.000000 Penalty: 2757.517578
	Iteration 14Q: 3 clusters Score -603279 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -603337.250000 Penalty: 2757.517578
	Iteration 15Q: 3 clusters Score -603337.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -603390.937500 Penalty: 2757.517578
	Iteration 16Q: 3 clusters Score -603390.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -603438.375000 Penalty: 2757.517578
	Iteration 17Q: 3 clusters Score -603438.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -603474.062500 Penalty: 2757.517578
	Iteration 18Q: 3 clusters Score -603474.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -603512.562500 Penalty: 2757.517578
	Iteration 19Q: 3 clusters Score -603512.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -603548.187500 Penalty: 2757.517578
	Iteration 20F: 3 clusters Score -603548.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -603585.000000 Penalty: 2757.517578
	Iteration 21Q: 3 clusters Score -603585 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -603626.875000 Penalty: 2757.517578
	Iteration 22Q: 3 clusters Score -603626.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -603678.750000 Penalty: 2757.517578
	Iteration 23Q: 3 clusters Score -603678.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -603740.500000 Penalty: 2757.517578
	Iteration 24Q: 3 clusters Score -603740.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -603794.125000 Penalty: 2757.517578
	Iteration 25Q: 3 clusters Score -603794.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -603841.875000 Penalty: 2757.517578
	Iteration 26Q: 3 clusters Score -603841.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -603880.375000 Penalty: 2757.517578
	Iteration 27Q: 3 clusters Score -603880.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -603920.312500 Penalty: 2757.517578
	Iteration 28Q: 3 clusters Score -603920.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -603952.437500 Penalty: 2757.517578
	Iteration 29Q: 3 clusters Score -603952.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -603980.187500 Penalty: 2757.517578
	Iteration 30Q: 3 clusters Score -603980.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -604002.437500 Penalty: 2757.517578
	Iteration 31Q: 3 clusters Score -604002.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -604024.312500 Penalty: 2757.517578
	Iteration 32Q: 3 clusters Score -604024.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -604045.312500 Penalty: 2757.517578
	Iteration 33Q: 3 clusters Score -604045.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -604066.187500 Penalty: 2757.517578
	Iteration 34Q: 3 clusters Score -604066.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -604079.875000 Penalty: 2757.517578
	Iteration 35Q: 3 clusters Score -604079.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -604092.687500 Penalty: 2757.517578
	Iteration 36Q: 3 clusters Score -604092.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -604101.500000 Penalty: 2757.517578
	Iteration 37Q: 3 clusters Score -604101.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -604106.250000 Penalty: 2757.517578
	Iteration 38Q: 3 clusters Score -604106.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -604110.625000 Penalty: 2757.517578
	Iteration 39Q: 3 clusters Score -604110.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -604115.000000 Penalty: 2757.517578
	Iteration 40F: 3 clusters Score -604115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -604120.437500 Penalty: 2757.517578
	Iteration 41Q: 3 clusters Score -604120.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -604122.375000 Penalty: 2757.517578
	Iteration 42Q: 3 clusters Score -604122.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -604126.125000 Penalty: 2757.517578
	Iteration 43Q: 3 clusters Score -604126.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -604128.375000 Penalty: 2757.517578
	Iteration 44Q: 3 clusters Score -604128.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -604129.437500 Penalty: 2757.517578
	Iteration 45Q: 3 clusters Score -604129.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -604131.062500 Penalty: 2757.517578
	Iteration 46Q: 3 clusters Score -604131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -604134.625000 Penalty: 2757.517578
	Iteration 47Q: 3 clusters Score -604134.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -604139.375000 Penalty: 2757.517578
	Iteration 48Q: 3 clusters Score -604139.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -604142.875000 Penalty: 2757.517578
	Iteration 49Q: 3 clusters Score -604142.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -604147.750000 Penalty: 2757.517578
	Iteration 50Q: 3 clusters Score -604147.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -604155.125000 Penalty: 2757.517578
	Iteration 51Q: 3 clusters Score -604155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -604159.437500 Penalty: 2757.517578
	Iteration 52Q: 3 clusters Score -604159.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -604163.437500 Penalty: 2757.517578
	Iteration 53Q: 3 clusters Score -604163.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -604168.000000 Penalty: 2757.517578
	Iteration 54Q: 3 clusters Score -604168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -604170.875000 Penalty: 2757.517578
	Iteration 55Q: 3 clusters Score -604170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -604176.750000 Penalty: 2757.517578
	Iteration 56Q: 3 clusters Score -604176.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -604183.437500 Penalty: 2757.517578
	Iteration 57Q: 3 clusters Score -604183.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -604188.687500 Penalty: 2757.517578
	Iteration 58Q: 3 clusters Score -604188.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -604195.750000 Penalty: 2757.517578
	Iteration 59Q: 3 clusters Score -604195.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -604199.500000 Penalty: 2757.517578
	Iteration 60F: 3 clusters Score -604199.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -604204.812500 Penalty: 2757.517578
	Iteration 61Q: 3 clusters Score -604204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -604207.437500 Penalty: 2757.517578
	Iteration 62Q: 3 clusters Score -604207.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -604211.687500 Penalty: 2757.517578
	Iteration 63Q: 3 clusters Score -604211.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -604216.687500 Penalty: 2757.517578
	Iteration 64Q: 3 clusters Score -604216.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -604222.125000 Penalty: 2757.517578
	Iteration 65Q: 3 clusters Score -604222.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -604227.812500 Penalty: 2757.517578
	Iteration 66Q: 3 clusters Score -604227.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -604233.375000 Penalty: 2757.517578
	Iteration 67Q: 3 clusters Score -604233.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -604235.187500 Penalty: 2757.517578
	Iteration 68Q: 3 clusters Score -604235.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -604236.687500 Penalty: 2757.517578
	Iteration 69Q: 3 clusters Score -604236.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -604239.312500 Penalty: 2757.517578
	Iteration 70Q: 3 clusters Score -604239.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -604240.625000 Penalty: 2757.517578
	Iteration 71Q: 3 clusters Score -604240.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -604240.625000 Penalty: 2757.517578
	Iteration 72F: 3 clusters Score -604240.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Entering Unmasked Estep 
Score: -8259920.500000 Penalty: 1807.442627
	Iteration 0F: 2 clusters Score -8259920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -8214996.500000 Penalty: 3614.885254
	Iteration 0F: 3 clusters Score -8214996 nChanged 32029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -8234656.000000 Penalty: 3614.885254
	Iteration 1F: 3 clusters Score -8234656 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -8237233.500000 Penalty: 3614.885254
	Iteration 2F: 3 clusters Score -8237234 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35395 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -8241429.500000 Penalty: 3614.885254
	Iteration 3F: 3 clusters Score -8241430 nChanged 5635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -8247200.500000 Penalty: 3614.885254
	Iteration 4F: 3 clusters Score -8247200 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -8253031.000000 Penalty: 3614.885254
	Iteration 5F: 3 clusters Score -8253031 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -8257214.500000 Penalty: 3614.885254
	Iteration 6F: 3 clusters Score -8257214 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 37040 members 
Entering Unmasked Estep 
Score: -8259647.000000 Penalty: 3614.885254
	Iteration 7F: 3 clusters Score -8259647 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -8260861.500000 Penalty: 3614.885254
	Iteration 8Q: 3 clusters Score -8260862 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -8261552.500000 Penalty: 3614.885254
	Iteration 9Q: 3 clusters Score -8261552 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 40704 members 
Entering Unmasked Estep 
Score: -8262067.000000 Penalty: 3614.885254
	Iteration 10Q: 3 clusters Score -8262067 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -8262520.500000 Penalty: 3614.885254
	Iteration 11Q: 3 clusters Score -8262520 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -8262818.500000 Penalty: 3614.885254
	Iteration 12Q: 3 clusters Score -8262818 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -8263066.500000 Penalty: 3614.885254
	Iteration 13Q: 3 clusters Score -8263066 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -8263298.500000 Penalty: 3614.885254
	Iteration 14Q: 3 clusters Score -8263298 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -8263456.000000 Penalty: 3614.885254
	Iteration 15Q: 3 clusters Score -8263456 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -8263540.500000 Penalty: 3614.885254
	Iteration 16Q: 3 clusters Score -8263540 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -8263640.000000 Penalty: 3614.885254
	Iteration 17Q: 3 clusters Score -8263640 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -8263646.000000 Penalty: 3614.885254
	Iteration 18Q: 3 clusters Score -8263646 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -8263712.000000 Penalty: 3614.885254
	Iteration 19Q: 3 clusters Score -8263712 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -8263752.000000 Penalty: 3614.885254
	Iteration 20F: 3 clusters Score -8263752 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -8263806.000000 Penalty: 3614.885254
	Iteration 21Q: 3 clusters Score -8263806 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -8263829.000000 Penalty: 3614.885254
	Iteration 22Q: 3 clusters Score -8263829 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -8263842.000000 Penalty: 3614.885254
	Iteration 23Q: 3 clusters Score -8263842 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -8263805.500000 Penalty: 3614.885254
	Iteration 24Q: 3 clusters Score -8263806 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -8263811.500000 Penalty: 3614.885254
	Iteration 25Q: 3 clusters Score -8263812 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -8263807.500000 Penalty: 3614.885254
	Iteration 26Q: 3 clusters Score -8263808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -8263836.000000 Penalty: 3614.885254
	Iteration 27Q: 3 clusters Score -8263836 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -8263851.000000 Penalty: 3614.885254
	Iteration 28Q: 3 clusters Score -8263851 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -8263866.000000 Penalty: 3614.885254
	Iteration 29Q: 3 clusters Score -8263866 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -8263874.500000 Penalty: 3614.885254
	Iteration 30Q: 3 clusters Score -8263874 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 47853 members 
Entering Unmasked Estep 
Score: -8263880.000000 Penalty: 3614.885254
	Iteration 31Q: 3 clusters Score -8263880 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -8263901.000000 Penalty: 3614.885254
	Iteration 32Q: 3 clusters Score -8263901 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -8263902.500000 Penalty: 3614.885254
	Iteration 33Q: 3 clusters Score -8263902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -8263909.500000 Penalty: 3614.885254
	Iteration 34Q: 3 clusters Score -8263910 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -8263940.500000 Penalty: 3614.885254
	Iteration 35Q: 3 clusters Score -8263940 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -8263924.000000 Penalty: 3614.885254
	Iteration 36Q: 3 clusters Score -8263924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -8263924.500000 Penalty: 3614.885254
	Iteration 37Q: 3 clusters Score -8263924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -8263938.500000 Penalty: 3614.885254
	Iteration 38Q: 3 clusters Score -8263938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -8263939.500000 Penalty: 3614.885254
	Iteration 39Q: 3 clusters Score -8263940 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -8263963.000000 Penalty: 3614.885254
	Iteration 40F: 3 clusters Score -8263963 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -8263969.000000 Penalty: 3614.885254
	Iteration 41Q: 3 clusters Score -8263969 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 48582 members 
Entering Unmasked Estep 
Score: -8263997.000000 Penalty: 3614.885254
	Iteration 42Q: 3 clusters Score -8263997 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 48682 members 
Entering Unmasked Estep 
Score: -8264039.000000 Penalty: 3614.885254
	Iteration 43Q: 3 clusters Score -8264039 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -8264072.000000 Penalty: 3614.885254
	Iteration 44Q: 3 clusters Score -8264072 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 48936 members 
Entering Unmasked Estep 
Score: -8264101.000000 Penalty: 3614.885254
	Iteration 45Q: 3 clusters Score -8264101 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 49115 members 
Entering Unmasked Estep 
Score: -8264186.000000 Penalty: 3614.885254
	Iteration 46Q: 3 clusters Score -8264186 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -8264332.000000 Penalty: 3614.885254
	Iteration 47Q: 3 clusters Score -8264332 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -8264514.000000 Penalty: 3614.885254
	Iteration 48Q: 3 clusters Score -8264514 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -8264713.000000 Penalty: 3614.885254
	Iteration 49Q: 3 clusters Score -8264713 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -8264871.500000 Penalty: 3614.885254
	Iteration 50Q: 3 clusters Score -8264872 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -8264999.000000 Penalty: 3614.885254
	Iteration 51Q: 3 clusters Score -8264999 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 50380 members 
Entering Unmasked Estep 
Score: -8265059.500000 Penalty: 3614.885254
	Iteration 52Q: 3 clusters Score -8265060 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -8265118.000000 Penalty: 3614.885254
	Iteration 53Q: 3 clusters Score -8265118 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -8265150.000000 Penalty: 3614.885254
	Iteration 54Q: 3 clusters Score -8265150 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -8265162.500000 Penalty: 3614.885254
	Iteration 55Q: 3 clusters Score -8265162 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 50761 members 
Entering Unmasked Estep 
Score: -8265184.000000 Penalty: 3614.885254
	Iteration 56Q: 3 clusters Score -8265184 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 50830 members 
Entering Unmasked Estep 
Score: -8265161.500000 Penalty: 3614.885254
	Iteration 57Q: 3 clusters Score -8265162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -8265168.500000 Penalty: 3614.885254
	Iteration 58Q: 3 clusters Score -8265168 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 50930 members 
Entering Unmasked Estep 
Score: -8265160.500000 Penalty: 3614.885254
	Iteration 59Q: 3 clusters Score -8265160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -8265162.500000 Penalty: 3614.885254
	Iteration 60F: 3 clusters Score -8265162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 51011 members 
Entering Unmasked Estep 
Score: -8265156.500000 Penalty: 3614.885254
	Iteration 61Q: 3 clusters Score -8265156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -8265156.500000 Penalty: 3614.885254
	Iteration 62Q: 3 clusters Score -8265156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -8265138.000000 Penalty: 3614.885254
	Iteration 63Q: 3 clusters Score -8265138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -8265149.500000 Penalty: 3614.885254
	Iteration 64Q: 3 clusters Score -8265150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 51113 members 
Entering Unmasked Estep 
Score: -8265168.000000 Penalty: 3614.885254
	Iteration 65Q: 3 clusters Score -8265168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -8265165.500000 Penalty: 3614.885254
	Iteration 66Q: 3 clusters Score -8265166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -8265169.500000 Penalty: 3614.885254
	Iteration 67Q: 3 clusters Score -8265170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -8265162.000000 Penalty: 3614.885254
	Iteration 68Q: 3 clusters Score -8265162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -8265164.000000 Penalty: 3614.885254
	Iteration 69Q: 3 clusters Score -8265164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -8265157.000000 Penalty: 3614.885254
	Iteration 70Q: 3 clusters Score -8265157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -8265153.500000 Penalty: 3614.885254
	Iteration 71Q: 3 clusters Score -8265154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 51168 members 
Entering Unmasked Estep 
Score: -8265155.000000 Penalty: 3614.885254
	Iteration 72Q: 3 clusters Score -8265155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 51169 members 
Entering Unmasked Estep 
Score: -8265155.500000 Penalty: 3614.885254
	Iteration 73Q: 3 clusters Score -8265156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -8265161.000000 Penalty: 3614.885254
	Iteration 74Q: 3 clusters Score -8265161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -8265157.500000 Penalty: 3614.885254
	Iteration 75Q: 3 clusters Score -8265158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -8265157.000000 Penalty: 3614.885254
	Iteration 76Q: 3 clusters Score -8265157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -8265157.000000 Penalty: 3614.885254
	Iteration 77F: 3 clusters Score -8265157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 75364 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 4441 members 
Mstep: Class 6 contains 10691 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 16512 members 
Mstep: Class 9 contains 77232 members 
Mstep: Class 10 contains 26339 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 20259 members 
Mstep: Class 13 contains 28723 members 
Mstep: Class 14 contains 14817 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 8124 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 3970 members 
Mstep: Class 21 contains 3051 members 
Mstep: Class 22 contains 2276 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 51180 members 
Entering Unmasked Estep 
Score: -48181744.000000 Penalty: 50326.515625
Splitting cluster 8 changes total score from -48173044.000000 to -48181744.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 9 (77232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77232 members 
Entering Unmasked Estep 
Score: -9542533.000000 Penalty: 1828.867432
	Iteration 0F: 2 clusters Score -9542533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 38421 members 
Entering Unmasked Estep 
Score: -9491907.000000 Penalty: 3657.734863
	Iteration 0F: 3 clusters Score -9491907 nChanged 36504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -9513164.000000 Penalty: 3657.734863
	Iteration 1F: 3 clusters Score -9513164 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -9514358.000000 Penalty: 3657.734863
	Iteration 2Q: 3 clusters Score -9514358 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47393 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -9516277.000000 Penalty: 3657.734863
	Iteration 3F: 3 clusters Score -9516277 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -9519299.000000 Penalty: 3657.734863
	Iteration 4F: 3 clusters Score -9519299 nChanged 6233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -9524273.000000 Penalty: 3657.734863
	Iteration 5F: 3 clusters Score -9524273 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64419 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -9530512.000000 Penalty: 3657.734863
	Iteration 6F: 3 clusters Score -9530512 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69858 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -9535989.000000 Penalty: 3657.734863
	Iteration 7F: 3 clusters Score -9535989 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73234 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -9539020.000000 Penalty: 3657.734863
	Iteration 8Q: 3 clusters Score -9539020 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -9540344.000000 Penalty: 3657.734863
	Iteration 9Q: 3 clusters Score -9540344 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -9540801.000000 Penalty: 3657.734863
	Iteration 10Q: 3 clusters Score -9540801 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76173 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9540998.000000 Penalty: 3657.734863
	Iteration 11Q: 3 clusters Score -9540998 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76363 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9541125.000000 Penalty: 3657.734863
	Iteration 12Q: 3 clusters Score -9541125 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76442 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9541186.000000 Penalty: 3657.734863
	Iteration 13Q: 3 clusters Score -9541186 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76513 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9541194.000000 Penalty: 3657.734863
	Iteration 14Q: 3 clusters Score -9541194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76538 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9541209.000000 Penalty: 3657.734863
	Iteration 15Q: 3 clusters Score -9541209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76566 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9541228.000000 Penalty: 3657.734863
	Iteration 16Q: 3 clusters Score -9541228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76576 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9541227.000000 Penalty: 3657.734863
	Iteration 17Q: 3 clusters Score -9541227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76586 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9541230.000000 Penalty: 3657.734863
	Iteration 18Q: 3 clusters Score -9541230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76589 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9541235.000000 Penalty: 3657.734863
	Iteration 19Q: 3 clusters Score -9541235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76590 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9541233.000000 Penalty: 3657.734863
	Iteration 20F: 3 clusters Score -9541233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76591 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9541235.000000 Penalty: 3657.734863
	Iteration 21Q: 3 clusters Score -9541235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76592 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9541234.000000 Penalty: 3657.734863
	Iteration 22Q: 3 clusters Score -9541234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76592 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9541234.000000 Penalty: 3657.734863
	Iteration 23F: 3 clusters Score -9541234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Entering Unmasked Estep 
Score: -3206430.000000 Penalty: 1654.056030
	Iteration 0F: 2 clusters Score -3206430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -3188725.000000 Penalty: 3308.112061
	Iteration 0F: 3 clusters Score -3188725 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -3195624.250000 Penalty: 3308.112061
	Iteration 1F: 3 clusters Score -3195624 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -3196414.500000 Penalty: 3308.112061
	Iteration 2F: 3 clusters Score -3196414 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3197522.500000 Penalty: 3308.112061
	Iteration 3F: 3 clusters Score -3197522 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -3198984.000000 Penalty: 3308.112061
	Iteration 4F: 3 clusters Score -3198984 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -3200815.000000 Penalty: 3308.112061
	Iteration 5F: 3 clusters Score -3200815 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3203437.750000 Penalty: 3308.112061
	Iteration 6F: 3 clusters Score -3203438 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -3207059.000000 Penalty: 3308.112061
	Iteration 7F: 3 clusters Score -3207059 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -3210355.750000 Penalty: 3308.112061
	Iteration 8F: 3 clusters Score -3210356 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -3212607.000000 Penalty: 3308.112061
	Iteration 9F: 3 clusters Score -3212607 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3213323.000000 Penalty: 3308.112061
	Iteration 10Q: 3 clusters Score -3213323 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -3213573.250000 Penalty: 3308.112061
	Iteration 11Q: 3 clusters Score -3213573 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3213691.000000 Penalty: 3308.112061
	Iteration 12Q: 3 clusters Score -3213691 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -3213747.500000 Penalty: 3308.112061
	Iteration 13Q: 3 clusters Score -3213748 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -3213784.000000 Penalty: 3308.112061
	Iteration 14Q: 3 clusters Score -3213784 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3213804.250000 Penalty: 3308.112061
	Iteration 15Q: 3 clusters Score -3213804 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -3213817.500000 Penalty: 3308.112061
	Iteration 16Q: 3 clusters Score -3213818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3213814.000000 Penalty: 3308.112061
	Iteration 17Q: 3 clusters Score -3213814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3213817.000000 Penalty: 3308.112061
	Iteration 18Q: 3 clusters Score -3213817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3213830.000000 Penalty: 3308.112061
	Iteration 19Q: 3 clusters Score -3213830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -3213827.250000 Penalty: 3308.112061
	Iteration 20F: 3 clusters Score -3213827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -3213834.500000 Penalty: 3308.112061
	Iteration 21Q: 3 clusters Score -3213834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -3213836.000000 Penalty: 3308.112061
	Iteration 22Q: 3 clusters Score -3213836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3213833.250000 Penalty: 3308.112061
	Iteration 23Q: 3 clusters Score -3213833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3213838.250000 Penalty: 3308.112061
	Iteration 24Q: 3 clusters Score -3213838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -3213838.500000 Penalty: 3308.112061
	Iteration 25Q: 3 clusters Score -3213838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -3213839.000000 Penalty: 3308.112061
	Iteration 26Q: 3 clusters Score -3213839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3213836.500000 Penalty: 3308.112061
	Iteration 27Q: 3 clusters Score -3213836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3213841.000000 Penalty: 3308.112061
	Iteration 28Q: 3 clusters Score -3213841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -3213838.000000 Penalty: 3308.112061
	Iteration 29Q: 3 clusters Score -3213838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -3213840.750000 Penalty: 3308.112061
	Iteration 30Q: 3 clusters Score -3213841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3213841.500000 Penalty: 3308.112061
	Iteration 31Q: 3 clusters Score -3213842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3213839.750000 Penalty: 3308.112061
	Iteration 32Q: 3 clusters Score -3213840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3213840.250000 Penalty: 3308.112061
	Iteration 33Q: 3 clusters Score -3213840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3213837.750000 Penalty: 3308.112061
	Iteration 34Q: 3 clusters Score -3213838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -3213837.750000 Penalty: 3308.112061
	Iteration 35F: 3 clusters Score -3213838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 75364 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 4441 members 
Mstep: Class 6 contains 10691 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 16512 members 
Mstep: Class 9 contains 77232 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 20259 members 
Mstep: Class 13 contains 28723 members 
Mstep: Class 14 contains 14817 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 8124 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 3970 members 
Mstep: Class 21 contains 3051 members 
Mstep: Class 22 contains 2276 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 51180 members 
Mstep: Class 25 contains 10935 members 
Entering Unmasked Estep 
Score: -48188432.000000 Penalty: 52423.453125
Splitting cluster 10 changes total score from -48173044.000000 to -48188432.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 11 (2924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Entering Unmasked Estep 
Score: -312156.375000 Penalty: 1296.864990
	Iteration 0F: 2 clusters Score -312156.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -309534.625000 Penalty: 2593.729980
	Iteration 0F: 3 clusters Score -309534.6 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -310497.437500 Penalty: 2593.729980
	Iteration 1F: 3 clusters Score -310497.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -311054.375000 Penalty: 2593.729980
	Iteration 2F: 3 clusters Score -311054.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -311455.437500 Penalty: 2593.729980
	Iteration 3F: 3 clusters Score -311455.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -311682.156250 Penalty: 2593.729980
	Iteration 4F: 3 clusters Score -311682.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -311794.968750 Penalty: 2593.729980
	Iteration 5Q: 3 clusters Score -311795 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -311852.843750 Penalty: 2593.729980
	Iteration 6Q: 3 clusters Score -311852.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -311898.812500 Penalty: 2593.729980
	Iteration 7Q: 3 clusters Score -311898.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -311927.968750 Penalty: 2593.729980
	Iteration 8Q: 3 clusters Score -311928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -311957.781250 Penalty: 2593.729980
	Iteration 9Q: 3 clusters Score -311957.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -311977.125000 Penalty: 2593.729980
	Iteration 10Q: 3 clusters Score -311977.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -312002.187500 Penalty: 2593.729980
	Iteration 11Q: 3 clusters Score -312002.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -312014.906250 Penalty: 2593.729980
	Iteration 12Q: 3 clusters Score -312014.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -312021.781250 Penalty: 2593.729980
	Iteration 13Q: 3 clusters Score -312021.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -312024.875000 Penalty: 2593.729980
	Iteration 14Q: 3 clusters Score -312024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -312028.281250 Penalty: 2593.729980
	Iteration 15Q: 3 clusters Score -312028.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -312030.500000 Penalty: 2593.729980
	Iteration 16Q: 3 clusters Score -312030.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -312032.656250 Penalty: 2593.729980
	Iteration 17Q: 3 clusters Score -312032.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -312034.281250 Penalty: 2593.729980
	Iteration 18Q: 3 clusters Score -312034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -312035.062500 Penalty: 2593.729980
	Iteration 19Q: 3 clusters Score -312035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -312035.125000 Penalty: 2593.729980
	Iteration 20F: 3 clusters Score -312035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -312035.812500 Penalty: 2593.729980
	Iteration 21Q: 3 clusters Score -312035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -312035.812500 Penalty: 2593.729980
	Iteration 22F: 3 clusters Score -312035.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (20259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Entering Unmasked Estep 
Score: -2522537.000000 Penalty: 1611.407593
	Iteration 0F: 2 clusters Score -2522537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2508713.500000 Penalty: 3222.815186
	Iteration 0F: 3 clusters Score -2508714 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2513520.000000 Penalty: 3222.815186
	Iteration 1F: 3 clusters Score -2513520 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2513790.000000 Penalty: 3222.815186
	Iteration 2Q: 3 clusters Score -2513790 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2514044.750000 Penalty: 3222.815186
	Iteration 3Q: 3 clusters Score -2514045 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2514301.750000 Penalty: 3222.815186
	Iteration 4Q: 3 clusters Score -2514302 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2514537.750000 Penalty: 3222.815186
	Iteration 5Q: 3 clusters Score -2514538 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -2514786.500000 Penalty: 3222.815186
	Iteration 6Q: 3 clusters Score -2514786 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2515022.500000 Penalty: 3222.815186
	Iteration 7Q: 3 clusters Score -2515022 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -2515331.250000 Penalty: 3222.815186
	Iteration 8Q: 3 clusters Score -2515331 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -2515763.500000 Penalty: 3222.815186
	Iteration 9Q: 3 clusters Score -2515764 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2516319.250000 Penalty: 3222.815186
	Iteration 10Q: 3 clusters Score -2516319 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2516983.000000 Penalty: 3222.815186
	Iteration 11F: 3 clusters Score -2516983 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -2517834.750000 Penalty: 3222.815186
	Iteration 12F: 3 clusters Score -2517835 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -2518743.250000 Penalty: 3222.815186
	Iteration 13F: 3 clusters Score -2518743 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2519534.750000 Penalty: 3222.815186
	Iteration 14Q: 3 clusters Score -2519535 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2520160.500000 Penalty: 3222.815186
	Iteration 15Q: 3 clusters Score -2520160 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2520550.500000 Penalty: 3222.815186
	Iteration 16Q: 3 clusters Score -2520550 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2520772.750000 Penalty: 3222.815186
	Iteration 17Q: 3 clusters Score -2520773 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2520911.000000 Penalty: 3222.815186
	Iteration 18Q: 3 clusters Score -2520911 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2520990.250000 Penalty: 3222.815186
	Iteration 19Q: 3 clusters Score -2520990 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2521042.000000 Penalty: 3222.815186
	Iteration 20F: 3 clusters Score -2521042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2521072.000000 Penalty: 3222.815186
	Iteration 21Q: 3 clusters Score -2521072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2521095.750000 Penalty: 3222.815186
	Iteration 22Q: 3 clusters Score -2521096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2521116.000000 Penalty: 3222.815186
	Iteration 23Q: 3 clusters Score -2521116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2521125.500000 Penalty: 3222.815186
	Iteration 24Q: 3 clusters Score -2521126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2521134.000000 Penalty: 3222.815186
	Iteration 25Q: 3 clusters Score -2521134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -2521135.750000 Penalty: 3222.815186
	Iteration 26Q: 3 clusters Score -2521136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2521136.250000 Penalty: 3222.815186
	Iteration 27Q: 3 clusters Score -2521136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2521139.250000 Penalty: 3222.815186
	Iteration 28Q: 3 clusters Score -2521139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2521137.750000 Penalty: 3222.815186
	Iteration 29Q: 3 clusters Score -2521138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2521141.500000 Penalty: 3222.815186
	Iteration 30Q: 3 clusters Score -2521142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2521142.000000 Penalty: 3222.815186
	Iteration 31Q: 3 clusters Score -2521142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -2521142.000000 Penalty: 3222.815186
	Iteration 32F: 3 clusters Score -2521142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Entering Unmasked Estep 
Score: -3531662.000000 Penalty: 1668.136108
	Iteration 0F: 2 clusters Score -3531662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3512179.250000 Penalty: 3336.272217
	Iteration 0F: 3 clusters Score -3512179 nChanged 13314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -3519620.250000 Penalty: 3336.272217
	Iteration 1F: 3 clusters Score -3519620 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -3520067.000000 Penalty: 3336.272217
	Iteration 2Q: 3 clusters Score -3520067 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -3520569.750000 Penalty: 3336.272217
	Iteration 3Q: 3 clusters Score -3520570 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3521183.250000 Penalty: 3336.272217
	Iteration 4Q: 3 clusters Score -3521183 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -3522020.250000 Penalty: 3336.272217
	Iteration 5F: 3 clusters Score -3522020 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -3523151.500000 Penalty: 3336.272217
	Iteration 6F: 3 clusters Score -3523152 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3524395.750000 Penalty: 3336.272217
	Iteration 7F: 3 clusters Score -3524396 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -3525609.000000 Penalty: 3336.272217
	Iteration 8F: 3 clusters Score -3525609 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -3526523.500000 Penalty: 3336.272217
	Iteration 9F: 3 clusters Score -3526524 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -3527140.250000 Penalty: 3336.272217
	Iteration 10Q: 3 clusters Score -3527140 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3527480.000000 Penalty: 3336.272217
	Iteration 11Q: 3 clusters Score -3527480 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -3527670.000000 Penalty: 3336.272217
	Iteration 12Q: 3 clusters Score -3527670 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -3527810.000000 Penalty: 3336.272217
	Iteration 13Q: 3 clusters Score -3527810 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -3527896.250000 Penalty: 3336.272217
	Iteration 14Q: 3 clusters Score -3527896 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -3527985.500000 Penalty: 3336.272217
	Iteration 15Q: 3 clusters Score -3527986 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3528064.250000 Penalty: 3336.272217
	Iteration 16Q: 3 clusters Score -3528064 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -3528096.500000 Penalty: 3336.272217
	Iteration 17Q: 3 clusters Score -3528096 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3528143.500000 Penalty: 3336.272217
	Iteration 18Q: 3 clusters Score -3528144 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -3528194.500000 Penalty: 3336.272217
	Iteration 19Q: 3 clusters Score -3528194 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -3528218.000000 Penalty: 3336.272217
	Iteration 20F: 3 clusters Score -3528218 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -3528289.250000 Penalty: 3336.272217
	Iteration 21Q: 3 clusters Score -3528289 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3528337.500000 Penalty: 3336.272217
	Iteration 22Q: 3 clusters Score -3528338 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -3528395.250000 Penalty: 3336.272217
	Iteration 23Q: 3 clusters Score -3528395 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -3528444.000000 Penalty: 3336.272217
	Iteration 24Q: 3 clusters Score -3528444 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -3528493.000000 Penalty: 3336.272217
	Iteration 25Q: 3 clusters Score -3528493 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -3528555.750000 Penalty: 3336.272217
	Iteration 26Q: 3 clusters Score -3528556 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3528616.250000 Penalty: 3336.272217
	Iteration 27Q: 3 clusters Score -3528616 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3528702.500000 Penalty: 3336.272217
	Iteration 28Q: 3 clusters Score -3528702 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -3528755.250000 Penalty: 3336.272217
	Iteration 29Q: 3 clusters Score -3528755 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -3528810.250000 Penalty: 3336.272217
	Iteration 30Q: 3 clusters Score -3528810 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3528878.250000 Penalty: 3336.272217
	Iteration 31Q: 3 clusters Score -3528878 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -3528933.750000 Penalty: 3336.272217
	Iteration 32Q: 3 clusters Score -3528934 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3529001.750000 Penalty: 3336.272217
	Iteration 33Q: 3 clusters Score -3529002 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -3529083.000000 Penalty: 3336.272217
	Iteration 34Q: 3 clusters Score -3529083 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3529157.000000 Penalty: 3336.272217
	Iteration 35Q: 3 clusters Score -3529157 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3529274.000000 Penalty: 3336.272217
	Iteration 36Q: 3 clusters Score -3529274 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -3529381.500000 Penalty: 3336.272217
	Iteration 37Q: 3 clusters Score -3529382 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3529496.000000 Penalty: 3336.272217
	Iteration 38Q: 3 clusters Score -3529496 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -3529583.000000 Penalty: 3336.272217
	Iteration 39Q: 3 clusters Score -3529583 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3529696.500000 Penalty: 3336.272217
	Iteration 40F: 3 clusters Score -3529696 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -3529787.000000 Penalty: 3336.272217
	Iteration 41Q: 3 clusters Score -3529787 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -3529863.000000 Penalty: 3336.272217
	Iteration 42Q: 3 clusters Score -3529863 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3529961.750000 Penalty: 3336.272217
	Iteration 43Q: 3 clusters Score -3529962 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3530016.000000 Penalty: 3336.272217
	Iteration 44Q: 3 clusters Score -3530016 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -3530077.000000 Penalty: 3336.272217
	Iteration 45Q: 3 clusters Score -3530077 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -3530146.750000 Penalty: 3336.272217
	Iteration 46Q: 3 clusters Score -3530147 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -3530220.250000 Penalty: 3336.272217
	Iteration 47Q: 3 clusters Score -3530220 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3530299.500000 Penalty: 3336.272217
	Iteration 48Q: 3 clusters Score -3530300 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -3530377.500000 Penalty: 3336.272217
	Iteration 49Q: 3 clusters Score -3530378 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3530499.250000 Penalty: 3336.272217
	Iteration 50Q: 3 clusters Score -3530499 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3530647.000000 Penalty: 3336.272217
	Iteration 51Q: 3 clusters Score -3530647 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3530853.000000 Penalty: 3336.272217
	Iteration 52Q: 3 clusters Score -3530853 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3530984.000000 Penalty: 3336.272217
	Iteration 53Q: 3 clusters Score -3530984 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3531065.250000 Penalty: 3336.272217
	Iteration 54Q: 3 clusters Score -3531065 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3531107.750000 Penalty: 3336.272217
	Iteration 55Q: 3 clusters Score -3531108 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3531141.750000 Penalty: 3336.272217
	Iteration 56Q: 3 clusters Score -3531142 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3531150.750000 Penalty: 3336.272217
	Iteration 57Q: 3 clusters Score -3531151 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3531158.500000 Penalty: 3336.272217
	Iteration 58Q: 3 clusters Score -3531158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3531171.500000 Penalty: 3336.272217
	Iteration 59Q: 3 clusters Score -3531172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3531176.000000 Penalty: 3336.272217
	Iteration 60F: 3 clusters Score -3531176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3531173.750000 Penalty: 3336.272217
	Iteration 61Q: 3 clusters Score -3531174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3531177.000000 Penalty: 3336.272217
	Iteration 62Q: 3 clusters Score -3531177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3531168.750000 Penalty: 3336.272217
	Iteration 63Q: 3 clusters Score -3531169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3531170.250000 Penalty: 3336.272217
	Iteration 64Q: 3 clusters Score -3531170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3531172.750000 Penalty: 3336.272217
	Iteration 65Q: 3 clusters Score -3531173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3531173.750000 Penalty: 3336.272217
	Iteration 66Q: 3 clusters Score -3531174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3531177.000000 Penalty: 3336.272217
	Iteration 67Q: 3 clusters Score -3531177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -3531178.750000 Penalty: 3336.272217
	Iteration 68Q: 3 clusters Score -3531179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3531174.750000 Penalty: 3336.272217
	Iteration 69Q: 3 clusters Score -3531175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -3531175.750000 Penalty: 3336.272217
	Iteration 70Q: 3 clusters Score -3531176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -3531179.000000 Penalty: 3336.272217
	Iteration 71Q: 3 clusters Score -3531179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3531182.000000 Penalty: 3336.272217
	Iteration 72Q: 3 clusters Score -3531182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3531181.000000 Penalty: 3336.272217
	Iteration 73Q: 3 clusters Score -3531181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3531182.000000 Penalty: 3336.272217
	Iteration 74Q: 3 clusters Score -3531182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3531179.750000 Penalty: 3336.272217
	Iteration 75Q: 3 clusters Score -3531180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3531182.250000 Penalty: 3336.272217
	Iteration 76Q: 3 clusters Score -3531182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3531183.500000 Penalty: 3336.272217
	Iteration 77Q: 3 clusters Score -3531184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3531184.750000 Penalty: 3336.272217
	Iteration 78Q: 3 clusters Score -3531185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -3531181.750000 Penalty: 3336.272217
	Iteration 79Q: 3 clusters Score -3531182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -3531186.750000 Penalty: 3336.272217
	Iteration 80F: 3 clusters Score -3531187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3531187.250000 Penalty: 3336.272217
	Iteration 81Q: 3 clusters Score -3531187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -3531190.750000 Penalty: 3336.272217
	Iteration 82Q: 3 clusters Score -3531191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3531189.250000 Penalty: 3336.272217
	Iteration 83Q: 3 clusters Score -3531189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3531186.750000 Penalty: 3336.272217
	Iteration 84Q: 3 clusters Score -3531187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3531187.500000 Penalty: 3336.272217
	Iteration 85Q: 3 clusters Score -3531188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -3531187.500000 Penalty: 3336.272217
	Iteration 86F: 3 clusters Score -3531188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Entering Unmasked Estep 
Score: -1818397.125000 Penalty: 1560.573730
	Iteration 0F: 2 clusters Score -1818397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1808241.250000 Penalty: 3121.147461
	Iteration 0F: 3 clusters Score -1808241 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1812497.625000 Penalty: 3121.147461
	Iteration 1F: 3 clusters Score -1812498 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1813710.250000 Penalty: 3121.147461
	Iteration 2F: 3 clusters Score -1813710 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1814796.250000 Penalty: 3121.147461
	Iteration 3F: 3 clusters Score -1814796 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1815586.000000 Penalty: 3121.147461
	Iteration 4F: 3 clusters Score -1815586 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1816370.000000 Penalty: 3121.147461
	Iteration 5F: 3 clusters Score -1816370 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1817262.125000 Penalty: 3121.147461
	Iteration 6F: 3 clusters Score -1817262 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1818512.750000 Penalty: 3121.147461
	Iteration 7F: 3 clusters Score -1818513 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1819963.500000 Penalty: 3121.147461
	Iteration 8Q: 3 clusters Score -1819964 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1820504.000000 Penalty: 3121.147461
	Iteration 9Q: 3 clusters Score -1820504 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1820643.500000 Penalty: 3121.147461
	Iteration 10Q: 3 clusters Score -1820644 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1820763.250000 Penalty: 3121.147461
	Iteration 11Q: 3 clusters Score -1820763 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1821017.375000 Penalty: 3121.147461
	Iteration 12Q: 3 clusters Score -1821017 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1821494.875000 Penalty: 3121.147461
	Iteration 13Q: 3 clusters Score -1821495 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1821919.000000 Penalty: 3121.147461
	Iteration 14Q: 3 clusters Score -1821919 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1822114.125000 Penalty: 3121.147461
	Iteration 15Q: 3 clusters Score -1822114 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1822181.250000 Penalty: 3121.147461
	Iteration 16Q: 3 clusters Score -1822181 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1822212.250000 Penalty: 3121.147461
	Iteration 17Q: 3 clusters Score -1822212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1822224.000000 Penalty: 3121.147461
	Iteration 18Q: 3 clusters Score -1822224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1822247.625000 Penalty: 3121.147461
	Iteration 19Q: 3 clusters Score -1822248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1822249.875000 Penalty: 3121.147461
	Iteration 20F: 3 clusters Score -1822250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1822260.125000 Penalty: 3121.147461
	Iteration 21Q: 3 clusters Score -1822260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1822260.250000 Penalty: 3121.147461
	Iteration 22Q: 3 clusters Score -1822260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1822258.250000 Penalty: 3121.147461
	Iteration 23Q: 3 clusters Score -1822258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1822265.375000 Penalty: 3121.147461
	Iteration 24Q: 3 clusters Score -1822265 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1822260.625000 Penalty: 3121.147461
	Iteration 25Q: 3 clusters Score -1822261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1822263.375000 Penalty: 3121.147461
	Iteration 26Q: 3 clusters Score -1822263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1822262.875000 Penalty: 3121.147461
	Iteration 27Q: 3 clusters Score -1822263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1822259.750000 Penalty: 3121.147461
	Iteration 28Q: 3 clusters Score -1822260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1822260.250000 Penalty: 3121.147461
	Iteration 29Q: 3 clusters Score -1822260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1822258.000000 Penalty: 3121.147461
	Iteration 30Q: 3 clusters Score -1822258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1822260.750000 Penalty: 3121.147461
	Iteration 31Q: 3 clusters Score -1822261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1822260.750000 Penalty: 3121.147461
	Iteration 32F: 3 clusters Score -1822261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 75364 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 4441 members 
Mstep: Class 6 contains 10691 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 16512 members 
Mstep: Class 9 contains 77232 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 20259 members 
Mstep: Class 13 contains 28723 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 8124 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 3970 members 
Mstep: Class 21 contains 3051 members 
Mstep: Class 22 contains 2276 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 51180 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 7999 members 
Entering Unmasked Estep 
Score: -48191780.000000 Penalty: 54520.390625
Splitting cluster 14 changes total score from -48173044.000000 to -48191780.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (11290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Entering Unmasked Estep 
Score: -1282361.500000 Penalty: 1516.396851
	Iteration 0F: 2 clusters Score -1282362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1274414.250000 Penalty: 3032.793701
	Iteration 0F: 3 clusters Score -1274414 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1277248.250000 Penalty: 3032.793701
	Iteration 1F: 3 clusters Score -1277248 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1277924.500000 Penalty: 3032.793701
	Iteration 2F: 3 clusters Score -1277924 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1278628.125000 Penalty: 3032.793701
	Iteration 3F: 3 clusters Score -1278628 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1279238.875000 Penalty: 3032.793701
	Iteration 4F: 3 clusters Score -1279239 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1279689.750000 Penalty: 3032.793701
	Iteration 5F: 3 clusters Score -1279690 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1280008.250000 Penalty: 3032.793701
	Iteration 6Q: 3 clusters Score -1280008 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1280254.375000 Penalty: 3032.793701
	Iteration 7Q: 3 clusters Score -1280254 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1280449.000000 Penalty: 3032.793701
	Iteration 8Q: 3 clusters Score -1280449 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1280598.125000 Penalty: 3032.793701
	Iteration 9Q: 3 clusters Score -1280598 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1280720.750000 Penalty: 3032.793701
	Iteration 10Q: 3 clusters Score -1280721 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1280812.625000 Penalty: 3032.793701
	Iteration 11Q: 3 clusters Score -1280813 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1280884.250000 Penalty: 3032.793701
	Iteration 12Q: 3 clusters Score -1280884 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1280939.750000 Penalty: 3032.793701
	Iteration 13Q: 3 clusters Score -1280940 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1281008.250000 Penalty: 3032.793701
	Iteration 14Q: 3 clusters Score -1281008 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1281075.125000 Penalty: 3032.793701
	Iteration 15Q: 3 clusters Score -1281075 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1281144.625000 Penalty: 3032.793701
	Iteration 16Q: 3 clusters Score -1281145 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1281198.875000 Penalty: 3032.793701
	Iteration 17Q: 3 clusters Score -1281199 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1281241.625000 Penalty: 3032.793701
	Iteration 18Q: 3 clusters Score -1281242 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1281286.875000 Penalty: 3032.793701
	Iteration 19Q: 3 clusters Score -1281287 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1281327.000000 Penalty: 3032.793701
	Iteration 20F: 3 clusters Score -1281327 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1281370.250000 Penalty: 3032.793701
	Iteration 21Q: 3 clusters Score -1281370 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1281408.125000 Penalty: 3032.793701
	Iteration 22Q: 3 clusters Score -1281408 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1281459.125000 Penalty: 3032.793701
	Iteration 23Q: 3 clusters Score -1281459 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1281515.625000 Penalty: 3032.793701
	Iteration 24Q: 3 clusters Score -1281516 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1281561.500000 Penalty: 3032.793701
	Iteration 25Q: 3 clusters Score -1281562 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1281593.875000 Penalty: 3032.793701
	Iteration 26Q: 3 clusters Score -1281594 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1281629.625000 Penalty: 3032.793701
	Iteration 27Q: 3 clusters Score -1281630 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1281676.625000 Penalty: 3032.793701
	Iteration 28Q: 3 clusters Score -1281677 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1281711.375000 Penalty: 3032.793701
	Iteration 29Q: 3 clusters Score -1281711 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1281737.250000 Penalty: 3032.793701
	Iteration 30Q: 3 clusters Score -1281737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1281757.250000 Penalty: 3032.793701
	Iteration 31Q: 3 clusters Score -1281757 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1281777.375000 Penalty: 3032.793701
	Iteration 32Q: 3 clusters Score -1281777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1281789.625000 Penalty: 3032.793701
	Iteration 33Q: 3 clusters Score -1281790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1281796.750000 Penalty: 3032.793701
	Iteration 34Q: 3 clusters Score -1281797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1281802.625000 Penalty: 3032.793701
	Iteration 35Q: 3 clusters Score -1281803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1281803.625000 Penalty: 3032.793701
	Iteration 36Q: 3 clusters Score -1281804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1281808.000000 Penalty: 3032.793701
	Iteration 37Q: 3 clusters Score -1281808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1281811.375000 Penalty: 3032.793701
	Iteration 38Q: 3 clusters Score -1281811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1281815.625000 Penalty: 3032.793701
	Iteration 39Q: 3 clusters Score -1281816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1281816.250000 Penalty: 3032.793701
	Iteration 40F: 3 clusters Score -1281816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1281816.625000 Penalty: 3032.793701
	Iteration 41Q: 3 clusters Score -1281817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1281817.250000 Penalty: 3032.793701
	Iteration 42Q: 3 clusters Score -1281817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1281817.250000 Penalty: 3032.793701
	Iteration 43F: 3 clusters Score -1281817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Entering Unmasked Estep 
Score: -805607.812500 Penalty: 1428.022461
	Iteration 0F: 2 clusters Score -805607.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -800661.625000 Penalty: 2856.044922
	Iteration 0F: 3 clusters Score -800661.6 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -802200.062500 Penalty: 2856.044922
	Iteration 1F: 3 clusters Score -802200.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -802433.750000 Penalty: 2856.044922
	Iteration 2F: 3 clusters Score -802433.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -802614.187500 Penalty: 2856.044922
	Iteration 3F: 3 clusters Score -802614.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -802803.750000 Penalty: 2856.044922
	Iteration 4Q: 3 clusters Score -802803.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -803008.000000 Penalty: 2856.044922
	Iteration 5Q: 3 clusters Score -803008 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -803195.875000 Penalty: 2856.044922
	Iteration 6Q: 3 clusters Score -803195.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -803340.312500 Penalty: 2856.044922
	Iteration 7Q: 3 clusters Score -803340.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -803451.187500 Penalty: 2856.044922
	Iteration 8Q: 3 clusters Score -803451.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -803543.937500 Penalty: 2856.044922
	Iteration 9Q: 3 clusters Score -803543.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -803616.000000 Penalty: 2856.044922
	Iteration 10Q: 3 clusters Score -803616 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -803676.125000 Penalty: 2856.044922
	Iteration 11Q: 3 clusters Score -803676.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -803728.000000 Penalty: 2856.044922
	Iteration 12Q: 3 clusters Score -803728 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -803771.625000 Penalty: 2856.044922
	Iteration 13Q: 3 clusters Score -803771.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -803810.812500 Penalty: 2856.044922
	Iteration 14Q: 3 clusters Score -803810.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -803840.437500 Penalty: 2856.044922
	Iteration 15Q: 3 clusters Score -803840.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -803868.125000 Penalty: 2856.044922
	Iteration 16Q: 3 clusters Score -803868.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -803892.562500 Penalty: 2856.044922
	Iteration 17Q: 3 clusters Score -803892.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -803910.062500 Penalty: 2856.044922
	Iteration 18Q: 3 clusters Score -803910.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -803929.187500 Penalty: 2856.044922
	Iteration 19Q: 3 clusters Score -803929.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -803942.312500 Penalty: 2856.044922
	Iteration 20F: 3 clusters Score -803942.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -803948.250000 Penalty: 2856.044922
	Iteration 21Q: 3 clusters Score -803948.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -803956.312500 Penalty: 2856.044922
	Iteration 22Q: 3 clusters Score -803956.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -803960.875000 Penalty: 2856.044922
	Iteration 23Q: 3 clusters Score -803960.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -803968.500000 Penalty: 2856.044922
	Iteration 24Q: 3 clusters Score -803968.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -803978.187500 Penalty: 2856.044922
	Iteration 25Q: 3 clusters Score -803978.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -803987.562500 Penalty: 2856.044922
	Iteration 26Q: 3 clusters Score -803987.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -803992.062500 Penalty: 2856.044922
	Iteration 27Q: 3 clusters Score -803992.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -803997.187500 Penalty: 2856.044922
	Iteration 28Q: 3 clusters Score -803997.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -803998.062500 Penalty: 2856.044922
	Iteration 29Q: 3 clusters Score -803998.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -804002.875000 Penalty: 2856.044922
	Iteration 30Q: 3 clusters Score -804002.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -804005.500000 Penalty: 2856.044922
	Iteration 31Q: 3 clusters Score -804005.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -804010.250000 Penalty: 2856.044922
	Iteration 32Q: 3 clusters Score -804010.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -804015.125000 Penalty: 2856.044922
	Iteration 33Q: 3 clusters Score -804015.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -804019.312500 Penalty: 2856.044922
	Iteration 34Q: 3 clusters Score -804019.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -804025.812500 Penalty: 2856.044922
	Iteration 35Q: 3 clusters Score -804025.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -804030.625000 Penalty: 2856.044922
	Iteration 36Q: 3 clusters Score -804030.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -804032.437500 Penalty: 2856.044922
	Iteration 37Q: 3 clusters Score -804032.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -804035.812500 Penalty: 2856.044922
	Iteration 38Q: 3 clusters Score -804035.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -804038.500000 Penalty: 2856.044922
	Iteration 39Q: 3 clusters Score -804038.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -804042.000000 Penalty: 2856.044922
	Iteration 40F: 3 clusters Score -804042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -804042.000000 Penalty: 2856.044922
	Iteration 41Q: 3 clusters Score -804042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -804049.312500 Penalty: 2856.044922
	Iteration 42Q: 3 clusters Score -804049.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -804054.375000 Penalty: 2856.044922
	Iteration 43Q: 3 clusters Score -804054.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -804060.375000 Penalty: 2856.044922
	Iteration 44Q: 3 clusters Score -804060.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -804064.375000 Penalty: 2856.044922
	Iteration 45Q: 3 clusters Score -804064.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -804072.937500 Penalty: 2856.044922
	Iteration 46Q: 3 clusters Score -804072.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -804080.687500 Penalty: 2856.044922
	Iteration 47Q: 3 clusters Score -804080.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -804089.125000 Penalty: 2856.044922
	Iteration 48Q: 3 clusters Score -804089.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -804094.562500 Penalty: 2856.044922
	Iteration 49Q: 3 clusters Score -804094.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -804106.000000 Penalty: 2856.044922
	Iteration 50Q: 3 clusters Score -804106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -804107.000000 Penalty: 2856.044922
	Iteration 51Q: 3 clusters Score -804107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -804108.500000 Penalty: 2856.044922
	Iteration 52Q: 3 clusters Score -804108.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -804114.625000 Penalty: 2856.044922
	Iteration 53Q: 3 clusters Score -804114.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -804115.875000 Penalty: 2856.044922
	Iteration 54Q: 3 clusters Score -804115.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -804123.250000 Penalty: 2856.044922
	Iteration 55Q: 3 clusters Score -804123.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -804127.250000 Penalty: 2856.044922
	Iteration 56Q: 3 clusters Score -804127.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -804132.750000 Penalty: 2856.044922
	Iteration 57Q: 3 clusters Score -804132.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -804135.250000 Penalty: 2856.044922
	Iteration 58Q: 3 clusters Score -804135.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -804139.000000 Penalty: 2856.044922
	Iteration 59Q: 3 clusters Score -804139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -804141.750000 Penalty: 2856.044922
	Iteration 60F: 3 clusters Score -804141.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -804145.687500 Penalty: 2856.044922
	Iteration 61Q: 3 clusters Score -804145.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -804148.312500 Penalty: 2856.044922
	Iteration 62Q: 3 clusters Score -804148.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -804151.000000 Penalty: 2856.044922
	Iteration 63Q: 3 clusters Score -804151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -804153.625000 Penalty: 2856.044922
	Iteration 64Q: 3 clusters Score -804153.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -804155.062500 Penalty: 2856.044922
	Iteration 65Q: 3 clusters Score -804155.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -804155.687500 Penalty: 2856.044922
	Iteration 66Q: 3 clusters Score -804155.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -804157.187500 Penalty: 2856.044922
	Iteration 67Q: 3 clusters Score -804157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -804157.312500 Penalty: 2856.044922
	Iteration 68Q: 3 clusters Score -804157.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -804160.375000 Penalty: 2856.044922
	Iteration 69Q: 3 clusters Score -804160.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -804162.687500 Penalty: 2856.044922
	Iteration 70Q: 3 clusters Score -804162.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -804164.125000 Penalty: 2856.044922
	Iteration 71Q: 3 clusters Score -804164.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -804165.000000 Penalty: 2856.044922
	Iteration 72Q: 3 clusters Score -804165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -804165.875000 Penalty: 2856.044922
	Iteration 73Q: 3 clusters Score -804165.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -804167.875000 Penalty: 2856.044922
	Iteration 74Q: 3 clusters Score -804167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -804167.000000 Penalty: 2856.044922
	Iteration 75Q: 3 clusters Score -804167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -804168.062500 Penalty: 2856.044922
	Iteration 76Q: 3 clusters Score -804168.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -804171.937500 Penalty: 2856.044922
	Iteration 77Q: 3 clusters Score -804171.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -804171.250000 Penalty: 2856.044922
	Iteration 78Q: 3 clusters Score -804171.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -804172.625000 Penalty: 2856.044922
	Iteration 79Q: 3 clusters Score -804172.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -804171.562500 Penalty: 2856.044922
	Iteration 80F: 3 clusters Score -804171.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -804174.062500 Penalty: 2856.044922
	Iteration 81Q: 3 clusters Score -804174.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -804174.000000 Penalty: 2856.044922
	Iteration 82Q: 3 clusters Score -804174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -804175.187500 Penalty: 2856.044922
	Iteration 83Q: 3 clusters Score -804175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -804174.437500 Penalty: 2856.044922
	Iteration 84Q: 3 clusters Score -804174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -804175.250000 Penalty: 2856.044922
	Iteration 85Q: 3 clusters Score -804175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -804177.750000 Penalty: 2856.044922
	Iteration 86Q: 3 clusters Score -804177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -804178.562500 Penalty: 2856.044922
	Iteration 87Q: 3 clusters Score -804178.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -804177.812500 Penalty: 2856.044922
	Iteration 88Q: 3 clusters Score -804177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -804180.812500 Penalty: 2856.044922
	Iteration 89Q: 3 clusters Score -804180.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -804182.000000 Penalty: 2856.044922
	Iteration 90Q: 3 clusters Score -804182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -804182.562500 Penalty: 2856.044922
	Iteration 91Q: 3 clusters Score -804182.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -804183.000000 Penalty: 2856.044922
	Iteration 92Q: 3 clusters Score -804183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -804183.875000 Penalty: 2856.044922
	Iteration 93Q: 3 clusters Score -804183.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -804185.937500 Penalty: 2856.044922
	Iteration 94Q: 3 clusters Score -804185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -804189.312500 Penalty: 2856.044922
	Iteration 95Q: 3 clusters Score -804189.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -804190.062500 Penalty: 2856.044922
	Iteration 96Q: 3 clusters Score -804190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -804191.625000 Penalty: 2856.044922
	Iteration 97Q: 3 clusters Score -804191.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -804191.937500 Penalty: 2856.044922
	Iteration 98Q: 3 clusters Score -804191.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -804192.937500 Penalty: 2856.044922
	Iteration 99Q: 3 clusters Score -804192.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -804192.875000 Penalty: 2856.044922
	Iteration 100F: 3 clusters Score -804192.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -804194.562500 Penalty: 2856.044922
	Iteration 101Q: 3 clusters Score -804194.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -804196.062500 Penalty: 2856.044922
	Iteration 102Q: 3 clusters Score -804196.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -804197.250000 Penalty: 2856.044922
	Iteration 103Q: 3 clusters Score -804197.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -804200.937500 Penalty: 2856.044922
	Iteration 104Q: 3 clusters Score -804200.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -804199.375000 Penalty: 2856.044922
	Iteration 105Q: 3 clusters Score -804199.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -804202.437500 Penalty: 2856.044922
	Iteration 106Q: 3 clusters Score -804202.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -804202.375000 Penalty: 2856.044922
	Iteration 107Q: 3 clusters Score -804202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -804205.562500 Penalty: 2856.044922
	Iteration 108Q: 3 clusters Score -804205.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -804208.000000 Penalty: 2856.044922
	Iteration 109Q: 3 clusters Score -804208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -804212.562500 Penalty: 2856.044922
	Iteration 110Q: 3 clusters Score -804212.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -804215.937500 Penalty: 2856.044922
	Iteration 111Q: 3 clusters Score -804215.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -804219.750000 Penalty: 2856.044922
	Iteration 112Q: 3 clusters Score -804219.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -804225.375000 Penalty: 2856.044922
	Iteration 113Q: 3 clusters Score -804225.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -804227.625000 Penalty: 2856.044922
	Iteration 114Q: 3 clusters Score -804227.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -804230.312500 Penalty: 2856.044922
	Iteration 115Q: 3 clusters Score -804230.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -804232.437500 Penalty: 2856.044922
	Iteration 116Q: 3 clusters Score -804232.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -804235.000000 Penalty: 2856.044922
	Iteration 117Q: 3 clusters Score -804235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -804238.625000 Penalty: 2856.044922
	Iteration 118Q: 3 clusters Score -804238.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -804240.562500 Penalty: 2856.044922
	Iteration 119Q: 3 clusters Score -804240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -804242.937500 Penalty: 2856.044922
	Iteration 120F: 3 clusters Score -804242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -804243.375000 Penalty: 2856.044922
	Iteration 121Q: 3 clusters Score -804243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -804243.937500 Penalty: 2856.044922
	Iteration 122Q: 3 clusters Score -804243.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -804243.812500 Penalty: 2856.044922
	Iteration 123Q: 3 clusters Score -804243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -804243.812500 Penalty: 2856.044922
	Iteration 124Q: 3 clusters Score -804243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -804245.562500 Penalty: 2856.044922
	Iteration 125Q: 3 clusters Score -804245.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -804248.000000 Penalty: 2856.044922
	Iteration 126Q: 3 clusters Score -804248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -804252.125000 Penalty: 2856.044922
	Iteration 127Q: 3 clusters Score -804252.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -804257.000000 Penalty: 2856.044922
	Iteration 128Q: 3 clusters Score -804257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -804259.750000 Penalty: 2856.044922
	Iteration 129Q: 3 clusters Score -804259.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -804262.062500 Penalty: 2856.044922
	Iteration 130Q: 3 clusters Score -804262.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -804264.687500 Penalty: 2856.044922
	Iteration 131Q: 3 clusters Score -804264.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -804265.687500 Penalty: 2856.044922
	Iteration 132Q: 3 clusters Score -804265.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -804267.937500 Penalty: 2856.044922
	Iteration 133Q: 3 clusters Score -804267.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -804269.000000 Penalty: 2856.044922
	Iteration 134Q: 3 clusters Score -804269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -804273.750000 Penalty: 2856.044922
	Iteration 135Q: 3 clusters Score -804273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -804273.375000 Penalty: 2856.044922
	Iteration 136Q: 3 clusters Score -804273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -804275.500000 Penalty: 2856.044922
	Iteration 137Q: 3 clusters Score -804275.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -804276.937500 Penalty: 2856.044922
	Iteration 138Q: 3 clusters Score -804276.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -804279.062500 Penalty: 2856.044922
	Iteration 139Q: 3 clusters Score -804279.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -804278.875000 Penalty: 2856.044922
	Iteration 140F: 3 clusters Score -804278.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -804281.250000 Penalty: 2856.044922
	Iteration 141Q: 3 clusters Score -804281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -804281.187500 Penalty: 2856.044922
	Iteration 142Q: 3 clusters Score -804281.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -804282.062500 Penalty: 2856.044922
	Iteration 143Q: 3 clusters Score -804282.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -804283.625000 Penalty: 2856.044922
	Iteration 144Q: 3 clusters Score -804283.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -804284.125000 Penalty: 2856.044922
	Iteration 145Q: 3 clusters Score -804284.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -804284.437500 Penalty: 2856.044922
	Iteration 146Q: 3 clusters Score -804284.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -804286.937500 Penalty: 2856.044922
	Iteration 147Q: 3 clusters Score -804286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -804286.750000 Penalty: 2856.044922
	Iteration 148Q: 3 clusters Score -804286.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -804286.500000 Penalty: 2856.044922
	Iteration 149Q: 3 clusters Score -804286.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -804286.500000 Penalty: 2856.044922
	Iteration 150F: 3 clusters Score -804286.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Entering Unmasked Estep 
Score: -1053438.625000 Penalty: 1478.708374
	Iteration 0F: 2 clusters Score -1053439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1047008.312500 Penalty: 2957.416748
	Iteration 0F: 3 clusters Score -1047008 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1049745.625000 Penalty: 2957.416748
	Iteration 1F: 3 clusters Score -1049746 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1051070.625000 Penalty: 2957.416748
	Iteration 2F: 3 clusters Score -1051071 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1052416.500000 Penalty: 2957.416748
	Iteration 3F: 3 clusters Score -1052416 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1054167.625000 Penalty: 2957.416748
	Iteration 4F: 3 clusters Score -1054168 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1055423.750000 Penalty: 2957.416748
	Iteration 5F: 3 clusters Score -1055424 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1055941.125000 Penalty: 2957.416748
	Iteration 6F: 3 clusters Score -1055941 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1056230.000000 Penalty: 2957.416748
	Iteration 7Q: 3 clusters Score -1056230 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1056407.750000 Penalty: 2957.416748
	Iteration 8Q: 3 clusters Score -1056408 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1056541.250000 Penalty: 2957.416748
	Iteration 9Q: 3 clusters Score -1056541 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1056653.000000 Penalty: 2957.416748
	Iteration 10Q: 3 clusters Score -1056653 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1056757.750000 Penalty: 2957.416748
	Iteration 11Q: 3 clusters Score -1056758 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1056865.875000 Penalty: 2957.416748
	Iteration 12Q: 3 clusters Score -1056866 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1056945.875000 Penalty: 2957.416748
	Iteration 13Q: 3 clusters Score -1056946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1057001.125000 Penalty: 2957.416748
	Iteration 14Q: 3 clusters Score -1057001 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1057043.625000 Penalty: 2957.416748
	Iteration 15Q: 3 clusters Score -1057044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1057068.000000 Penalty: 2957.416748
	Iteration 16Q: 3 clusters Score -1057068 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1057089.250000 Penalty: 2957.416748
	Iteration 17Q: 3 clusters Score -1057089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1057110.250000 Penalty: 2957.416748
	Iteration 18Q: 3 clusters Score -1057110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1057122.875000 Penalty: 2957.416748
	Iteration 19Q: 3 clusters Score -1057123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1057132.250000 Penalty: 2957.416748
	Iteration 20F: 3 clusters Score -1057132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1057137.875000 Penalty: 2957.416748
	Iteration 21Q: 3 clusters Score -1057138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1057154.875000 Penalty: 2957.416748
	Iteration 22Q: 3 clusters Score -1057155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1057164.125000 Penalty: 2957.416748
	Iteration 23Q: 3 clusters Score -1057164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1057176.250000 Penalty: 2957.416748
	Iteration 24Q: 3 clusters Score -1057176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1057192.750000 Penalty: 2957.416748
	Iteration 25Q: 3 clusters Score -1057193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1057205.750000 Penalty: 2957.416748
	Iteration 26Q: 3 clusters Score -1057206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1057212.125000 Penalty: 2957.416748
	Iteration 27Q: 3 clusters Score -1057212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1057215.375000 Penalty: 2957.416748
	Iteration 28Q: 3 clusters Score -1057215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1057217.125000 Penalty: 2957.416748
	Iteration 29Q: 3 clusters Score -1057217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1057223.125000 Penalty: 2957.416748
	Iteration 30Q: 3 clusters Score -1057223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1057228.875000 Penalty: 2957.416748
	Iteration 31Q: 3 clusters Score -1057229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1057230.875000 Penalty: 2957.416748
	Iteration 32Q: 3 clusters Score -1057231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1057231.250000 Penalty: 2957.416748
	Iteration 33Q: 3 clusters Score -1057231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1057232.500000 Penalty: 2957.416748
	Iteration 34Q: 3 clusters Score -1057232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1057234.500000 Penalty: 2957.416748
	Iteration 35Q: 3 clusters Score -1057234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1057234.500000 Penalty: 2957.416748
	Iteration 36Q: 3 clusters Score -1057234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1057235.375000 Penalty: 2957.416748
	Iteration 37Q: 3 clusters Score -1057235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1057236.500000 Penalty: 2957.416748
	Iteration 38Q: 3 clusters Score -1057236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1057235.875000 Penalty: 2957.416748
	Iteration 39Q: 3 clusters Score -1057236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1057236.625000 Penalty: 2957.416748
	Iteration 40F: 3 clusters Score -1057237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1057236.000000 Penalty: 2957.416748
	Iteration 41Q: 3 clusters Score -1057236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1057236.125000 Penalty: 2957.416748
	Iteration 42Q: 3 clusters Score -1057236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1057236.125000 Penalty: 2957.416748
	Iteration 43F: 3 clusters Score -1057236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 75364 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 4441 members 
Mstep: Class 6 contains 10691 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 16512 members 
Mstep: Class 9 contains 77232 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 20259 members 
Mstep: Class 13 contains 28723 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 8124 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 3970 members 
Mstep: Class 21 contains 3051 members 
Mstep: Class 22 contains 2276 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 51180 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 7999 members 
Mstep: Class 27 contains 7794 members 
Entering Unmasked Estep 
Score: -48195008.000000 Penalty: 56617.332031
Splitting cluster 17 changes total score from -48173044.000000 to -48195008.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 19 (13751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Entering Unmasked Estep 
Score: -1730699.250000 Penalty: 1548.440796
	Iteration 0F: 2 clusters Score -1730699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1721156.375000 Penalty: 3096.881592
	Iteration 0F: 3 clusters Score -1721156 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1724482.625000 Penalty: 3096.881592
	Iteration 1F: 3 clusters Score -1724483 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1724793.750000 Penalty: 3096.881592
	Iteration 2F: 3 clusters Score -1724794 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1725101.125000 Penalty: 3096.881592
	Iteration 3F: 3 clusters Score -1725101 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1725422.000000 Penalty: 3096.881592
	Iteration 4Q: 3 clusters Score -1725422 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1725737.375000 Penalty: 3096.881592
	Iteration 5Q: 3 clusters Score -1725737 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1726101.125000 Penalty: 3096.881592
	Iteration 6Q: 3 clusters Score -1726101 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1726491.000000 Penalty: 3096.881592
	Iteration 7Q: 3 clusters Score -1726491 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1726845.625000 Penalty: 3096.881592
	Iteration 8Q: 3 clusters Score -1726846 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1727188.625000 Penalty: 3096.881592
	Iteration 9Q: 3 clusters Score -1727189 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1727466.125000 Penalty: 3096.881592
	Iteration 10Q: 3 clusters Score -1727466 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1727704.750000 Penalty: 3096.881592
	Iteration 11Q: 3 clusters Score -1727705 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -1727906.125000 Penalty: 3096.881592
	Iteration 12Q: 3 clusters Score -1727906 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1728098.375000 Penalty: 3096.881592
	Iteration 13Q: 3 clusters Score -1728098 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1728271.000000 Penalty: 3096.881592
	Iteration 14Q: 3 clusters Score -1728271 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1728434.500000 Penalty: 3096.881592
	Iteration 15Q: 3 clusters Score -1728434 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1728582.500000 Penalty: 3096.881592
	Iteration 16Q: 3 clusters Score -1728582 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12227 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1728750.375000 Penalty: 3096.881592
	Iteration 17Q: 3 clusters Score -1728750 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1728871.625000 Penalty: 3096.881592
	Iteration 18Q: 3 clusters Score -1728872 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1728968.750000 Penalty: 3096.881592
	Iteration 19Q: 3 clusters Score -1728969 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1729052.125000 Penalty: 3096.881592
	Iteration 20F: 3 clusters Score -1729052 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1729123.375000 Penalty: 3096.881592
	Iteration 21Q: 3 clusters Score -1729123 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1729181.250000 Penalty: 3096.881592
	Iteration 22Q: 3 clusters Score -1729181 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1729225.875000 Penalty: 3096.881592
	Iteration 23Q: 3 clusters Score -1729226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1729263.625000 Penalty: 3096.881592
	Iteration 24Q: 3 clusters Score -1729264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1729286.500000 Penalty: 3096.881592
	Iteration 25Q: 3 clusters Score -1729286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1729306.750000 Penalty: 3096.881592
	Iteration 26Q: 3 clusters Score -1729307 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1729328.500000 Penalty: 3096.881592
	Iteration 27Q: 3 clusters Score -1729328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1729344.125000 Penalty: 3096.881592
	Iteration 28Q: 3 clusters Score -1729344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1729358.875000 Penalty: 3096.881592
	Iteration 29Q: 3 clusters Score -1729359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1729368.375000 Penalty: 3096.881592
	Iteration 30Q: 3 clusters Score -1729368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1729381.250000 Penalty: 3096.881592
	Iteration 31Q: 3 clusters Score -1729381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1729392.000000 Penalty: 3096.881592
	Iteration 32Q: 3 clusters Score -1729392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1729398.875000 Penalty: 3096.881592
	Iteration 33Q: 3 clusters Score -1729399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1729408.500000 Penalty: 3096.881592
	Iteration 34Q: 3 clusters Score -1729408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1729412.250000 Penalty: 3096.881592
	Iteration 35Q: 3 clusters Score -1729412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1729415.375000 Penalty: 3096.881592
	Iteration 36Q: 3 clusters Score -1729415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1729424.625000 Penalty: 3096.881592
	Iteration 37Q: 3 clusters Score -1729425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1729427.250000 Penalty: 3096.881592
	Iteration 38Q: 3 clusters Score -1729427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1729427.125000 Penalty: 3096.881592
	Iteration 39Q: 3 clusters Score -1729427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1729432.000000 Penalty: 3096.881592
	Iteration 40F: 3 clusters Score -1729432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1729434.125000 Penalty: 3096.881592
	Iteration 41Q: 3 clusters Score -1729434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1729436.500000 Penalty: 3096.881592
	Iteration 42Q: 3 clusters Score -1729436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1729441.000000 Penalty: 3096.881592
	Iteration 43Q: 3 clusters Score -1729441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1729441.875000 Penalty: 3096.881592
	Iteration 44Q: 3 clusters Score -1729442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1729441.250000 Penalty: 3096.881592
	Iteration 45Q: 3 clusters Score -1729441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1729442.000000 Penalty: 3096.881592
	Iteration 46Q: 3 clusters Score -1729442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1729442.000000 Penalty: 3096.881592
	Iteration 47Q: 3 clusters Score -1729442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1729442.000000 Penalty: 3096.881592
	Iteration 48F: 3 clusters Score -1729442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Entering Unmasked Estep 
Score: -376808.750000 Penalty: 1303.774048
	Iteration 0F: 2 clusters Score -376808.8 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 1584 members 
Entering Unmasked Estep 
Score: -374037.125000 Penalty: 2607.548096
	Iteration 0F: 3 clusters Score -374037.1 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -374749.062500 Penalty: 2607.548096
	Iteration 1F: 3 clusters Score -374749.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -374914.062500 Penalty: 2607.548096
	Iteration 2F: 3 clusters Score -374914.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -375030.375000 Penalty: 2607.548096
	Iteration 3F: 3 clusters Score -375030.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -375114.968750 Penalty: 2607.548096
	Iteration 4Q: 3 clusters Score -375115 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -375171.968750 Penalty: 2607.548096
	Iteration 5Q: 3 clusters Score -375172 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -375217.062500 Penalty: 2607.548096
	Iteration 6Q: 3 clusters Score -375217.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -375261.062500 Penalty: 2607.548096
	Iteration 7Q: 3 clusters Score -375261.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -375303.968750 Penalty: 2607.548096
	Iteration 8Q: 3 clusters Score -375304 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -375358.906250 Penalty: 2607.548096
	Iteration 9Q: 3 clusters Score -375358.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -375407.937500 Penalty: 2607.548096
	Iteration 10Q: 3 clusters Score -375407.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -375450.937500 Penalty: 2607.548096
	Iteration 11Q: 3 clusters Score -375450.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -375495.125000 Penalty: 2607.548096
	Iteration 12Q: 3 clusters Score -375495.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -375524.593750 Penalty: 2607.548096
	Iteration 13Q: 3 clusters Score -375524.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -375555.218750 Penalty: 2607.548096
	Iteration 14Q: 3 clusters Score -375555.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -375571.000000 Penalty: 2607.548096
	Iteration 15Q: 3 clusters Score -375571 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -375590.031250 Penalty: 2607.548096
	Iteration 16Q: 3 clusters Score -375590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -375608.843750 Penalty: 2607.548096
	Iteration 17Q: 3 clusters Score -375608.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -375621.312500 Penalty: 2607.548096
	Iteration 18Q: 3 clusters Score -375621.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -375635.218750 Penalty: 2607.548096
	Iteration 19Q: 3 clusters Score -375635.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -375647.906250 Penalty: 2607.548096
	Iteration 20F: 3 clusters Score -375647.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -375666.000000 Penalty: 2607.548096
	Iteration 21Q: 3 clusters Score -375666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -375685.625000 Penalty: 2607.548096
	Iteration 22Q: 3 clusters Score -375685.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -375706.875000 Penalty: 2607.548096
	Iteration 23Q: 3 clusters Score -375706.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -375724.843750 Penalty: 2607.548096
	Iteration 24Q: 3 clusters Score -375724.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -375741.750000 Penalty: 2607.548096
	Iteration 25Q: 3 clusters Score -375741.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -375754.156250 Penalty: 2607.548096
	Iteration 26Q: 3 clusters Score -375754.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -375758.250000 Penalty: 2607.548096
	Iteration 27Q: 3 clusters Score -375758.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -375768.312500 Penalty: 2607.548096
	Iteration 28Q: 3 clusters Score -375768.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -375781.125000 Penalty: 2607.548096
	Iteration 29Q: 3 clusters Score -375781.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -375793.375000 Penalty: 2607.548096
	Iteration 30Q: 3 clusters Score -375793.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -375811.156250 Penalty: 2607.548096
	Iteration 31Q: 3 clusters Score -375811.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -375831.875000 Penalty: 2607.548096
	Iteration 32Q: 3 clusters Score -375831.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -375851.906250 Penalty: 2607.548096
	Iteration 33Q: 3 clusters Score -375851.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -375862.812500 Penalty: 2607.548096
	Iteration 34Q: 3 clusters Score -375862.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -375869.843750 Penalty: 2607.548096
	Iteration 35Q: 3 clusters Score -375869.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -375873.812500 Penalty: 2607.548096
	Iteration 36Q: 3 clusters Score -375873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -375876.093750 Penalty: 2607.548096
	Iteration 37Q: 3 clusters Score -375876.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -375879.312500 Penalty: 2607.548096
	Iteration 38Q: 3 clusters Score -375879.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -375880.718750 Penalty: 2607.548096
	Iteration 39Q: 3 clusters Score -375880.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -375881.312500 Penalty: 2607.548096
	Iteration 40F: 3 clusters Score -375881.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -275211.625000 Penalty: 1256.153442
	Iteration 0F: 2 clusters Score -275211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -272943.281250 Penalty: 2512.306885
	Iteration 0F: 3 clusters Score -272943.3 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -273454.250000 Penalty: 2512.306885
	Iteration 1F: 3 clusters Score -273454.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -273589.812500 Penalty: 2512.306885
	Iteration 2F: 3 clusters Score -273589.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -273692.250000 Penalty: 2512.306885
	Iteration 3F: 3 clusters Score -273692.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -273775.125000 Penalty: 2512.306885
	Iteration 4Q: 3 clusters Score -273775.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -273899.031250 Penalty: 2512.306885
	Iteration 5Q: 3 clusters Score -273899 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -274108.937500 Penalty: 2512.306885
	Iteration 6F: 3 clusters Score -274108.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -274533.187500 Penalty: 2512.306885
	Iteration 7F: 3 clusters Score -274533.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -275560.062500 Penalty: 2512.306885
	Iteration 8F: 3 clusters Score -275560.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -276400.750000 Penalty: 2512.306885
	Iteration 9F: 3 clusters Score -276400.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -276771.375000 Penalty: 2512.306885
	Iteration 10Q: 3 clusters Score -276771.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -277343.062500 Penalty: 2512.306885
	Iteration 11Q: 3 clusters Score -277343.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -277569.000000 Penalty: 2512.306885
	Iteration 12Q: 3 clusters Score -277569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -277751.437500 Penalty: 2512.306885
	Iteration 13Q: 3 clusters Score -277751.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -277828.531250 Penalty: 2512.306885
	Iteration 14Q: 3 clusters Score -277828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -277835.937500 Penalty: 2512.306885
	Iteration 15Q: 3 clusters Score -277835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -277837.312500 Penalty: 2512.306885
	Iteration 16Q: 3 clusters Score -277837.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -277837.312500 Penalty: 2512.306885
	Iteration 17F: 3 clusters Score -277837.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 75364 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 4441 members 
Mstep: Class 6 contains 10691 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 16512 members 
Mstep: Class 9 contains 77232 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 20259 members 
Mstep: Class 13 contains 28723 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 18 contains 8124 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 20 contains 3970 members 
Mstep: Class 21 contains 3051 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 6507 members 
Mstep: Class 24 contains 51180 members 
Mstep: Class 25 contains 10935 members 
Mstep: Class 26 contains 7999 members 
Mstep: Class 27 contains 7794 members 
Mstep: Class 28 contains 1308 members 
Entering Unmasked Estep 
Score: -48196784.000000 Penalty: 58714.269531
Splitting cluster 22 changes total score from -48173044.000000 to -48196784.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 75364 members 
Mstep: Class 4 contains 2252 members 
Mstep: Class 5 contains 4441 members 
Mstep: Class 6 contains 10691 members 
Mstep: Class 7 contains 4840 members 
Mstep: Class 8 contains 16512 members 
Mstep: Class 9 contains 77232 members 
Mstep: Class 10 contains 15404 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 20259 members 
Mstep: Class 13 contains 28723 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 6554 members 
Mstep: Class 17 contains 1159 members 
Mstep: Class 19 contains 13751 members 
Mstep: Class 21 contains 3051 members 
Mstep: Class 22 contains 968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48203744.000000 Penalty: 58714.269531
Iteration 39Q: 29 clusters Score -4.820374e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 996 members 
Mstep: Class 3 contains 75791 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 4369 members 
Mstep: Class 6 contains 10599 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 16706 members 
Mstep: Class 9 contains 76891 members 
Mstep: Class 10 contains 15990 members 
Mstep: Class 11 contains 3004 members 
Mstep: Class 12 contains 20787 members 
Mstep: Class 13 contains 29089 members 
Mstep: Class 14 contains 6885 members 
Mstep: Class 15 contains 11759 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 8301 members 
Mstep: Class 19 contains 13800 members 
Mstep: Class 20 contains 3725 members 
Mstep: Class 21 contains 3049 members 
Mstep: Class 22 contains 1146 members 
Mstep: Class 23 contains 6435 members 
Mstep: Class 24 contains 49770 members 
Mstep: Class 25 contains 10369 members 
Mstep: Class 26 contains 7686 members 
Mstep: Class 27 contains 7498 members 
Mstep: Class 28 contains 1311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48208472.000000 Penalty: 58714.269531
Iteration 40F: 29 clusters Score -4.820847e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 75338 members 
Mstep: Class 4 contains 2249 members 
Mstep: Class 5 contains 4238 members 
Mstep: Class 6 contains 10537 members 
Mstep: Class 7 contains 4817 members 
Mstep: Class 8 contains 16771 members 
Mstep: Class 9 contains 76233 members 
Mstep: Class 10 contains 16251 members 
Mstep: Class 11 contains 2832 members 
Mstep: Class 12 contains 21077 members 
Mstep: Class 13 contains 28619 members 
Mstep: Class 14 contains 6838 members 
Mstep: Class 15 contains 11787 members 
Mstep: Class 16 contains 6750 members 
Mstep: Class 17 contains 1141 members 
Mstep: Class 18 contains 8571 members 
Mstep: Class 19 contains 13900 members 
Mstep: Class 20 contains 3663 members 
Mstep: Class 21 contains 3050 members 
Mstep: Class 22 contains 1271 members 
Mstep: Class 23 contains 6830 members 
Mstep: Class 24 contains 49837 members 
Mstep: Class 25 contains 10452 members 
Mstep: Class 26 contains 8052 members 
Mstep: Class 27 contains 7436 members 
Mstep: Class 28 contains 1376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48210968.000000 Penalty: 58714.269531
Iteration 41Q: 29 clusters Score -4.821097e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1064 members 
Mstep: Class 3 contains 74921 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 10468 members 
Mstep: Class 7 contains 4791 members 
Mstep: Class 8 contains 16925 members 
Mstep: Class 9 contains 75872 members 
Mstep: Class 10 contains 16482 members 
Mstep: Class 11 contains 2757 members 
Mstep: Class 12 contains 21313 members 
Mstep: Class 13 contains 28293 members 
Mstep: Class 14 contains 6800 members 
Mstep: Class 15 contains 11821 members 
Mstep: Class 16 contains 6758 members 
Mstep: Class 17 contains 1142 members 
Mstep: Class 18 contains 8757 members 
Mstep: Class 19 contains 13953 members 
Mstep: Class 20 contains 3596 members 
Mstep: Class 21 contains 3052 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 7030 members 
Mstep: Class 24 contains 49640 members 
Mstep: Class 25 contains 10511 members 
Mstep: Class 26 contains 8351 members 
Mstep: Class 27 contains 7392 members 
Mstep: Class 28 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48212180.000000 Penalty: 58714.269531
Iteration 42Q: 29 clusters Score -4.821218e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1091 members 
Mstep: Class 3 contains 74534 members 
Mstep: Class 4 contains 2245 members 
Mstep: Class 5 contains 4133 members 
Mstep: Class 6 contains 10419 members 
Mstep: Class 7 contains 4752 members 
Mstep: Class 8 contains 17109 members 
Mstep: Class 9 contains 75672 members 
Mstep: Class 10 contains 16647 members 
Mstep: Class 11 contains 2711 members 
Mstep: Class 12 contains 21534 members 
Mstep: Class 13 contains 28103 members 
Mstep: Class 14 contains 6760 members 
Mstep: Class 15 contains 11817 members 
Mstep: Class 16 contains 6745 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 8870 members 
Mstep: Class 19 contains 13988 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 3052 members 
Mstep: Class 22 contains 1497 members 
Mstep: Class 23 contains 7171 members 
Mstep: Class 24 contains 49382 members 
Mstep: Class 25 contains 10562 members 
Mstep: Class 26 contains 8632 members 
Mstep: Class 27 contains 7343 members 
Mstep: Class 28 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48212948.000000 Penalty: 58714.269531
Iteration 43Q: 29 clusters Score -4.821295e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1103 members 
Mstep: Class 3 contains 74166 members 
Mstep: Class 4 contains 2243 members 
Mstep: Class 5 contains 4102 members 
Mstep: Class 6 contains 10376 members 
Mstep: Class 7 contains 4717 members 
Mstep: Class 8 contains 17303 members 
Mstep: Class 9 contains 75531 members 
Mstep: Class 10 contains 16773 members 
Mstep: Class 11 contains 2674 members 
Mstep: Class 12 contains 21720 members 
Mstep: Class 13 contains 27976 members 
Mstep: Class 14 contains 6724 members 
Mstep: Class 15 contains 11825 members 
Mstep: Class 16 contains 6728 members 
Mstep: Class 17 contains 1151 members 
Mstep: Class 18 contains 8954 members 
Mstep: Class 19 contains 14027 members 
Mstep: Class 20 contains 3496 members 
Mstep: Class 21 contains 3049 members 
Mstep: Class 22 contains 1603 members 
Mstep: Class 23 contains 7276 members 
Mstep: Class 24 contains 49117 members 
Mstep: Class 25 contains 10593 members 
Mstep: Class 26 contains 8886 members 
Mstep: Class 27 contains 7298 members 
Mstep: Class 28 contains 1462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48213348.000000 Penalty: 58714.269531
Iteration 44Q: 29 clusters Score -4.821335e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 73841 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 4053 members 
Mstep: Class 6 contains 10330 members 
Mstep: Class 7 contains 4675 members 
Mstep: Class 8 contains 17507 members 
Mstep: Class 9 contains 75459 members 
Mstep: Class 10 contains 16888 members 
Mstep: Class 11 contains 2642 members 
Mstep: Class 12 contains 21909 members 
Mstep: Class 13 contains 27885 members 
Mstep: Class 14 contains 6717 members 
Mstep: Class 15 contains 11834 members 
Mstep: Class 16 contains 6709 members 
Mstep: Class 17 contains 1157 members 
Mstep: Class 18 contains 9004 members 
Mstep: Class 19 contains 14055 members 
Mstep: Class 20 contains 3451 members 
Mstep: Class 21 contains 3050 members 
Mstep: Class 22 contains 1693 members 
Mstep: Class 23 contains 7351 members 
Mstep: Class 24 contains 48835 members 
Mstep: Class 25 contains 10616 members 
Mstep: Class 26 contains 9100 members 
Mstep: Class 27 contains 7257 members 
Mstep: Class 28 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48213804.000000 Penalty: 58714.269531
Iteration 45Q: 29 clusters Score -4.82138e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 73524 members 
Mstep: Class 4 contains 2243 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 6 contains 10299 members 
Mstep: Class 7 contains 4651 members 
Mstep: Class 8 contains 17692 members 
Mstep: Class 9 contains 75390 members 
Mstep: Class 10 contains 16976 members 
Mstep: Class 11 contains 2617 members 
Mstep: Class 12 contains 22089 members 
Mstep: Class 13 contains 27836 members 
Mstep: Class 14 contains 6680 members 
Mstep: Class 15 contains 11860 members 
Mstep: Class 16 contains 6687 members 
Mstep: Class 17 contains 1160 members 
Mstep: Class 18 contains 9044 members 
Mstep: Class 19 contains 14090 members 
Mstep: Class 20 contains 3418 members 
Mstep: Class 21 contains 3048 members 
Mstep: Class 22 contains 1796 members 
Mstep: Class 23 contains 7406 members 
Mstep: Class 24 contains 48554 members 
Mstep: Class 25 contains 10635 members 
Mstep: Class 26 contains 9300 members 
Mstep: Class 27 contains 7223 members 
Mstep: Class 28 contains 1490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48214576.000000 Penalty: 58714.269531
Iteration 46Q: 29 clusters Score -4.821458e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1157 members 
Mstep: Class 3 contains 73234 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 3972 members 
Mstep: Class 6 contains 10277 members 
Mstep: Class 7 contains 4628 members 
Mstep: Class 8 contains 17833 members 
Mstep: Class 9 contains 75354 members 
Mstep: Class 10 contains 17033 members 
Mstep: Class 11 contains 2597 members 
Mstep: Class 12 contains 22272 members 
Mstep: Class 13 contains 27814 members 
Mstep: Class 14 contains 6630 members 
Mstep: Class 15 contains 11898 members 
Mstep: Class 16 contains 6668 members 
Mstep: Class 17 contains 1165 members 
Mstep: Class 18 contains 9063 members 
Mstep: Class 19 contains 14118 members 
Mstep: Class 20 contains 3387 members 
Mstep: Class 21 contains 3047 members 
Mstep: Class 22 contains 1900 members 
Mstep: Class 23 contains 7454 members 
Mstep: Class 24 contains 48292 members 
Mstep: Class 25 contains 10641 members 
Mstep: Class 26 contains 9475 members 
Mstep: Class 27 contains 7195 members 
Mstep: Class 28 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48214860.000000 Penalty: 58714.269531
Iteration 47Q: 29 clusters Score -4.821486e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 72978 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 3963 members 
Mstep: Class 6 contains 10261 members 
Mstep: Class 7 contains 4618 members 
Mstep: Class 8 contains 17935 members 
Mstep: Class 9 contains 75297 members 
Mstep: Class 10 contains 17077 members 
Mstep: Class 11 contains 2560 members 
Mstep: Class 12 contains 22436 members 
Mstep: Class 13 contains 27789 members 
Mstep: Class 14 contains 6561 members 
Mstep: Class 15 contains 11921 members 
Mstep: Class 16 contains 6659 members 
Mstep: Class 17 contains 1169 members 
Mstep: Class 18 contains 9083 members 
Mstep: Class 19 contains 14130 members 
Mstep: Class 20 contains 3355 members 
Mstep: Class 21 contains 3046 members 
Mstep: Class 22 contains 2019 members 
Mstep: Class 23 contains 7524 members 
Mstep: Class 24 contains 48057 members 
Mstep: Class 25 contains 10655 members 
Mstep: Class 26 contains 9646 members 
Mstep: Class 27 contains 7172 members 
Mstep: Class 28 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48215064.000000 Penalty: 58714.269531
Iteration 48Q: 29 clusters Score -4.821506e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 72734 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 3944 members 
Mstep: Class 6 contains 10244 members 
Mstep: Class 7 contains 4608 members 
Mstep: Class 8 contains 18044 members 
Mstep: Class 9 contains 75275 members 
Mstep: Class 10 contains 17132 members 
Mstep: Class 11 contains 2532 members 
Mstep: Class 12 contains 22594 members 
Mstep: Class 13 contains 27765 members 
Mstep: Class 14 contains 6492 members 
Mstep: Class 15 contains 11933 members 
Mstep: Class 16 contains 6635 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 9094 members 
Mstep: Class 19 contains 14146 members 
Mstep: Class 20 contains 3332 members 
Mstep: Class 21 contains 3044 members 
Mstep: Class 22 contains 2136 members 
Mstep: Class 23 contains 7580 members 
Mstep: Class 24 contains 47837 members 
Mstep: Class 25 contains 10669 members 
Mstep: Class 26 contains 9808 members 
Mstep: Class 27 contains 7140 members 
Mstep: Class 28 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48215520.000000 Penalty: 58714.269531
Iteration 49Q: 29 clusters Score -4.821552e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 3 contains 72507 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 3930 members 
Mstep: Class 6 contains 10227 members 
Mstep: Class 7 contains 4594 members 
Mstep: Class 8 contains 18139 members 
Mstep: Class 9 contains 75262 members 
Mstep: Class 10 contains 17172 members 
Mstep: Class 11 contains 2514 members 
Mstep: Class 12 contains 22726 members 
Mstep: Class 13 contains 27764 members 
Mstep: Class 14 contains 6421 members 
Mstep: Class 15 contains 11961 members 
Mstep: Class 16 contains 6619 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 9099 members 
Mstep: Class 19 contains 14149 members 
Mstep: Class 20 contains 3307 members 
Mstep: Class 21 contains 3044 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 7634 members 
Mstep: Class 24 contains 47633 members 
Mstep: Class 25 contains 10685 members 
Mstep: Class 26 contains 9931 members 
Mstep: Class 27 contains 7116 members 
Mstep: Class 28 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48215908.000000 Penalty: 58714.269531
Iteration 50Q: 29 clusters Score -4.821591e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1216 members 
Mstep: Class 3 contains 72257 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 3925 members 
Mstep: Class 6 contains 10213 members 
Mstep: Class 7 contains 4581 members 
Mstep: Class 8 contains 18230 members 
Mstep: Class 9 contains 75258 members 
Mstep: Class 10 contains 17200 members 
Mstep: Class 11 contains 2493 members 
Mstep: Class 12 contains 22842 members 
Mstep: Class 13 contains 27784 members 
Mstep: Class 14 contains 6363 members 
Mstep: Class 15 contains 11997 members 
Mstep: Class 16 contains 6614 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 9108 members 
Mstep: Class 19 contains 14159 members 
Mstep: Class 20 contains 3288 members 
Mstep: Class 21 contains 3045 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 7694 members 
Mstep: Class 24 contains 47438 members 
Mstep: Class 25 contains 10697 members 
Mstep: Class 26 contains 10049 members 
Mstep: Class 27 contains 7077 members 
Mstep: Class 28 contains 1525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48216136.000000 Penalty: 58714.269531
Iteration 51Q: 29 clusters Score -4.821614e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1223 members 
Mstep: Class 3 contains 72001 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 3921 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 18330 members 
Mstep: Class 9 contains 75257 members 
Mstep: Class 10 contains 17222 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 22958 members 
Mstep: Class 13 contains 27848 members 
Mstep: Class 14 contains 6327 members 
Mstep: Class 15 contains 12030 members 
Mstep: Class 16 contains 6596 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 9112 members 
Mstep: Class 19 contains 14159 members 
Mstep: Class 20 contains 3283 members 
Mstep: Class 21 contains 3042 members 
Mstep: Class 22 contains 2433 members 
Mstep: Class 23 contains 7739 members 
Mstep: Class 24 contains 47221 members 
Mstep: Class 25 contains 10701 members 
Mstep: Class 26 contains 10176 members 
Mstep: Class 27 contains 7049 members 
Mstep: Class 28 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48216276.000000 Penalty: 58714.269531
Iteration 52Q: 29 clusters Score -4.821628e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 71781 members 
Mstep: Class 4 contains 2243 members 
Mstep: Class 5 contains 3915 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 4555 members 
Mstep: Class 8 contains 18429 members 
Mstep: Class 9 contains 75253 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 23076 members 
Mstep: Class 13 contains 27898 members 
Mstep: Class 14 contains 6304 members 
Mstep: Class 15 contains 12057 members 
Mstep: Class 16 contains 6575 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 9116 members 
Mstep: Class 19 contains 14165 members 
Mstep: Class 20 contains 3271 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 2494 members 
Mstep: Class 23 contains 7774 members 
Mstep: Class 24 contains 47026 members 
Mstep: Class 25 contains 10707 members 
Mstep: Class 26 contains 10281 members 
Mstep: Class 27 contains 7021 members 
Mstep: Class 28 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48216512.000000 Penalty: 58714.269531
Iteration 53Q: 29 clusters Score -4.821651e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 71559 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 3891 members 
Mstep: Class 6 contains 10188 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 18523 members 
Mstep: Class 9 contains 75264 members 
Mstep: Class 10 contains 17274 members 
Mstep: Class 11 contains 2459 members 
Mstep: Class 12 contains 23176 members 
Mstep: Class 13 contains 27946 members 
Mstep: Class 14 contains 6291 members 
Mstep: Class 15 contains 12072 members 
Mstep: Class 16 contains 6564 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 9122 members 
Mstep: Class 19 contains 14175 members 
Mstep: Class 20 contains 3261 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 2538 members 
Mstep: Class 23 contains 7806 members 
Mstep: Class 24 contains 46859 members 
Mstep: Class 25 contains 10714 members 
Mstep: Class 26 contains 10385 members 
Mstep: Class 27 contains 6996 members 
Mstep: Class 28 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48216684.000000 Penalty: 58714.269531
Iteration 54Q: 29 clusters Score -4.821668e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1219 members 
Mstep: Class 3 contains 71363 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 3880 members 
Mstep: Class 6 contains 10185 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 18614 members 
Mstep: Class 9 contains 75284 members 
Mstep: Class 10 contains 17298 members 
Mstep: Class 11 contains 2446 members 
Mstep: Class 12 contains 23265 members 
Mstep: Class 13 contains 27981 members 
Mstep: Class 14 contains 6284 members 
Mstep: Class 15 contains 12098 members 
Mstep: Class 16 contains 6547 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 9124 members 
Mstep: Class 19 contains 14177 members 
Mstep: Class 20 contains 3255 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 2568 members 
Mstep: Class 23 contains 7838 members 
Mstep: Class 24 contains 46691 members 
Mstep: Class 25 contains 10716 members 
Mstep: Class 26 contains 10487 members 
Mstep: Class 27 contains 6979 members 
Mstep: Class 28 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48216884.000000 Penalty: 58714.269531
Iteration 55Q: 29 clusters Score -4.821688e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1219 members 
Mstep: Class 3 contains 71176 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 10185 members 
Mstep: Class 7 contains 4526 members 
Mstep: Class 8 contains 18688 members 
Mstep: Class 9 contains 75305 members 
Mstep: Class 10 contains 17315 members 
Mstep: Class 11 contains 2438 members 
Mstep: Class 12 contains 23364 members 
Mstep: Class 13 contains 28024 members 
Mstep: Class 14 contains 6281 members 
Mstep: Class 15 contains 12116 members 
Mstep: Class 16 contains 6524 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 9126 members 
Mstep: Class 19 contains 14175 members 
Mstep: Class 20 contains 3247 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 7866 members 
Mstep: Class 24 contains 46535 members 
Mstep: Class 25 contains 10716 members 
Mstep: Class 26 contains 10590 members 
Mstep: Class 27 contains 6952 members 
Mstep: Class 28 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48217060.000000 Penalty: 58714.269531
Iteration 56Q: 29 clusters Score -4.821706e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1224 members 
Mstep: Class 3 contains 71036 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 3866 members 
Mstep: Class 6 contains 10183 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 8 contains 18753 members 
Mstep: Class 9 contains 75311 members 
Mstep: Class 10 contains 17334 members 
Mstep: Class 11 contains 2432 members 
Mstep: Class 12 contains 23449 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 6282 members 
Mstep: Class 15 contains 12123 members 
Mstep: Class 16 contains 6504 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 9126 members 
Mstep: Class 19 contains 14174 members 
Mstep: Class 20 contains 3245 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 7892 members 
Mstep: Class 24 contains 46392 members 
Mstep: Class 25 contains 10712 members 
Mstep: Class 26 contains 10675 members 
Mstep: Class 27 contains 6933 members 
Mstep: Class 28 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48217100.000000 Penalty: 58714.269531
Iteration 57Q: 29 clusters Score -4.82171e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1232 members 
Mstep: Class 3 contains 70890 members 
Mstep: Class 4 contains 2243 members 
Mstep: Class 5 contains 3852 members 
Mstep: Class 6 contains 10181 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 18820 members 
Mstep: Class 9 contains 75305 members 
Mstep: Class 10 contains 17350 members 
Mstep: Class 11 contains 2422 members 
Mstep: Class 12 contains 23516 members 
Mstep: Class 13 contains 28089 members 
Mstep: Class 14 contains 6291 members 
Mstep: Class 15 contains 12148 members 
Mstep: Class 16 contains 6482 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 9128 members 
Mstep: Class 19 contains 14175 members 
Mstep: Class 20 contains 3238 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 2613 members 
Mstep: Class 23 contains 7912 members 
Mstep: Class 24 contains 46267 members 
Mstep: Class 25 contains 10710 members 
Mstep: Class 26 contains 10758 members 
Mstep: Class 27 contains 6908 members 
Mstep: Class 28 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48217304.000000 Penalty: 58714.269531
Iteration 58Q: 29 clusters Score -4.82173e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 70779 members 
Mstep: Class 4 contains 2244 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 6 contains 10181 members 
Mstep: Class 7 contains 4535 members 
Mstep: Class 8 contains 18883 members 
Mstep: Class 9 contains 75296 members 
Mstep: Class 10 contains 17356 members 
Mstep: Class 11 contains 2411 members 
Mstep: Class 12 contains 23584 members 
Mstep: Class 13 contains 28120 members 
Mstep: Class 14 contains 6295 members 
Mstep: Class 15 contains 12163 members 
Mstep: Class 16 contains 6475 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 9131 members 
Mstep: Class 19 contains 14182 members 
Mstep: Class 20 contains 3233 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 2626 members 
Mstep: Class 23 contains 7929 members 
Mstep: Class 24 contains 46144 members 
Mstep: Class 25 contains 10710 members 
Mstep: Class 26 contains 10828 members 
Mstep: Class 27 contains 6884 members 
Mstep: Class 28 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48217468.000000 Penalty: 58714.269531
Iteration 59Q: 29 clusters Score -4.821747e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 70664 members 
Mstep: Class 4 contains 2244 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 10181 members 
Mstep: Class 7 contains 4538 members 
Mstep: Class 8 contains 18939 members 
Mstep: Class 9 contains 75296 members 
Mstep: Class 10 contains 17364 members 
Mstep: Class 11 contains 2404 members 
Mstep: Class 12 contains 23662 members 
Mstep: Class 13 contains 28163 members 
Mstep: Class 14 contains 6300 members 
Mstep: Class 15 contains 12169 members 
Mstep: Class 16 contains 6459 members 
Mstep: Class 17 contains 1171 members 
Mstep: Class 18 contains 9135 members 
Mstep: Class 19 contains 14184 members 
Mstep: Class 20 contains 3227 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 2638 members 
Mstep: Class 23 contains 7955 members 
Mstep: Class 24 contains 46016 members 
Mstep: Class 25 contains 10715 members 
Mstep: Class 26 contains 10885 members 
Mstep: Class 27 contains 6863 members 
Mstep: Class 28 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48217676.000000 Penalty: 58714.269531
Iteration 60F: 29 clusters Score -4.821768e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1247 members 
Mstep: Class 3 contains 70582 members 
Mstep: Class 4 contains 2243 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 10180 members 
Mstep: Class 7 contains 4528 members 
Mstep: Class 8 contains 18995 members 
Mstep: Class 9 contains 75297 members 
Mstep: Class 10 contains 17367 members 
Mstep: Class 11 contains 2401 members 
Mstep: Class 12 contains 23726 members 
Mstep: Class 13 contains 28183 members 
Mstep: Class 14 contains 6156 members 
Mstep: Class 15 contains 12162 members 
Mstep: Class 16 contains 6439 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 18 contains 9138 members 
Mstep: Class 19 contains 14185 members 
Mstep: Class 20 contains 3223 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 2806 members 
Mstep: Class 23 contains 7977 members 
Mstep: Class 24 contains 45915 members 
Mstep: Class 25 contains 10714 members 
Mstep: Class 26 contains 10939 members 
Mstep: Class 27 contains 6845 members 
Mstep: Class 28 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48217844.000000 Penalty: 58714.269531
Iteration 61Q: 29 clusters Score -4.821784e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1255 members 
Mstep: Class 3 contains 70494 members 
Mstep: Class 4 contains 2243 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 10180 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 8 contains 19066 members 
Mstep: Class 9 contains 75290 members 
Mstep: Class 10 contains 17381 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 12 contains 23797 members 
Mstep: Class 13 contains 28212 members 
Mstep: Class 14 contains 5981 members 
Mstep: Class 15 contains 12158 members 
Mstep: Class 16 contains 6426 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 18 contains 9146 members 
Mstep: Class 19 contains 14192 members 
Mstep: Class 20 contains 3221 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 2975 members 
Mstep: Class 23 contains 7991 members 
Mstep: Class 24 contains 45775 members 
Mstep: Class 25 contains 10715 members 
Mstep: Class 26 contains 10994 members 
Mstep: Class 27 contains 6835 members 
Mstep: Class 28 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48218108.000000 Penalty: 58714.269531
Iteration 62Q: 29 clusters Score -4.821811e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1262 members 
Mstep: Class 3 contains 70398 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 3816 members 
Mstep: Class 6 contains 10180 members 
Mstep: Class 7 contains 4511 members 
Mstep: Class 8 contains 19132 members 
Mstep: Class 9 contains 75289 members 
Mstep: Class 10 contains 17393 members 
Mstep: Class 11 contains 2393 members 
Mstep: Class 12 contains 23852 members 
Mstep: Class 13 contains 28247 members 
Mstep: Class 14 contains 5794 members 
Mstep: Class 15 contains 12154 members 
Mstep: Class 16 contains 6416 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 18 contains 9152 members 
Mstep: Class 19 contains 14200 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 3040 members 
Mstep: Class 22 contains 3151 members 
Mstep: Class 23 contains 8006 members 
Mstep: Class 24 contains 45644 members 
Mstep: Class 25 contains 10718 members 
Mstep: Class 26 contains 11065 members 
Mstep: Class 27 contains 6822 members 
Mstep: Class 28 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48218040.000000 Penalty: 58714.269531
Iteration 63Q: 29 clusters Score -4.821804e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 70315 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 3814 members 
Mstep: Class 6 contains 10177 members 
Mstep: Class 7 contains 4507 members 
Mstep: Class 8 contains 19198 members 
Mstep: Class 9 contains 75289 members 
Mstep: Class 10 contains 17401 members 
Mstep: Class 11 contains 2383 members 
Mstep: Class 12 contains 23899 members 
Mstep: Class 13 contains 28273 members 
Mstep: Class 14 contains 5643 members 
Mstep: Class 15 contains 12167 members 
Mstep: Class 16 contains 6409 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 18 contains 9157 members 
Mstep: Class 19 contains 14205 members 
Mstep: Class 20 contains 3219 members 
Mstep: Class 21 contains 3039 members 
Mstep: Class 22 contains 3309 members 
Mstep: Class 23 contains 8023 members 
Mstep: Class 24 contains 45503 members 
Mstep: Class 25 contains 10722 members 
Mstep: Class 26 contains 11122 members 
Mstep: Class 27 contains 6811 members 
Mstep: Class 28 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48218168.000000 Penalty: 58714.269531
Iteration 64Q: 29 clusters Score -4.821817e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 70245 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 3807 members 
Mstep: Class 6 contains 10177 members 
Mstep: Class 7 contains 4499 members 
Mstep: Class 8 contains 19262 members 
Mstep: Class 9 contains 75291 members 
Mstep: Class 10 contains 17400 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 23941 members 
Mstep: Class 13 contains 28298 members 
Mstep: Class 14 contains 5515 members 
Mstep: Class 15 contains 12179 members 
Mstep: Class 16 contains 6401 members 
Mstep: Class 17 contains 1172 members 
Mstep: Class 18 contains 9155 members 
Mstep: Class 19 contains 14206 members 
Mstep: Class 20 contains 3215 members 
Mstep: Class 21 contains 3040 members 
Mstep: Class 22 contains 3440 members 
Mstep: Class 23 contains 8043 members 
Mstep: Class 24 contains 45388 members 
Mstep: Class 25 contains 10722 members 
Mstep: Class 26 contains 11181 members 
Mstep: Class 27 contains 6796 members 
Mstep: Class 28 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48218376.000000 Penalty: 58714.269531
Iteration 65Q: 29 clusters Score -4.821838e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 70189 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 3794 members 
Mstep: Class 6 contains 10176 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 8 contains 19324 members 
Mstep: Class 9 contains 75280 members 
Mstep: Class 10 contains 17399 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 23997 members 
Mstep: Class 13 contains 28320 members 
Mstep: Class 14 contains 5406 members 
Mstep: Class 15 contains 12198 members 
Mstep: Class 16 contains 6397 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 9156 members 
Mstep: Class 19 contains 14212 members 
Mstep: Class 20 contains 3212 members 
Mstep: Class 21 contains 3040 members 
Mstep: Class 22 contains 3557 members 
Mstep: Class 23 contains 8059 members 
Mstep: Class 24 contains 45258 members 
Mstep: Class 25 contains 10725 members 
Mstep: Class 26 contains 11221 members 
Mstep: Class 27 contains 6784 members 
Mstep: Class 28 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48218332.000000 Penalty: 58714.269531
Iteration 66Q: 29 clusters Score -4.821833e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1274 members 
Mstep: Class 3 contains 70136 members 
Mstep: Class 4 contains 2242 members 
Mstep: Class 5 contains 3792 members 
Mstep: Class 6 contains 10175 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 8 contains 19399 members 
Mstep: Class 9 contains 75286 members 
Mstep: Class 10 contains 17403 members 
Mstep: Class 11 contains 2368 members 
Mstep: Class 12 contains 24053 members 
Mstep: Class 13 contains 28337 members 
Mstep: Class 14 contains 5315 members 
Mstep: Class 15 contains 12217 members 
Mstep: Class 16 contains 6387 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 9155 members 
Mstep: Class 19 contains 14215 members 
Mstep: Class 20 contains 3209 members 
Mstep: Class 21 contains 3040 members 
Mstep: Class 22 contains 3660 members 
Mstep: Class 23 contains 8073 members 
Mstep: Class 24 contains 45104 members 
Mstep: Class 25 contains 10721 members 
Mstep: Class 26 contains 11258 members 
Mstep: Class 27 contains 6768 members 
Mstep: Class 28 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48218456.000000 Penalty: 58714.269531
Iteration 67Q: 29 clusters Score -4.821846e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1281 members 
Mstep: Class 3 contains 70063 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 3799 members 
Mstep: Class 6 contains 10176 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 8 contains 19477 members 
Mstep: Class 9 contains 75290 members 
Mstep: Class 10 contains 17407 members 
Mstep: Class 11 contains 2367 members 
Mstep: Class 12 contains 24124 members 
Mstep: Class 13 contains 28364 members 
Mstep: Class 14 contains 5225 members 
Mstep: Class 15 contains 12218 members 
Mstep: Class 16 contains 6376 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 9155 members 
Mstep: Class 19 contains 14221 members 
Mstep: Class 20 contains 3204 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 3758 members 
Mstep: Class 23 contains 8086 members 
Mstep: Class 24 contains 44947 members 
Mstep: Class 25 contains 10720 members 
Mstep: Class 26 contains 11293 members 
Mstep: Class 27 contains 6755 members 
Mstep: Class 28 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48218728.000000 Penalty: 58714.269531
Iteration 68Q: 29 clusters Score -4.821873e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 70001 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 10176 members 
Mstep: Class 7 contains 4510 members 
Mstep: Class 8 contains 19552 members 
Mstep: Class 9 contains 75285 members 
Mstep: Class 10 contains 17414 members 
Mstep: Class 11 contains 2366 members 
Mstep: Class 12 contains 24206 members 
Mstep: Class 13 contains 28390 members 
Mstep: Class 14 contains 5111 members 
Mstep: Class 15 contains 12221 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 9154 members 
Mstep: Class 19 contains 14229 members 
Mstep: Class 20 contains 3203 members 
Mstep: Class 21 contains 3039 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 8095 members 
Mstep: Class 24 contains 44786 members 
Mstep: Class 25 contains 10719 members 
Mstep: Class 26 contains 11319 members 
Mstep: Class 27 contains 6747 members 
Mstep: Class 28 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48218728.000000 Penalty: 58714.269531
Iteration 69Q: 29 clusters Score -4.821873e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 69944 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3809 members 
Mstep: Class 6 contains 10177 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 8 contains 19614 members 
Mstep: Class 9 contains 75283 members 
Mstep: Class 10 contains 17416 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 12 contains 24292 members 
Mstep: Class 13 contains 28414 members 
Mstep: Class 14 contains 5003 members 
Mstep: Class 15 contains 12226 members 
Mstep: Class 16 contains 6358 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 9153 members 
Mstep: Class 19 contains 14228 members 
Mstep: Class 20 contains 3200 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 3979 members 
Mstep: Class 23 contains 8109 members 
Mstep: Class 24 contains 44629 members 
Mstep: Class 25 contains 10719 members 
Mstep: Class 26 contains 11355 members 
Mstep: Class 27 contains 6739 members 
Mstep: Class 28 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48218824.000000 Penalty: 58714.269531
Iteration 70Q: 29 clusters Score -4.821882e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 69874 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3811 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 4510 members 
Mstep: Class 8 contains 19666 members 
Mstep: Class 9 contains 75289 members 
Mstep: Class 10 contains 17415 members 
Mstep: Class 11 contains 2357 members 
Mstep: Class 12 contains 24365 members 
Mstep: Class 13 contains 28429 members 
Mstep: Class 14 contains 4893 members 
Mstep: Class 15 contains 12239 members 
Mstep: Class 16 contains 6347 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 9153 members 
Mstep: Class 19 contains 14231 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 4093 members 
Mstep: Class 23 contains 8119 members 
Mstep: Class 24 contains 44513 members 
Mstep: Class 25 contains 10719 members 
Mstep: Class 26 contains 11392 members 
Mstep: Class 27 contains 6735 members 
Mstep: Class 28 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48218936.000000 Penalty: 58714.269531
Iteration 71Q: 29 clusters Score -4.821894e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 69807 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3807 members 
Mstep: Class 6 contains 10177 members 
Mstep: Class 7 contains 4503 members 
Mstep: Class 8 contains 19732 members 
Mstep: Class 9 contains 75304 members 
Mstep: Class 10 contains 17416 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 24434 members 
Mstep: Class 13 contains 28434 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 12238 members 
Mstep: Class 16 contains 6339 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 9153 members 
Mstep: Class 19 contains 14234 members 
Mstep: Class 20 contains 3198 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4225 members 
Mstep: Class 23 contains 8135 members 
Mstep: Class 24 contains 44386 members 
Mstep: Class 25 contains 10717 members 
Mstep: Class 26 contains 11442 members 
Mstep: Class 27 contains 6725 members 
Mstep: Class 28 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48219120.000000 Penalty: 58714.269531
Iteration 72Q: 29 clusters Score -4.821912e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 69730 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3799 members 
Mstep: Class 6 contains 10176 members 
Mstep: Class 7 contains 4490 members 
Mstep: Class 8 contains 19797 members 
Mstep: Class 9 contains 75310 members 
Mstep: Class 10 contains 17412 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 24488 members 
Mstep: Class 13 contains 28438 members 
Mstep: Class 14 contains 4643 members 
Mstep: Class 15 contains 12239 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 9154 members 
Mstep: Class 19 contains 14241 members 
Mstep: Class 20 contains 3196 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4367 members 
Mstep: Class 23 contains 8148 members 
Mstep: Class 24 contains 44291 members 
Mstep: Class 25 contains 10718 members 
Mstep: Class 26 contains 11499 members 
Mstep: Class 27 contains 6711 members 
Mstep: Class 28 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48219340.000000 Penalty: 58714.269531
Iteration 73Q: 29 clusters Score -4.821934e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 69677 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 10176 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 19857 members 
Mstep: Class 9 contains 75309 members 
Mstep: Class 10 contains 17405 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 24531 members 
Mstep: Class 13 contains 28443 members 
Mstep: Class 14 contains 4530 members 
Mstep: Class 15 contains 12240 members 
Mstep: Class 16 contains 6330 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 9155 members 
Mstep: Class 19 contains 14250 members 
Mstep: Class 20 contains 3194 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4508 members 
Mstep: Class 23 contains 8159 members 
Mstep: Class 24 contains 44193 members 
Mstep: Class 25 contains 10718 members 
Mstep: Class 26 contains 11540 members 
Mstep: Class 27 contains 6703 members 
Mstep: Class 28 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48219576.000000 Penalty: 58714.269531
Iteration 74Q: 29 clusters Score -4.821958e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 69593 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 10176 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 8 contains 19912 members 
Mstep: Class 9 contains 75319 members 
Mstep: Class 10 contains 17401 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 24588 members 
Mstep: Class 13 contains 28460 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 12247 members 
Mstep: Class 16 contains 6331 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 9156 members 
Mstep: Class 19 contains 14264 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4633 members 
Mstep: Class 23 contains 8169 members 
Mstep: Class 24 contains 44085 members 
Mstep: Class 25 contains 10720 members 
Mstep: Class 26 contains 11589 members 
Mstep: Class 27 contains 6693 members 
Mstep: Class 28 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48219672.000000 Penalty: 58714.269531
Iteration 75Q: 29 clusters Score -4.821967e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 69508 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3770 members 
Mstep: Class 6 contains 10177 members 
Mstep: Class 7 contains 4476 members 
Mstep: Class 8 contains 19962 members 
Mstep: Class 9 contains 75325 members 
Mstep: Class 10 contains 17398 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 24628 members 
Mstep: Class 13 contains 28464 members 
Mstep: Class 14 contains 4306 members 
Mstep: Class 15 contains 12249 members 
Mstep: Class 16 contains 6334 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 9156 members 
Mstep: Class 19 contains 14280 members 
Mstep: Class 20 contains 3192 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4728 members 
Mstep: Class 23 contains 8181 members 
Mstep: Class 24 contains 43998 members 
Mstep: Class 25 contains 10720 members 
Mstep: Class 26 contains 11657 members 
Mstep: Class 27 contains 6682 members 
Mstep: Class 28 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48219780.000000 Penalty: 58714.269531
Iteration 76Q: 29 clusters Score -4.821978e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 69410 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 4474 members 
Mstep: Class 8 contains 20020 members 
Mstep: Class 9 contains 75323 members 
Mstep: Class 10 contains 17392 members 
Mstep: Class 11 contains 2329 members 
Mstep: Class 12 contains 24680 members 
Mstep: Class 13 contains 28469 members 
Mstep: Class 14 contains 4249 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 6333 members 
Mstep: Class 17 contains 1174 members 
Mstep: Class 18 contains 9155 members 
Mstep: Class 19 contains 14280 members 
Mstep: Class 20 contains 3191 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4812 members 
Mstep: Class 23 contains 8196 members 
Mstep: Class 24 contains 43905 members 
Mstep: Class 25 contains 10717 members 
Mstep: Class 26 contains 11717 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48219892.000000 Penalty: 58714.269531
Iteration 77Q: 29 clusters Score -4.821989e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 69340 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 20084 members 
Mstep: Class 9 contains 75321 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 2322 members 
Mstep: Class 12 contains 24717 members 
Mstep: Class 13 contains 28476 members 
Mstep: Class 14 contains 4202 members 
Mstep: Class 15 contains 12264 members 
Mstep: Class 16 contains 6329 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 9154 members 
Mstep: Class 19 contains 14278 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4885 members 
Mstep: Class 23 contains 8210 members 
Mstep: Class 24 contains 43811 members 
Mstep: Class 25 contains 10719 members 
Mstep: Class 26 contains 11763 members 
Mstep: Class 27 contains 6660 members 
Mstep: Class 28 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48219988.000000 Penalty: 58714.269531
Iteration 78Q: 29 clusters Score -4.821999e+07 nChanged 407
Entering ConstructFrom: 
Score: -48219988.000000 Penalty: 58714.269531
Entering ConstructFrom: 
Trying to split cluster 1 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -137530.203125 Penalty: 1151.594971
	Iteration 0F: 2 clusters Score -137530.2 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 572 members 
Entering Unmasked Estep 
Score: -136033.359375 Penalty: 2303.189941
	Iteration 0F: 3 clusters Score -136033.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -136328.250000 Penalty: 2303.189941
	Iteration 1F: 3 clusters Score -136328.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -136403.187500 Penalty: 2303.189941
	Iteration 2F: 3 clusters Score -136403.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -136441.218750 Penalty: 2303.189941
	Iteration 3Q: 3 clusters Score -136441.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -136488.375000 Penalty: 2303.189941
	Iteration 4Q: 3 clusters Score -136488.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -136536.218750 Penalty: 2303.189941
	Iteration 5Q: 3 clusters Score -136536.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -136582.625000 Penalty: 2303.189941
	Iteration 6Q: 3 clusters Score -136582.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136612.578125 Penalty: 2303.189941
	Iteration 7Q: 3 clusters Score -136612.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -136632.703125 Penalty: 2303.189941
	Iteration 8Q: 3 clusters Score -136632.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136644.703125 Penalty: 2303.189941
	Iteration 9Q: 3 clusters Score -136644.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -136657.984375 Penalty: 2303.189941
	Iteration 10Q: 3 clusters Score -136658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -136673.828125 Penalty: 2303.189941
	Iteration 11Q: 3 clusters Score -136673.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -136697.343750 Penalty: 2303.189941
	Iteration 12Q: 3 clusters Score -136697.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -136723.984375 Penalty: 2303.189941
	Iteration 13Q: 3 clusters Score -136724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -136752.656250 Penalty: 2303.189941
	Iteration 14Q: 3 clusters Score -136752.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -136771.687500 Penalty: 2303.189941
	Iteration 15Q: 3 clusters Score -136771.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -136785.890625 Penalty: 2303.189941
	Iteration 16Q: 3 clusters Score -136785.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -136802.781250 Penalty: 2303.189941
	Iteration 17Q: 3 clusters Score -136802.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -136814.281250 Penalty: 2303.189941
	Iteration 18Q: 3 clusters Score -136814.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -136826.421875 Penalty: 2303.189941
	Iteration 19Q: 3 clusters Score -136826.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -136836.296875 Penalty: 2303.189941
	Iteration 20F: 3 clusters Score -136836.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -136853.468750 Penalty: 2303.189941
	Iteration 21Q: 3 clusters Score -136853.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -136873.531250 Penalty: 2303.189941
	Iteration 22Q: 3 clusters Score -136873.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -136878.031250 Penalty: 2303.189941
	Iteration 23Q: 3 clusters Score -136878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -136878.593750 Penalty: 2303.189941
	Iteration 24Q: 3 clusters Score -136878.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -136881.015625 Penalty: 2303.189941
	Iteration 25Q: 3 clusters Score -136881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -136881.687500 Penalty: 2303.189941
	Iteration 26Q: 3 clusters Score -136881.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -136882.812500 Penalty: 2303.189941
	Iteration 27Q: 3 clusters Score -136882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -136885.250000 Penalty: 2303.189941
	Iteration 28Q: 3 clusters Score -136885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -136886.078125 Penalty: 2303.189941
	Iteration 29Q: 3 clusters Score -136886.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -136888.796875 Penalty: 2303.189941
	Iteration 30Q: 3 clusters Score -136888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -136891.046875 Penalty: 2303.189941
	Iteration 31Q: 3 clusters Score -136891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -136891.625000 Penalty: 2303.189941
	Iteration 32Q: 3 clusters Score -136891.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -136891.625000 Penalty: 2303.189941
	Iteration 33F: 3 clusters Score -136891.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Entering Unmasked Estep 
Score: -151005.000000 Penalty: 1163.637451
	Iteration 0F: 2 clusters Score -151005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -149384.765625 Penalty: 2327.274902
	Iteration 0F: 3 clusters Score -149384.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -149675.125000 Penalty: 2327.274902
	Iteration 1F: 3 clusters Score -149675.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -149752.421875 Penalty: 2327.274902
	Iteration 2F: 3 clusters Score -149752.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -149809.859375 Penalty: 2327.274902
	Iteration 3Q: 3 clusters Score -149809.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -149833.609375 Penalty: 2327.274902
	Iteration 4Q: 3 clusters Score -149833.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -149859.671875 Penalty: 2327.274902
	Iteration 5Q: 3 clusters Score -149859.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -149890.000000 Penalty: 2327.274902
	Iteration 6Q: 3 clusters Score -149890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -149915.953125 Penalty: 2327.274902
	Iteration 7Q: 3 clusters Score -149916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -149937.718750 Penalty: 2327.274902
	Iteration 8Q: 3 clusters Score -149937.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -149960.156250 Penalty: 2327.274902
	Iteration 9Q: 3 clusters Score -149960.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -149977.437500 Penalty: 2327.274902
	Iteration 10Q: 3 clusters Score -149977.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -149998.703125 Penalty: 2327.274902
	Iteration 11Q: 3 clusters Score -149998.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -150012.046875 Penalty: 2327.274902
	Iteration 12Q: 3 clusters Score -150012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -150019.515625 Penalty: 2327.274902
	Iteration 13Q: 3 clusters Score -150019.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -150031.218750 Penalty: 2327.274902
	Iteration 14Q: 3 clusters Score -150031.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -150042.343750 Penalty: 2327.274902
	Iteration 15Q: 3 clusters Score -150042.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -150053.859375 Penalty: 2327.274902
	Iteration 16Q: 3 clusters Score -150053.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -150055.328125 Penalty: 2327.274902
	Iteration 17Q: 3 clusters Score -150055.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -150056.062500 Penalty: 2327.274902
	Iteration 18Q: 3 clusters Score -150056.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -150056.812500 Penalty: 2327.274902
	Iteration 19Q: 3 clusters Score -150056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -150057.468750 Penalty: 2327.274902
	Iteration 20F: 3 clusters Score -150057.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -150059.531250 Penalty: 2327.274902
	Iteration 21Q: 3 clusters Score -150059.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -150062.156250 Penalty: 2327.274902
	Iteration 22Q: 3 clusters Score -150062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -150067.593750 Penalty: 2327.274902
	Iteration 23Q: 3 clusters Score -150067.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -150072.265625 Penalty: 2327.274902
	Iteration 24Q: 3 clusters Score -150072.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -150075.890625 Penalty: 2327.274902
	Iteration 25Q: 3 clusters Score -150075.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -150078.515625 Penalty: 2327.274902
	Iteration 26Q: 3 clusters Score -150078.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -150082.437500 Penalty: 2327.274902
	Iteration 27Q: 3 clusters Score -150082.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -150086.984375 Penalty: 2327.274902
	Iteration 28Q: 3 clusters Score -150087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -150092.609375 Penalty: 2327.274902
	Iteration 29Q: 3 clusters Score -150092.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -150097.312500 Penalty: 2327.274902
	Iteration 30Q: 3 clusters Score -150097.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -150103.281250 Penalty: 2327.274902
	Iteration 31Q: 3 clusters Score -150103.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -150106.421875 Penalty: 2327.274902
	Iteration 32Q: 3 clusters Score -150106.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -150112.875000 Penalty: 2327.274902
	Iteration 33Q: 3 clusters Score -150112.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -150116.437500 Penalty: 2327.274902
	Iteration 34Q: 3 clusters Score -150116.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -150118.281250 Penalty: 2327.274902
	Iteration 35Q: 3 clusters Score -150118.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -150123.328125 Penalty: 2327.274902
	Iteration 36Q: 3 clusters Score -150123.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -150126.312500 Penalty: 2327.274902
	Iteration 37Q: 3 clusters Score -150126.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -150130.046875 Penalty: 2327.274902
	Iteration 38Q: 3 clusters Score -150130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -150136.734375 Penalty: 2327.274902
	Iteration 39Q: 3 clusters Score -150136.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -150145.609375 Penalty: 2327.274902
	Iteration 40F: 3 clusters Score -150145.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -150154.187500 Penalty: 2327.274902
	Iteration 41Q: 3 clusters Score -150154.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -150162.625000 Penalty: 2327.274902
	Iteration 42Q: 3 clusters Score -150162.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -150166.984375 Penalty: 2327.274902
	Iteration 43Q: 3 clusters Score -150167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -150169.203125 Penalty: 2327.274902
	Iteration 44Q: 3 clusters Score -150169.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -150170.734375 Penalty: 2327.274902
	Iteration 45Q: 3 clusters Score -150170.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -150172.562500 Penalty: 2327.274902
	Iteration 46Q: 3 clusters Score -150172.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -150175.750000 Penalty: 2327.274902
	Iteration 47Q: 3 clusters Score -150175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -150177.218750 Penalty: 2327.274902
	Iteration 48Q: 3 clusters Score -150177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -150178.234375 Penalty: 2327.274902
	Iteration 49Q: 3 clusters Score -150178.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -150180.343750 Penalty: 2327.274902
	Iteration 50Q: 3 clusters Score -150180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -150182.312500 Penalty: 2327.274902
	Iteration 51Q: 3 clusters Score -150182.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -150186.625000 Penalty: 2327.274902
	Iteration 52Q: 3 clusters Score -150186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -150187.781250 Penalty: 2327.274902
	Iteration 53Q: 3 clusters Score -150187.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -150188.984375 Penalty: 2327.274902
	Iteration 54Q: 3 clusters Score -150189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -150188.984375 Penalty: 2327.274902
	Iteration 55F: 3 clusters Score -150189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (69260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Entering Unmasked Estep 
Score: -8536607.000000 Penalty: 1811.163818
	Iteration 0F: 2 clusters Score -8536607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -8490853.000000 Penalty: 3622.327637
	Iteration 0F: 3 clusters Score -8490853 nChanged 32843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -8510234.000000 Penalty: 3622.327637
	Iteration 1F: 3 clusters Score -8510234 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -8511269.000000 Penalty: 3622.327637
	Iteration 2Q: 3 clusters Score -8511269 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -8512733.000000 Penalty: 3622.327637
	Iteration 3Q: 3 clusters Score -8512733 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37780 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -8514637.000000 Penalty: 3622.327637
	Iteration 4F: 3 clusters Score -8514637 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -8516947.000000 Penalty: 3622.327637
	Iteration 5F: 3 clusters Score -8516947 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -8519783.000000 Penalty: 3622.327637
	Iteration 6F: 3 clusters Score -8519783 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -8522634.000000 Penalty: 3622.327637
	Iteration 7F: 3 clusters Score -8522634 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -8525017.000000 Penalty: 3622.327637
	Iteration 8F: 3 clusters Score -8525017 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 28923 members 
Entering Unmasked Estep 
Score: -8526446.000000 Penalty: 3622.327637
	Iteration 9Q: 3 clusters Score -8526446 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -8527155.000000 Penalty: 3622.327637
	Iteration 10Q: 3 clusters Score -8527155 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -8527505.000000 Penalty: 3622.327637
	Iteration 11Q: 3 clusters Score -8527505 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -8527763.000000 Penalty: 3622.327637
	Iteration 12Q: 3 clusters Score -8527763 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -8527967.000000 Penalty: 3622.327637
	Iteration 13Q: 3 clusters Score -8527967 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -8528197.000000 Penalty: 3622.327637
	Iteration 14Q: 3 clusters Score -8528197 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 31133 members 
Entering Unmasked Estep 
Score: -8528408.000000 Penalty: 3622.327637
	Iteration 15Q: 3 clusters Score -8528408 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -8528572.000000 Penalty: 3622.327637
	Iteration 16Q: 3 clusters Score -8528572 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 32369 members 
Entering Unmasked Estep 
Score: -8528808.000000 Penalty: 3622.327637
	Iteration 17Q: 3 clusters Score -8528808 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -8529027.000000 Penalty: 3622.327637
	Iteration 18Q: 3 clusters Score -8529027 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -8529208.000000 Penalty: 3622.327637
	Iteration 19Q: 3 clusters Score -8529208 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -8529394.000000 Penalty: 3622.327637
	Iteration 20F: 3 clusters Score -8529394 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -8529586.000000 Penalty: 3622.327637
	Iteration 21Q: 3 clusters Score -8529586 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -8529842.000000 Penalty: 3622.327637
	Iteration 22Q: 3 clusters Score -8529842 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -8530038.000000 Penalty: 3622.327637
	Iteration 23Q: 3 clusters Score -8530038 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -8530248.000000 Penalty: 3622.327637
	Iteration 24Q: 3 clusters Score -8530248 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -8530480.000000 Penalty: 3622.327637
	Iteration 25Q: 3 clusters Score -8530480 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -8530618.000000 Penalty: 3622.327637
	Iteration 26Q: 3 clusters Score -8530618 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -8530826.000000 Penalty: 3622.327637
	Iteration 27Q: 3 clusters Score -8530826 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -8530971.000000 Penalty: 3622.327637
	Iteration 28Q: 3 clusters Score -8530971 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -8531134.000000 Penalty: 3622.327637
	Iteration 29Q: 3 clusters Score -8531134 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -8531283.000000 Penalty: 3622.327637
	Iteration 30Q: 3 clusters Score -8531283 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -8531413.000000 Penalty: 3622.327637
	Iteration 31Q: 3 clusters Score -8531413 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -8531511.000000 Penalty: 3622.327637
	Iteration 32Q: 3 clusters Score -8531511 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -8531630.000000 Penalty: 3622.327637
	Iteration 33Q: 3 clusters Score -8531630 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -8531720.000000 Penalty: 3622.327637
	Iteration 34Q: 3 clusters Score -8531720 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -8531836.000000 Penalty: 3622.327637
	Iteration 35Q: 3 clusters Score -8531836 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -8531887.000000 Penalty: 3622.327637
	Iteration 36Q: 3 clusters Score -8531887 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -8531998.000000 Penalty: 3622.327637
	Iteration 37Q: 3 clusters Score -8531998 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -8532087.000000 Penalty: 3622.327637
	Iteration 38Q: 3 clusters Score -8532087 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -8532115.000000 Penalty: 3622.327637
	Iteration 39Q: 3 clusters Score -8532115 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -8532207.000000 Penalty: 3622.327637
	Iteration 40F: 3 clusters Score -8532207 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 47432 members 
Entering Unmasked Estep 
Score: -8532293.000000 Penalty: 3622.327637
	Iteration 41Q: 3 clusters Score -8532293 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -8532430.000000 Penalty: 3622.327637
	Iteration 42Q: 3 clusters Score -8532430 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -8532537.000000 Penalty: 3622.327637
	Iteration 43Q: 3 clusters Score -8532537 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -8532661.000000 Penalty: 3622.327637
	Iteration 44Q: 3 clusters Score -8532661 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 49387 members 
Entering Unmasked Estep 
Score: -8532843.000000 Penalty: 3622.327637
	Iteration 45Q: 3 clusters Score -8532843 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -8532923.000000 Penalty: 3622.327637
	Iteration 46Q: 3 clusters Score -8532923 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -8533079.000000 Penalty: 3622.327637
	Iteration 47Q: 3 clusters Score -8533079 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -8533177.000000 Penalty: 3622.327637
	Iteration 48Q: 3 clusters Score -8533177 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -8533277.000000 Penalty: 3622.327637
	Iteration 49Q: 3 clusters Score -8533277 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -8533384.000000 Penalty: 3622.327637
	Iteration 50Q: 3 clusters Score -8533384 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -8533467.000000 Penalty: 3622.327637
	Iteration 51Q: 3 clusters Score -8533467 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -8533590.000000 Penalty: 3622.327637
	Iteration 52Q: 3 clusters Score -8533590 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -8533694.000000 Penalty: 3622.327637
	Iteration 53Q: 3 clusters Score -8533694 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -8533770.000000 Penalty: 3622.327637
	Iteration 54Q: 3 clusters Score -8533770 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -8533889.000000 Penalty: 3622.327637
	Iteration 55Q: 3 clusters Score -8533889 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -8533979.000000 Penalty: 3622.327637
	Iteration 56Q: 3 clusters Score -8533979 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -8534068.000000 Penalty: 3622.327637
	Iteration 57Q: 3 clusters Score -8534068 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -8534127.000000 Penalty: 3622.327637
	Iteration 58Q: 3 clusters Score -8534127 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -8534233.000000 Penalty: 3622.327637
	Iteration 59Q: 3 clusters Score -8534233 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -8534336.000000 Penalty: 3622.327637
	Iteration 60F: 3 clusters Score -8534336 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -8534434.000000 Penalty: 3622.327637
	Iteration 61Q: 3 clusters Score -8534434 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 55940 members 
Entering Unmasked Estep 
Score: -8534498.000000 Penalty: 3622.327637
	Iteration 62Q: 3 clusters Score -8534498 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -8534602.000000 Penalty: 3622.327637
	Iteration 63Q: 3 clusters Score -8534602 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 56520 members 
Entering Unmasked Estep 
Score: -8534665.000000 Penalty: 3622.327637
	Iteration 64Q: 3 clusters Score -8534665 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -8534695.000000 Penalty: 3622.327637
	Iteration 65Q: 3 clusters Score -8534695 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -8534708.000000 Penalty: 3622.327637
	Iteration 66Q: 3 clusters Score -8534708 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -8534782.000000 Penalty: 3622.327637
	Iteration 67Q: 3 clusters Score -8534782 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 57452 members 
Entering Unmasked Estep 
Score: -8534843.000000 Penalty: 3622.327637
	Iteration 68Q: 3 clusters Score -8534843 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -8534880.000000 Penalty: 3622.327637
	Iteration 69Q: 3 clusters Score -8534880 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -8534881.000000 Penalty: 3622.327637
	Iteration 70Q: 3 clusters Score -8534881 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 57898 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8534890 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 58027 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8534936 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 58147 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8534943 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 58269 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8534984 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 58409 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8535030 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8535069 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 58697 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8535094 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 58823 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8535133 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 58916 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8535153 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -8535156.000000 Penalty: 3622.327637
	Iteration 80F: 3 clusters Score -8535156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -8535167.000000 Penalty: 3622.327637
	Iteration 81Q: 3 clusters Score -8535167 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8535187 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 59282 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8535204 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 59375 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8535218 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8535230 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 59567 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8535260 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 59650 members 
Entering Unmasked Estep 
Score: -8535272.000000 Penalty: 3622.327637
	Iteration 87Q: 3 clusters Score -8535272 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 59729 members 
Entering Unmasked Estep 
Score: -8535279.000000 Penalty: 3622.327637
	Iteration 88Q: 3 clusters Score -8535279 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 59799 members 
Entering Unmasked Estep 
Score: -8535304.000000 Penalty: 3622.327637
	Iteration 89Q: 3 clusters Score -8535304 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -8535305.000000 Penalty: 3622.327637
	Iteration 90Q: 3 clusters Score -8535305 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 59924 members 
Entering Unmasked Estep 
Score: -8535317.000000 Penalty: 3622.327637
	Iteration 91Q: 3 clusters Score -8535317 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -8535339.000000 Penalty: 3622.327637
	Iteration 92Q: 3 clusters Score -8535339 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 60027 members 
Entering Unmasked Estep 
Score: -8535351.000000 Penalty: 3622.327637
	Iteration 93Q: 3 clusters Score -8535351 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 60074 members 
Entering Unmasked Estep 
Score: -8535353.000000 Penalty: 3622.327637
	Iteration 94Q: 3 clusters Score -8535353 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 60109 members 
Entering Unmasked Estep 
Score: -8535359.000000 Penalty: 3622.327637
	Iteration 95Q: 3 clusters Score -8535359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -8535355.000000 Penalty: 3622.327637
	Iteration 96Q: 3 clusters Score -8535355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 60166 members 
Entering Unmasked Estep 
Score: -8535366.000000 Penalty: 3622.327637
	Iteration 97Q: 3 clusters Score -8535366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -8535362.000000 Penalty: 3622.327637
	Iteration 98Q: 3 clusters Score -8535362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -8535372.000000 Penalty: 3622.327637
	Iteration 99Q: 3 clusters Score -8535372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -8535361.000000 Penalty: 3622.327637
	Iteration 100F: 3 clusters Score -8535361 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 60285 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8535364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8535363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 60332 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8535371 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 60361 members 
Entering Unmasked Estep 
Score: -8535377.000000 Penalty: 3622.327637
	Iteration 104Q: 3 clusters Score -8535377 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 60394 members 
Entering Unmasked Estep 
Score: -8535389.000000 Penalty: 3622.327637
	Iteration 105Q: 3 clusters Score -8535389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -8535397.000000 Penalty: 3622.327637
	Iteration 106Q: 3 clusters Score -8535397 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -8535388.000000 Penalty: 3622.327637
	Iteration 107Q: 3 clusters Score -8535388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 60500 members 
Entering Unmasked Estep 
Score: -8535402.000000 Penalty: 3622.327637
	Iteration 108Q: 3 clusters Score -8535402 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -8535396.000000 Penalty: 3622.327637
	Iteration 109Q: 3 clusters Score -8535396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -8535406.000000 Penalty: 3622.327637
	Iteration 110Q: 3 clusters Score -8535406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 60598 members 
Entering Unmasked Estep 
Score: -8535419.000000 Penalty: 3622.327637
	Iteration 111Q: 3 clusters Score -8535419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 60635 members 
Entering Unmasked Estep 
Score: -8535440.000000 Penalty: 3622.327637
	Iteration 112Q: 3 clusters Score -8535440 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 60679 members 
Entering Unmasked Estep 
Score: -8535429.000000 Penalty: 3622.327637
	Iteration 113Q: 3 clusters Score -8535429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -8535436.000000 Penalty: 3622.327637
	Iteration 114Q: 3 clusters Score -8535436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 60752 members 
Entering Unmasked Estep 
Score: -8535449.000000 Penalty: 3622.327637
	Iteration 115Q: 3 clusters Score -8535449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -8535445.000000 Penalty: 3622.327637
	Iteration 116Q: 3 clusters Score -8535445 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 60812 members 
Entering Unmasked Estep 
Score: -8535444.000000 Penalty: 3622.327637
	Iteration 117Q: 3 clusters Score -8535444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 60837 members 
Entering Unmasked Estep 
Score: -8535434.000000 Penalty: 3622.327637
	Iteration 118Q: 3 clusters Score -8535434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 60864 members 
Entering Unmasked Estep 
Score: -8535443.000000 Penalty: 3622.327637
	Iteration 119Q: 3 clusters Score -8535443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8535449 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8535441 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -8535452.000000 Penalty: 3622.327637
	Iteration 122Q: 3 clusters Score -8535452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8535458 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8535460 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -8535467.000000 Penalty: 3622.327637
	Iteration 125Q: 3 clusters Score -8535467 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 61017 members 
Entering Unmasked Estep 
Score: -8535465.000000 Penalty: 3622.327637
	Iteration 126Q: 3 clusters Score -8535465 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 61052 members 
Entering Unmasked Estep 
Score: -8535478.000000 Penalty: 3622.327637
	Iteration 127Q: 3 clusters Score -8535478 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8535479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -8535475.000000 Penalty: 3622.327637
	Iteration 129Q: 3 clusters Score -8535475 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8535472 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -8535471.000000 Penalty: 3622.327637
	Iteration 131Q: 3 clusters Score -8535471 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -8535483.000000 Penalty: 3622.327637
	Iteration 132Q: 3 clusters Score -8535483 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -8535485.000000 Penalty: 3622.327637
	Iteration 133Q: 3 clusters Score -8535485 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -8535491.000000 Penalty: 3622.327637
	Iteration 134Q: 3 clusters Score -8535491 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 61314 members 
Entering Unmasked Estep 
Score: -8535505.000000 Penalty: 3622.327637
	Iteration 135Q: 3 clusters Score -8535505 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7928 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8535504 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -8535497.000000 Penalty: 3622.327637
	Iteration 137Q: 3 clusters Score -8535497 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -8535499.000000 Penalty: 3622.327637
	Iteration 138Q: 3 clusters Score -8535499 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7866 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8535496 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8535499 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8535497 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 61466 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8535504 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7773 members 
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Entering Unmasked Estep 
Score: -8535517.000000 Penalty: 3622.327637
	Iteration 143Q: 3 clusters Score -8535517 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 61503 members 
Entering Unmasked Estep 
Score: -8535522.000000 Penalty: 3622.327637
	Iteration 144Q: 3 clusters Score -8535522 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7738 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8535525 nChanged 20
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Mstep: Class 1 contains 7720 members 
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Entering Unmasked Estep 
Score: -8535532.000000 Penalty: 3622.327637
	Iteration 146Q: 3 clusters Score -8535532 nChanged 25
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Mstep: Class 1 contains 7695 members 
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Entering Unmasked Estep 
Score: -8535533.000000 Penalty: 3622.327637
	Iteration 147Q: 3 clusters Score -8535533 nChanged 36
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Entering Unmasked Estep 
Score: -8535542.000000 Penalty: 3622.327637
	Iteration 148Q: 3 clusters Score -8535542 nChanged 44
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8535562 nChanged 38
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8535575 nChanged 32
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Entering Unmasked Estep 
Score: -8535580.000000 Penalty: 3622.327637
	Iteration 151Q: 3 clusters Score -8535580 nChanged 30
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8535578 nChanged 32
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Entering Unmasked Estep 
Score: -8535583.000000 Penalty: 3622.327637
	Iteration 153Q: 3 clusters Score -8535583 nChanged 26
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	Iteration 154Q: 3 clusters Score -8535583 nChanged 28
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8535602 nChanged 31
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Entering Unmasked Estep 
Score: -8535615.000000 Penalty: 3622.327637
	Iteration 156Q: 3 clusters Score -8535615 nChanged 25
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8535615 nChanged 23
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Mstep: Class 1 contains 7368 members 
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Entering Unmasked Estep 
Score: -8535625.000000 Penalty: 3622.327637
	Iteration 158Q: 3 clusters Score -8535625 nChanged 18
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Mstep: Class 1 contains 7350 members 
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Entering Unmasked Estep 
Score: -8535633.000000 Penalty: 3622.327637
	Iteration 159Q: 3 clusters Score -8535633 nChanged 23
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Mstep: Class 1 contains 7331 members 
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Entering Unmasked Estep 
Score: -8535627.000000 Penalty: 3622.327637
	Iteration 160F: 3 clusters Score -8535627 nChanged 28
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Mstep: Class 1 contains 7307 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8535631 nChanged 23
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8535631 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8535644.000000 Penalty: 3622.327637
	Iteration 163Q: 3 clusters Score -8535644 nChanged 25
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8535643 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 62025 members 
Entering Unmasked Estep 
Score: -8535642.000000 Penalty: 3622.327637
	Iteration 165Q: 3 clusters Score -8535642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 62040 members 
Entering Unmasked Estep 
Score: -8535648.000000 Penalty: 3622.327637
	Iteration 166Q: 3 clusters Score -8535648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 62063 members 
Entering Unmasked Estep 
Score: -8535643.000000 Penalty: 3622.327637
	Iteration 167Q: 3 clusters Score -8535643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 62084 members 
Entering Unmasked Estep 
Score: -8535652.000000 Penalty: 3622.327637
	Iteration 168Q: 3 clusters Score -8535652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -8535658.000000 Penalty: 3622.327637
	Iteration 169Q: 3 clusters Score -8535658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 62122 members 
Entering Unmasked Estep 
Score: -8535649.000000 Penalty: 3622.327637
	Iteration 170Q: 3 clusters Score -8535649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -8535656.000000 Penalty: 3622.327637
	Iteration 171Q: 3 clusters Score -8535656 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 62156 members 
Entering Unmasked Estep 
Score: -8535652.000000 Penalty: 3622.327637
	Iteration 172Q: 3 clusters Score -8535652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 62186 members 
Entering Unmasked Estep 
Score: -8535653.000000 Penalty: 3622.327637
	Iteration 173Q: 3 clusters Score -8535653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 62220 members 
Entering Unmasked Estep 
Score: -8535655.000000 Penalty: 3622.327637
	Iteration 174Q: 3 clusters Score -8535655 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 62261 members 
Entering Unmasked Estep 
Score: -8535657.000000 Penalty: 3622.327637
	Iteration 175Q: 3 clusters Score -8535657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -8535670.000000 Penalty: 3622.327637
	Iteration 176Q: 3 clusters Score -8535670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 62352 members 
Entering Unmasked Estep 
Score: -8535651.000000 Penalty: 3622.327637
	Iteration 177Q: 3 clusters Score -8535651 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 62402 members 
Entering Unmasked Estep 
Score: -8535676.000000 Penalty: 3622.327637
	Iteration 178Q: 3 clusters Score -8535676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 62447 members 
Entering Unmasked Estep 
Score: -8535689.000000 Penalty: 3622.327637
	Iteration 179Q: 3 clusters Score -8535689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 62482 members 
Entering Unmasked Estep 
Score: -8535689.000000 Penalty: 3622.327637
	Iteration 180F: 3 clusters Score -8535689 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 62522 members 
Entering Unmasked Estep 
Score: -8535708.000000 Penalty: 3622.327637
	Iteration 181Q: 3 clusters Score -8535708 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 62559 members 
Entering Unmasked Estep 
Score: -8535705.000000 Penalty: 3622.327637
	Iteration 182Q: 3 clusters Score -8535705 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 62598 members 
Entering Unmasked Estep 
Score: -8535697.000000 Penalty: 3622.327637
	Iteration 183Q: 3 clusters Score -8535697 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 62631 members 
Entering Unmasked Estep 
Score: -8535707.000000 Penalty: 3622.327637
	Iteration 184Q: 3 clusters Score -8535707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -8535715.000000 Penalty: 3622.327637
	Iteration 185Q: 3 clusters Score -8535715 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -8535716.000000 Penalty: 3622.327637
	Iteration 186Q: 3 clusters Score -8535716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -8535711.000000 Penalty: 3622.327637
	Iteration 187Q: 3 clusters Score -8535711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -8535723.000000 Penalty: 3622.327637
	Iteration 188Q: 3 clusters Score -8535723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 62732 members 
Entering Unmasked Estep 
Score: -8535715.000000 Penalty: 3622.327637
	Iteration 189Q: 3 clusters Score -8535715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 62746 members 
Entering Unmasked Estep 
Score: -8535711.000000 Penalty: 3622.327637
	Iteration 190Q: 3 clusters Score -8535711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -8535709.000000 Penalty: 3622.327637
	Iteration 191Q: 3 clusters Score -8535709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 62767 members 
Entering Unmasked Estep 
Score: -8535709.000000 Penalty: 3622.327637
	Iteration 192Q: 3 clusters Score -8535709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -8535706.000000 Penalty: 3622.327637
	Iteration 193Q: 3 clusters Score -8535706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 62782 members 
Entering Unmasked Estep 
Score: -8535709.000000 Penalty: 3622.327637
	Iteration 194Q: 3 clusters Score -8535709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 62790 members 
Entering Unmasked Estep 
Score: -8535703.000000 Penalty: 3622.327637
	Iteration 195Q: 3 clusters Score -8535703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -8535703.000000 Penalty: 3622.327637
	Iteration 196Q: 3 clusters Score -8535703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 62809 members 
Entering Unmasked Estep 
Score: -8535703.000000 Penalty: 3622.327637
	Iteration 197Q: 3 clusters Score -8535703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -8535714.000000 Penalty: 3622.327637
	Iteration 198Q: 3 clusters Score -8535714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -8535714.000000 Penalty: 3622.327637
	Iteration 199Q: 3 clusters Score -8535714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -8535713.000000 Penalty: 3622.327637
	Iteration 200F: 3 clusters Score -8535713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 62827 members 
Entering Unmasked Estep 
Score: -8535721.000000 Penalty: 3622.327637
	Iteration 201Q: 3 clusters Score -8535721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -8535723.000000 Penalty: 3622.327637
	Iteration 202Q: 3 clusters Score -8535723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 62833 members 
Entering Unmasked Estep 
Score: -8535728.000000 Penalty: 3622.327637
	Iteration 203Q: 3 clusters Score -8535728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -8535728.000000 Penalty: 3622.327637
	Iteration 204Q: 3 clusters Score -8535728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 62834 members 
Entering Unmasked Estep 
Score: -8535728.000000 Penalty: 3622.327637
	Iteration 205F: 3 clusters Score -8535728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -271905.781250 Penalty: 1253.489990
	Iteration 0F: 2 clusters Score -271905.8 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 1118 members 
Entering Unmasked Estep 
Score: -269663.781250 Penalty: 2506.979980
	Iteration 0F: 3 clusters Score -269663.8 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -270135.437500 Penalty: 2506.979980
	Iteration 1F: 3 clusters Score -270135.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -270435.875000 Penalty: 2506.979980
	Iteration 2F: 3 clusters Score -270435.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -270792.625000 Penalty: 2506.979980
	Iteration 3F: 3 clusters Score -270792.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -270979.000000 Penalty: 2506.979980
	Iteration 4F: 3 clusters Score -270979 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -271087.812500 Penalty: 2506.979980
	Iteration 5F: 3 clusters Score -271087.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -271183.156250 Penalty: 2506.979980
	Iteration 6Q: 3 clusters Score -271183.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -271269.718750 Penalty: 2506.979980
	Iteration 7Q: 3 clusters Score -271269.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -271345.906250 Penalty: 2506.979980
	Iteration 8Q: 3 clusters Score -271345.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -271394.500000 Penalty: 2506.979980
	Iteration 9Q: 3 clusters Score -271394.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -271436.531250 Penalty: 2506.979980
	Iteration 10Q: 3 clusters Score -271436.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -271470.156250 Penalty: 2506.979980
	Iteration 11Q: 3 clusters Score -271470.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -271489.593750 Penalty: 2506.979980
	Iteration 12Q: 3 clusters Score -271489.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -271509.812500 Penalty: 2506.979980
	Iteration 13Q: 3 clusters Score -271509.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -271527.750000 Penalty: 2506.979980
	Iteration 14Q: 3 clusters Score -271527.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -271551.156250 Penalty: 2506.979980
	Iteration 15Q: 3 clusters Score -271551.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -271569.281250 Penalty: 2506.979980
	Iteration 16Q: 3 clusters Score -271569.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -271584.312500 Penalty: 2506.979980
	Iteration 17Q: 3 clusters Score -271584.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -271594.500000 Penalty: 2506.979980
	Iteration 18Q: 3 clusters Score -271594.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -271600.093750 Penalty: 2506.979980
	Iteration 19Q: 3 clusters Score -271600.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -271603.156250 Penalty: 2506.979980
	Iteration 20F: 3 clusters Score -271603.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -271605.312500 Penalty: 2506.979980
	Iteration 21Q: 3 clusters Score -271605.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -271605.312500 Penalty: 2506.979980
	Iteration 22Q: 3 clusters Score -271605.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -271605.312500 Penalty: 2506.979980
	Iteration 23F: 3 clusters Score -271605.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -428054.906250 Penalty: 1337.598511
	Iteration 0F: 2 clusters Score -428054.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -424873.906250 Penalty: 2675.197021
	Iteration 0F: 3 clusters Score -424873.9 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -426052.937500 Penalty: 2675.197021
	Iteration 1F: 3 clusters Score -426052.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -426516.468750 Penalty: 2675.197021
	Iteration 2F: 3 clusters Score -426516.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -426829.156250 Penalty: 2675.197021
	Iteration 3F: 3 clusters Score -426829.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -427019.687500 Penalty: 2675.197021
	Iteration 4F: 3 clusters Score -427019.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -427141.031250 Penalty: 2675.197021
	Iteration 5Q: 3 clusters Score -427141 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -427227.843750 Penalty: 2675.197021
	Iteration 6Q: 3 clusters Score -427227.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -427314.375000 Penalty: 2675.197021
	Iteration 7Q: 3 clusters Score -427314.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -427393.781250 Penalty: 2675.197021
	Iteration 8Q: 3 clusters Score -427393.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -427476.562500 Penalty: 2675.197021
	Iteration 9Q: 3 clusters Score -427476.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -427583.375000 Penalty: 2675.197021
	Iteration 10Q: 3 clusters Score -427583.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -427632.687500 Penalty: 2675.197021
	Iteration 11Q: 3 clusters Score -427632.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -427659.031250 Penalty: 2675.197021
	Iteration 12Q: 3 clusters Score -427659 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -427672.968750 Penalty: 2675.197021
	Iteration 13Q: 3 clusters Score -427673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -427679.187500 Penalty: 2675.197021
	Iteration 14Q: 3 clusters Score -427679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -427682.906250 Penalty: 2675.197021
	Iteration 15Q: 3 clusters Score -427682.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -427685.937500 Penalty: 2675.197021
	Iteration 16Q: 3 clusters Score -427685.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -427690.343750 Penalty: 2675.197021
	Iteration 17Q: 3 clusters Score -427690.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -427692.406250 Penalty: 2675.197021
	Iteration 18Q: 3 clusters Score -427692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -427693.781250 Penalty: 2675.197021
	Iteration 19Q: 3 clusters Score -427693.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -427693.937500 Penalty: 2675.197021
	Iteration 20F: 3 clusters Score -427693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -427695.031250 Penalty: 2675.197021
	Iteration 21Q: 3 clusters Score -427695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -427697.000000 Penalty: 2675.197021
	Iteration 22Q: 3 clusters Score -427697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -427696.093750 Penalty: 2675.197021
	Iteration 23Q: 3 clusters Score -427696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -427696.593750 Penalty: 2675.197021
	Iteration 24Q: 3 clusters Score -427696.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -427696.468750 Penalty: 2675.197021
	Iteration 25Q: 3 clusters Score -427696.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -427697.250000 Penalty: 2675.197021
	Iteration 26Q: 3 clusters Score -427697.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -427697.250000 Penalty: 2675.197021
	Iteration 27F: 3 clusters Score -427697.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Entering Unmasked Estep 
Score: -1266891.375000 Penalty: 1499.547363
	Iteration 0F: 2 clusters Score -1266891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1259650.625000 Penalty: 2999.094727
	Iteration 0F: 3 clusters Score -1259651 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1261941.000000 Penalty: 2999.094727
	Iteration 1F: 3 clusters Score -1261941 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1262314.000000 Penalty: 2999.094727
	Iteration 2F: 3 clusters Score -1262314 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1262756.375000 Penalty: 2999.094727
	Iteration 3F: 3 clusters Score -1262756 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1263224.125000 Penalty: 2999.094727
	Iteration 4F: 3 clusters Score -1263224 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1263658.000000 Penalty: 2999.094727
	Iteration 5F: 3 clusters Score -1263658 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1264091.250000 Penalty: 2999.094727
	Iteration 6F: 3 clusters Score -1264091 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1264472.250000 Penalty: 2999.094727
	Iteration 7F: 3 clusters Score -1264472 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1264768.250000 Penalty: 2999.094727
	Iteration 8Q: 3 clusters Score -1264768 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1264983.125000 Penalty: 2999.094727
	Iteration 9Q: 3 clusters Score -1264983 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1265143.875000 Penalty: 2999.094727
	Iteration 10Q: 3 clusters Score -1265144 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1265268.500000 Penalty: 2999.094727
	Iteration 11Q: 3 clusters Score -1265268 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1265343.125000 Penalty: 2999.094727
	Iteration 12Q: 3 clusters Score -1265343 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1265406.125000 Penalty: 2999.094727
	Iteration 13Q: 3 clusters Score -1265406 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1265450.375000 Penalty: 2999.094727
	Iteration 14Q: 3 clusters Score -1265450 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1265484.500000 Penalty: 2999.094727
	Iteration 15Q: 3 clusters Score -1265484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1265511.625000 Penalty: 2999.094727
	Iteration 16Q: 3 clusters Score -1265512 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1265529.500000 Penalty: 2999.094727
	Iteration 17Q: 3 clusters Score -1265530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1265549.875000 Penalty: 2999.094727
	Iteration 18Q: 3 clusters Score -1265550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1265558.750000 Penalty: 2999.094727
	Iteration 19Q: 3 clusters Score -1265559 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1265571.625000 Penalty: 2999.094727
	Iteration 20F: 3 clusters Score -1265572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1265580.000000 Penalty: 2999.094727
	Iteration 21Q: 3 clusters Score -1265580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1265600.000000 Penalty: 2999.094727
	Iteration 22Q: 3 clusters Score -1265600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1265619.500000 Penalty: 2999.094727
	Iteration 23Q: 3 clusters Score -1265620 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1265633.375000 Penalty: 2999.094727
	Iteration 24Q: 3 clusters Score -1265633 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1265636.125000 Penalty: 2999.094727
	Iteration 25Q: 3 clusters Score -1265636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1265642.875000 Penalty: 2999.094727
	Iteration 26Q: 3 clusters Score -1265643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -1265650.250000 Penalty: 2999.094727
	Iteration 27Q: 3 clusters Score -1265650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1265652.500000 Penalty: 2999.094727
	Iteration 28Q: 3 clusters Score -1265652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1265656.375000 Penalty: 2999.094727
	Iteration 29Q: 3 clusters Score -1265656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1265655.250000 Penalty: 2999.094727
	Iteration 30Q: 3 clusters Score -1265655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1265656.250000 Penalty: 2999.094727
	Iteration 31Q: 3 clusters Score -1265656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1265656.125000 Penalty: 2999.094727
	Iteration 32Q: 3 clusters Score -1265656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1265658.000000 Penalty: 2999.094727
	Iteration 33Q: 3 clusters Score -1265658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1265658.500000 Penalty: 2999.094727
	Iteration 34Q: 3 clusters Score -1265658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1265661.250000 Penalty: 2999.094727
	Iteration 35Q: 3 clusters Score -1265661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1265660.125000 Penalty: 2999.094727
	Iteration 36Q: 3 clusters Score -1265660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1265663.250000 Penalty: 2999.094727
	Iteration 37Q: 3 clusters Score -1265663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1265665.875000 Penalty: 2999.094727
	Iteration 38Q: 3 clusters Score -1265666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1265664.875000 Penalty: 2999.094727
	Iteration 39Q: 3 clusters Score -1265665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1265663.375000 Penalty: 2999.094727
	Iteration 40F: 3 clusters Score -1265663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Entering Unmasked Estep 
Score: -560820.000000 Penalty: 1365.872070
	Iteration 0F: 2 clusters Score -560820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -557172.062500 Penalty: 2731.744141
	Iteration 0F: 3 clusters Score -557172.1 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -558119.437500 Penalty: 2731.744141
	Iteration 1F: 3 clusters Score -558119.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -558265.687500 Penalty: 2731.744141
	Iteration 2F: 3 clusters Score -558265.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -558354.875000 Penalty: 2731.744141
	Iteration 3Q: 3 clusters Score -558354.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -558421.562500 Penalty: 2731.744141
	Iteration 4Q: 3 clusters Score -558421.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -558468.875000 Penalty: 2731.744141
	Iteration 5Q: 3 clusters Score -558468.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -558501.000000 Penalty: 2731.744141
	Iteration 6Q: 3 clusters Score -558501 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -558534.687500 Penalty: 2731.744141
	Iteration 7Q: 3 clusters Score -558534.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -558574.500000 Penalty: 2731.744141
	Iteration 8Q: 3 clusters Score -558574.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -558624.937500 Penalty: 2731.744141
	Iteration 9Q: 3 clusters Score -558624.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -558682.437500 Penalty: 2731.744141
	Iteration 10Q: 3 clusters Score -558682.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -558741.250000 Penalty: 2731.744141
	Iteration 11Q: 3 clusters Score -558741.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -558799.687500 Penalty: 2731.744141
	Iteration 12Q: 3 clusters Score -558799.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -558883.312500 Penalty: 2731.744141
	Iteration 13Q: 3 clusters Score -558883.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -558969.750000 Penalty: 2731.744141
	Iteration 14Q: 3 clusters Score -558969.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -559048.812500 Penalty: 2731.744141
	Iteration 15Q: 3 clusters Score -559048.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -559120.375000 Penalty: 2731.744141
	Iteration 16Q: 3 clusters Score -559120.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -559189.562500 Penalty: 2731.744141
	Iteration 17Q: 3 clusters Score -559189.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -559231.125000 Penalty: 2731.744141
	Iteration 18Q: 3 clusters Score -559231.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -559274.875000 Penalty: 2731.744141
	Iteration 19Q: 3 clusters Score -559274.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -559305.500000 Penalty: 2731.744141
	Iteration 20F: 3 clusters Score -559305.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -559331.312500 Penalty: 2731.744141
	Iteration 21Q: 3 clusters Score -559331.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -559349.062500 Penalty: 2731.744141
	Iteration 22Q: 3 clusters Score -559349.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -559362.875000 Penalty: 2731.744141
	Iteration 23Q: 3 clusters Score -559362.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -559375.000000 Penalty: 2731.744141
	Iteration 24Q: 3 clusters Score -559375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -559387.062500 Penalty: 2731.744141
	Iteration 25Q: 3 clusters Score -559387.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -559393.687500 Penalty: 2731.744141
	Iteration 26Q: 3 clusters Score -559393.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -559399.625000 Penalty: 2731.744141
	Iteration 27Q: 3 clusters Score -559399.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -559405.937500 Penalty: 2731.744141
	Iteration 28Q: 3 clusters Score -559405.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -559409.437500 Penalty: 2731.744141
	Iteration 29Q: 3 clusters Score -559409.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -559413.875000 Penalty: 2731.744141
	Iteration 30Q: 3 clusters Score -559413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -559416.812500 Penalty: 2731.744141
	Iteration 31Q: 3 clusters Score -559416.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -559418.687500 Penalty: 2731.744141
	Iteration 32Q: 3 clusters Score -559418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -559420.187500 Penalty: 2731.744141
	Iteration 33Q: 3 clusters Score -559420.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -559423.437500 Penalty: 2731.744141
	Iteration 34Q: 3 clusters Score -559423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -559425.250000 Penalty: 2731.744141
	Iteration 35Q: 3 clusters Score -559425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -559424.875000 Penalty: 2731.744141
	Iteration 36Q: 3 clusters Score -559424.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -559425.437500 Penalty: 2731.744141
	Iteration 37Q: 3 clusters Score -559425.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -559428.375000 Penalty: 2731.744141
	Iteration 38Q: 3 clusters Score -559428.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -559428.750000 Penalty: 2731.744141
	Iteration 39Q: 3 clusters Score -559428.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -559429.625000 Penalty: 2731.744141
	Iteration 40F: 3 clusters Score -559429.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -559431.000000 Penalty: 2731.744141
	Iteration 41Q: 3 clusters Score -559431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -559432.937500 Penalty: 2731.744141
	Iteration 42Q: 3 clusters Score -559432.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -559432.937500 Penalty: 2731.744141
	Iteration 43Q: 3 clusters Score -559432.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -559432.875000 Penalty: 2731.744141
	Iteration 44Q: 3 clusters Score -559432.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -559432.875000 Penalty: 2731.744141
	Iteration 45F: 3 clusters Score -559432.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (20146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Entering Unmasked Estep 
Score: -2488481.000000 Penalty: 1610.498657
	Iteration 0F: 2 clusters Score -2488481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2474835.500000 Penalty: 3220.997314
	Iteration 0F: 3 clusters Score -2474836 nChanged 9085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2479823.500000 Penalty: 3220.997314
	Iteration 1F: 3 clusters Score -2479824 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2480355.750000 Penalty: 3220.997314
	Iteration 2F: 3 clusters Score -2480356 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -2480956.500000 Penalty: 3220.997314
	Iteration 3F: 3 clusters Score -2480956 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2481664.250000 Penalty: 3220.997314
	Iteration 4F: 3 clusters Score -2481664 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2482501.750000 Penalty: 3220.997314
	Iteration 5F: 3 clusters Score -2482502 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -2483354.750000 Penalty: 3220.997314
	Iteration 6F: 3 clusters Score -2483355 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2484193.000000 Penalty: 3220.997314
	Iteration 7F: 3 clusters Score -2484193 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2484992.250000 Penalty: 3220.997314
	Iteration 8F: 3 clusters Score -2484992 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2485669.750000 Penalty: 3220.997314
	Iteration 9Q: 3 clusters Score -2485670 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2486174.750000 Penalty: 3220.997314
	Iteration 10Q: 3 clusters Score -2486175 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2486528.000000 Penalty: 3220.997314
	Iteration 11Q: 3 clusters Score -2486528 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2486770.250000 Penalty: 3220.997314
	Iteration 12Q: 3 clusters Score -2486770 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2486892.250000 Penalty: 3220.997314
	Iteration 13Q: 3 clusters Score -2486892 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2486979.500000 Penalty: 3220.997314
	Iteration 14Q: 3 clusters Score -2486980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2487022.750000 Penalty: 3220.997314
	Iteration 15Q: 3 clusters Score -2487023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2487061.250000 Penalty: 3220.997314
	Iteration 16Q: 3 clusters Score -2487061 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2487081.750000 Penalty: 3220.997314
	Iteration 17Q: 3 clusters Score -2487082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2487091.500000 Penalty: 3220.997314
	Iteration 18Q: 3 clusters Score -2487092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2487098.000000 Penalty: 3220.997314
	Iteration 19Q: 3 clusters Score -2487098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2487110.500000 Penalty: 3220.997314
	Iteration 20F: 3 clusters Score -2487110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2487129.250000 Penalty: 3220.997314
	Iteration 21Q: 3 clusters Score -2487129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2487134.500000 Penalty: 3220.997314
	Iteration 22Q: 3 clusters Score -2487134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2487135.750000 Penalty: 3220.997314
	Iteration 23Q: 3 clusters Score -2487136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2487139.000000 Penalty: 3220.997314
	Iteration 24Q: 3 clusters Score -2487139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2487146.000000 Penalty: 3220.997314
	Iteration 25Q: 3 clusters Score -2487146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2487145.500000 Penalty: 3220.997314
	Iteration 26Q: 3 clusters Score -2487146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2487150.750000 Penalty: 3220.997314
	Iteration 27Q: 3 clusters Score -2487151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2487149.750000 Penalty: 3220.997314
	Iteration 28Q: 3 clusters Score -2487150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2487155.500000 Penalty: 3220.997314
	Iteration 29Q: 3 clusters Score -2487156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2487159.750000 Penalty: 3220.997314
	Iteration 30Q: 3 clusters Score -2487160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2487160.750000 Penalty: 3220.997314
	Iteration 31Q: 3 clusters Score -2487161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2487160.750000 Penalty: 3220.997314
	Iteration 32F: 3 clusters Score -2487161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (75321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75321 members 
Entering Unmasked Estep 
Score: -9309170.000000 Penalty: 1824.796021
	Iteration 0F: 2 clusters Score -9309170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -9259606.000000 Penalty: 3649.592041
	Iteration 0F: 3 clusters Score -9259606 nChanged 35512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -9280377.000000 Penalty: 3649.592041
	Iteration 1F: 3 clusters Score -9280377 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37544 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -9281203.000000 Penalty: 3649.592041
	Iteration 2Q: 3 clusters Score -9281203 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
Score: -9282179.000000 Penalty: 3649.592041
	Iteration 3Q: 3 clusters Score -9282179 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -9283500.000000 Penalty: 3649.592041
	Iteration 4Q: 3 clusters Score -9283500 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -9285527.000000 Penalty: 3649.592041
	Iteration 5Q: 3 clusters Score -9285527 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37116 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -9288111.000000 Penalty: 3649.592041
	Iteration 6F: 3 clusters Score -9288111 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -9291172.000000 Penalty: 3649.592041
	Iteration 7F: 3 clusters Score -9291172 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -9293374.000000 Penalty: 3649.592041
	Iteration 8F: 3 clusters Score -9293374 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -9294300.000000 Penalty: 3649.592041
	Iteration 9Q: 3 clusters Score -9294300 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -9294598.000000 Penalty: 3649.592041
	Iteration 10Q: 3 clusters Score -9294598 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -9294694.000000 Penalty: 3649.592041
	Iteration 11Q: 3 clusters Score -9294694 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -9294765.000000 Penalty: 3649.592041
	Iteration 12Q: 3 clusters Score -9294765 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -9294777.000000 Penalty: 3649.592041
	Iteration 13Q: 3 clusters Score -9294777 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -9294823.000000 Penalty: 3649.592041
	Iteration 14Q: 3 clusters Score -9294823 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -9294872.000000 Penalty: 3649.592041
	Iteration 15Q: 3 clusters Score -9294872 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -9294932.000000 Penalty: 3649.592041
	Iteration 16Q: 3 clusters Score -9294932 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -9294937.000000 Penalty: 3649.592041
	Iteration 17Q: 3 clusters Score -9294937 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -9294978.000000 Penalty: 3649.592041
	Iteration 18Q: 3 clusters Score -9294978 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -9295029.000000 Penalty: 3649.592041
	Iteration 19Q: 3 clusters Score -9295029 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -9295036.000000 Penalty: 3649.592041
	Iteration 20F: 3 clusters Score -9295036 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -9295056.000000 Penalty: 3649.592041
	Iteration 21Q: 3 clusters Score -9295056 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -9295136.000000 Penalty: 3649.592041
	Iteration 22Q: 3 clusters Score -9295136 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -9295226.000000 Penalty: 3649.592041
	Iteration 23Q: 3 clusters Score -9295226 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -9295293.000000 Penalty: 3649.592041
	Iteration 24Q: 3 clusters Score -9295293 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -9295397.000000 Penalty: 3649.592041
	Iteration 25Q: 3 clusters Score -9295397 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -9295461.000000 Penalty: 3649.592041
	Iteration 26Q: 3 clusters Score -9295461 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -9295563.000000 Penalty: 3649.592041
	Iteration 27Q: 3 clusters Score -9295563 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -9295687.000000 Penalty: 3649.592041
	Iteration 28Q: 3 clusters Score -9295687 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -9295780.000000 Penalty: 3649.592041
	Iteration 29Q: 3 clusters Score -9295780 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -9295920.000000 Penalty: 3649.592041
	Iteration 30Q: 3 clusters Score -9295920 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 48055 members 
Entering Unmasked Estep 
Score: -9296083.000000 Penalty: 3649.592041
	Iteration 31Q: 3 clusters Score -9296083 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -9296284.000000 Penalty: 3649.592041
	Iteration 32Q: 3 clusters Score -9296284 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25387 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -9296517.000000 Penalty: 3649.592041
	Iteration 33Q: 3 clusters Score -9296517 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 51020 members 
Entering Unmasked Estep 
Score: -9296776.000000 Penalty: 3649.592041
	Iteration 34Q: 3 clusters Score -9296776 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -9297118.000000 Penalty: 3649.592041
	Iteration 35Q: 3 clusters Score -9297118 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 53336 members 
Entering Unmasked Estep 
Score: -9297401.000000 Penalty: 3649.592041
	Iteration 36Q: 3 clusters Score -9297401 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -9297773.000000 Penalty: 3649.592041
	Iteration 37Q: 3 clusters Score -9297773 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -9298207.000000 Penalty: 3649.592041
	Iteration 38Q: 3 clusters Score -9298207 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 57163 members 
Entering Unmasked Estep 
Score: -9298619.000000 Penalty: 3649.592041
	Iteration 39Q: 3 clusters Score -9298619 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 58575 members 
Entering Unmasked Estep 
Score: -9299131.000000 Penalty: 3649.592041
	Iteration 40F: 3 clusters Score -9299131 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 60083 members 
Entering Unmasked Estep 
Score: -9299739.000000 Penalty: 3649.592041
	Iteration 41Q: 3 clusters Score -9299739 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 61660 members 
Entering Unmasked Estep 
Score: -9300445.000000 Penalty: 3649.592041
	Iteration 42Q: 3 clusters Score -9300445 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -9301113.000000 Penalty: 3649.592041
	Iteration 43Q: 3 clusters Score -9301113 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -9301896.000000 Penalty: 3649.592041
	Iteration 44Q: 3 clusters Score -9301896 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 66157 members 
Entering Unmasked Estep 
Score: -9302622.000000 Penalty: 3649.592041
	Iteration 45Q: 3 clusters Score -9302622 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 67528 members 
Entering Unmasked Estep 
Score: -9303281.000000 Penalty: 3649.592041
	Iteration 46Q: 3 clusters Score -9303281 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -9303994.000000 Penalty: 3649.592041
	Iteration 47Q: 3 clusters Score -9303994 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 69940 members 
Entering Unmasked Estep 
Score: -9304691.000000 Penalty: 3649.592041
	Iteration 48Q: 3 clusters Score -9304691 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 71009 members 
Entering Unmasked Estep 
Score: -9305384.000000 Penalty: 3649.592041
	Iteration 49Q: 3 clusters Score -9305384 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 71974 members 
Entering Unmasked Estep 
Score: -9305949.000000 Penalty: 3649.592041
	Iteration 50Q: 3 clusters Score -9305949 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -9306437.000000 Penalty: 3649.592041
	Iteration 51Q: 3 clusters Score -9306437 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 73404 members 
Entering Unmasked Estep 
Score: -9306762.000000 Penalty: 3649.592041
	Iteration 52Q: 3 clusters Score -9306762 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 73902 members 
Entering Unmasked Estep 
Score: -9307047.000000 Penalty: 3649.592041
	Iteration 53Q: 3 clusters Score -9307047 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -9307224.000000 Penalty: 3649.592041
	Iteration 54Q: 3 clusters Score -9307224 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 74473 members 
Entering Unmasked Estep 
Score: -9307355.000000 Penalty: 3649.592041
	Iteration 55Q: 3 clusters Score -9307355 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -9307427.000000 Penalty: 3649.592041
	Iteration 56Q: 3 clusters Score -9307427 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 74695 members 
Entering Unmasked Estep 
Score: -9307497.000000 Penalty: 3649.592041
	Iteration 57Q: 3 clusters Score -9307497 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 74767 members 
Entering Unmasked Estep 
Score: -9307530.000000 Penalty: 3649.592041
	Iteration 58Q: 3 clusters Score -9307530 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 74816 members 
Entering Unmasked Estep 
Score: -9307577.000000 Penalty: 3649.592041
	Iteration 59Q: 3 clusters Score -9307577 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 74858 members 
Entering Unmasked Estep 
Score: -9307615.000000 Penalty: 3649.592041
	Iteration 60F: 3 clusters Score -9307615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 74887 members 
Entering Unmasked Estep 
Score: -9307642.000000 Penalty: 3649.592041
	Iteration 61Q: 3 clusters Score -9307642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 74902 members 
Entering Unmasked Estep 
Score: -9307675.000000 Penalty: 3649.592041
	Iteration 62Q: 3 clusters Score -9307675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 74912 members 
Entering Unmasked Estep 
Score: -9307671.000000 Penalty: 3649.592041
	Iteration 63Q: 3 clusters Score -9307671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 74914 members 
Entering Unmasked Estep 
Score: -9307687.000000 Penalty: 3649.592041
	Iteration 64Q: 3 clusters Score -9307687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 74921 members 
Entering Unmasked Estep 
Score: -9307685.000000 Penalty: 3649.592041
	Iteration 65Q: 3 clusters Score -9307685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 74927 members 
Entering Unmasked Estep 
Score: -9307686.000000 Penalty: 3649.592041
	Iteration 66Q: 3 clusters Score -9307686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 74929 members 
Entering Unmasked Estep 
Score: -9307686.000000 Penalty: 3649.592041
	Iteration 67Q: 3 clusters Score -9307686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 74931 members 
Entering Unmasked Estep 
Score: -9307687.000000 Penalty: 3649.592041
	Iteration 68Q: 3 clusters Score -9307687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 74932 members 
Entering Unmasked Estep 
Score: -9307688.000000 Penalty: 3649.592041
	Iteration 69Q: 3 clusters Score -9307688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 74932 members 
Entering Unmasked Estep 
Score: -9307688.000000 Penalty: 3649.592041
	Iteration 70F: 3 clusters Score -9307688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Entering Unmasked Estep 
Score: -2144892.500000 Penalty: 1586.518433
	Iteration 0F: 2 clusters Score -2144892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2132980.000000 Penalty: 3173.036865
	Iteration 0F: 3 clusters Score -2132980 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2137287.250000 Penalty: 3173.036865
	Iteration 1F: 3 clusters Score -2137287 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2137682.750000 Penalty: 3173.036865
	Iteration 2F: 3 clusters Score -2137683 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2138156.000000 Penalty: 3173.036865
	Iteration 3F: 3 clusters Score -2138156 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2138731.000000 Penalty: 3173.036865
	Iteration 4F: 3 clusters Score -2138731 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2139537.500000 Penalty: 3173.036865
	Iteration 5F: 3 clusters Score -2139538 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2140416.000000 Penalty: 3173.036865
	Iteration 6F: 3 clusters Score -2140416 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2141235.000000 Penalty: 3173.036865
	Iteration 7F: 3 clusters Score -2141235 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2141890.750000 Penalty: 3173.036865
	Iteration 8F: 3 clusters Score -2141891 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2142368.250000 Penalty: 3173.036865
	Iteration 9Q: 3 clusters Score -2142368 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2142688.250000 Penalty: 3173.036865
	Iteration 10Q: 3 clusters Score -2142688 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2142893.500000 Penalty: 3173.036865
	Iteration 11Q: 3 clusters Score -2142894 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2143089.500000 Penalty: 3173.036865
	Iteration 12Q: 3 clusters Score -2143090 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2143254.500000 Penalty: 3173.036865
	Iteration 13Q: 3 clusters Score -2143254 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2143361.750000 Penalty: 3173.036865
	Iteration 14Q: 3 clusters Score -2143362 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2143445.500000 Penalty: 3173.036865
	Iteration 15Q: 3 clusters Score -2143446 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2143509.000000 Penalty: 3173.036865
	Iteration 16Q: 3 clusters Score -2143509 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2143554.500000 Penalty: 3173.036865
	Iteration 17Q: 3 clusters Score -2143554 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2143580.750000 Penalty: 3173.036865
	Iteration 18Q: 3 clusters Score -2143581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2143601.000000 Penalty: 3173.036865
	Iteration 19Q: 3 clusters Score -2143601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2143613.250000 Penalty: 3173.036865
	Iteration 20F: 3 clusters Score -2143613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2143624.750000 Penalty: 3173.036865
	Iteration 21Q: 3 clusters Score -2143625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2143634.000000 Penalty: 3173.036865
	Iteration 22Q: 3 clusters Score -2143634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2143636.750000 Penalty: 3173.036865
	Iteration 23Q: 3 clusters Score -2143637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2143639.500000 Penalty: 3173.036865
	Iteration 24Q: 3 clusters Score -2143640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2143645.750000 Penalty: 3173.036865
	Iteration 25Q: 3 clusters Score -2143646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2143652.250000 Penalty: 3173.036865
	Iteration 26Q: 3 clusters Score -2143652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2143654.000000 Penalty: 3173.036865
	Iteration 27Q: 3 clusters Score -2143654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2143657.750000 Penalty: 3173.036865
	Iteration 28Q: 3 clusters Score -2143658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2143662.000000 Penalty: 3173.036865
	Iteration 29Q: 3 clusters Score -2143662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2143665.750000 Penalty: 3173.036865
	Iteration 30Q: 3 clusters Score -2143666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2143668.000000 Penalty: 3173.036865
	Iteration 31Q: 3 clusters Score -2143668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -2143673.250000 Penalty: 3173.036865
	Iteration 32Q: 3 clusters Score -2143673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2143670.000000 Penalty: 3173.036865
	Iteration 33Q: 3 clusters Score -2143670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2143670.000000 Penalty: 3173.036865
	Iteration 34F: 3 clusters Score -2143670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Entering Unmasked Estep 
Score: -245837.828125 Penalty: 1259.054688
	Iteration 0F: 2 clusters Score -245837.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -243626.625000 Penalty: 2518.109375
	Iteration 0F: 3 clusters Score -243626.6 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -244511.000000 Penalty: 2518.109375
	Iteration 1F: 3 clusters Score -244511 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -244821.406250 Penalty: 2518.109375
	Iteration 2F: 3 clusters Score -244821.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -244988.640625 Penalty: 2518.109375
	Iteration 3F: 3 clusters Score -244988.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -245110.921875 Penalty: 2518.109375
	Iteration 4Q: 3 clusters Score -245110.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -245185.187500 Penalty: 2518.109375
	Iteration 5Q: 3 clusters Score -245185.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -245239.625000 Penalty: 2518.109375
	Iteration 6Q: 3 clusters Score -245239.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -245275.062500 Penalty: 2518.109375
	Iteration 7Q: 3 clusters Score -245275.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -245318.437500 Penalty: 2518.109375
	Iteration 8Q: 3 clusters Score -245318.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -245336.812500 Penalty: 2518.109375
	Iteration 9Q: 3 clusters Score -245336.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -245346.000000 Penalty: 2518.109375
	Iteration 10Q: 3 clusters Score -245346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -245350.203125 Penalty: 2518.109375
	Iteration 11Q: 3 clusters Score -245350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -245353.234375 Penalty: 2518.109375
	Iteration 12Q: 3 clusters Score -245353.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -245356.593750 Penalty: 2518.109375
	Iteration 13Q: 3 clusters Score -245356.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -245359.515625 Penalty: 2518.109375
	Iteration 14Q: 3 clusters Score -245359.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -245361.859375 Penalty: 2518.109375
	Iteration 15Q: 3 clusters Score -245361.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -245367.937500 Penalty: 2518.109375
	Iteration 16Q: 3 clusters Score -245367.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -245371.562500 Penalty: 2518.109375
	Iteration 17Q: 3 clusters Score -245371.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -245384.296875 Penalty: 2518.109375
	Iteration 18Q: 3 clusters Score -245384.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -245388.718750 Penalty: 2518.109375
	Iteration 19Q: 3 clusters Score -245388.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -245399.953125 Penalty: 2518.109375
	Iteration 20F: 3 clusters Score -245400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -245413.781250 Penalty: 2518.109375
	Iteration 21Q: 3 clusters Score -245413.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -245421.140625 Penalty: 2518.109375
	Iteration 22Q: 3 clusters Score -245421.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -245431.937500 Penalty: 2518.109375
	Iteration 23Q: 3 clusters Score -245431.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -245437.968750 Penalty: 2518.109375
	Iteration 24Q: 3 clusters Score -245438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -245439.546875 Penalty: 2518.109375
	Iteration 25Q: 3 clusters Score -245439.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -245441.750000 Penalty: 2518.109375
	Iteration 26Q: 3 clusters Score -245441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -245442.812500 Penalty: 2518.109375
	Iteration 27Q: 3 clusters Score -245442.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -245444.453125 Penalty: 2518.109375
	Iteration 28Q: 3 clusters Score -245444.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -245446.156250 Penalty: 2518.109375
	Iteration 29Q: 3 clusters Score -245446.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -245446.140625 Penalty: 2518.109375
	Iteration 30Q: 3 clusters Score -245446.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -245446.140625 Penalty: 2518.109375
	Iteration 31F: 3 clusters Score -245446.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (24761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Entering Unmasked Estep 
Score: -3073079.000000 Penalty: 1644.016602
	Iteration 0F: 2 clusters Score -3073079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3056397.500000 Penalty: 3288.033203
	Iteration 0F: 3 clusters Score -3056398 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3062469.500000 Penalty: 3288.033203
	Iteration 1F: 3 clusters Score -3062470 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -3062821.000000 Penalty: 3288.033203
	Iteration 2Q: 3 clusters Score -3062821 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -3063172.500000 Penalty: 3288.033203
	Iteration 3Q: 3 clusters Score -3063172 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -3063553.500000 Penalty: 3288.033203
	Iteration 4Q: 3 clusters Score -3063554 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -3064049.750000 Penalty: 3288.033203
	Iteration 5Q: 3 clusters Score -3064050 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3064794.250000 Penalty: 3288.033203
	Iteration 6F: 3 clusters Score -3064794 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -3065842.750000 Penalty: 3288.033203
	Iteration 7F: 3 clusters Score -3065843 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -3067228.500000 Penalty: 3288.033203
	Iteration 8F: 3 clusters Score -3067228 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3068803.750000 Penalty: 3288.033203
	Iteration 9F: 3 clusters Score -3068804 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3070096.500000 Penalty: 3288.033203
	Iteration 10F: 3 clusters Score -3070096 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -3070919.250000 Penalty: 3288.033203
	Iteration 11Q: 3 clusters Score -3070919 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3071300.500000 Penalty: 3288.033203
	Iteration 12Q: 3 clusters Score -3071300 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3071451.250000 Penalty: 3288.033203
	Iteration 13Q: 3 clusters Score -3071451 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3071554.500000 Penalty: 3288.033203
	Iteration 14Q: 3 clusters Score -3071554 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3071596.750000 Penalty: 3288.033203
	Iteration 15Q: 3 clusters Score -3071597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3071622.750000 Penalty: 3288.033203
	Iteration 16Q: 3 clusters Score -3071623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -3071637.500000 Penalty: 3288.033203
	Iteration 17Q: 3 clusters Score -3071638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -3071648.750000 Penalty: 3288.033203
	Iteration 18Q: 3 clusters Score -3071649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3071656.750000 Penalty: 3288.033203
	Iteration 19Q: 3 clusters Score -3071657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -3071661.250000 Penalty: 3288.033203
	Iteration 20F: 3 clusters Score -3071661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3071664.250000 Penalty: 3288.033203
	Iteration 21Q: 3 clusters Score -3071664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -3071664.750000 Penalty: 3288.033203
	Iteration 22Q: 3 clusters Score -3071665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3071664.750000 Penalty: 3288.033203
	Iteration 23Q: 3 clusters Score -3071665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3071669.000000 Penalty: 3288.033203
	Iteration 24Q: 3 clusters Score -3071669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3071670.750000 Penalty: 3288.033203
	Iteration 25Q: 3 clusters Score -3071671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3071678.500000 Penalty: 3288.033203
	Iteration 26Q: 3 clusters Score -3071678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3071680.750000 Penalty: 3288.033203
	Iteration 27Q: 3 clusters Score -3071681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3071680.750000 Penalty: 3288.033203
	Iteration 28F: 3 clusters Score -3071681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Entering Unmasked Estep 
Score: -3511987.500000 Penalty: 1666.818237
	Iteration 0F: 2 clusters Score -3511988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3492844.250000 Penalty: 3333.636475
	Iteration 0F: 3 clusters Score -3492844 nChanged 13069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -3500250.500000 Penalty: 3333.636475
	Iteration 1F: 3 clusters Score -3500250 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3500779.000000 Penalty: 3333.636475
	Iteration 2Q: 3 clusters Score -3500779 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -3501417.500000 Penalty: 3333.636475
	Iteration 3F: 3 clusters Score -3501418 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3502255.000000 Penalty: 3333.636475
	Iteration 4F: 3 clusters Score -3502255 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3503277.250000 Penalty: 3333.636475
	Iteration 5F: 3 clusters Score -3503277 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -3504354.000000 Penalty: 3333.636475
	Iteration 6F: 3 clusters Score -3504354 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -3505391.500000 Penalty: 3333.636475
	Iteration 7F: 3 clusters Score -3505392 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3506228.500000 Penalty: 3333.636475
	Iteration 8F: 3 clusters Score -3506228 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -3506934.500000 Penalty: 3333.636475
	Iteration 9Q: 3 clusters Score -3506934 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3507602.250000 Penalty: 3333.636475
	Iteration 10Q: 3 clusters Score -3507602 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3508245.000000 Penalty: 3333.636475
	Iteration 11Q: 3 clusters Score -3508245 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3508819.250000 Penalty: 3333.636475
	Iteration 12Q: 3 clusters Score -3508819 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 25173 members 
Entering Unmasked Estep 
Score: -3509230.750000 Penalty: 3333.636475
	Iteration 13Q: 3 clusters Score -3509231 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3509506.000000 Penalty: 3333.636475
	Iteration 14Q: 3 clusters Score -3509506 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3509714.500000 Penalty: 3333.636475
	Iteration 15Q: 3 clusters Score -3509714 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -3509850.750000 Penalty: 3333.636475
	Iteration 16Q: 3 clusters Score -3509851 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -3509971.500000 Penalty: 3333.636475
	Iteration 17Q: 3 clusters Score -3509972 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -3510070.750000 Penalty: 3333.636475
	Iteration 18Q: 3 clusters Score -3510071 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -3510130.000000 Penalty: 3333.636475
	Iteration 19Q: 3 clusters Score -3510130 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -3510188.750000 Penalty: 3333.636475
	Iteration 20F: 3 clusters Score -3510189 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -3510251.250000 Penalty: 3333.636475
	Iteration 21Q: 3 clusters Score -3510251 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -3510312.250000 Penalty: 3333.636475
	Iteration 22Q: 3 clusters Score -3510312 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -3510370.750000 Penalty: 3333.636475
	Iteration 23Q: 3 clusters Score -3510371 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3510395.250000 Penalty: 3333.636475
	Iteration 24Q: 3 clusters Score -3510395 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3510431.250000 Penalty: 3333.636475
	Iteration 25Q: 3 clusters Score -3510431 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -3510459.000000 Penalty: 3333.636475
	Iteration 26Q: 3 clusters Score -3510459 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -3510493.500000 Penalty: 3333.636475
	Iteration 27Q: 3 clusters Score -3510494 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -3510525.750000 Penalty: 3333.636475
	Iteration 28Q: 3 clusters Score -3510526 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3510544.000000 Penalty: 3333.636475
	Iteration 29Q: 3 clusters Score -3510544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -3510562.250000 Penalty: 3333.636475
	Iteration 30Q: 3 clusters Score -3510562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3510568.250000 Penalty: 3333.636475
	Iteration 31Q: 3 clusters Score -3510568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3510571.000000 Penalty: 3333.636475
	Iteration 32Q: 3 clusters Score -3510571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3510576.750000 Penalty: 3333.636475
	Iteration 33Q: 3 clusters Score -3510577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3510580.750000 Penalty: 3333.636475
	Iteration 34Q: 3 clusters Score -3510581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -3510585.250000 Penalty: 3333.636475
	Iteration 35Q: 3 clusters Score -3510585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3510590.250000 Penalty: 3333.636475
	Iteration 36Q: 3 clusters Score -3510590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3510598.250000 Penalty: 3333.636475
	Iteration 37Q: 3 clusters Score -3510598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3510598.000000 Penalty: 3333.636475
	Iteration 38Q: 3 clusters Score -3510598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -3510606.000000 Penalty: 3333.636475
	Iteration 39Q: 3 clusters Score -3510606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -3510605.000000 Penalty: 3333.636475
	Iteration 40F: 3 clusters Score -3510605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -3510605.250000 Penalty: 3333.636475
	Iteration 41Q: 3 clusters Score -3510605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -3510606.250000 Penalty: 3333.636475
	Iteration 42Q: 3 clusters Score -3510606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -3510607.750000 Penalty: 3333.636475
	Iteration 43Q: 3 clusters Score -3510608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -3510606.250000 Penalty: 3333.636475
	Iteration 44Q: 3 clusters Score -3510606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -3510606.000000 Penalty: 3333.636475
	Iteration 45Q: 3 clusters Score -3510606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 27524 members 
Entering Unmasked Estep 
Score: -3510607.750000 Penalty: 3333.636475
	Iteration 46Q: 3 clusters Score -3510608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -3510609.250000 Penalty: 3333.636475
	Iteration 47Q: 3 clusters Score -3510609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -3510607.250000 Penalty: 3333.636475
	Iteration 48Q: 3 clusters Score -3510607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3510606.750000 Penalty: 3333.636475
	Iteration 49Q: 3 clusters Score -3510607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -3510606.000000 Penalty: 3333.636475
	Iteration 50Q: 3 clusters Score -3510606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3510610.250000 Penalty: 3333.636475
	Iteration 51Q: 3 clusters Score -3510610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -3510609.250000 Penalty: 3333.636475
	Iteration 52Q: 3 clusters Score -3510609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3510611.250000 Penalty: 3333.636475
	Iteration 53Q: 3 clusters Score -3510611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -3510620.250000 Penalty: 3333.636475
	Iteration 54Q: 3 clusters Score -3510620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -3510621.250000 Penalty: 3333.636475
	Iteration 55Q: 3 clusters Score -3510621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -3510621.250000 Penalty: 3333.636475
	Iteration 56Q: 3 clusters Score -3510621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3510618.500000 Penalty: 3333.636475
	Iteration 57Q: 3 clusters Score -3510618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -3510620.750000 Penalty: 3333.636475
	Iteration 58Q: 3 clusters Score -3510621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -3510625.000000 Penalty: 3333.636475
	Iteration 59Q: 3 clusters Score -3510625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -3510626.750000 Penalty: 3333.636475
	Iteration 60F: 3 clusters Score -3510627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Entering Unmasked Estep 
Score: -511205.812500 Penalty: 1354.468628
	Iteration 0F: 2 clusters Score -511205.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -507793.593750 Penalty: 2708.937256
	Iteration 0F: 3 clusters Score -507793.6 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -508741.937500 Penalty: 2708.937256
	Iteration 1F: 3 clusters Score -508741.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -508975.500000 Penalty: 2708.937256
	Iteration 2F: 3 clusters Score -508975.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -509186.187500 Penalty: 2708.937256
	Iteration 3F: 3 clusters Score -509186.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -509414.281250 Penalty: 2708.937256
	Iteration 4F: 3 clusters Score -509414.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -509628.312500 Penalty: 2708.937256
	Iteration 5F: 3 clusters Score -509628.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -509828.093750 Penalty: 2708.937256
	Iteration 6F: 3 clusters Score -509828.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -510008.437500 Penalty: 2708.937256
	Iteration 7F: 3 clusters Score -510008.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -510168.593750 Penalty: 2708.937256
	Iteration 8Q: 3 clusters Score -510168.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -510289.156250 Penalty: 2708.937256
	Iteration 9Q: 3 clusters Score -510289.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -510370.187500 Penalty: 2708.937256
	Iteration 10Q: 3 clusters Score -510370.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -510423.156250 Penalty: 2708.937256
	Iteration 11Q: 3 clusters Score -510423.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -510461.375000 Penalty: 2708.937256
	Iteration 12Q: 3 clusters Score -510461.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -510495.937500 Penalty: 2708.937256
	Iteration 13Q: 3 clusters Score -510495.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -510541.468750 Penalty: 2708.937256
	Iteration 14Q: 3 clusters Score -510541.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -510609.093750 Penalty: 2708.937256
	Iteration 15Q: 3 clusters Score -510609.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -510667.406250 Penalty: 2708.937256
	Iteration 16Q: 3 clusters Score -510667.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -510701.125000 Penalty: 2708.937256
	Iteration 17Q: 3 clusters Score -510701.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -510721.562500 Penalty: 2708.937256
	Iteration 18Q: 3 clusters Score -510721.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -510734.468750 Penalty: 2708.937256
	Iteration 19Q: 3 clusters Score -510734.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -510744.718750 Penalty: 2708.937256
	Iteration 20F: 3 clusters Score -510744.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -510761.531250 Penalty: 2708.937256
	Iteration 21Q: 3 clusters Score -510761.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -510784.343750 Penalty: 2708.937256
	Iteration 22Q: 3 clusters Score -510784.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -510814.031250 Penalty: 2708.937256
	Iteration 23Q: 3 clusters Score -510814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -510844.687500 Penalty: 2708.937256
	Iteration 24Q: 3 clusters Score -510844.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -510875.593750 Penalty: 2708.937256
	Iteration 25Q: 3 clusters Score -510875.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -510910.062500 Penalty: 2708.937256
	Iteration 26Q: 3 clusters Score -510910.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -510948.125000 Penalty: 2708.937256
	Iteration 27Q: 3 clusters Score -510948.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -511000.312500 Penalty: 2708.937256
	Iteration 28Q: 3 clusters Score -511000.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -511048.687500 Penalty: 2708.937256
	Iteration 29Q: 3 clusters Score -511048.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -511085.750000 Penalty: 2708.937256
	Iteration 30Q: 3 clusters Score -511085.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -511111.156250 Penalty: 2708.937256
	Iteration 31Q: 3 clusters Score -511111.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -511136.062500 Penalty: 2708.937256
	Iteration 32Q: 3 clusters Score -511136.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -511152.593750 Penalty: 2708.937256
	Iteration 33Q: 3 clusters Score -511152.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -511157.281250 Penalty: 2708.937256
	Iteration 34Q: 3 clusters Score -511157.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -511160.093750 Penalty: 2708.937256
	Iteration 35Q: 3 clusters Score -511160.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -511162.000000 Penalty: 2708.937256
	Iteration 36Q: 3 clusters Score -511162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -511162.312500 Penalty: 2708.937256
	Iteration 37Q: 3 clusters Score -511162.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -511162.906250 Penalty: 2708.937256
	Iteration 38Q: 3 clusters Score -511162.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -511162.906250 Penalty: 2708.937256
	Iteration 39F: 3 clusters Score -511162.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Entering Unmasked Estep 
Score: -1393535.625000 Penalty: 1529.963013
	Iteration 0F: 2 clusters Score -1393536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1384972.625000 Penalty: 3059.926025
	Iteration 0F: 3 clusters Score -1384973 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1388208.500000 Penalty: 3059.926025
	Iteration 1F: 3 clusters Score -1388208 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1388770.125000 Penalty: 3059.926025
	Iteration 2F: 3 clusters Score -1388770 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1389303.250000 Penalty: 3059.926025
	Iteration 3F: 3 clusters Score -1389303 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1389702.750000 Penalty: 3059.926025
	Iteration 4F: 3 clusters Score -1389703 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1390007.875000 Penalty: 3059.926025
	Iteration 5Q: 3 clusters Score -1390008 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1390230.375000 Penalty: 3059.926025
	Iteration 6Q: 3 clusters Score -1390230 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1390435.250000 Penalty: 3059.926025
	Iteration 7Q: 3 clusters Score -1390435 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1390580.750000 Penalty: 3059.926025
	Iteration 8Q: 3 clusters Score -1390581 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1390676.750000 Penalty: 3059.926025
	Iteration 9Q: 3 clusters Score -1390677 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1390749.875000 Penalty: 3059.926025
	Iteration 10Q: 3 clusters Score -1390750 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1390813.125000 Penalty: 3059.926025
	Iteration 11Q: 3 clusters Score -1390813 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1390869.625000 Penalty: 3059.926025
	Iteration 12Q: 3 clusters Score -1390870 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1390933.625000 Penalty: 3059.926025
	Iteration 13Q: 3 clusters Score -1390934 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1390982.625000 Penalty: 3059.926025
	Iteration 14Q: 3 clusters Score -1390983 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1391022.375000 Penalty: 3059.926025
	Iteration 15Q: 3 clusters Score -1391022 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1391057.125000 Penalty: 3059.926025
	Iteration 16Q: 3 clusters Score -1391057 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1391085.500000 Penalty: 3059.926025
	Iteration 17Q: 3 clusters Score -1391086 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1391122.625000 Penalty: 3059.926025
	Iteration 18Q: 3 clusters Score -1391123 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1391156.500000 Penalty: 3059.926025
	Iteration 19Q: 3 clusters Score -1391156 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1391188.125000 Penalty: 3059.926025
	Iteration 20F: 3 clusters Score -1391188 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1391221.125000 Penalty: 3059.926025
	Iteration 21Q: 3 clusters Score -1391221 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1391250.375000 Penalty: 3059.926025
	Iteration 22Q: 3 clusters Score -1391250 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1391267.125000 Penalty: 3059.926025
	Iteration 23Q: 3 clusters Score -1391267 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1391277.625000 Penalty: 3059.926025
	Iteration 24Q: 3 clusters Score -1391278 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1391284.250000 Penalty: 3059.926025
	Iteration 25Q: 3 clusters Score -1391284 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1391296.000000 Penalty: 3059.926025
	Iteration 26Q: 3 clusters Score -1391296 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1391308.375000 Penalty: 3059.926025
	Iteration 27Q: 3 clusters Score -1391308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1391313.625000 Penalty: 3059.926025
	Iteration 28Q: 3 clusters Score -1391314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1391319.250000 Penalty: 3059.926025
	Iteration 29Q: 3 clusters Score -1391319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1391324.000000 Penalty: 3059.926025
	Iteration 30Q: 3 clusters Score -1391324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1391327.375000 Penalty: 3059.926025
	Iteration 31Q: 3 clusters Score -1391327 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1391331.125000 Penalty: 3059.926025
	Iteration 32Q: 3 clusters Score -1391331 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1391340.875000 Penalty: 3059.926025
	Iteration 33Q: 3 clusters Score -1391341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1391346.625000 Penalty: 3059.926025
	Iteration 34Q: 3 clusters Score -1391347 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1391349.375000 Penalty: 3059.926025
	Iteration 35Q: 3 clusters Score -1391349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1391353.500000 Penalty: 3059.926025
	Iteration 36Q: 3 clusters Score -1391354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1391352.625000 Penalty: 3059.926025
	Iteration 37Q: 3 clusters Score -1391353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1391356.000000 Penalty: 3059.926025
	Iteration 38Q: 3 clusters Score -1391356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1391356.625000 Penalty: 3059.926025
	Iteration 39Q: 3 clusters Score -1391357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1391357.750000 Penalty: 3059.926025
	Iteration 40F: 3 clusters Score -1391358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1391357.250000 Penalty: 3059.926025
	Iteration 41Q: 3 clusters Score -1391357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1391361.000000 Penalty: 3059.926025
	Iteration 42Q: 3 clusters Score -1391361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1391361.000000 Penalty: 3059.926025
	Iteration 43Q: 3 clusters Score -1391361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1391365.000000 Penalty: 3059.926025
	Iteration 44Q: 3 clusters Score -1391365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1391364.250000 Penalty: 3059.926025
	Iteration 45Q: 3 clusters Score -1391364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1391367.250000 Penalty: 3059.926025
	Iteration 46Q: 3 clusters Score -1391367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1391368.250000 Penalty: 3059.926025
	Iteration 47Q: 3 clusters Score -1391368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1391369.500000 Penalty: 3059.926025
	Iteration 48Q: 3 clusters Score -1391370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1391374.125000 Penalty: 3059.926025
	Iteration 49Q: 3 clusters Score -1391374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1391373.000000 Penalty: 3059.926025
	Iteration 50Q: 3 clusters Score -1391373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1391374.375000 Penalty: 3059.926025
	Iteration 51Q: 3 clusters Score -1391374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1391377.625000 Penalty: 3059.926025
	Iteration 52Q: 3 clusters Score -1391378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1391378.500000 Penalty: 3059.926025
	Iteration 53Q: 3 clusters Score -1391378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1391381.000000 Penalty: 3059.926025
	Iteration 54Q: 3 clusters Score -1391381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1391383.250000 Penalty: 3059.926025
	Iteration 55Q: 3 clusters Score -1391383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1391388.875000 Penalty: 3059.926025
	Iteration 56Q: 3 clusters Score -1391389 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1391387.625000 Penalty: 3059.926025
	Iteration 57Q: 3 clusters Score -1391388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1391391.000000 Penalty: 3059.926025
	Iteration 58Q: 3 clusters Score -1391391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1391388.125000 Penalty: 3059.926025
	Iteration 59Q: 3 clusters Score -1391388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1391391.000000 Penalty: 3059.926025
	Iteration 60F: 3 clusters Score -1391391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1391389.625000 Penalty: 3059.926025
	Iteration 61Q: 3 clusters Score -1391390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1391390.750000 Penalty: 3059.926025
	Iteration 62Q: 3 clusters Score -1391391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1391394.625000 Penalty: 3059.926025
	Iteration 63Q: 3 clusters Score -1391395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1391395.500000 Penalty: 3059.926025
	Iteration 64Q: 3 clusters Score -1391396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1391395.500000 Penalty: 3059.926025
	Iteration 65Q: 3 clusters Score -1391396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1391401.125000 Penalty: 3059.926025
	Iteration 66Q: 3 clusters Score -1391401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1391401.500000 Penalty: 3059.926025
	Iteration 67Q: 3 clusters Score -1391402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1391403.000000 Penalty: 3059.926025
	Iteration 68Q: 3 clusters Score -1391403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1391402.750000 Penalty: 3059.926025
	Iteration 69Q: 3 clusters Score -1391403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1391403.375000 Penalty: 3059.926025
	Iteration 70Q: 3 clusters Score -1391403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1391403.625000 Penalty: 3059.926025
	Iteration 71Q: 3 clusters Score -1391404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1391406.500000 Penalty: 3059.926025
	Iteration 72Q: 3 clusters Score -1391406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1391406.125000 Penalty: 3059.926025
	Iteration 73Q: 3 clusters Score -1391406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1391403.500000 Penalty: 3059.926025
	Iteration 74Q: 3 clusters Score -1391404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1391403.375000 Penalty: 3059.926025
	Iteration 75Q: 3 clusters Score -1391403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1391406.125000 Penalty: 3059.926025
	Iteration 76Q: 3 clusters Score -1391406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1391406.250000 Penalty: 3059.926025
	Iteration 77Q: 3 clusters Score -1391406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1391403.000000 Penalty: 3059.926025
	Iteration 78Q: 3 clusters Score -1391403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1391404.125000 Penalty: 3059.926025
	Iteration 79Q: 3 clusters Score -1391404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1391404.125000 Penalty: 3059.926025
	Iteration 80F: 3 clusters Score -1391404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Entering Unmasked Estep 
Score: -775574.875000 Penalty: 1422.166016
	Iteration 0F: 2 clusters Score -775574.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -770736.812500 Penalty: 2844.332031
	Iteration 0F: 3 clusters Score -770736.8 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -772236.625000 Penalty: 2844.332031
	Iteration 1F: 3 clusters Score -772236.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -772473.062500 Penalty: 2844.332031
	Iteration 2F: 3 clusters Score -772473.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -772660.125000 Penalty: 2844.332031
	Iteration 3F: 3 clusters Score -772660.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -772815.875000 Penalty: 2844.332031
	Iteration 4Q: 3 clusters Score -772815.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -772955.875000 Penalty: 2844.332031
	Iteration 5Q: 3 clusters Score -772955.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -773085.375000 Penalty: 2844.332031
	Iteration 6Q: 3 clusters Score -773085.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -773199.250000 Penalty: 2844.332031
	Iteration 7Q: 3 clusters Score -773199.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -773306.812500 Penalty: 2844.332031
	Iteration 8Q: 3 clusters Score -773306.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -773430.625000 Penalty: 2844.332031
	Iteration 9Q: 3 clusters Score -773430.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -773565.375000 Penalty: 2844.332031
	Iteration 10Q: 3 clusters Score -773565.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -773676.687500 Penalty: 2844.332031
	Iteration 11Q: 3 clusters Score -773676.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -773794.500000 Penalty: 2844.332031
	Iteration 12Q: 3 clusters Score -773794.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -773901.250000 Penalty: 2844.332031
	Iteration 13Q: 3 clusters Score -773901.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -774015.500000 Penalty: 2844.332031
	Iteration 14Q: 3 clusters Score -774015.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -774098.125000 Penalty: 2844.332031
	Iteration 15Q: 3 clusters Score -774098.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -774148.125000 Penalty: 2844.332031
	Iteration 16Q: 3 clusters Score -774148.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -774179.312500 Penalty: 2844.332031
	Iteration 17Q: 3 clusters Score -774179.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -774196.875000 Penalty: 2844.332031
	Iteration 18Q: 3 clusters Score -774196.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -774226.937500 Penalty: 2844.332031
	Iteration 19Q: 3 clusters Score -774226.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -774247.312500 Penalty: 2844.332031
	Iteration 20F: 3 clusters Score -774247.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -774266.375000 Penalty: 2844.332031
	Iteration 21Q: 3 clusters Score -774266.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -774276.562500 Penalty: 2844.332031
	Iteration 22Q: 3 clusters Score -774276.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -774289.500000 Penalty: 2844.332031
	Iteration 23Q: 3 clusters Score -774289.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -774294.187500 Penalty: 2844.332031
	Iteration 24Q: 3 clusters Score -774294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -774303.687500 Penalty: 2844.332031
	Iteration 25Q: 3 clusters Score -774303.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -774308.375000 Penalty: 2844.332031
	Iteration 26Q: 3 clusters Score -774308.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -774317.562500 Penalty: 2844.332031
	Iteration 27Q: 3 clusters Score -774317.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -774329.625000 Penalty: 2844.332031
	Iteration 28Q: 3 clusters Score -774329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -774333.312500 Penalty: 2844.332031
	Iteration 29Q: 3 clusters Score -774333.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -774335.812500 Penalty: 2844.332031
	Iteration 30Q: 3 clusters Score -774335.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -774338.062500 Penalty: 2844.332031
	Iteration 31Q: 3 clusters Score -774338.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -774339.937500 Penalty: 2844.332031
	Iteration 32Q: 3 clusters Score -774339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -774340.375000 Penalty: 2844.332031
	Iteration 33Q: 3 clusters Score -774340.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -774340.375000 Penalty: 2844.332031
	Iteration 34F: 3 clusters Score -774340.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -138618.687500 Penalty: 1148.439453
	Iteration 0F: 2 clusters Score -138618.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -137067.812500 Penalty: 2296.878906
	Iteration 0F: 3 clusters Score -137067.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -137358.453125 Penalty: 2296.878906
	Iteration 1F: 3 clusters Score -137358.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137477.265625 Penalty: 2296.878906
	Iteration 2F: 3 clusters Score -137477.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -137575.140625 Penalty: 2296.878906
	Iteration 3F: 3 clusters Score -137575.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -137680.140625 Penalty: 2296.878906
	Iteration 4Q: 3 clusters Score -137680.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -137843.250000 Penalty: 2296.878906
	Iteration 5F: 3 clusters Score -137843.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -138020.828125 Penalty: 2296.878906
	Iteration 6F: 3 clusters Score -138020.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -138146.171875 Penalty: 2296.878906
	Iteration 7F: 3 clusters Score -138146.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138235.656250 Penalty: 2296.878906
	Iteration 8Q: 3 clusters Score -138235.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -138310.875000 Penalty: 2296.878906
	Iteration 9Q: 3 clusters Score -138310.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -138436.640625 Penalty: 2296.878906
	Iteration 10Q: 3 clusters Score -138436.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -138654.500000 Penalty: 2296.878906
	Iteration 11Q: 3 clusters Score -138654.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -139105.718750 Penalty: 2296.878906
	Iteration 12Q: 3 clusters Score -139105.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -139252.234375 Penalty: 2296.878906
	Iteration 13Q: 3 clusters Score -139252.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -139261.015625 Penalty: 2296.878906
	Iteration 14Q: 3 clusters Score -139261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -139261.015625 Penalty: 2296.878906
	Iteration 15F: 3 clusters Score -139261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 69260 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 20146 members 
Mstep: Class 9 contains 75321 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 24761 members 
Mstep: Class 13 contains 28491 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 12273 members 
Mstep: Class 16 contains 6322 members 
Mstep: Class 17 contains 560 members 
Mstep: Class 18 contains 9152 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 43710 members 
Mstep: Class 25 contains 10717 members 
Mstep: Class 26 contains 11806 members 
Mstep: Class 27 contains 6651 members 
Mstep: Class 28 contains 1548 members 
Mstep: Class 29 contains 613 members 
Entering Unmasked Estep 
Score: -48219800.000000 Penalty: 60811.207031
Splitting cluster 17 changes total score from -48219988.000000 to -48219800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (9152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Entering Unmasked Estep 
Score: -1120689.375000 Penalty: 1482.280762
	Iteration 0F: 2 clusters Score -1120689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1114045.375000 Penalty: 2964.561523
	Iteration 0F: 3 clusters Score -1114045 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1116156.750000 Penalty: 2964.561523
	Iteration 1F: 3 clusters Score -1116157 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1116386.750000 Penalty: 2964.561523
	Iteration 2F: 3 clusters Score -1116387 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1116577.125000 Penalty: 2964.561523
	Iteration 3Q: 3 clusters Score -1116577 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1116760.125000 Penalty: 2964.561523
	Iteration 4Q: 3 clusters Score -1116760 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1116973.875000 Penalty: 2964.561523
	Iteration 5Q: 3 clusters Score -1116974 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1117214.875000 Penalty: 2964.561523
	Iteration 6Q: 3 clusters Score -1117215 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1117467.000000 Penalty: 2964.561523
	Iteration 7Q: 3 clusters Score -1117467 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1117718.625000 Penalty: 2964.561523
	Iteration 8Q: 3 clusters Score -1117719 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1117952.750000 Penalty: 2964.561523
	Iteration 9Q: 3 clusters Score -1117953 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1118173.125000 Penalty: 2964.561523
	Iteration 10Q: 3 clusters Score -1118173 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1118385.500000 Penalty: 2964.561523
	Iteration 11Q: 3 clusters Score -1118386 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1118530.125000 Penalty: 2964.561523
	Iteration 12Q: 3 clusters Score -1118530 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1118622.125000 Penalty: 2964.561523
	Iteration 13Q: 3 clusters Score -1118622 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1118689.625000 Penalty: 2964.561523
	Iteration 14Q: 3 clusters Score -1118690 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1118736.500000 Penalty: 2964.561523
	Iteration 15Q: 3 clusters Score -1118736 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1118764.375000 Penalty: 2964.561523
	Iteration 16Q: 3 clusters Score -1118764 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1118788.750000 Penalty: 2964.561523
	Iteration 17Q: 3 clusters Score -1118789 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1118810.375000 Penalty: 2964.561523
	Iteration 18Q: 3 clusters Score -1118810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1118829.000000 Penalty: 2964.561523
	Iteration 19Q: 3 clusters Score -1118829 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1118846.750000 Penalty: 2964.561523
	Iteration 20F: 3 clusters Score -1118847 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1118866.250000 Penalty: 2964.561523
	Iteration 21Q: 3 clusters Score -1118866 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1118892.125000 Penalty: 2964.561523
	Iteration 22Q: 3 clusters Score -1118892 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1118922.500000 Penalty: 2964.561523
	Iteration 23Q: 3 clusters Score -1118922 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1118966.250000 Penalty: 2964.561523
	Iteration 24Q: 3 clusters Score -1118966 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1119009.875000 Penalty: 2964.561523
	Iteration 25Q: 3 clusters Score -1119010 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1119078.500000 Penalty: 2964.561523
	Iteration 26Q: 3 clusters Score -1119078 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1119163.500000 Penalty: 2964.561523
	Iteration 27Q: 3 clusters Score -1119164 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1119254.000000 Penalty: 2964.561523
	Iteration 28Q: 3 clusters Score -1119254 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1119328.750000 Penalty: 2964.561523
	Iteration 29Q: 3 clusters Score -1119329 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1119377.500000 Penalty: 2964.561523
	Iteration 30Q: 3 clusters Score -1119378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1119418.625000 Penalty: 2964.561523
	Iteration 31Q: 3 clusters Score -1119419 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1119448.625000 Penalty: 2964.561523
	Iteration 32Q: 3 clusters Score -1119449 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1119478.250000 Penalty: 2964.561523
	Iteration 33Q: 3 clusters Score -1119478 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1119505.000000 Penalty: 2964.561523
	Iteration 34Q: 3 clusters Score -1119505 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1119529.125000 Penalty: 2964.561523
	Iteration 35Q: 3 clusters Score -1119529 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1119553.750000 Penalty: 2964.561523
	Iteration 36Q: 3 clusters Score -1119554 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1119573.000000 Penalty: 2964.561523
	Iteration 37Q: 3 clusters Score -1119573 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1119589.125000 Penalty: 2964.561523
	Iteration 38Q: 3 clusters Score -1119589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1119604.500000 Penalty: 2964.561523
	Iteration 39Q: 3 clusters Score -1119604 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1119616.875000 Penalty: 2964.561523
	Iteration 40F: 3 clusters Score -1119617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1119630.000000 Penalty: 2964.561523
	Iteration 41Q: 3 clusters Score -1119630 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1119646.250000 Penalty: 2964.561523
	Iteration 42Q: 3 clusters Score -1119646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1119659.375000 Penalty: 2964.561523
	Iteration 43Q: 3 clusters Score -1119659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1119672.875000 Penalty: 2964.561523
	Iteration 44Q: 3 clusters Score -1119673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1119683.375000 Penalty: 2964.561523
	Iteration 45Q: 3 clusters Score -1119683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1119688.625000 Penalty: 2964.561523
	Iteration 46Q: 3 clusters Score -1119689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1119693.500000 Penalty: 2964.561523
	Iteration 47Q: 3 clusters Score -1119694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1119700.625000 Penalty: 2964.561523
	Iteration 48Q: 3 clusters Score -1119701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1119701.000000 Penalty: 2964.561523
	Iteration 49Q: 3 clusters Score -1119701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1119704.250000 Penalty: 2964.561523
	Iteration 50Q: 3 clusters Score -1119704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1119702.250000 Penalty: 2964.561523
	Iteration 51Q: 3 clusters Score -1119702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1119703.375000 Penalty: 2964.561523
	Iteration 52Q: 3 clusters Score -1119703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1119705.875000 Penalty: 2964.561523
	Iteration 53Q: 3 clusters Score -1119706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1119707.875000 Penalty: 2964.561523
	Iteration 54Q: 3 clusters Score -1119708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1119708.125000 Penalty: 2964.561523
	Iteration 55Q: 3 clusters Score -1119708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1119710.125000 Penalty: 2964.561523
	Iteration 56Q: 3 clusters Score -1119710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1119711.750000 Penalty: 2964.561523
	Iteration 57Q: 3 clusters Score -1119712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1119711.750000 Penalty: 2964.561523
	Iteration 58F: 3 clusters Score -1119712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Entering Unmasked Estep 
Score: -1796067.000000 Penalty: 1554.597778
	Iteration 0F: 2 clusters Score -1796067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1786168.375000 Penalty: 3109.195557
	Iteration 0F: 3 clusters Score -1786168 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1789494.125000 Penalty: 3109.195557
	Iteration 1F: 3 clusters Score -1789494 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1789825.500000 Penalty: 3109.195557
	Iteration 2F: 3 clusters Score -1789826 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1790181.250000 Penalty: 3109.195557
	Iteration 3F: 3 clusters Score -1790181 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1790636.375000 Penalty: 3109.195557
	Iteration 4F: 3 clusters Score -1790636 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1791302.125000 Penalty: 3109.195557
	Iteration 5F: 3 clusters Score -1791302 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1792150.500000 Penalty: 3109.195557
	Iteration 6F: 3 clusters Score -1792150 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1793096.125000 Penalty: 3109.195557
	Iteration 7F: 3 clusters Score -1793096 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1793848.250000 Penalty: 3109.195557
	Iteration 8F: 3 clusters Score -1793848 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1794318.125000 Penalty: 3109.195557
	Iteration 9Q: 3 clusters Score -1794318 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1794534.000000 Penalty: 3109.195557
	Iteration 10Q: 3 clusters Score -1794534 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1794636.750000 Penalty: 3109.195557
	Iteration 11Q: 3 clusters Score -1794637 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1794679.125000 Penalty: 3109.195557
	Iteration 12Q: 3 clusters Score -1794679 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1794707.125000 Penalty: 3109.195557
	Iteration 13Q: 3 clusters Score -1794707 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1794719.000000 Penalty: 3109.195557
	Iteration 14Q: 3 clusters Score -1794719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1794719.750000 Penalty: 3109.195557
	Iteration 15Q: 3 clusters Score -1794720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1794726.125000 Penalty: 3109.195557
	Iteration 16Q: 3 clusters Score -1794726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1794730.000000 Penalty: 3109.195557
	Iteration 17Q: 3 clusters Score -1794730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1794733.250000 Penalty: 3109.195557
	Iteration 18Q: 3 clusters Score -1794733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1794735.500000 Penalty: 3109.195557
	Iteration 19Q: 3 clusters Score -1794736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1794740.375000 Penalty: 3109.195557
	Iteration 20F: 3 clusters Score -1794740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1794743.500000 Penalty: 3109.195557
	Iteration 21Q: 3 clusters Score -1794744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1794750.250000 Penalty: 3109.195557
	Iteration 22Q: 3 clusters Score -1794750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1794756.875000 Penalty: 3109.195557
	Iteration 23Q: 3 clusters Score -1794757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1794761.125000 Penalty: 3109.195557
	Iteration 24Q: 3 clusters Score -1794761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1794762.625000 Penalty: 3109.195557
	Iteration 25Q: 3 clusters Score -1794763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1794766.125000 Penalty: 3109.195557
	Iteration 26Q: 3 clusters Score -1794766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1794767.125000 Penalty: 3109.195557
	Iteration 27Q: 3 clusters Score -1794767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1794771.250000 Penalty: 3109.195557
	Iteration 28Q: 3 clusters Score -1794771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1794776.375000 Penalty: 3109.195557
	Iteration 29Q: 3 clusters Score -1794776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1794778.875000 Penalty: 3109.195557
	Iteration 30Q: 3 clusters Score -1794779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1794780.375000 Penalty: 3109.195557
	Iteration 31Q: 3 clusters Score -1794780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1794784.250000 Penalty: 3109.195557
	Iteration 32Q: 3 clusters Score -1794784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1794785.250000 Penalty: 3109.195557
	Iteration 33Q: 3 clusters Score -1794785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1794785.250000 Penalty: 3109.195557
	Iteration 34F: 3 clusters Score -1794785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -384160.468750 Penalty: 1310.962769
	Iteration 0F: 2 clusters Score -384160.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -381345.687500 Penalty: 2621.925537
	Iteration 0F: 3 clusters Score -381345.7 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -382173.937500 Penalty: 2621.925537
	Iteration 1F: 3 clusters Score -382173.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -382437.500000 Penalty: 2621.925537
	Iteration 2F: 3 clusters Score -382437.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -382624.500000 Penalty: 2621.925537
	Iteration 3F: 3 clusters Score -382624.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -382791.062500 Penalty: 2621.925537
	Iteration 4F: 3 clusters Score -382791.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -382954.468750 Penalty: 2621.925537
	Iteration 5Q: 3 clusters Score -382954.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -383146.343750 Penalty: 2621.925537
	Iteration 6Q: 3 clusters Score -383146.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -383423.281250 Penalty: 2621.925537
	Iteration 7Q: 3 clusters Score -383423.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -383829.812500 Penalty: 2621.925537
	Iteration 8Q: 3 clusters Score -383829.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -384124.781250 Penalty: 2621.925537
	Iteration 9Q: 3 clusters Score -384124.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -384211.125000 Penalty: 2621.925537
	Iteration 10Q: 3 clusters Score -384211.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -384232.500000 Penalty: 2621.925537
	Iteration 11Q: 3 clusters Score -384232.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -384244.906250 Penalty: 2621.925537
	Iteration 12Q: 3 clusters Score -384244.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -384249.187500 Penalty: 2621.925537
	Iteration 13Q: 3 clusters Score -384249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -384254.781250 Penalty: 2621.925537
	Iteration 14Q: 3 clusters Score -384254.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -384258.218750 Penalty: 2621.925537
	Iteration 15Q: 3 clusters Score -384258.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -384262.343750 Penalty: 2621.925537
	Iteration 16Q: 3 clusters Score -384262.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -384268.343750 Penalty: 2621.925537
	Iteration 17Q: 3 clusters Score -384268.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -384270.593750 Penalty: 2621.925537
	Iteration 18Q: 3 clusters Score -384270.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -384270.593750 Penalty: 2621.925537
	Iteration 19F: 3 clusters Score -384270.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 69260 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 20146 members 
Mstep: Class 9 contains 75321 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 24761 members 
Mstep: Class 13 contains 28491 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 12273 members 
Mstep: Class 16 contains 6322 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 9152 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 1092 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 8219 members 
Mstep: Class 24 contains 43710 members 
Mstep: Class 25 contains 10717 members 
Mstep: Class 26 contains 11806 members 
Mstep: Class 27 contains 6651 members 
Mstep: Class 28 contains 1548 members 
Mstep: Class 29 contains 2097 members 
Entering Unmasked Estep 
Score: -48219480.000000 Penalty: 60811.207031
Splitting cluster 20 changes total score from -48219988.000000 to -48219480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (3038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Entering Unmasked Estep 
Score: -375318.156250 Penalty: 1303.080078
	Iteration 0F: 2 clusters Score -375318.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -372596.531250 Penalty: 2606.160156
	Iteration 0F: 3 clusters Score -372596.5 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -373267.843750 Penalty: 2606.160156
	Iteration 1F: 3 clusters Score -373267.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -373410.343750 Penalty: 2606.160156
	Iteration 2F: 3 clusters Score -373410.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -373485.343750 Penalty: 2606.160156
	Iteration 3Q: 3 clusters Score -373485.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -373539.656250 Penalty: 2606.160156
	Iteration 4Q: 3 clusters Score -373539.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -373591.468750 Penalty: 2606.160156
	Iteration 5Q: 3 clusters Score -373591.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -373631.562500 Penalty: 2606.160156
	Iteration 6Q: 3 clusters Score -373631.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -373666.656250 Penalty: 2606.160156
	Iteration 7Q: 3 clusters Score -373666.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -373699.531250 Penalty: 2606.160156
	Iteration 8Q: 3 clusters Score -373699.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -373725.562500 Penalty: 2606.160156
	Iteration 9Q: 3 clusters Score -373725.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -373745.031250 Penalty: 2606.160156
	Iteration 10Q: 3 clusters Score -373745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -373754.343750 Penalty: 2606.160156
	Iteration 11Q: 3 clusters Score -373754.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -373766.031250 Penalty: 2606.160156
	Iteration 12Q: 3 clusters Score -373766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -373773.250000 Penalty: 2606.160156
	Iteration 13Q: 3 clusters Score -373773.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -373778.625000 Penalty: 2606.160156
	Iteration 14Q: 3 clusters Score -373778.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -373779.718750 Penalty: 2606.160156
	Iteration 15Q: 3 clusters Score -373779.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -373781.906250 Penalty: 2606.160156
	Iteration 16Q: 3 clusters Score -373781.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -373784.125000 Penalty: 2606.160156
	Iteration 17Q: 3 clusters Score -373784.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -373786.250000 Penalty: 2606.160156
	Iteration 18Q: 3 clusters Score -373786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -373786.156250 Penalty: 2606.160156
	Iteration 19Q: 3 clusters Score -373786.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -373787.343750 Penalty: 2606.160156
	Iteration 20F: 3 clusters Score -373787.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -373788.718750 Penalty: 2606.160156
	Iteration 21Q: 3 clusters Score -373788.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -373788.968750 Penalty: 2606.160156
	Iteration 22Q: 3 clusters Score -373789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -373789.750000 Penalty: 2606.160156
	Iteration 23Q: 3 clusters Score -373789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -373790.562500 Penalty: 2606.160156
	Iteration 24Q: 3 clusters Score -373790.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -373792.812500 Penalty: 2606.160156
	Iteration 25Q: 3 clusters Score -373792.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -373795.906250 Penalty: 2606.160156
	Iteration 26Q: 3 clusters Score -373795.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -373797.250000 Penalty: 2606.160156
	Iteration 27Q: 3 clusters Score -373797.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -373798.843750 Penalty: 2606.160156
	Iteration 28Q: 3 clusters Score -373798.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -373799.156250 Penalty: 2606.160156
	Iteration 29Q: 3 clusters Score -373799.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -373799.562500 Penalty: 2606.160156
	Iteration 30Q: 3 clusters Score -373799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -373800.625000 Penalty: 2606.160156
	Iteration 31Q: 3 clusters Score -373800.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -373800.781250 Penalty: 2606.160156
	Iteration 32Q: 3 clusters Score -373800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -373801.218750 Penalty: 2606.160156
	Iteration 33Q: 3 clusters Score -373801.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -373801.343750 Penalty: 2606.160156
	Iteration 34Q: 3 clusters Score -373801.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -373801.593750 Penalty: 2606.160156
	Iteration 35Q: 3 clusters Score -373801.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -373801.437500 Penalty: 2606.160156
	Iteration 36Q: 3 clusters Score -373801.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -373801.437500 Penalty: 2606.160156
	Iteration 37F: 3 clusters Score -373801.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Entering Unmasked Estep 
Score: -613110.500000 Penalty: 1381.983276
	Iteration 0F: 2 clusters Score -613110.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -609161.062500 Penalty: 2763.966553
	Iteration 0F: 3 clusters Score -609161.1 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -610171.062500 Penalty: 2763.966553
	Iteration 1F: 3 clusters Score -610171.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -610350.687500 Penalty: 2763.966553
	Iteration 2F: 3 clusters Score -610350.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -610477.625000 Penalty: 2763.966553
	Iteration 3F: 3 clusters Score -610477.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -610577.625000 Penalty: 2763.966553
	Iteration 4Q: 3 clusters Score -610577.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -610644.937500 Penalty: 2763.966553
	Iteration 5Q: 3 clusters Score -610644.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -610711.125000 Penalty: 2763.966553
	Iteration 6Q: 3 clusters Score -610711.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -610778.062500 Penalty: 2763.966553
	Iteration 7Q: 3 clusters Score -610778.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -610842.875000 Penalty: 2763.966553
	Iteration 8Q: 3 clusters Score -610842.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -610905.625000 Penalty: 2763.966553
	Iteration 9Q: 3 clusters Score -610905.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -610965.437500 Penalty: 2763.966553
	Iteration 10Q: 3 clusters Score -610965.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -611036.687500 Penalty: 2763.966553
	Iteration 11Q: 3 clusters Score -611036.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -611101.375000 Penalty: 2763.966553
	Iteration 12Q: 3 clusters Score -611101.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -611159.875000 Penalty: 2763.966553
	Iteration 13Q: 3 clusters Score -611159.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -611214.312500 Penalty: 2763.966553
	Iteration 14Q: 3 clusters Score -611214.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -611280.875000 Penalty: 2763.966553
	Iteration 15Q: 3 clusters Score -611280.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -611347.750000 Penalty: 2763.966553
	Iteration 16Q: 3 clusters Score -611347.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -611418.375000 Penalty: 2763.966553
	Iteration 17Q: 3 clusters Score -611418.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -611491.812500 Penalty: 2763.966553
	Iteration 18Q: 3 clusters Score -611491.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -611553.250000 Penalty: 2763.966553
	Iteration 19Q: 3 clusters Score -611553.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -611607.062500 Penalty: 2763.966553
	Iteration 20F: 3 clusters Score -611607.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -611647.250000 Penalty: 2763.966553
	Iteration 21Q: 3 clusters Score -611647.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -611682.437500 Penalty: 2763.966553
	Iteration 22Q: 3 clusters Score -611682.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -611717.875000 Penalty: 2763.966553
	Iteration 23Q: 3 clusters Score -611717.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -611746.625000 Penalty: 2763.966553
	Iteration 24Q: 3 clusters Score -611746.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -611762.312500 Penalty: 2763.966553
	Iteration 25Q: 3 clusters Score -611762.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -611777.000000 Penalty: 2763.966553
	Iteration 26Q: 3 clusters Score -611777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -611795.375000 Penalty: 2763.966553
	Iteration 27Q: 3 clusters Score -611795.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -611810.062500 Penalty: 2763.966553
	Iteration 28Q: 3 clusters Score -611810.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -611825.062500 Penalty: 2763.966553
	Iteration 29Q: 3 clusters Score -611825.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -611835.687500 Penalty: 2763.966553
	Iteration 30Q: 3 clusters Score -611835.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -611842.312500 Penalty: 2763.966553
	Iteration 31Q: 3 clusters Score -611842.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -611851.562500 Penalty: 2763.966553
	Iteration 32Q: 3 clusters Score -611851.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -611857.062500 Penalty: 2763.966553
	Iteration 33Q: 3 clusters Score -611857.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -611862.562500 Penalty: 2763.966553
	Iteration 34Q: 3 clusters Score -611862.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -611868.625000 Penalty: 2763.966553
	Iteration 35Q: 3 clusters Score -611868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -611871.625000 Penalty: 2763.966553
	Iteration 36Q: 3 clusters Score -611871.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -611871.875000 Penalty: 2763.966553
	Iteration 37Q: 3 clusters Score -611871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -611874.687500 Penalty: 2763.966553
	Iteration 38Q: 3 clusters Score -611874.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -611877.187500 Penalty: 2763.966553
	Iteration 39Q: 3 clusters Score -611877.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -611879.250000 Penalty: 2763.966553
	Iteration 40F: 3 clusters Score -611879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -611881.062500 Penalty: 2763.966553
	Iteration 41Q: 3 clusters Score -611881.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -611881.062500 Penalty: 2763.966553
	Iteration 42F: 3 clusters Score -611881.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Entering Unmasked Estep 
Score: -989401.187500 Penalty: 1464.808105
	Iteration 0F: 2 clusters Score -989401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -983381.000000 Penalty: 2929.616211
	Iteration 0F: 3 clusters Score -983381 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -985421.875000 Penalty: 2929.616211
	Iteration 1F: 3 clusters Score -985421.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -985919.875000 Penalty: 2929.616211
	Iteration 2F: 3 clusters Score -985919.9 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -986521.812500 Penalty: 2929.616211
	Iteration 3F: 3 clusters Score -986521.8 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -987291.062500 Penalty: 2929.616211
	Iteration 4F: 3 clusters Score -987291.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -988111.437500 Penalty: 2929.616211
	Iteration 5F: 3 clusters Score -988111.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -988766.187500 Penalty: 2929.616211
	Iteration 6F: 3 clusters Score -988766.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -989269.312500 Penalty: 2929.616211
	Iteration 7F: 3 clusters Score -989269.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -989579.812500 Penalty: 2929.616211
	Iteration 8Q: 3 clusters Score -989579.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -989757.625000 Penalty: 2929.616211
	Iteration 9Q: 3 clusters Score -989757.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -989871.250000 Penalty: 2929.616211
	Iteration 10Q: 3 clusters Score -989871.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -989957.500000 Penalty: 2929.616211
	Iteration 11Q: 3 clusters Score -989957.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -990013.812500 Penalty: 2929.616211
	Iteration 12Q: 3 clusters Score -990013.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -990055.250000 Penalty: 2929.616211
	Iteration 13Q: 3 clusters Score -990055.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -990086.250000 Penalty: 2929.616211
	Iteration 14Q: 3 clusters Score -990086.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -990111.937500 Penalty: 2929.616211
	Iteration 15Q: 3 clusters Score -990111.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -990142.250000 Penalty: 2929.616211
	Iteration 16Q: 3 clusters Score -990142.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -990165.875000 Penalty: 2929.616211
	Iteration 17Q: 3 clusters Score -990165.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -990185.000000 Penalty: 2929.616211
	Iteration 18Q: 3 clusters Score -990185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -990206.812500 Penalty: 2929.616211
	Iteration 19Q: 3 clusters Score -990206.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -990236.625000 Penalty: 2929.616211
	Iteration 20F: 3 clusters Score -990236.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -990260.500000 Penalty: 2929.616211
	Iteration 21Q: 3 clusters Score -990260.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -990280.437500 Penalty: 2929.616211
	Iteration 22Q: 3 clusters Score -990280.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -990292.687500 Penalty: 2929.616211
	Iteration 23Q: 3 clusters Score -990292.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -990303.312500 Penalty: 2929.616211
	Iteration 24Q: 3 clusters Score -990303.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -990313.000000 Penalty: 2929.616211
	Iteration 25Q: 3 clusters Score -990313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -990323.500000 Penalty: 2929.616211
	Iteration 26Q: 3 clusters Score -990323.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -990330.875000 Penalty: 2929.616211
	Iteration 27Q: 3 clusters Score -990330.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -990348.375000 Penalty: 2929.616211
	Iteration 28Q: 3 clusters Score -990348.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -990365.937500 Penalty: 2929.616211
	Iteration 29Q: 3 clusters Score -990365.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -990392.812500 Penalty: 2929.616211
	Iteration 30Q: 3 clusters Score -990392.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -990420.375000 Penalty: 2929.616211
	Iteration 31Q: 3 clusters Score -990420.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -990440.750000 Penalty: 2929.616211
	Iteration 32Q: 3 clusters Score -990440.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -990447.687500 Penalty: 2929.616211
	Iteration 33Q: 3 clusters Score -990447.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -990452.125000 Penalty: 2929.616211
	Iteration 34Q: 3 clusters Score -990452.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -990455.937500 Penalty: 2929.616211
	Iteration 35Q: 3 clusters Score -990455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -990454.187500 Penalty: 2929.616211
	Iteration 36Q: 3 clusters Score -990454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -990453.875000 Penalty: 2929.616211
	Iteration 37Q: 3 clusters Score -990453.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -990453.875000 Penalty: 2929.616211
	Iteration 38F: 3 clusters Score -990453.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 69260 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 20146 members 
Mstep: Class 9 contains 75321 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 24761 members 
Mstep: Class 13 contains 28491 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 12273 members 
Mstep: Class 16 contains 6322 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 9152 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 43710 members 
Mstep: Class 25 contains 10717 members 
Mstep: Class 26 contains 11806 members 
Mstep: Class 27 contains 6651 members 
Mstep: Class 28 contains 1548 members 
Mstep: Class 29 contains 2292 members 
Entering Unmasked Estep 
Score: -48220504.000000 Penalty: 60811.207031
Splitting cluster 23 changes total score from -48219988.000000 to -48220504.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 24 (43710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Entering Unmasked Estep 
Score: -5357974.500000 Penalty: 1736.366455
	Iteration 0F: 2 clusters Score -5357974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -5328618.500000 Penalty: 3472.732910
	Iteration 0F: 3 clusters Score -5328618 nChanged 20418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -5340382.000000 Penalty: 3472.732910
	Iteration 1F: 3 clusters Score -5340382 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -5341227.000000 Penalty: 3472.732910
	Iteration 2Q: 3 clusters Score -5341227 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -5342378.000000 Penalty: 3472.732910
	Iteration 3Q: 3 clusters Score -5342378 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -5343772.500000 Penalty: 3472.732910
	Iteration 4F: 3 clusters Score -5343772 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -5345260.000000 Penalty: 3472.732910
	Iteration 5F: 3 clusters Score -5345260 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -5346891.500000 Penalty: 3472.732910
	Iteration 6F: 3 clusters Score -5346892 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -5348629.000000 Penalty: 3472.732910
	Iteration 7F: 3 clusters Score -5348629 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -5350516.000000 Penalty: 3472.732910
	Iteration 8F: 3 clusters Score -5350516 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -5352720.000000 Penalty: 3472.732910
	Iteration 9F: 3 clusters Score -5352720 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5354937.000000 Penalty: 3472.732910
	Iteration 10F: 3 clusters Score -5354937 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -5357035.500000 Penalty: 3472.732910
	Iteration 11Q: 3 clusters Score -5357036 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -5358394.000000 Penalty: 3472.732910
	Iteration 12Q: 3 clusters Score -5358394 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -5359072.500000 Penalty: 3472.732910
	Iteration 13Q: 3 clusters Score -5359072 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -5359337.000000 Penalty: 3472.732910
	Iteration 14Q: 3 clusters Score -5359337 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -5359456.000000 Penalty: 3472.732910
	Iteration 15Q: 3 clusters Score -5359456 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -5359505.000000 Penalty: 3472.732910
	Iteration 16Q: 3 clusters Score -5359505 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -5359515.500000 Penalty: 3472.732910
	Iteration 17Q: 3 clusters Score -5359516 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -5359519.500000 Penalty: 3472.732910
	Iteration 18Q: 3 clusters Score -5359520 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -5359525.000000 Penalty: 3472.732910
	Iteration 19Q: 3 clusters Score -5359525 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -5359521.000000 Penalty: 3472.732910
	Iteration 20F: 3 clusters Score -5359521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -5359528.000000 Penalty: 3472.732910
	Iteration 21Q: 3 clusters Score -5359528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -5359527.000000 Penalty: 3472.732910
	Iteration 22Q: 3 clusters Score -5359527 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -5359539.000000 Penalty: 3472.732910
	Iteration 23Q: 3 clusters Score -5359539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -5359533.000000 Penalty: 3472.732910
	Iteration 24Q: 3 clusters Score -5359533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -5359537.500000 Penalty: 3472.732910
	Iteration 25Q: 3 clusters Score -5359538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -5359543.000000 Penalty: 3472.732910
	Iteration 26Q: 3 clusters Score -5359543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -5359544.000000 Penalty: 3472.732910
	Iteration 27Q: 3 clusters Score -5359544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 24332 members 
Entering Unmasked Estep 
Score: -5359541.500000 Penalty: 3472.732910
	Iteration 28Q: 3 clusters Score -5359542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -5359539.000000 Penalty: 3472.732910
	Iteration 29Q: 3 clusters Score -5359539 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -5359543.500000 Penalty: 3472.732910
	Iteration 30Q: 3 clusters Score -5359544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -5359549.000000 Penalty: 3472.732910
	Iteration 31Q: 3 clusters Score -5359549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -5359555.500000 Penalty: 3472.732910
	Iteration 32Q: 3 clusters Score -5359556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -5359557.500000 Penalty: 3472.732910
	Iteration 33Q: 3 clusters Score -5359558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -5359566.000000 Penalty: 3472.732910
	Iteration 34Q: 3 clusters Score -5359566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -5359561.000000 Penalty: 3472.732910
	Iteration 35Q: 3 clusters Score -5359561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 24459 members 
Entering Unmasked Estep 
Score: -5359553.000000 Penalty: 3472.732910
	Iteration 36Q: 3 clusters Score -5359553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -5359546.000000 Penalty: 3472.732910
	Iteration 37Q: 3 clusters Score -5359546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -5359544.000000 Penalty: 3472.732910
	Iteration 38Q: 3 clusters Score -5359544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -5359543.000000 Penalty: 3472.732910
	Iteration 39Q: 3 clusters Score -5359543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -5359545.000000 Penalty: 3472.732910
	Iteration 40F: 3 clusters Score -5359545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -5359544.500000 Penalty: 3472.732910
	Iteration 41Q: 3 clusters Score -5359544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -5359553.000000 Penalty: 3472.732910
	Iteration 42Q: 3 clusters Score -5359553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -5359549.500000 Penalty: 3472.732910
	Iteration 43Q: 3 clusters Score -5359550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -5359549.500000 Penalty: 3472.732910
	Iteration 44Q: 3 clusters Score -5359550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -5359544.500000 Penalty: 3472.732910
	Iteration 45Q: 3 clusters Score -5359544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -5359548.000000 Penalty: 3472.732910
	Iteration 46Q: 3 clusters Score -5359548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -5359545.500000 Penalty: 3472.732910
	Iteration 47Q: 3 clusters Score -5359546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5359544.000000 Penalty: 3472.732910
	Iteration 48Q: 3 clusters Score -5359544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -5359544.000000 Penalty: 3472.732910
	Iteration 49Q: 3 clusters Score -5359544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -5359545.500000 Penalty: 3472.732910
	Iteration 50Q: 3 clusters Score -5359546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -5359545.500000 Penalty: 3472.732910
	Iteration 51Q: 3 clusters Score -5359546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -5359538.000000 Penalty: 3472.732910
	Iteration 52Q: 3 clusters Score -5359538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -5359536.500000 Penalty: 3472.732910
	Iteration 53Q: 3 clusters Score -5359536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -5359542.500000 Penalty: 3472.732910
	Iteration 54Q: 3 clusters Score -5359542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -5359545.500000 Penalty: 3472.732910
	Iteration 55Q: 3 clusters Score -5359546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -5359547.000000 Penalty: 3472.732910
	Iteration 56Q: 3 clusters Score -5359547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -5359548.000000 Penalty: 3472.732910
	Iteration 57Q: 3 clusters Score -5359548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -5359556.500000 Penalty: 3472.732910
	Iteration 58Q: 3 clusters Score -5359556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -5359553.000000 Penalty: 3472.732910
	Iteration 59Q: 3 clusters Score -5359553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -5359555.000000 Penalty: 3472.732910
	Iteration 60F: 3 clusters Score -5359555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -5359560.500000 Penalty: 3472.732910
	Iteration 61Q: 3 clusters Score -5359560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -5359558.500000 Penalty: 3472.732910
	Iteration 62Q: 3 clusters Score -5359558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -5359554.500000 Penalty: 3472.732910
	Iteration 63Q: 3 clusters Score -5359554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -5359552.500000 Penalty: 3472.732910
	Iteration 64Q: 3 clusters Score -5359552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -5359546.500000 Penalty: 3472.732910
	Iteration 65Q: 3 clusters Score -5359546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -5359543.000000 Penalty: 3472.732910
	Iteration 66Q: 3 clusters Score -5359543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -5359554.500000 Penalty: 3472.732910
	Iteration 67Q: 3 clusters Score -5359554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -5359547.000000 Penalty: 3472.732910
	Iteration 68Q: 3 clusters Score -5359547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -5359547.000000 Penalty: 3472.732910
	Iteration 69Q: 3 clusters Score -5359547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -5359550.000000 Penalty: 3472.732910
	Iteration 70Q: 3 clusters Score -5359550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -5359549.000000 Penalty: 3472.732910
	Iteration 71Q: 3 clusters Score -5359549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -5359550.000000 Penalty: 3472.732910
	Iteration 72Q: 3 clusters Score -5359550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -5359554.500000 Penalty: 3472.732910
	Iteration 73Q: 3 clusters Score -5359554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -5359552.000000 Penalty: 3472.732910
	Iteration 74Q: 3 clusters Score -5359552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -5359555.500000 Penalty: 3472.732910
	Iteration 75Q: 3 clusters Score -5359556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -5359553.500000 Penalty: 3472.732910
	Iteration 76Q: 3 clusters Score -5359554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -5359543.000000 Penalty: 3472.732910
	Iteration 77Q: 3 clusters Score -5359543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -5359542.500000 Penalty: 3472.732910
	Iteration 78Q: 3 clusters Score -5359542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -5359544.500000 Penalty: 3472.732910
	Iteration 79Q: 3 clusters Score -5359544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -5359544.500000 Penalty: 3472.732910
	Iteration 80F: 3 clusters Score -5359544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 69260 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 20146 members 
Mstep: Class 9 contains 75321 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 24761 members 
Mstep: Class 13 contains 28491 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 12273 members 
Mstep: Class 16 contains 6322 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 9152 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 18964 members 
Mstep: Class 25 contains 10717 members 
Mstep: Class 26 contains 11806 members 
Mstep: Class 27 contains 6651 members 
Mstep: Class 28 contains 1548 members 
Mstep: Class 29 contains 2292 members 
Mstep: Class 30 contains 24746 members 
Entering Unmasked Estep 
Score: -48221660.000000 Penalty: 62908.144531
Splitting cluster 24 changes total score from -48219988.000000 to -48221660.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 25 (10717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Entering Unmasked Estep 
Score: -1307573.375000 Penalty: 1507.932861
	Iteration 0F: 2 clusters Score -1307573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1299982.000000 Penalty: 3015.865723
	Iteration 0F: 3 clusters Score -1299982 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1303006.375000 Penalty: 3015.865723
	Iteration 1F: 3 clusters Score -1303006 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1304231.625000 Penalty: 3015.865723
	Iteration 2F: 3 clusters Score -1304232 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1305900.625000 Penalty: 3015.865723
	Iteration 3F: 3 clusters Score -1305901 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1307035.125000 Penalty: 3015.865723
	Iteration 4F: 3 clusters Score -1307035 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1307671.375000 Penalty: 3015.865723
	Iteration 5F: 3 clusters Score -1307671 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1308087.875000 Penalty: 3015.865723
	Iteration 6Q: 3 clusters Score -1308088 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1308352.875000 Penalty: 3015.865723
	Iteration 7Q: 3 clusters Score -1308353 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1308537.750000 Penalty: 3015.865723
	Iteration 8Q: 3 clusters Score -1308538 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1308668.375000 Penalty: 3015.865723
	Iteration 9Q: 3 clusters Score -1308668 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1308763.500000 Penalty: 3015.865723
	Iteration 10Q: 3 clusters Score -1308764 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1308848.750000 Penalty: 3015.865723
	Iteration 11Q: 3 clusters Score -1308849 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1308933.500000 Penalty: 3015.865723
	Iteration 12Q: 3 clusters Score -1308934 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1309005.375000 Penalty: 3015.865723
	Iteration 13Q: 3 clusters Score -1309005 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1309050.625000 Penalty: 3015.865723
	Iteration 14Q: 3 clusters Score -1309051 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1309081.375000 Penalty: 3015.865723
	Iteration 15Q: 3 clusters Score -1309081 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1309099.625000 Penalty: 3015.865723
	Iteration 16Q: 3 clusters Score -1309100 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1309123.875000 Penalty: 3015.865723
	Iteration 17Q: 3 clusters Score -1309124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1309149.250000 Penalty: 3015.865723
	Iteration 18Q: 3 clusters Score -1309149 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1309169.625000 Penalty: 3015.865723
	Iteration 19Q: 3 clusters Score -1309170 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1309190.625000 Penalty: 3015.865723
	Iteration 20F: 3 clusters Score -1309191 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1309211.875000 Penalty: 3015.865723
	Iteration 21Q: 3 clusters Score -1309212 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1309233.750000 Penalty: 3015.865723
	Iteration 22Q: 3 clusters Score -1309234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1309250.625000 Penalty: 3015.865723
	Iteration 23Q: 3 clusters Score -1309251 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1309276.125000 Penalty: 3015.865723
	Iteration 24Q: 3 clusters Score -1309276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1309299.000000 Penalty: 3015.865723
	Iteration 25Q: 3 clusters Score -1309299 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1309312.250000 Penalty: 3015.865723
	Iteration 26Q: 3 clusters Score -1309312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1309323.125000 Penalty: 3015.865723
	Iteration 27Q: 3 clusters Score -1309323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1309339.125000 Penalty: 3015.865723
	Iteration 28Q: 3 clusters Score -1309339 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1309348.000000 Penalty: 3015.865723
	Iteration 29Q: 3 clusters Score -1309348 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1309353.750000 Penalty: 3015.865723
	Iteration 30Q: 3 clusters Score -1309354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1309358.875000 Penalty: 3015.865723
	Iteration 31Q: 3 clusters Score -1309359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1309366.000000 Penalty: 3015.865723
	Iteration 32Q: 3 clusters Score -1309366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1309366.125000 Penalty: 3015.865723
	Iteration 33Q: 3 clusters Score -1309366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1309368.375000 Penalty: 3015.865723
	Iteration 34Q: 3 clusters Score -1309368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1309370.500000 Penalty: 3015.865723
	Iteration 35Q: 3 clusters Score -1309370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1309370.625000 Penalty: 3015.865723
	Iteration 36Q: 3 clusters Score -1309371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1309371.000000 Penalty: 3015.865723
	Iteration 37Q: 3 clusters Score -1309371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1309371.750000 Penalty: 3015.865723
	Iteration 38Q: 3 clusters Score -1309372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1309370.875000 Penalty: 3015.865723
	Iteration 39Q: 3 clusters Score -1309371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1309374.750000 Penalty: 3015.865723
	Iteration 40F: 3 clusters Score -1309375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1309373.500000 Penalty: 3015.865723
	Iteration 41Q: 3 clusters Score -1309374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1309373.875000 Penalty: 3015.865723
	Iteration 42Q: 3 clusters Score -1309374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1309371.625000 Penalty: 3015.865723
	Iteration 43Q: 3 clusters Score -1309372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1309372.625000 Penalty: 3015.865723
	Iteration 44Q: 3 clusters Score -1309373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1309376.000000 Penalty: 3015.865723
	Iteration 45Q: 3 clusters Score -1309376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1309376.000000 Penalty: 3015.865723
	Iteration 46F: 3 clusters Score -1309376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 69260 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 20146 members 
Mstep: Class 9 contains 75321 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 24761 members 
Mstep: Class 13 contains 28491 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 12273 members 
Mstep: Class 16 contains 6322 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 9152 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 18964 members 
Mstep: Class 25 contains 6848 members 
Mstep: Class 26 contains 11806 members 
Mstep: Class 27 contains 6651 members 
Mstep: Class 28 contains 1548 members 
Mstep: Class 29 contains 2292 members 
Mstep: Class 30 contains 24746 members 
Mstep: Class 31 contains 3869 members 
Entering Unmasked Estep 
Score: -48222812.000000 Penalty: 65005.082031
Splitting cluster 25 changes total score from -48219988.000000 to -48222812.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 26 (11806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Entering Unmasked Estep 
Score: -1463640.625000 Penalty: 1523.658936
	Iteration 0F: 2 clusters Score -1463641 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1455400.375000 Penalty: 3047.317871
	Iteration 0F: 3 clusters Score -1455400 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1458830.375000 Penalty: 3047.317871
	Iteration 1F: 3 clusters Score -1458830 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1459679.250000 Penalty: 3047.317871
	Iteration 2F: 3 clusters Score -1459679 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1460709.875000 Penalty: 3047.317871
	Iteration 3F: 3 clusters Score -1460710 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1461683.500000 Penalty: 3047.317871
	Iteration 4F: 3 clusters Score -1461684 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1462682.875000 Penalty: 3047.317871
	Iteration 5F: 3 clusters Score -1462683 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1463503.250000 Penalty: 3047.317871
	Iteration 6F: 3 clusters Score -1463503 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1464146.625000 Penalty: 3047.317871
	Iteration 7F: 3 clusters Score -1464147 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1464693.875000 Penalty: 3047.317871
	Iteration 8Q: 3 clusters Score -1464694 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1465136.625000 Penalty: 3047.317871
	Iteration 9Q: 3 clusters Score -1465137 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1465372.500000 Penalty: 3047.317871
	Iteration 10Q: 3 clusters Score -1465372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1465468.250000 Penalty: 3047.317871
	Iteration 11Q: 3 clusters Score -1465468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1465479.125000 Penalty: 3047.317871
	Iteration 12Q: 3 clusters Score -1465479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1465483.250000 Penalty: 3047.317871
	Iteration 13Q: 3 clusters Score -1465483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1465484.000000 Penalty: 3047.317871
	Iteration 14Q: 3 clusters Score -1465484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1465483.875000 Penalty: 3047.317871
	Iteration 15Q: 3 clusters Score -1465484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1465483.875000 Penalty: 3047.317871
	Iteration 16F: 3 clusters Score -1465484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 69260 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 20146 members 
Mstep: Class 9 contains 75321 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 24761 members 
Mstep: Class 13 contains 28491 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 12273 members 
Mstep: Class 16 contains 6322 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 9152 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 18964 members 
Mstep: Class 25 contains 6848 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 6651 members 
Mstep: Class 28 contains 1548 members 
Mstep: Class 29 contains 2292 members 
Mstep: Class 30 contains 24746 members 
Mstep: Class 31 contains 3869 members 
Mstep: Class 32 contains 10629 members 
Entering Unmasked Estep 
Score: -48223952.000000 Penalty: 67102.023438
Splitting cluster 26 changes total score from -48219988.000000 to -48223952.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 27 (6651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Entering Unmasked Estep 
Score: -792970.312500 Penalty: 1430.409912
	Iteration 0F: 2 clusters Score -792970.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -788083.937500 Penalty: 2860.819824
	Iteration 0F: 3 clusters Score -788083.9 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -790482.062500 Penalty: 2860.819824
	Iteration 1F: 3 clusters Score -790482.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -791538.125000 Penalty: 2860.819824
	Iteration 2F: 3 clusters Score -791538.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -792524.625000 Penalty: 2860.819824
	Iteration 3F: 3 clusters Score -792524.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -793334.812500 Penalty: 2860.819824
	Iteration 4F: 3 clusters Score -793334.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -793751.125000 Penalty: 2860.819824
	Iteration 5F: 3 clusters Score -793751.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -793901.812500 Penalty: 2860.819824
	Iteration 6Q: 3 clusters Score -793901.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -793977.062500 Penalty: 2860.819824
	Iteration 7Q: 3 clusters Score -793977.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -794033.500000 Penalty: 2860.819824
	Iteration 8Q: 3 clusters Score -794033.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -794083.875000 Penalty: 2860.819824
	Iteration 9Q: 3 clusters Score -794083.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -794126.562500 Penalty: 2860.819824
	Iteration 10Q: 3 clusters Score -794126.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -794172.500000 Penalty: 2860.819824
	Iteration 11Q: 3 clusters Score -794172.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -794221.875000 Penalty: 2860.819824
	Iteration 12Q: 3 clusters Score -794221.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -794255.875000 Penalty: 2860.819824
	Iteration 13Q: 3 clusters Score -794255.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -794289.562500 Penalty: 2860.819824
	Iteration 14Q: 3 clusters Score -794289.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -794320.812500 Penalty: 2860.819824
	Iteration 15Q: 3 clusters Score -794320.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -794369.375000 Penalty: 2860.819824
	Iteration 16Q: 3 clusters Score -794369.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -794456.562500 Penalty: 2860.819824
	Iteration 17Q: 3 clusters Score -794456.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -794692.312500 Penalty: 2860.819824
	Iteration 18Q: 3 clusters Score -794692.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -795036.875000 Penalty: 2860.819824
	Iteration 19Q: 3 clusters Score -795036.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -795165.187500 Penalty: 2860.819824
	Iteration 20F: 3 clusters Score -795165.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -795199.125000 Penalty: 2860.819824
	Iteration 21Q: 3 clusters Score -795199.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -795214.437500 Penalty: 2860.819824
	Iteration 22Q: 3 clusters Score -795214.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -795224.000000 Penalty: 2860.819824
	Iteration 23Q: 3 clusters Score -795224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -795228.250000 Penalty: 2860.819824
	Iteration 24Q: 3 clusters Score -795228.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -795230.937500 Penalty: 2860.819824
	Iteration 25Q: 3 clusters Score -795230.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -795232.250000 Penalty: 2860.819824
	Iteration 26Q: 3 clusters Score -795232.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -795235.250000 Penalty: 2860.819824
	Iteration 27Q: 3 clusters Score -795235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -795235.375000 Penalty: 2860.819824
	Iteration 28Q: 3 clusters Score -795235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -795234.875000 Penalty: 2860.819824
	Iteration 29Q: 3 clusters Score -795234.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -795237.500000 Penalty: 2860.819824
	Iteration 30Q: 3 clusters Score -795237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -795235.937500 Penalty: 2860.819824
	Iteration 31Q: 3 clusters Score -795235.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -795237.875000 Penalty: 2860.819824
	Iteration 32Q: 3 clusters Score -795237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -795238.062500 Penalty: 2860.819824
	Iteration 33Q: 3 clusters Score -795238.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -795237.937500 Penalty: 2860.819824
	Iteration 34Q: 3 clusters Score -795237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -795239.000000 Penalty: 2860.819824
	Iteration 35Q: 3 clusters Score -795239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -795240.062500 Penalty: 2860.819824
	Iteration 36Q: 3 clusters Score -795240.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -795241.375000 Penalty: 2860.819824
	Iteration 37Q: 3 clusters Score -795241.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -795241.125000 Penalty: 2860.819824
	Iteration 38Q: 3 clusters Score -795241.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -795242.937500 Penalty: 2860.819824
	Iteration 39Q: 3 clusters Score -795242.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -795246.125000 Penalty: 2860.819824
	Iteration 40F: 3 clusters Score -795246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -795245.750000 Penalty: 2860.819824
	Iteration 41Q: 3 clusters Score -795245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -795246.500000 Penalty: 2860.819824
	Iteration 42Q: 3 clusters Score -795246.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -795249.125000 Penalty: 2860.819824
	Iteration 43Q: 3 clusters Score -795249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -795247.500000 Penalty: 2860.819824
	Iteration 44Q: 3 clusters Score -795247.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -795246.937500 Penalty: 2860.819824
	Iteration 45Q: 3 clusters Score -795246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -795246.812500 Penalty: 2860.819824
	Iteration 46Q: 3 clusters Score -795246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -795246.812500 Penalty: 2860.819824
	Iteration 47F: 3 clusters Score -795246.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 69260 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 20146 members 
Mstep: Class 9 contains 75321 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 24761 members 
Mstep: Class 13 contains 28491 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 12273 members 
Mstep: Class 16 contains 6322 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 9152 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 18964 members 
Mstep: Class 25 contains 6848 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 1548 members 
Mstep: Class 29 contains 2292 members 
Mstep: Class 30 contains 24746 members 
Mstep: Class 31 contains 3869 members 
Mstep: Class 32 contains 10629 members 
Mstep: Class 33 contains 4219 members 
Entering Unmasked Estep 
Score: -48225524.000000 Penalty: 69198.960938
Splitting cluster 27 changes total score from -48219988.000000 to -48225524.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 28 (1548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Entering Unmasked Estep 
Score: -186750.562500 Penalty: 1193.516846
	Iteration 0F: 2 clusters Score -186750.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -184977.453125 Penalty: 2387.033691
	Iteration 0F: 3 clusters Score -184977.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -185380.859375 Penalty: 2387.033691
	Iteration 1F: 3 clusters Score -185380.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -185520.343750 Penalty: 2387.033691
	Iteration 2F: 3 clusters Score -185520.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -185617.078125 Penalty: 2387.033691
	Iteration 3F: 3 clusters Score -185617.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -185685.453125 Penalty: 2387.033691
	Iteration 4Q: 3 clusters Score -185685.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -185744.156250 Penalty: 2387.033691
	Iteration 5Q: 3 clusters Score -185744.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -185784.593750 Penalty: 2387.033691
	Iteration 6Q: 3 clusters Score -185784.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -185819.625000 Penalty: 2387.033691
	Iteration 7Q: 3 clusters Score -185819.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -185840.046875 Penalty: 2387.033691
	Iteration 8Q: 3 clusters Score -185840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -185855.906250 Penalty: 2387.033691
	Iteration 9Q: 3 clusters Score -185855.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -185870.656250 Penalty: 2387.033691
	Iteration 10Q: 3 clusters Score -185870.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -185881.671875 Penalty: 2387.033691
	Iteration 11Q: 3 clusters Score -185881.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -185898.718750 Penalty: 2387.033691
	Iteration 12Q: 3 clusters Score -185898.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -185907.875000 Penalty: 2387.033691
	Iteration 13Q: 3 clusters Score -185907.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -185917.375000 Penalty: 2387.033691
	Iteration 14Q: 3 clusters Score -185917.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -185921.781250 Penalty: 2387.033691
	Iteration 15Q: 3 clusters Score -185921.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -185926.921875 Penalty: 2387.033691
	Iteration 16Q: 3 clusters Score -185926.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -185934.093750 Penalty: 2387.033691
	Iteration 17Q: 3 clusters Score -185934.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -185941.937500 Penalty: 2387.033691
	Iteration 18Q: 3 clusters Score -185941.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -185954.718750 Penalty: 2387.033691
	Iteration 19Q: 3 clusters Score -185954.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -185970.453125 Penalty: 2387.033691
	Iteration 20F: 3 clusters Score -185970.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -185978.375000 Penalty: 2387.033691
	Iteration 21Q: 3 clusters Score -185978.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -185984.343750 Penalty: 2387.033691
	Iteration 22Q: 3 clusters Score -185984.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -185990.328125 Penalty: 2387.033691
	Iteration 23Q: 3 clusters Score -185990.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -185998.218750 Penalty: 2387.033691
	Iteration 24Q: 3 clusters Score -185998.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -186008.062500 Penalty: 2387.033691
	Iteration 25Q: 3 clusters Score -186008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -186012.125000 Penalty: 2387.033691
	Iteration 26Q: 3 clusters Score -186012.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -186017.156250 Penalty: 2387.033691
	Iteration 27Q: 3 clusters Score -186017.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -186019.000000 Penalty: 2387.033691
	Iteration 28Q: 3 clusters Score -186019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -186023.421875 Penalty: 2387.033691
	Iteration 29Q: 3 clusters Score -186023.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -186027.484375 Penalty: 2387.033691
	Iteration 30Q: 3 clusters Score -186027.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -186030.750000 Penalty: 2387.033691
	Iteration 31Q: 3 clusters Score -186030.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -186033.218750 Penalty: 2387.033691
	Iteration 32Q: 3 clusters Score -186033.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -186033.531250 Penalty: 2387.033691
	Iteration 33Q: 3 clusters Score -186033.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -186033.531250 Penalty: 2387.033691
	Iteration 34F: 3 clusters Score -186033.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1288 members 
Mstep: Class 3 contains 69260 members 
Mstep: Class 4 contains 2239 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 20146 members 
Mstep: Class 9 contains 75321 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 24761 members 
Mstep: Class 13 contains 28491 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 12273 members 
Mstep: Class 16 contains 6322 members 
Mstep: Class 17 contains 1173 members 
Mstep: Class 18 contains 9152 members 
Mstep: Class 19 contains 14282 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 4937 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 18964 members 
Mstep: Class 25 contains 6848 members 
Mstep: Class 26 contains 1177 members 
Mstep: Class 27 contains 2432 members 
Mstep: Class 28 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48229408.000000 Penalty: 69198.960938
Iteration 79Q: 34 clusters Score -4.822941e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 69445 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 3747 members 
Mstep: Class 6 contains 10181 members 
Mstep: Class 7 contains 4450 members 
Mstep: Class 8 contains 20041 members 
Mstep: Class 9 contains 75576 members 
Mstep: Class 10 contains 17519 members 
Mstep: Class 11 contains 2331 members 
Mstep: Class 12 contains 25138 members 
Mstep: Class 13 contains 28581 members 
Mstep: Class 14 contains 4146 members 
Mstep: Class 15 contains 12566 members 
Mstep: Class 16 contains 6380 members 
Mstep: Class 17 contains 1221 members 
Mstep: Class 18 contains 9151 members 
Mstep: Class 19 contains 14312 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 3039 members 
Mstep: Class 22 contains 4974 members 
Mstep: Class 23 contains 5951 members 
Mstep: Class 24 contains 19203 members 
Mstep: Class 25 contains 6924 members 
Mstep: Class 26 contains 1237 members 
Mstep: Class 27 contains 2472 members 
Mstep: Class 28 contains 1549 members 
Mstep: Class 29 contains 2230 members 
Mstep: Class 30 contains 23609 members 
Mstep: Class 31 contains 3760 members 
Mstep: Class 32 contains 10358 members 
Mstep: Class 33 contains 3990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48232228.000000 Penalty: 69198.960938
Iteration 80F: 34 clusters Score -4.823223e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1295 members 
Mstep: Class 3 contains 69086 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3661 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 4444 members 
Mstep: Class 8 contains 19976 members 
Mstep: Class 9 contains 75522 members 
Mstep: Class 10 contains 17538 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 25388 members 
Mstep: Class 13 contains 28378 members 
Mstep: Class 14 contains 3935 members 
Mstep: Class 15 contains 12602 members 
Mstep: Class 16 contains 6384 members 
Mstep: Class 17 contains 1243 members 
Mstep: Class 18 contains 9148 members 
Mstep: Class 19 contains 14319 members 
Mstep: Class 20 contains 3145 members 
Mstep: Class 21 contains 3039 members 
Mstep: Class 22 contains 5167 members 
Mstep: Class 23 contains 5907 members 
Mstep: Class 24 contains 19240 members 
Mstep: Class 25 contains 6920 members 
Mstep: Class 26 contains 1255 members 
Mstep: Class 27 contains 2381 members 
Mstep: Class 28 contains 1539 members 
Mstep: Class 29 contains 2379 members 
Mstep: Class 30 contains 23627 members 
Mstep: Class 31 contains 3837 members 
Mstep: Class 32 contains 10748 members 
Mstep: Class 33 contains 4000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48234028.000000 Penalty: 69198.960938
Iteration 81Q: 34 clusters Score -4.823403e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1298 members 
Mstep: Class 3 contains 68767 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 10174 members 
Mstep: Class 7 contains 4448 members 
Mstep: Class 8 contains 19918 members 
Mstep: Class 9 contains 75449 members 
Mstep: Class 10 contains 17564 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 25621 members 
Mstep: Class 13 contains 28254 members 
Mstep: Class 14 contains 3776 members 
Mstep: Class 15 contains 12659 members 
Mstep: Class 16 contains 6385 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 9148 members 
Mstep: Class 19 contains 14342 members 
Mstep: Class 20 contains 3129 members 
Mstep: Class 21 contains 3039 members 
Mstep: Class 22 contains 5317 members 
Mstep: Class 23 contains 5893 members 
Mstep: Class 24 contains 19279 members 
Mstep: Class 25 contains 6903 members 
Mstep: Class 26 contains 1262 members 
Mstep: Class 27 contains 2319 members 
Mstep: Class 28 contains 1537 members 
Mstep: Class 29 contains 2473 members 
Mstep: Class 30 contains 23574 members 
Mstep: Class 31 contains 3883 members 
Mstep: Class 32 contains 11057 members 
Mstep: Class 33 contains 3986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48234904.000000 Penalty: 69198.960938
Iteration 82Q: 34 clusters Score -4.82349e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 68455 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 3565 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 19890 members 
Mstep: Class 9 contains 75416 members 
Mstep: Class 10 contains 17576 members 
Mstep: Class 11 contains 2216 members 
Mstep: Class 12 contains 25823 members 
Mstep: Class 13 contains 28169 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 12700 members 
Mstep: Class 16 contains 6371 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 9145 members 
Mstep: Class 19 contains 14375 members 
Mstep: Class 20 contains 3115 members 
Mstep: Class 21 contains 3040 members 
Mstep: Class 22 contains 5400 members 
Mstep: Class 23 contains 5908 members 
Mstep: Class 24 contains 19281 members 
Mstep: Class 25 contains 6888 members 
Mstep: Class 26 contains 1261 members 
Mstep: Class 27 contains 2283 members 
Mstep: Class 28 contains 1534 members 
Mstep: Class 29 contains 2523 members 
Mstep: Class 30 contains 23485 members 
Mstep: Class 31 contains 3921 members 
Mstep: Class 32 contains 11372 members 
Mstep: Class 33 contains 3956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235520.000000 Penalty: 69198.960938
Iteration 83Q: 34 clusters Score -4.823552e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 68168 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 10182 members 
Mstep: Class 7 contains 4484 members 
Mstep: Class 8 contains 19821 members 
Mstep: Class 9 contains 75378 members 
Mstep: Class 10 contains 17596 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 12 contains 26035 members 
Mstep: Class 13 contains 28106 members 
Mstep: Class 14 contains 3582 members 
Mstep: Class 15 contains 12729 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 9142 members 
Mstep: Class 19 contains 14404 members 
Mstep: Class 20 contains 3107 members 
Mstep: Class 21 contains 3039 members 
Mstep: Class 22 contains 5463 members 
Mstep: Class 23 contains 5908 members 
Mstep: Class 24 contains 19326 members 
Mstep: Class 25 contains 6869 members 
Mstep: Class 26 contains 1262 members 
Mstep: Class 27 contains 2242 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 23385 members 
Mstep: Class 31 contains 3945 members 
Mstep: Class 32 contains 11661 members 
Mstep: Class 33 contains 3942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235928.000000 Penalty: 69198.960938
Iteration 84Q: 34 clusters Score -4.823593e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 67919 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 3505 members 
Mstep: Class 6 contains 10182 members 
Mstep: Class 7 contains 4504 members 
Mstep: Class 8 contains 19772 members 
Mstep: Class 9 contains 75360 members 
Mstep: Class 10 contains 17601 members 
Mstep: Class 11 contains 2191 members 
Mstep: Class 12 contains 26248 members 
Mstep: Class 13 contains 28052 members 
Mstep: Class 14 contains 3552 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 16 contains 6367 members 
Mstep: Class 17 contains 1269 members 
Mstep: Class 18 contains 9138 members 
Mstep: Class 19 contains 14432 members 
Mstep: Class 20 contains 3096 members 
Mstep: Class 21 contains 3039 members 
Mstep: Class 22 contains 5492 members 
Mstep: Class 23 contains 5926 members 
Mstep: Class 24 contains 19298 members 
Mstep: Class 25 contains 6853 members 
Mstep: Class 26 contains 1261 members 
Mstep: Class 27 contains 2223 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 2613 members 
Mstep: Class 30 contains 23237 members 
Mstep: Class 31 contains 3962 members 
Mstep: Class 32 contains 11951 members 
Mstep: Class 33 contains 3923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236100.000000 Penalty: 69198.960938
Iteration 85Q: 34 clusters Score -4.82361e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 67640 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 10182 members 
Mstep: Class 7 contains 4539 members 
Mstep: Class 8 contains 19719 members 
Mstep: Class 9 contains 75347 members 
Mstep: Class 10 contains 17611 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 26487 members 
Mstep: Class 13 contains 28000 members 
Mstep: Class 14 contains 3521 members 
Mstep: Class 15 contains 12787 members 
Mstep: Class 16 contains 6357 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 9138 members 
Mstep: Class 19 contains 14449 members 
Mstep: Class 20 contains 3081 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 5519 members 
Mstep: Class 23 contains 5943 members 
Mstep: Class 24 contains 19253 members 
Mstep: Class 25 contains 6837 members 
Mstep: Class 26 contains 1261 members 
Mstep: Class 27 contains 2207 members 
Mstep: Class 28 contains 1533 members 
Mstep: Class 29 contains 2633 members 
Mstep: Class 30 contains 23080 members 
Mstep: Class 31 contains 3976 members 
Mstep: Class 32 contains 12258 members 
Mstep: Class 33 contains 3904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236124.000000 Penalty: 69198.960938
Iteration 86Q: 34 clusters Score -4.823612e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 67376 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3487 members 
Mstep: Class 6 contains 10182 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 19666 members 
Mstep: Class 9 contains 75342 members 
Mstep: Class 10 contains 17618 members 
Mstep: Class 11 contains 2184 members 
Mstep: Class 12 contains 26717 members 
Mstep: Class 13 contains 27958 members 
Mstep: Class 14 contains 3512 members 
Mstep: Class 15 contains 12819 members 
Mstep: Class 16 contains 6344 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 9137 members 
Mstep: Class 19 contains 14458 members 
Mstep: Class 20 contains 3071 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 5528 members 
Mstep: Class 23 contains 5967 members 
Mstep: Class 24 contains 19203 members 
Mstep: Class 25 contains 6823 members 
Mstep: Class 26 contains 1260 members 
Mstep: Class 27 contains 2190 members 
Mstep: Class 28 contains 1533 members 
Mstep: Class 29 contains 2657 members 
Mstep: Class 30 contains 22930 members 
Mstep: Class 31 contains 3989 members 
Mstep: Class 32 contains 12544 members 
Mstep: Class 33 contains 3879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236188.000000 Penalty: 69198.960938
Iteration 87Q: 34 clusters Score -4.823619e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1307 members 
Mstep: Class 3 contains 67105 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3480 members 
Mstep: Class 6 contains 10180 members 
Mstep: Class 7 contains 4597 members 
Mstep: Class 8 contains 19625 members 
Mstep: Class 9 contains 75325 members 
Mstep: Class 10 contains 17632 members 
Mstep: Class 11 contains 2180 members 
Mstep: Class 12 contains 26917 members 
Mstep: Class 13 contains 27904 members 
Mstep: Class 14 contains 3508 members 
Mstep: Class 15 contains 12845 members 
Mstep: Class 16 contains 6324 members 
Mstep: Class 17 contains 1275 members 
Mstep: Class 18 contains 9137 members 
Mstep: Class 19 contains 14462 members 
Mstep: Class 20 contains 3065 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 5534 members 
Mstep: Class 23 contains 5994 members 
Mstep: Class 24 contains 19138 members 
Mstep: Class 25 contains 6807 members 
Mstep: Class 26 contains 1260 members 
Mstep: Class 27 contains 2180 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 2678 members 
Mstep: Class 30 contains 22794 members 
Mstep: Class 31 contains 4000 members 
Mstep: Class 32 contains 12874 members 
Mstep: Class 33 contains 3861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236364.000000 Penalty: 69198.960938
Iteration 88Q: 34 clusters Score -4.823636e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1308 members 
Mstep: Class 3 contains 66832 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 3472 members 
Mstep: Class 6 contains 10181 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 19588 members 
Mstep: Class 9 contains 75309 members 
Mstep: Class 10 contains 17643 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 12 contains 27120 members 
Mstep: Class 13 contains 27871 members 
Mstep: Class 14 contains 3505 members 
Mstep: Class 15 contains 12863 members 
Mstep: Class 16 contains 6313 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 9137 members 
Mstep: Class 19 contains 14464 members 
Mstep: Class 20 contains 3060 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 5536 members 
Mstep: Class 23 contains 6014 members 
Mstep: Class 24 contains 19069 members 
Mstep: Class 25 contains 6800 members 
Mstep: Class 26 contains 1260 members 
Mstep: Class 27 contains 2176 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 2684 members 
Mstep: Class 30 contains 22656 members 
Mstep: Class 31 contains 4008 members 
Mstep: Class 32 contains 13197 members 
Mstep: Class 33 contains 3847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236456.000000 Penalty: 69198.960938
Iteration 89Q: 34 clusters Score -4.823646e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1309 members 
Mstep: Class 3 contains 66530 members 
Mstep: Class 4 contains 2230 members 
Mstep: Class 5 contains 3462 members 
Mstep: Class 6 contains 10182 members 
Mstep: Class 7 contains 4681 members 
Mstep: Class 8 contains 19564 members 
Mstep: Class 9 contains 75278 members 
Mstep: Class 10 contains 17653 members 
Mstep: Class 11 contains 2170 members 
Mstep: Class 12 contains 27323 members 
Mstep: Class 13 contains 27852 members 
Mstep: Class 14 contains 3510 members 
Mstep: Class 15 contains 12886 members 
Mstep: Class 16 contains 6305 members 
Mstep: Class 17 contains 1278 members 
Mstep: Class 18 contains 9135 members 
Mstep: Class 19 contains 14464 members 
Mstep: Class 20 contains 3056 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 5537 members 
Mstep: Class 23 contains 6027 members 
Mstep: Class 24 contains 18995 members 
Mstep: Class 25 contains 6790 members 
Mstep: Class 26 contains 1259 members 
Mstep: Class 27 contains 2171 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2690 members 
Mstep: Class 30 contains 22509 members 
Mstep: Class 31 contains 4016 members 
Mstep: Class 32 contains 13536 members 
Mstep: Class 33 contains 3822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236680.000000 Penalty: 69198.960938
Iteration 90Q: 34 clusters Score -4.823668e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1309 members 
Mstep: Class 3 contains 66219 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3457 members 
Mstep: Class 6 contains 10181 members 
Mstep: Class 7 contains 4725 members 
Mstep: Class 8 contains 19559 members 
Mstep: Class 9 contains 75246 members 
Mstep: Class 10 contains 17658 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 27528 members 
Mstep: Class 13 contains 27834 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 12915 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 9134 members 
Mstep: Class 19 contains 14467 members 
Mstep: Class 20 contains 3054 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 5537 members 
Mstep: Class 23 contains 6046 members 
Mstep: Class 24 contains 18924 members 
Mstep: Class 25 contains 6776 members 
Mstep: Class 26 contains 1259 members 
Mstep: Class 27 contains 2167 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 2696 members 
Mstep: Class 30 contains 22359 members 
Mstep: Class 31 contains 4022 members 
Mstep: Class 32 contains 13871 members 
Mstep: Class 33 contains 3797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236740.000000 Penalty: 69198.960938
Iteration 91Q: 34 clusters Score -4.823674e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1310 members 
Mstep: Class 3 contains 65930 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3450 members 
Mstep: Class 6 contains 10177 members 
Mstep: Class 7 contains 4779 members 
Mstep: Class 8 contains 19550 members 
Mstep: Class 9 contains 75215 members 
Mstep: Class 10 contains 17662 members 
Mstep: Class 11 contains 2161 members 
Mstep: Class 12 contains 27739 members 
Mstep: Class 13 contains 27802 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 12943 members 
Mstep: Class 16 contains 6291 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 9131 members 
Mstep: Class 19 contains 14469 members 
Mstep: Class 20 contains 3050 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 5537 members 
Mstep: Class 23 contains 6061 members 
Mstep: Class 24 contains 18842 members 
Mstep: Class 25 contains 6766 members 
Mstep: Class 26 contains 1259 members 
Mstep: Class 27 contains 2165 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 2700 members 
Mstep: Class 30 contains 22208 members 
Mstep: Class 31 contains 4029 members 
Mstep: Class 32 contains 14206 members 
Mstep: Class 33 contains 3774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236924.000000 Penalty: 69198.960938
Iteration 92Q: 34 clusters Score -4.823692e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1311 members 
Mstep: Class 3 contains 65677 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3447 members 
Mstep: Class 6 contains 10179 members 
Mstep: Class 7 contains 4843 members 
Mstep: Class 8 contains 19534 members 
Mstep: Class 9 contains 75191 members 
Mstep: Class 10 contains 17659 members 
Mstep: Class 11 contains 2162 members 
Mstep: Class 12 contains 27959 members 
Mstep: Class 13 contains 27785 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 12957 members 
Mstep: Class 16 contains 6281 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 9130 members 
Mstep: Class 19 contains 14469 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 5538 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 18750 members 
Mstep: Class 25 contains 6757 members 
Mstep: Class 26 contains 1260 members 
Mstep: Class 27 contains 2163 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 2705 members 
Mstep: Class 30 contains 22023 members 
Mstep: Class 31 contains 4036 members 
Mstep: Class 32 contains 14499 members 
Mstep: Class 33 contains 3760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236972.000000 Penalty: 69198.960938
Iteration 93Q: 34 clusters Score -4.823697e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1311 members 
Mstep: Class 3 contains 65410 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3444 members 
Mstep: Class 6 contains 10179 members 
Mstep: Class 7 contains 4902 members 
Mstep: Class 8 contains 19515 members 
Mstep: Class 9 contains 75166 members 
Mstep: Class 10 contains 17657 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 28156 members 
Mstep: Class 13 contains 27772 members 
Mstep: Class 14 contains 3507 members 
Mstep: Class 15 contains 12980 members 
Mstep: Class 16 contains 6258 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 9128 members 
Mstep: Class 19 contains 14471 members 
Mstep: Class 20 contains 3047 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 5539 members 
Mstep: Class 23 contains 6099 members 
Mstep: Class 24 contains 18692 members 
Mstep: Class 25 contains 6757 members 
Mstep: Class 26 contains 1261 members 
Mstep: Class 27 contains 2161 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 2709 members 
Mstep: Class 30 contains 21850 members 
Mstep: Class 31 contains 4042 members 
Mstep: Class 32 contains 14784 members 
Mstep: Class 33 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237156.000000 Penalty: 69198.960938
Iteration 94Q: 34 clusters Score -4.823716e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1312 members 
Mstep: Class 3 contains 65139 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3441 members 
Mstep: Class 6 contains 10180 members 
Mstep: Class 7 contains 4959 members 
Mstep: Class 8 contains 19508 members 
Mstep: Class 9 contains 75139 members 
Mstep: Class 10 contains 17664 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 28346 members 
Mstep: Class 13 contains 27748 members 
Mstep: Class 14 contains 3507 members 
Mstep: Class 15 contains 13010 members 
Mstep: Class 16 contains 6240 members 
Mstep: Class 17 contains 1281 members 
Mstep: Class 18 contains 9121 members 
Mstep: Class 19 contains 14471 members 
Mstep: Class 20 contains 3045 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 5542 members 
Mstep: Class 23 contains 6115 members 
Mstep: Class 24 contains 18628 members 
Mstep: Class 25 contains 6753 members 
Mstep: Class 26 contains 1261 members 
Mstep: Class 27 contains 2158 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2719 members 
Mstep: Class 30 contains 21670 members 
Mstep: Class 31 contains 4049 members 
Mstep: Class 32 contains 15079 members 
Mstep: Class 33 contains 3735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237156.000000 Penalty: 69198.960938
Iteration 95Q: 34 clusters Score -4.823716e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1311 members 
Mstep: Class 3 contains 64894 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3427 members 
Mstep: Class 6 contains 10180 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 19498 members 
Mstep: Class 9 contains 75112 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 28526 members 
Mstep: Class 13 contains 27729 members 
Mstep: Class 14 contains 3512 members 
Mstep: Class 15 contains 13055 members 
Mstep: Class 16 contains 6210 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 9119 members 
Mstep: Class 19 contains 14472 members 
Mstep: Class 20 contains 3043 members 
Mstep: Class 21 contains 3038 members 
Mstep: Class 22 contains 5545 members 
Mstep: Class 23 contains 6129 members 
Mstep: Class 24 contains 18565 members 
Mstep: Class 25 contains 6748 members 
Mstep: Class 26 contains 1261 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2726 members 
Mstep: Class 30 contains 21506 members 
Mstep: Class 31 contains 4056 members 
Mstep: Class 32 contains 15347 members 
Mstep: Class 33 contains 3722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237260.000000 Penalty: 69198.960938
Iteration 96Q: 34 clusters Score -4.823726e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1310 members 
Mstep: Class 3 contains 64640 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 10178 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 19482 members 
Mstep: Class 9 contains 75082 members 
Mstep: Class 10 contains 17677 members 
Mstep: Class 11 contains 2166 members 
Mstep: Class 12 contains 28687 members 
Mstep: Class 13 contains 27720 members 
Mstep: Class 14 contains 3518 members 
Mstep: Class 15 contains 13091 members 
Mstep: Class 16 contains 6193 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 9116 members 
Mstep: Class 19 contains 14472 members 
Mstep: Class 20 contains 3042 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5545 members 
Mstep: Class 23 contains 6143 members 
Mstep: Class 24 contains 18509 members 
Mstep: Class 25 contains 6743 members 
Mstep: Class 26 contains 1262 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2729 members 
Mstep: Class 30 contains 21370 members 
Mstep: Class 31 contains 4064 members 
Mstep: Class 32 contains 15624 members 
Mstep: Class 33 contains 3709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237300.000000 Penalty: 69198.960938
Iteration 97Q: 34 clusters Score -4.82373e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1310 members 
Mstep: Class 3 contains 64410 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 3420 members 
Mstep: Class 6 contains 10180 members 
Mstep: Class 7 contains 5080 members 
Mstep: Class 8 contains 19463 members 
Mstep: Class 9 contains 75048 members 
Mstep: Class 10 contains 17685 members 
Mstep: Class 11 contains 2165 members 
Mstep: Class 12 contains 28827 members 
Mstep: Class 13 contains 27733 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 13120 members 
Mstep: Class 16 contains 6176 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 9113 members 
Mstep: Class 19 contains 14474 members 
Mstep: Class 20 contains 3041 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5545 members 
Mstep: Class 23 contains 6151 members 
Mstep: Class 24 contains 18485 members 
Mstep: Class 25 contains 6731 members 
Mstep: Class 26 contains 1264 members 
Mstep: Class 27 contains 2156 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2735 members 
Mstep: Class 30 contains 21232 members 
Mstep: Class 31 contains 4069 members 
Mstep: Class 32 contains 15873 members 
Mstep: Class 33 contains 3699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237332.000000 Penalty: 69198.960938
Iteration 98Q: 34 clusters Score -4.823733e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1310 members 
Mstep: Class 3 contains 64205 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 3421 members 
Mstep: Class 6 contains 10183 members 
Mstep: Class 7 contains 5105 members 
Mstep: Class 8 contains 19454 members 
Mstep: Class 9 contains 75021 members 
Mstep: Class 10 contains 17682 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 28977 members 
Mstep: Class 13 contains 27746 members 
Mstep: Class 14 contains 3514 members 
Mstep: Class 15 contains 13153 members 
Mstep: Class 16 contains 6156 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 9110 members 
Mstep: Class 19 contains 14475 members 
Mstep: Class 20 contains 3037 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5545 members 
Mstep: Class 23 contains 6165 members 
Mstep: Class 24 contains 18452 members 
Mstep: Class 25 contains 6721 members 
Mstep: Class 26 contains 1265 members 
Mstep: Class 27 contains 2156 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2735 members 
Mstep: Class 30 contains 21084 members 
Mstep: Class 31 contains 4073 members 
Mstep: Class 32 contains 16096 members 
Mstep: Class 33 contains 3697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237412.000000 Penalty: 69198.960938
Iteration 99Q: 34 clusters Score -4.823741e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1309 members 
Mstep: Class 3 contains 64037 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 3414 members 
Mstep: Class 6 contains 10183 members 
Mstep: Class 7 contains 5117 members 
Mstep: Class 8 contains 19448 members 
Mstep: Class 9 contains 74983 members 
Mstep: Class 10 contains 17680 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 12 contains 29122 members 
Mstep: Class 13 contains 27779 members 
Mstep: Class 14 contains 3518 members 
Mstep: Class 15 contains 13174 members 
Mstep: Class 16 contains 6139 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 9108 members 
Mstep: Class 19 contains 14475 members 
Mstep: Class 20 contains 3036 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5546 members 
Mstep: Class 23 contains 6174 members 
Mstep: Class 24 contains 18420 members 
Mstep: Class 25 contains 6720 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2157 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2735 members 
Mstep: Class 30 contains 20955 members 
Mstep: Class 31 contains 4074 members 
Mstep: Class 32 contains 16278 members 
Mstep: Class 33 contains 3691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237484.000000 Penalty: 69198.960938
Iteration 100F: 34 clusters Score -4.823748e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1309 members 
Mstep: Class 3 contains 63801 members 
Mstep: Class 4 contains 2231 members 
Mstep: Class 5 contains 3408 members 
Mstep: Class 6 contains 10184 members 
Mstep: Class 7 contains 5134 members 
Mstep: Class 8 contains 19444 members 
Mstep: Class 9 contains 74956 members 
Mstep: Class 10 contains 17672 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 29242 members 
Mstep: Class 13 contains 27808 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 13181 members 
Mstep: Class 16 contains 6128 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 9106 members 
Mstep: Class 19 contains 14478 members 
Mstep: Class 20 contains 3036 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5546 members 
Mstep: Class 23 contains 6184 members 
Mstep: Class 24 contains 18390 members 
Mstep: Class 25 contains 6722 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 2155 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2738 members 
Mstep: Class 30 contains 20854 members 
Mstep: Class 31 contains 4076 members 
Mstep: Class 32 contains 16517 members 
Mstep: Class 33 contains 3686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237508.000000 Penalty: 69198.960938
Iteration 101Q: 34 clusters Score -4.823751e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1311 members 
Mstep: Class 3 contains 63543 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3402 members 
Mstep: Class 6 contains 10184 members 
Mstep: Class 7 contains 5139 members 
Mstep: Class 8 contains 19440 members 
Mstep: Class 9 contains 74931 members 
Mstep: Class 10 contains 17670 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 29362 members 
Mstep: Class 13 contains 27828 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 13191 members 
Mstep: Class 16 contains 6125 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 9102 members 
Mstep: Class 19 contains 14479 members 
Mstep: Class 20 contains 3036 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5548 members 
Mstep: Class 23 contains 6186 members 
Mstep: Class 24 contains 18353 members 
Mstep: Class 25 contains 6722 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 2152 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2740 members 
Mstep: Class 30 contains 20759 members 
Mstep: Class 31 contains 4076 members 
Mstep: Class 32 contains 16795 members 
Mstep: Class 33 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237612.000000 Penalty: 69198.960938
Iteration 102Q: 34 clusters Score -4.823761e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1313 members 
Mstep: Class 3 contains 63291 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3397 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 5167 members 
Mstep: Class 8 contains 19442 members 
Mstep: Class 9 contains 74905 members 
Mstep: Class 10 contains 17658 members 
Mstep: Class 11 contains 2163 members 
Mstep: Class 12 contains 29476 members 
Mstep: Class 13 contains 27834 members 
Mstep: Class 14 contains 3519 members 
Mstep: Class 15 contains 13201 members 
Mstep: Class 16 contains 6114 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 9101 members 
Mstep: Class 19 contains 14481 members 
Mstep: Class 20 contains 3036 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5548 members 
Mstep: Class 23 contains 6189 members 
Mstep: Class 24 contains 18311 members 
Mstep: Class 25 contains 6718 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2745 members 
Mstep: Class 30 contains 20665 members 
Mstep: Class 31 contains 4081 members 
Mstep: Class 32 contains 17069 members 
Mstep: Class 33 contains 3673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237668.000000 Penalty: 69198.960938
Iteration 103Q: 34 clusters Score -4.823767e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1314 members 
Mstep: Class 3 contains 63041 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3397 members 
Mstep: Class 6 contains 10189 members 
Mstep: Class 7 contains 5195 members 
Mstep: Class 8 contains 19438 members 
Mstep: Class 9 contains 74859 members 
Mstep: Class 10 contains 17655 members 
Mstep: Class 11 contains 2160 members 
Mstep: Class 12 contains 29583 members 
Mstep: Class 13 contains 27852 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 13216 members 
Mstep: Class 16 contains 6102 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 9102 members 
Mstep: Class 19 contains 14483 members 
Mstep: Class 20 contains 3037 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5548 members 
Mstep: Class 23 contains 6196 members 
Mstep: Class 24 contains 18269 members 
Mstep: Class 25 contains 6712 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2747 members 
Mstep: Class 30 contains 20576 members 
Mstep: Class 31 contains 4086 members 
Mstep: Class 32 contains 17341 members 
Mstep: Class 33 contains 3663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237680.000000 Penalty: 69198.960938
Iteration 104Q: 34 clusters Score -4.823768e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1314 members 
Mstep: Class 3 contains 62805 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3394 members 
Mstep: Class 6 contains 10189 members 
Mstep: Class 7 contains 5221 members 
Mstep: Class 8 contains 19440 members 
Mstep: Class 9 contains 74827 members 
Mstep: Class 10 contains 17652 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 29683 members 
Mstep: Class 13 contains 27858 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 13238 members 
Mstep: Class 16 contains 6090 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 9098 members 
Mstep: Class 19 contains 14485 members 
Mstep: Class 20 contains 3039 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5548 members 
Mstep: Class 23 contains 6199 members 
Mstep: Class 24 contains 18226 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2749 members 
Mstep: Class 30 contains 20495 members 
Mstep: Class 31 contains 4092 members 
Mstep: Class 32 contains 17605 members 
Mstep: Class 33 contains 3655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237808.000000 Penalty: 69198.960938
Iteration 105Q: 34 clusters Score -4.823781e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1314 members 
Mstep: Class 3 contains 62546 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3390 members 
Mstep: Class 6 contains 10190 members 
Mstep: Class 7 contains 5235 members 
Mstep: Class 8 contains 19436 members 
Mstep: Class 9 contains 74792 members 
Mstep: Class 10 contains 17645 members 
Mstep: Class 11 contains 2154 members 
Mstep: Class 12 contains 29792 members 
Mstep: Class 13 contains 27860 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 13262 members 
Mstep: Class 16 contains 6076 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 9096 members 
Mstep: Class 19 contains 14489 members 
Mstep: Class 20 contains 3039 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5548 members 
Mstep: Class 23 contains 6202 members 
Mstep: Class 24 contains 18185 members 
Mstep: Class 25 contains 6701 members 
Mstep: Class 26 contains 1265 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1531 members 
Mstep: Class 29 contains 2752 members 
Mstep: Class 30 contains 20411 members 
Mstep: Class 31 contains 4097 members 
Mstep: Class 32 contains 17899 members 
Mstep: Class 33 contains 3646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237804.000000 Penalty: 69198.960938
Iteration 106Q: 34 clusters Score -4.82378e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1314 members 
Mstep: Class 3 contains 62305 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 10191 members 
Mstep: Class 7 contains 5241 members 
Mstep: Class 8 contains 19438 members 
Mstep: Class 9 contains 74752 members 
Mstep: Class 10 contains 17643 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 29886 members 
Mstep: Class 13 contains 27849 members 
Mstep: Class 14 contains 3524 members 
Mstep: Class 15 contains 13278 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 1285 members 
Mstep: Class 18 contains 9093 members 
Mstep: Class 19 contains 14491 members 
Mstep: Class 20 contains 3038 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5549 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 18157 members 
Mstep: Class 25 contains 6699 members 
Mstep: Class 26 contains 1265 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 2752 members 
Mstep: Class 30 contains 20340 members 
Mstep: Class 31 contains 4103 members 
Mstep: Class 32 contains 18211 members 
Mstep: Class 33 contains 3634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237996.000000 Penalty: 69198.960938
Iteration 107Q: 34 clusters Score -4.8238e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1315 members 
Mstep: Class 3 contains 62025 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3386 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 5238 members 
Mstep: Class 8 contains 19440 members 
Mstep: Class 9 contains 74712 members 
Mstep: Class 10 contains 17636 members 
Mstep: Class 11 contains 2148 members 
Mstep: Class 12 contains 29958 members 
Mstep: Class 13 contains 27845 members 
Mstep: Class 14 contains 3524 members 
Mstep: Class 15 contains 13308 members 
Mstep: Class 16 contains 6044 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 18 contains 9093 members 
Mstep: Class 19 contains 14492 members 
Mstep: Class 20 contains 3037 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 6198 members 
Mstep: Class 24 contains 18140 members 
Mstep: Class 25 contains 6694 members 
Mstep: Class 26 contains 1265 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 2752 members 
Mstep: Class 30 contains 20284 members 
Mstep: Class 31 contains 4105 members 
Mstep: Class 32 contains 18544 members 
Mstep: Class 33 contains 3616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238096.000000 Penalty: 69198.960938
Iteration 108Q: 34 clusters Score -4.82381e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1317 members 
Mstep: Class 3 contains 61767 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3377 members 
Mstep: Class 6 contains 10195 members 
Mstep: Class 7 contains 5246 members 
Mstep: Class 8 contains 19448 members 
Mstep: Class 9 contains 74660 members 
Mstep: Class 10 contains 17631 members 
Mstep: Class 11 contains 2149 members 
Mstep: Class 12 contains 30043 members 
Mstep: Class 13 contains 27830 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 13325 members 
Mstep: Class 16 contains 6030 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 18 contains 9096 members 
Mstep: Class 19 contains 14493 members 
Mstep: Class 20 contains 3036 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 18103 members 
Mstep: Class 25 contains 6692 members 
Mstep: Class 26 contains 1265 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 2753 members 
Mstep: Class 30 contains 20228 members 
Mstep: Class 31 contains 4107 members 
Mstep: Class 32 contains 18884 members 
Mstep: Class 33 contains 3597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238188.000000 Penalty: 69198.960938
Iteration 109Q: 34 clusters Score -4.823819e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1317 members 
Mstep: Class 3 contains 61506 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3375 members 
Mstep: Class 6 contains 10192 members 
Mstep: Class 7 contains 5258 members 
Mstep: Class 8 contains 19453 members 
Mstep: Class 9 contains 74621 members 
Mstep: Class 10 contains 17628 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 30114 members 
Mstep: Class 13 contains 27825 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 13352 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 18 contains 9090 members 
Mstep: Class 19 contains 14496 members 
Mstep: Class 20 contains 3036 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 6194 members 
Mstep: Class 24 contains 18054 members 
Mstep: Class 25 contains 6692 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 2753 members 
Mstep: Class 30 contains 20178 members 
Mstep: Class 31 contains 4109 members 
Mstep: Class 32 contains 19213 members 
Mstep: Class 33 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238264.000000 Penalty: 69198.960938
Iteration 110Q: 34 clusters Score -4.823826e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 61269 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 10190 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 19461 members 
Mstep: Class 9 contains 74574 members 
Mstep: Class 10 contains 17617 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 30178 members 
Mstep: Class 13 contains 27796 members 
Mstep: Class 14 contains 3524 members 
Mstep: Class 15 contains 13386 members 
Mstep: Class 16 contains 5995 members 
Mstep: Class 17 contains 1287 members 
Mstep: Class 18 contains 9087 members 
Mstep: Class 19 contains 14496 members 
Mstep: Class 20 contains 3036 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 6198 members 
Mstep: Class 24 contains 18013 members 
Mstep: Class 25 contains 6690 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 1529 members 
Mstep: Class 29 contains 2751 members 
Mstep: Class 30 contains 20130 members 
Mstep: Class 31 contains 4112 members 
Mstep: Class 32 contains 19540 members 
Mstep: Class 33 contains 3570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238368.000000 Penalty: 69198.960938
Iteration 111Q: 34 clusters Score -4.823837e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1321 members 
Mstep: Class 3 contains 61045 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 10192 members 
Mstep: Class 7 contains 5282 members 
Mstep: Class 8 contains 19471 members 
Mstep: Class 9 contains 74545 members 
Mstep: Class 10 contains 17617 members 
Mstep: Class 11 contains 2147 members 
Mstep: Class 12 contains 30227 members 
Mstep: Class 13 contains 27794 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 13411 members 
Mstep: Class 16 contains 5973 members 
Mstep: Class 17 contains 1287 members 
Mstep: Class 18 contains 9084 members 
Mstep: Class 19 contains 14496 members 
Mstep: Class 20 contains 3037 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 6201 members 
Mstep: Class 24 contains 17980 members 
Mstep: Class 25 contains 6694 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2751 members 
Mstep: Class 30 contains 20090 members 
Mstep: Class 31 contains 4113 members 
Mstep: Class 32 contains 19791 members 
Mstep: Class 33 contains 3561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238388.000000 Penalty: 69198.960938
Iteration 112Q: 34 clusters Score -4.823839e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1320 members 
Mstep: Class 3 contains 60828 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3372 members 
Mstep: Class 6 contains 10191 members 
Mstep: Class 7 contains 5297 members 
Mstep: Class 8 contains 19480 members 
Mstep: Class 9 contains 74510 members 
Mstep: Class 10 contains 17621 members 
Mstep: Class 11 contains 2145 members 
Mstep: Class 12 contains 30285 members 
Mstep: Class 13 contains 27811 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 13435 members 
Mstep: Class 16 contains 5956 members 
Mstep: Class 17 contains 1288 members 
Mstep: Class 18 contains 9079 members 
Mstep: Class 19 contains 14496 members 
Mstep: Class 20 contains 3037 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 6201 members 
Mstep: Class 24 contains 17948 members 
Mstep: Class 25 contains 6692 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2749 members 
Mstep: Class 30 contains 20036 members 
Mstep: Class 31 contains 4114 members 
Mstep: Class 32 contains 20034 members 
Mstep: Class 33 contains 3555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238400.000000 Penalty: 69198.960938
Iteration 113Q: 34 clusters Score -4.82384e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1320 members 
Mstep: Class 3 contains 60627 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3374 members 
Mstep: Class 6 contains 10189 members 
Mstep: Class 7 contains 5307 members 
Mstep: Class 8 contains 19489 members 
Mstep: Class 9 contains 74474 members 
Mstep: Class 10 contains 17628 members 
Mstep: Class 11 contains 2143 members 
Mstep: Class 12 contains 30346 members 
Mstep: Class 13 contains 27831 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 13445 members 
Mstep: Class 16 contains 5943 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9074 members 
Mstep: Class 19 contains 14496 members 
Mstep: Class 20 contains 3037 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5550 members 
Mstep: Class 23 contains 6205 members 
Mstep: Class 24 contains 17919 members 
Mstep: Class 25 contains 6693 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2748 members 
Mstep: Class 30 contains 19990 members 
Mstep: Class 31 contains 4114 members 
Mstep: Class 32 contains 20246 members 
Mstep: Class 33 contains 3546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238492.000000 Penalty: 69198.960938
Iteration 114Q: 34 clusters Score -4.823849e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1321 members 
Mstep: Class 3 contains 60440 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 5310 members 
Mstep: Class 8 contains 19492 members 
Mstep: Class 9 contains 74427 members 
Mstep: Class 10 contains 17638 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 30404 members 
Mstep: Class 13 contains 27834 members 
Mstep: Class 14 contains 3528 members 
Mstep: Class 15 contains 13450 members 
Mstep: Class 16 contains 5935 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 9070 members 
Mstep: Class 19 contains 14497 members 
Mstep: Class 20 contains 3037 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5551 members 
Mstep: Class 23 contains 6206 members 
Mstep: Class 24 contains 17899 members 
Mstep: Class 25 contains 6693 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2749 members 
Mstep: Class 30 contains 19959 members 
Mstep: Class 31 contains 4114 members 
Mstep: Class 32 contains 20461 members 
Mstep: Class 33 contains 3544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238640.000000 Penalty: 69198.960938
Iteration 115Q: 34 clusters Score -4.823864e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 60272 members 
Mstep: Class 4 contains 2232 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 5322 members 
Mstep: Class 8 contains 19493 members 
Mstep: Class 9 contains 74384 members 
Mstep: Class 10 contains 17650 members 
Mstep: Class 11 contains 2142 members 
Mstep: Class 12 contains 30454 members 
Mstep: Class 13 contains 27814 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 13460 members 
Mstep: Class 16 contains 5929 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 3036 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5551 members 
Mstep: Class 23 contains 6206 members 
Mstep: Class 24 contains 17870 members 
Mstep: Class 25 contains 6695 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2749 members 
Mstep: Class 30 contains 19940 members 
Mstep: Class 31 contains 4114 members 
Mstep: Class 32 contains 20660 members 
Mstep: Class 33 contains 3539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238632.000000 Penalty: 69198.960938
Iteration 116Q: 34 clusters Score -4.823863e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 60138 members 
Mstep: Class 4 contains 2233 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 10189 members 
Mstep: Class 7 contains 5342 members 
Mstep: Class 8 contains 19495 members 
Mstep: Class 9 contains 74339 members 
Mstep: Class 10 contains 17656 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 30508 members 
Mstep: Class 13 contains 27769 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 13467 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 9071 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 3035 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5551 members 
Mstep: Class 23 contains 6209 members 
Mstep: Class 24 contains 17846 members 
Mstep: Class 25 contains 6695 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2751 members 
Mstep: Class 30 contains 19913 members 
Mstep: Class 31 contains 4114 members 
Mstep: Class 32 contains 20859 members 
Mstep: Class 33 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238536.000000 Penalty: 69198.960938
Iteration 117Q: 34 clusters Score -4.823854e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 60037 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 3371 members 
Mstep: Class 6 contains 10190 members 
Mstep: Class 7 contains 5360 members 
Mstep: Class 8 contains 19503 members 
Mstep: Class 9 contains 74315 members 
Mstep: Class 10 contains 17658 members 
Mstep: Class 11 contains 2139 members 
Mstep: Class 12 contains 30551 members 
Mstep: Class 13 contains 27707 members 
Mstep: Class 14 contains 3530 members 
Mstep: Class 15 contains 13484 members 
Mstep: Class 16 contains 5893 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9069 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 3034 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 6208 members 
Mstep: Class 24 contains 17821 members 
Mstep: Class 25 contains 6693 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2753 members 
Mstep: Class 30 contains 19894 members 
Mstep: Class 31 contains 4114 members 
Mstep: Class 32 contains 21029 members 
Mstep: Class 33 contains 3533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48238684.000000 Penalty: 69198.960938
Iteration 118Q: 34 clusters Score -4.823868e+07 nChanged 438
Entering ConstructFrom: 
Score: -48238684.000000 Penalty: 69198.960938
Entering ConstructFrom: 
Trying to split cluster 1 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -140277.640625 Penalty: 1155.089600
	Iteration 0F: 2 clusters Score -140277.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -138708.093750 Penalty: 2310.179199
	Iteration 0F: 3 clusters Score -138708.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -139033.328125 Penalty: 2310.179199
	Iteration 1F: 3 clusters Score -139033.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -139162.781250 Penalty: 2310.179199
	Iteration 2F: 3 clusters Score -139162.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -139256.250000 Penalty: 2310.179199
	Iteration 3F: 3 clusters Score -139256.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -139349.921875 Penalty: 2310.179199
	Iteration 4F: 3 clusters Score -139349.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -139415.359375 Penalty: 2310.179199
	Iteration 5Q: 3 clusters Score -139415.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -139472.703125 Penalty: 2310.179199
	Iteration 6Q: 3 clusters Score -139472.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -139518.468750 Penalty: 2310.179199
	Iteration 7Q: 3 clusters Score -139518.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -139552.296875 Penalty: 2310.179199
	Iteration 8Q: 3 clusters Score -139552.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -139593.515625 Penalty: 2310.179199
	Iteration 9Q: 3 clusters Score -139593.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -139622.968750 Penalty: 2310.179199
	Iteration 10Q: 3 clusters Score -139623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -139639.531250 Penalty: 2310.179199
	Iteration 11Q: 3 clusters Score -139639.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -139649.593750 Penalty: 2310.179199
	Iteration 12Q: 3 clusters Score -139649.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -139655.093750 Penalty: 2310.179199
	Iteration 13Q: 3 clusters Score -139655.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -139665.000000 Penalty: 2310.179199
	Iteration 14Q: 3 clusters Score -139665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -139678.968750 Penalty: 2310.179199
	Iteration 15Q: 3 clusters Score -139679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -139683.812500 Penalty: 2310.179199
	Iteration 16Q: 3 clusters Score -139683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -139686.046875 Penalty: 2310.179199
	Iteration 17Q: 3 clusters Score -139686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -139686.578125 Penalty: 2310.179199
	Iteration 18Q: 3 clusters Score -139686.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -139687.453125 Penalty: 2310.179199
	Iteration 19Q: 3 clusters Score -139687.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -139689.265625 Penalty: 2310.179199
	Iteration 20F: 3 clusters Score -139689.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -154843.531250 Penalty: 1167.871460
	Iteration 0F: 2 clusters Score -154843.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -153188.406250 Penalty: 2335.742920
	Iteration 0F: 3 clusters Score -153188.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -153494.187500 Penalty: 2335.742920
	Iteration 1F: 3 clusters Score -153494.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -153587.171875 Penalty: 2335.742920
	Iteration 2F: 3 clusters Score -153587.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -153629.328125 Penalty: 2335.742920
	Iteration 3Q: 3 clusters Score -153629.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153658.218750 Penalty: 2335.742920
	Iteration 4Q: 3 clusters Score -153658.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -153687.968750 Penalty: 2335.742920
	Iteration 5Q: 3 clusters Score -153688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -153714.125000 Penalty: 2335.742920
	Iteration 6Q: 3 clusters Score -153714.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -153733.093750 Penalty: 2335.742920
	Iteration 7Q: 3 clusters Score -153733.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -153750.000000 Penalty: 2335.742920
	Iteration 8Q: 3 clusters Score -153750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -153767.156250 Penalty: 2335.742920
	Iteration 9Q: 3 clusters Score -153767.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -153783.781250 Penalty: 2335.742920
	Iteration 10Q: 3 clusters Score -153783.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -153822.656250 Penalty: 2335.742920
	Iteration 11Q: 3 clusters Score -153822.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -153864.078125 Penalty: 2335.742920
	Iteration 12Q: 3 clusters Score -153864.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -153894.531250 Penalty: 2335.742920
	Iteration 13Q: 3 clusters Score -153894.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -153929.328125 Penalty: 2335.742920
	Iteration 14Q: 3 clusters Score -153929.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -153955.093750 Penalty: 2335.742920
	Iteration 15Q: 3 clusters Score -153955.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -153968.359375 Penalty: 2335.742920
	Iteration 16Q: 3 clusters Score -153968.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -153983.000000 Penalty: 2335.742920
	Iteration 17Q: 3 clusters Score -153983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -153997.375000 Penalty: 2335.742920
	Iteration 18Q: 3 clusters Score -153997.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -154006.203125 Penalty: 2335.742920
	Iteration 19Q: 3 clusters Score -154006.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -154012.234375 Penalty: 2335.742920
	Iteration 20F: 3 clusters Score -154012.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -154020.859375 Penalty: 2335.742920
	Iteration 21Q: 3 clusters Score -154020.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -154023.406250 Penalty: 2335.742920
	Iteration 22Q: 3 clusters Score -154023.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -154024.546875 Penalty: 2335.742920
	Iteration 23Q: 3 clusters Score -154024.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -154025.781250 Penalty: 2335.742920
	Iteration 24Q: 3 clusters Score -154025.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -154027.562500 Penalty: 2335.742920
	Iteration 25Q: 3 clusters Score -154027.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -154030.125000 Penalty: 2335.742920
	Iteration 26Q: 3 clusters Score -154030.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -154032.406250 Penalty: 2335.742920
	Iteration 27Q: 3 clusters Score -154032.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -154033.000000 Penalty: 2335.742920
	Iteration 28Q: 3 clusters Score -154033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -154033.000000 Penalty: 2335.742920
	Iteration 29F: 3 clusters Score -154033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Entering Unmasked Estep 
Score: -7401232.000000 Penalty: 1787.724731
	Iteration 0F: 2 clusters Score -7401232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -7361812.500000 Penalty: 3575.449463
	Iteration 0F: 3 clusters Score -7361812 nChanged 28502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -7378486.000000 Penalty: 3575.449463
	Iteration 1F: 3 clusters Score -7378486 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -7379454.500000 Penalty: 3575.449463
	Iteration 2Q: 3 clusters Score -7379454 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -7380918.500000 Penalty: 3575.449463
	Iteration 3F: 3 clusters Score -7380918 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -7383010.500000 Penalty: 3575.449463
	Iteration 4F: 3 clusters Score -7383010 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -7385725.500000 Penalty: 3575.449463
	Iteration 5F: 3 clusters Score -7385726 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -7388870.500000 Penalty: 3575.449463
	Iteration 6F: 3 clusters Score -7388870 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -7392289.500000 Penalty: 3575.449463
	Iteration 7F: 3 clusters Score -7392290 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 54492 members 
Entering Unmasked Estep 
Score: -7395400.000000 Penalty: 3575.449463
	Iteration 8F: 3 clusters Score -7395400 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 56912 members 
Entering Unmasked Estep 
Score: -7397672.000000 Penalty: 3575.449463
	Iteration 9Q: 3 clusters Score -7397672 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 58142 members 
Entering Unmasked Estep 
Score: -7398717.000000 Penalty: 3575.449463
	Iteration 10Q: 3 clusters Score -7398717 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 58728 members 
Entering Unmasked Estep 
Score: -7399203.500000 Penalty: 3575.449463
	Iteration 11Q: 3 clusters Score -7399204 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -7399416.500000 Penalty: 3575.449463
	Iteration 12Q: 3 clusters Score -7399416 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 59145 members 
Entering Unmasked Estep 
Score: -7399595.000000 Penalty: 3575.449463
	Iteration 13Q: 3 clusters Score -7399595 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -7399689.500000 Penalty: 3575.449463
	Iteration 14Q: 3 clusters Score -7399690 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -7399736.000000 Penalty: 3575.449463
	Iteration 15Q: 3 clusters Score -7399736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 59306 members 
Entering Unmasked Estep 
Score: -7399766.500000 Penalty: 3575.449463
	Iteration 16Q: 3 clusters Score -7399766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 59326 members 
Entering Unmasked Estep 
Score: -7399797.500000 Penalty: 3575.449463
	Iteration 17Q: 3 clusters Score -7399798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -7399799.000000 Penalty: 3575.449463
	Iteration 18Q: 3 clusters Score -7399799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 59345 members 
Entering Unmasked Estep 
Score: -7399806.500000 Penalty: 3575.449463
	Iteration 19Q: 3 clusters Score -7399806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 59358 members 
Entering Unmasked Estep 
Score: -7399811.500000 Penalty: 3575.449463
	Iteration 20F: 3 clusters Score -7399812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -7399810.000000 Penalty: 3575.449463
	Iteration 21Q: 3 clusters Score -7399810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -7399818.000000 Penalty: 3575.449463
	Iteration 22Q: 3 clusters Score -7399818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 59373 members 
Entering Unmasked Estep 
Score: -7399816.500000 Penalty: 3575.449463
	Iteration 23Q: 3 clusters Score -7399816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -7399830.000000 Penalty: 3575.449463
	Iteration 24Q: 3 clusters Score -7399830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 59378 members 
Entering Unmasked Estep 
Score: -7399829.000000 Penalty: 3575.449463
	Iteration 25Q: 3 clusters Score -7399829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -7399830.500000 Penalty: 3575.449463
	Iteration 26Q: 3 clusters Score -7399830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 59385 members 
Entering Unmasked Estep 
Score: -7399840.000000 Penalty: 3575.449463
	Iteration 27Q: 3 clusters Score -7399840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 59387 members 
Entering Unmasked Estep 
Score: -7399836.000000 Penalty: 3575.449463
	Iteration 28Q: 3 clusters Score -7399836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -7399836.500000 Penalty: 3575.449463
	Iteration 29Q: 3 clusters Score -7399836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 59389 members 
Entering Unmasked Estep 
Score: -7399843.500000 Penalty: 3575.449463
	Iteration 30Q: 3 clusters Score -7399844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -7399838.000000 Penalty: 3575.449463
	Iteration 31Q: 3 clusters Score -7399838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -7399841.500000 Penalty: 3575.449463
	Iteration 32Q: 3 clusters Score -7399842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 59392 members 
Entering Unmasked Estep 
Score: -7399839.500000 Penalty: 3575.449463
	Iteration 33Q: 3 clusters Score -7399840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -7399845.500000 Penalty: 3575.449463
	Iteration 34Q: 3 clusters Score -7399846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 59397 members 
Entering Unmasked Estep 
Score: -7399849.500000 Penalty: 3575.449463
	Iteration 35Q: 3 clusters Score -7399850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -7399857.500000 Penalty: 3575.449463
	Iteration 36Q: 3 clusters Score -7399858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -7399858.500000 Penalty: 3575.449463
	Iteration 37Q: 3 clusters Score -7399858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -7399862.000000 Penalty: 3575.449463
	Iteration 38Q: 3 clusters Score -7399862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 59410 members 
Entering Unmasked Estep 
Score: -7399863.000000 Penalty: 3575.449463
	Iteration 39Q: 3 clusters Score -7399863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 59413 members 
Entering Unmasked Estep 
Score: -7399861.500000 Penalty: 3575.449463
	Iteration 40F: 3 clusters Score -7399862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -7399859.000000 Penalty: 3575.449463
	Iteration 41Q: 3 clusters Score -7399859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 59415 members 
Entering Unmasked Estep 
Score: -7399859.000000 Penalty: 3575.449463
	Iteration 42F: 3 clusters Score -7399859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -271304.406250 Penalty: 1253.126709
	Iteration 0F: 2 clusters Score -271304.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -269061.125000 Penalty: 2506.253418
	Iteration 0F: 3 clusters Score -269061.1 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -269621.218750 Penalty: 2506.253418
	Iteration 1F: 3 clusters Score -269621.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -269871.531250 Penalty: 2506.253418
	Iteration 2F: 3 clusters Score -269871.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -270076.906250 Penalty: 2506.253418
	Iteration 3F: 3 clusters Score -270076.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -270289.062500 Penalty: 2506.253418
	Iteration 4F: 3 clusters Score -270289.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -270544.500000 Penalty: 2506.253418
	Iteration 5F: 3 clusters Score -270544.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -270894.781250 Penalty: 2506.253418
	Iteration 6F: 3 clusters Score -270894.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -271001.812500 Penalty: 2506.253418
	Iteration 7Q: 3 clusters Score -271001.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -271048.125000 Penalty: 2506.253418
	Iteration 8Q: 3 clusters Score -271048.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -271079.031250 Penalty: 2506.253418
	Iteration 9Q: 3 clusters Score -271079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -271107.906250 Penalty: 2506.253418
	Iteration 10Q: 3 clusters Score -271107.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -271140.937500 Penalty: 2506.253418
	Iteration 11Q: 3 clusters Score -271140.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -271161.437500 Penalty: 2506.253418
	Iteration 12Q: 3 clusters Score -271161.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -271179.750000 Penalty: 2506.253418
	Iteration 13Q: 3 clusters Score -271179.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -271200.875000 Penalty: 2506.253418
	Iteration 14Q: 3 clusters Score -271200.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -271212.750000 Penalty: 2506.253418
	Iteration 15Q: 3 clusters Score -271212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -271220.875000 Penalty: 2506.253418
	Iteration 16Q: 3 clusters Score -271220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -271228.031250 Penalty: 2506.253418
	Iteration 17Q: 3 clusters Score -271228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -271231.812500 Penalty: 2506.253418
	Iteration 18Q: 3 clusters Score -271231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -271234.718750 Penalty: 2506.253418
	Iteration 19Q: 3 clusters Score -271234.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -271243.625000 Penalty: 2506.253418
	Iteration 20F: 3 clusters Score -271243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -271247.593750 Penalty: 2506.253418
	Iteration 21Q: 3 clusters Score -271247.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -271250.406250 Penalty: 2506.253418
	Iteration 22Q: 3 clusters Score -271250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -271252.562500 Penalty: 2506.253418
	Iteration 23Q: 3 clusters Score -271252.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -271252.906250 Penalty: 2506.253418
	Iteration 24Q: 3 clusters Score -271252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -271252.906250 Penalty: 2506.253418
	Iteration 25F: 3 clusters Score -271252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Entering Unmasked Estep 
Score: -383587.437500 Penalty: 1319.885376
	Iteration 0F: 2 clusters Score -383587.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -380614.468750 Penalty: 2639.770752
	Iteration 0F: 3 clusters Score -380614.5 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -381473.687500 Penalty: 2639.770752
	Iteration 1F: 3 clusters Score -381473.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -381736.656250 Penalty: 2639.770752
	Iteration 2F: 3 clusters Score -381736.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -382003.343750 Penalty: 2639.770752
	Iteration 3F: 3 clusters Score -382003.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -382209.812500 Penalty: 2639.770752
	Iteration 4F: 3 clusters Score -382209.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -382376.906250 Penalty: 2639.770752
	Iteration 5F: 3 clusters Score -382376.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -382501.093750 Penalty: 2639.770752
	Iteration 6Q: 3 clusters Score -382501.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -382618.843750 Penalty: 2639.770752
	Iteration 7Q: 3 clusters Score -382618.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -382713.281250 Penalty: 2639.770752
	Iteration 8Q: 3 clusters Score -382713.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -382797.812500 Penalty: 2639.770752
	Iteration 9Q: 3 clusters Score -382797.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -382893.500000 Penalty: 2639.770752
	Iteration 10Q: 3 clusters Score -382893.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -382945.031250 Penalty: 2639.770752
	Iteration 11Q: 3 clusters Score -382945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -382976.812500 Penalty: 2639.770752
	Iteration 12Q: 3 clusters Score -382976.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -382993.656250 Penalty: 2639.770752
	Iteration 13Q: 3 clusters Score -382993.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -383009.812500 Penalty: 2639.770752
	Iteration 14Q: 3 clusters Score -383009.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -383021.687500 Penalty: 2639.770752
	Iteration 15Q: 3 clusters Score -383021.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -383031.437500 Penalty: 2639.770752
	Iteration 16Q: 3 clusters Score -383031.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -383038.468750 Penalty: 2639.770752
	Iteration 17Q: 3 clusters Score -383038.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -383045.437500 Penalty: 2639.770752
	Iteration 18Q: 3 clusters Score -383045.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -383049.906250 Penalty: 2639.770752
	Iteration 19Q: 3 clusters Score -383049.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -383052.312500 Penalty: 2639.770752
	Iteration 20F: 3 clusters Score -383052.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -383053.562500 Penalty: 2639.770752
	Iteration 21Q: 3 clusters Score -383053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -383054.312500 Penalty: 2639.770752
	Iteration 22Q: 3 clusters Score -383054.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -383054.468750 Penalty: 2639.770752
	Iteration 23Q: 3 clusters Score -383054.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -383054.468750 Penalty: 2639.770752
	Iteration 24F: 3 clusters Score -383054.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Entering Unmasked Estep 
Score: -1268635.000000 Penalty: 1499.786743
	Iteration 0F: 2 clusters Score -1268635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1261368.375000 Penalty: 2999.573486
	Iteration 0F: 3 clusters Score -1261368 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1263928.625000 Penalty: 2999.573486
	Iteration 1F: 3 clusters Score -1263929 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1264430.750000 Penalty: 2999.573486
	Iteration 2F: 3 clusters Score -1264431 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1265068.125000 Penalty: 2999.573486
	Iteration 3F: 3 clusters Score -1265068 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1265698.375000 Penalty: 2999.573486
	Iteration 4F: 3 clusters Score -1265698 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1266230.000000 Penalty: 2999.573486
	Iteration 5F: 3 clusters Score -1266230 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1266631.250000 Penalty: 2999.573486
	Iteration 6F: 3 clusters Score -1266631 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1266868.875000 Penalty: 2999.573486
	Iteration 7Q: 3 clusters Score -1266869 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1267022.000000 Penalty: 2999.573486
	Iteration 8Q: 3 clusters Score -1267022 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1267128.000000 Penalty: 2999.573486
	Iteration 9Q: 3 clusters Score -1267128 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1267190.750000 Penalty: 2999.573486
	Iteration 10Q: 3 clusters Score -1267191 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1267232.625000 Penalty: 2999.573486
	Iteration 11Q: 3 clusters Score -1267233 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1267259.375000 Penalty: 2999.573486
	Iteration 12Q: 3 clusters Score -1267259 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1267286.250000 Penalty: 2999.573486
	Iteration 13Q: 3 clusters Score -1267286 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1267309.750000 Penalty: 2999.573486
	Iteration 14Q: 3 clusters Score -1267310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1267329.375000 Penalty: 2999.573486
	Iteration 15Q: 3 clusters Score -1267329 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1267344.500000 Penalty: 2999.573486
	Iteration 16Q: 3 clusters Score -1267344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1267361.625000 Penalty: 2999.573486
	Iteration 17Q: 3 clusters Score -1267362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1267371.875000 Penalty: 2999.573486
	Iteration 18Q: 3 clusters Score -1267372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1267384.500000 Penalty: 2999.573486
	Iteration 19Q: 3 clusters Score -1267384 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1267401.125000 Penalty: 2999.573486
	Iteration 20F: 3 clusters Score -1267401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1267412.500000 Penalty: 2999.573486
	Iteration 21Q: 3 clusters Score -1267412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1267417.875000 Penalty: 2999.573486
	Iteration 22Q: 3 clusters Score -1267418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1267424.625000 Penalty: 2999.573486
	Iteration 23Q: 3 clusters Score -1267425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1267430.000000 Penalty: 2999.573486
	Iteration 24Q: 3 clusters Score -1267430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1267433.875000 Penalty: 2999.573486
	Iteration 25Q: 3 clusters Score -1267434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1267434.125000 Penalty: 2999.573486
	Iteration 26Q: 3 clusters Score -1267434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1267440.000000 Penalty: 2999.573486
	Iteration 27Q: 3 clusters Score -1267440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1267440.375000 Penalty: 2999.573486
	Iteration 28Q: 3 clusters Score -1267440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1267442.000000 Penalty: 2999.573486
	Iteration 29Q: 3 clusters Score -1267442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1267443.000000 Penalty: 2999.573486
	Iteration 30Q: 3 clusters Score -1267443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1267443.000000 Penalty: 2999.573486
	Iteration 31Q: 3 clusters Score -1267443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1267444.375000 Penalty: 2999.573486
	Iteration 32Q: 3 clusters Score -1267444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1267442.875000 Penalty: 2999.573486
	Iteration 33Q: 3 clusters Score -1267443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1267442.875000 Penalty: 2999.573486
	Iteration 34F: 3 clusters Score -1267443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Entering Unmasked Estep 
Score: -673078.437500 Penalty: 1396.128296
	Iteration 0F: 2 clusters Score -673078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -668850.000000 Penalty: 2792.256592
	Iteration 0F: 3 clusters Score -668850 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -670100.437500 Penalty: 2792.256592
	Iteration 1F: 3 clusters Score -670100.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -670315.937500 Penalty: 2792.256592
	Iteration 2F: 3 clusters Score -670315.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -670438.937500 Penalty: 2792.256592
	Iteration 3F: 3 clusters Score -670438.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -670518.312500 Penalty: 2792.256592
	Iteration 4Q: 3 clusters Score -670518.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -670574.750000 Penalty: 2792.256592
	Iteration 5Q: 3 clusters Score -670574.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -670620.375000 Penalty: 2792.256592
	Iteration 6Q: 3 clusters Score -670620.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -670657.875000 Penalty: 2792.256592
	Iteration 7Q: 3 clusters Score -670657.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -670694.812500 Penalty: 2792.256592
	Iteration 8Q: 3 clusters Score -670694.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -670725.187500 Penalty: 2792.256592
	Iteration 9Q: 3 clusters Score -670725.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -670757.625000 Penalty: 2792.256592
	Iteration 10Q: 3 clusters Score -670757.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -670785.500000 Penalty: 2792.256592
	Iteration 11Q: 3 clusters Score -670785.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -670817.062500 Penalty: 2792.256592
	Iteration 12Q: 3 clusters Score -670817.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -670853.562500 Penalty: 2792.256592
	Iteration 13Q: 3 clusters Score -670853.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -670882.875000 Penalty: 2792.256592
	Iteration 14Q: 3 clusters Score -670882.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -670915.437500 Penalty: 2792.256592
	Iteration 15Q: 3 clusters Score -670915.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -670946.687500 Penalty: 2792.256592
	Iteration 16Q: 3 clusters Score -670946.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -670986.937500 Penalty: 2792.256592
	Iteration 17Q: 3 clusters Score -670986.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -671029.437500 Penalty: 2792.256592
	Iteration 18Q: 3 clusters Score -671029.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -671069.812500 Penalty: 2792.256592
	Iteration 19Q: 3 clusters Score -671069.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -671112.562500 Penalty: 2792.256592
	Iteration 20F: 3 clusters Score -671112.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -671158.062500 Penalty: 2792.256592
	Iteration 21Q: 3 clusters Score -671158.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -671194.812500 Penalty: 2792.256592
	Iteration 22Q: 3 clusters Score -671194.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -671224.000000 Penalty: 2792.256592
	Iteration 23Q: 3 clusters Score -671224 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -671249.500000 Penalty: 2792.256592
	Iteration 24Q: 3 clusters Score -671249.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -671270.875000 Penalty: 2792.256592
	Iteration 25Q: 3 clusters Score -671270.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -671300.875000 Penalty: 2792.256592
	Iteration 26Q: 3 clusters Score -671300.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -671330.812500 Penalty: 2792.256592
	Iteration 27Q: 3 clusters Score -671330.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -671352.312500 Penalty: 2792.256592
	Iteration 28Q: 3 clusters Score -671352.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -671374.875000 Penalty: 2792.256592
	Iteration 29Q: 3 clusters Score -671374.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -671394.375000 Penalty: 2792.256592
	Iteration 30Q: 3 clusters Score -671394.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -671407.437500 Penalty: 2792.256592
	Iteration 31Q: 3 clusters Score -671407.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -671418.500000 Penalty: 2792.256592
	Iteration 32Q: 3 clusters Score -671418.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -671426.000000 Penalty: 2792.256592
	Iteration 33Q: 3 clusters Score -671426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -671433.875000 Penalty: 2792.256592
	Iteration 34Q: 3 clusters Score -671433.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -671442.250000 Penalty: 2792.256592
	Iteration 35Q: 3 clusters Score -671442.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -671447.437500 Penalty: 2792.256592
	Iteration 36Q: 3 clusters Score -671447.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -671452.500000 Penalty: 2792.256592
	Iteration 37Q: 3 clusters Score -671452.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -671456.062500 Penalty: 2792.256592
	Iteration 38Q: 3 clusters Score -671456.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -671460.375000 Penalty: 2792.256592
	Iteration 39Q: 3 clusters Score -671460.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -671464.687500 Penalty: 2792.256592
	Iteration 40F: 3 clusters Score -671464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -671465.375000 Penalty: 2792.256592
	Iteration 41Q: 3 clusters Score -671465.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -671468.562500 Penalty: 2792.256592
	Iteration 42Q: 3 clusters Score -671468.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -671474.062500 Penalty: 2792.256592
	Iteration 43Q: 3 clusters Score -671474.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -671478.625000 Penalty: 2792.256592
	Iteration 44Q: 3 clusters Score -671478.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -671481.187500 Penalty: 2792.256592
	Iteration 45Q: 3 clusters Score -671481.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -671484.250000 Penalty: 2792.256592
	Iteration 46Q: 3 clusters Score -671484.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -671485.500000 Penalty: 2792.256592
	Iteration 47Q: 3 clusters Score -671485.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -671488.187500 Penalty: 2792.256592
	Iteration 48Q: 3 clusters Score -671488.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -671489.687500 Penalty: 2792.256592
	Iteration 49Q: 3 clusters Score -671489.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -671492.312500 Penalty: 2792.256592
	Iteration 50Q: 3 clusters Score -671492.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -671494.437500 Penalty: 2792.256592
	Iteration 51Q: 3 clusters Score -671494.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -671494.812500 Penalty: 2792.256592
	Iteration 52Q: 3 clusters Score -671494.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -671498.625000 Penalty: 2792.256592
	Iteration 53Q: 3 clusters Score -671498.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -671499.062500 Penalty: 2792.256592
	Iteration 54Q: 3 clusters Score -671499.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -671500.187500 Penalty: 2792.256592
	Iteration 55Q: 3 clusters Score -671500.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -671503.687500 Penalty: 2792.256592
	Iteration 56Q: 3 clusters Score -671503.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -671504.062500 Penalty: 2792.256592
	Iteration 57Q: 3 clusters Score -671504.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -671504.625000 Penalty: 2792.256592
	Iteration 58Q: 3 clusters Score -671504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -671506.312500 Penalty: 2792.256592
	Iteration 59Q: 3 clusters Score -671506.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -671506.187500 Penalty: 2792.256592
	Iteration 60F: 3 clusters Score -671506.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -671506.000000 Penalty: 2792.256592
	Iteration 61Q: 3 clusters Score -671506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -671506.687500 Penalty: 2792.256592
	Iteration 62Q: 3 clusters Score -671506.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -671507.250000 Penalty: 2792.256592
	Iteration 63Q: 3 clusters Score -671507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -671507.187500 Penalty: 2792.256592
	Iteration 64Q: 3 clusters Score -671507.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -671507.625000 Penalty: 2792.256592
	Iteration 65Q: 3 clusters Score -671507.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -671508.250000 Penalty: 2792.256592
	Iteration 66Q: 3 clusters Score -671508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -671508.875000 Penalty: 2792.256592
	Iteration 67Q: 3 clusters Score -671508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -671508.625000 Penalty: 2792.256592
	Iteration 68Q: 3 clusters Score -671508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -671510.187500 Penalty: 2792.256592
	Iteration 69Q: 3 clusters Score -671510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -671510.250000 Penalty: 2792.256592
	Iteration 70Q: 3 clusters Score -671510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -671510.812500 Penalty: 2792.256592
	Iteration 71Q: 3 clusters Score -671510.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -671510.812500 Penalty: 2792.256592
	Iteration 72F: 3 clusters Score -671510.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Entering Unmasked Estep 
Score: -2408412.750000 Penalty: 1605.394165
	Iteration 0F: 2 clusters Score -2408413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2395049.250000 Penalty: 3210.788330
	Iteration 0F: 3 clusters Score -2395049 nChanged 8808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2399896.750000 Penalty: 3210.788330
	Iteration 1F: 3 clusters Score -2399897 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2400225.250000 Penalty: 3210.788330
	Iteration 2F: 3 clusters Score -2400225 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2400489.750000 Penalty: 3210.788330
	Iteration 3Q: 3 clusters Score -2400490 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2400760.000000 Penalty: 3210.788330
	Iteration 4Q: 3 clusters Score -2400760 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2401061.750000 Penalty: 3210.788330
	Iteration 5Q: 3 clusters Score -2401062 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2401402.750000 Penalty: 3210.788330
	Iteration 6Q: 3 clusters Score -2401403 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2401820.750000 Penalty: 3210.788330
	Iteration 7Q: 3 clusters Score -2401821 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2402299.750000 Penalty: 3210.788330
	Iteration 8Q: 3 clusters Score -2402300 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -2402832.750000 Penalty: 3210.788330
	Iteration 9F: 3 clusters Score -2402833 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2403384.750000 Penalty: 3210.788330
	Iteration 10Q: 3 clusters Score -2403385 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2403875.250000 Penalty: 3210.788330
	Iteration 11Q: 3 clusters Score -2403875 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2404268.750000 Penalty: 3210.788330
	Iteration 12Q: 3 clusters Score -2404269 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2404573.250000 Penalty: 3210.788330
	Iteration 13Q: 3 clusters Score -2404573 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2404814.500000 Penalty: 3210.788330
	Iteration 14Q: 3 clusters Score -2404814 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2404981.000000 Penalty: 3210.788330
	Iteration 15Q: 3 clusters Score -2404981 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2405126.250000 Penalty: 3210.788330
	Iteration 16Q: 3 clusters Score -2405126 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -2405265.250000 Penalty: 3210.788330
	Iteration 17Q: 3 clusters Score -2405265 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2405402.750000 Penalty: 3210.788330
	Iteration 18Q: 3 clusters Score -2405403 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2405559.250000 Penalty: 3210.788330
	Iteration 19Q: 3 clusters Score -2405559 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2405705.250000 Penalty: 3210.788330
	Iteration 20F: 3 clusters Score -2405705 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2405850.750000 Penalty: 3210.788330
	Iteration 21Q: 3 clusters Score -2405851 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2405999.500000 Penalty: 3210.788330
	Iteration 22Q: 3 clusters Score -2406000 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2406134.250000 Penalty: 3210.788330
	Iteration 23Q: 3 clusters Score -2406134 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2406251.500000 Penalty: 3210.788330
	Iteration 24Q: 3 clusters Score -2406252 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2406367.750000 Penalty: 3210.788330
	Iteration 25Q: 3 clusters Score -2406368 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2406461.500000 Penalty: 3210.788330
	Iteration 26Q: 3 clusters Score -2406462 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2406550.500000 Penalty: 3210.788330
	Iteration 27Q: 3 clusters Score -2406550 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2406634.500000 Penalty: 3210.788330
	Iteration 28Q: 3 clusters Score -2406634 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2406707.750000 Penalty: 3210.788330
	Iteration 29Q: 3 clusters Score -2406708 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2406767.250000 Penalty: 3210.788330
	Iteration 30Q: 3 clusters Score -2406767 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2406808.500000 Penalty: 3210.788330
	Iteration 31Q: 3 clusters Score -2406808 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2406851.500000 Penalty: 3210.788330
	Iteration 32Q: 3 clusters Score -2406852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2406895.750000 Penalty: 3210.788330
	Iteration 33Q: 3 clusters Score -2406896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2406932.500000 Penalty: 3210.788330
	Iteration 34Q: 3 clusters Score -2406932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2406960.500000 Penalty: 3210.788330
	Iteration 35Q: 3 clusters Score -2406960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2406978.500000 Penalty: 3210.788330
	Iteration 36Q: 3 clusters Score -2406978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2406997.500000 Penalty: 3210.788330
	Iteration 37Q: 3 clusters Score -2406998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2407007.750000 Penalty: 3210.788330
	Iteration 38Q: 3 clusters Score -2407008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2407019.750000 Penalty: 3210.788330
	Iteration 39Q: 3 clusters Score -2407020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2407023.500000 Penalty: 3210.788330
	Iteration 40F: 3 clusters Score -2407024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2407025.000000 Penalty: 3210.788330
	Iteration 41Q: 3 clusters Score -2407025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2407023.250000 Penalty: 3210.788330
	Iteration 42Q: 3 clusters Score -2407023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2407023.500000 Penalty: 3210.788330
	Iteration 43Q: 3 clusters Score -2407024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2407025.750000 Penalty: 3210.788330
	Iteration 44Q: 3 clusters Score -2407026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2407031.000000 Penalty: 3210.788330
	Iteration 45Q: 3 clusters Score -2407031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2407029.250000 Penalty: 3210.788330
	Iteration 46Q: 3 clusters Score -2407029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2407033.250000 Penalty: 3210.788330
	Iteration 47Q: 3 clusters Score -2407033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2407041.750000 Penalty: 3210.788330
	Iteration 48Q: 3 clusters Score -2407042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2407046.750000 Penalty: 3210.788330
	Iteration 49Q: 3 clusters Score -2407047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -2407048.000000 Penalty: 3210.788330
	Iteration 50Q: 3 clusters Score -2407048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2407047.500000 Penalty: 3210.788330
	Iteration 51Q: 3 clusters Score -2407048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2407049.250000 Penalty: 3210.788330
	Iteration 52Q: 3 clusters Score -2407049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -2407049.250000 Penalty: 3210.788330
	Iteration 53F: 3 clusters Score -2407049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (74285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74285 members 
Entering Unmasked Estep 
Score: -9183767.000000 Penalty: 1822.545410
	Iteration 0F: 2 clusters Score -9183767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -9134661.000000 Penalty: 3645.090820
	Iteration 0F: 3 clusters Score -9134661 nChanged 35274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -9154525.000000 Penalty: 3645.090820
	Iteration 1F: 3 clusters Score -9154525 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38307 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -9155144.000000 Penalty: 3645.090820
	Iteration 2Q: 3 clusters Score -9155144 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -9155701.000000 Penalty: 3645.090820
	Iteration 3Q: 3 clusters Score -9155701 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -9156361.000000 Penalty: 3645.090820
	Iteration 4Q: 3 clusters Score -9156361 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -9157222.000000 Penalty: 3645.090820
	Iteration 5Q: 3 clusters Score -9157222 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -9158457.000000 Penalty: 3645.090820
	Iteration 6Q: 3 clusters Score -9158457 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -9160594.000000 Penalty: 3645.090820
	Iteration 7F: 3 clusters Score -9160594 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -9164016.000000 Penalty: 3645.090820
	Iteration 8F: 3 clusters Score -9164016 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59367 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -9168907.000000 Penalty: 3645.090820
	Iteration 9F: 3 clusters Score -9168907 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65239 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -9174225.000000 Penalty: 3645.090820
	Iteration 10F: 3 clusters Score -9174225 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69752 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -9178505.000000 Penalty: 3645.090820
	Iteration 11F: 3 clusters Score -9178505 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72418 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -9180825.000000 Penalty: 3645.090820
	Iteration 12Q: 3 clusters Score -9180825 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73540 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9181656.000000 Penalty: 3645.090820
	Iteration 13Q: 3 clusters Score -9181656 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73954 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9181961.000000 Penalty: 3645.090820
	Iteration 14Q: 3 clusters Score -9181961 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74060 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -9182063.000000 Penalty: 3645.090820
	Iteration 15Q: 3 clusters Score -9182063 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9182133.000000 Penalty: 3645.090820
	Iteration 16Q: 3 clusters Score -9182133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -9182142.000000 Penalty: 3645.090820
	Iteration 17Q: 3 clusters Score -9182142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74115 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -9182147.000000 Penalty: 3645.090820
	Iteration 18Q: 3 clusters Score -9182147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74119 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -9182163.000000 Penalty: 3645.090820
	Iteration 19Q: 3 clusters Score -9182163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74124 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -9182170.000000 Penalty: 3645.090820
	Iteration 20F: 3 clusters Score -9182170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74128 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -9182186.000000 Penalty: 3645.090820
	Iteration 21Q: 3 clusters Score -9182186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9182186.000000 Penalty: 3645.090820
	Iteration 22Q: 3 clusters Score -9182186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -9182186.000000 Penalty: 3645.090820
	Iteration 23F: 3 clusters Score -9182186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Entering Unmasked Estep 
Score: -2180570.750000 Penalty: 1589.151978
	Iteration 0F: 2 clusters Score -2180571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2168382.000000 Penalty: 3178.303955
	Iteration 0F: 3 clusters Score -2168382 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2172715.500000 Penalty: 3178.303955
	Iteration 1F: 3 clusters Score -2172716 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2173070.250000 Penalty: 3178.303955
	Iteration 2F: 3 clusters Score -2173070 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2173450.500000 Penalty: 3178.303955
	Iteration 3F: 3 clusters Score -2173450 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2173873.500000 Penalty: 3178.303955
	Iteration 4F: 3 clusters Score -2173874 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2174421.000000 Penalty: 3178.303955
	Iteration 5F: 3 clusters Score -2174421 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2175068.500000 Penalty: 3178.303955
	Iteration 6F: 3 clusters Score -2175068 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2175770.000000 Penalty: 3178.303955
	Iteration 7F: 3 clusters Score -2175770 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2176391.000000 Penalty: 3178.303955
	Iteration 8F: 3 clusters Score -2176391 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -2176921.000000 Penalty: 3178.303955
	Iteration 9Q: 3 clusters Score -2176921 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2177426.000000 Penalty: 3178.303955
	Iteration 10Q: 3 clusters Score -2177426 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2177788.000000 Penalty: 3178.303955
	Iteration 11Q: 3 clusters Score -2177788 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2178114.750000 Penalty: 3178.303955
	Iteration 12Q: 3 clusters Score -2178115 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2178343.750000 Penalty: 3178.303955
	Iteration 13Q: 3 clusters Score -2178344 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -2178486.500000 Penalty: 3178.303955
	Iteration 14Q: 3 clusters Score -2178486 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2178578.500000 Penalty: 3178.303955
	Iteration 15Q: 3 clusters Score -2178578 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2178643.500000 Penalty: 3178.303955
	Iteration 16Q: 3 clusters Score -2178644 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2178703.250000 Penalty: 3178.303955
	Iteration 17Q: 3 clusters Score -2178703 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2178753.000000 Penalty: 3178.303955
	Iteration 18Q: 3 clusters Score -2178753 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2178792.750000 Penalty: 3178.303955
	Iteration 19Q: 3 clusters Score -2178793 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2178823.750000 Penalty: 3178.303955
	Iteration 20F: 3 clusters Score -2178824 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2178835.250000 Penalty: 3178.303955
	Iteration 21Q: 3 clusters Score -2178835 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2178852.000000 Penalty: 3178.303955
	Iteration 22Q: 3 clusters Score -2178852 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2178864.250000 Penalty: 3178.303955
	Iteration 23Q: 3 clusters Score -2178864 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2178871.750000 Penalty: 3178.303955
	Iteration 24Q: 3 clusters Score -2178872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2178893.250000 Penalty: 3178.303955
	Iteration 25Q: 3 clusters Score -2178893 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -2178896.250000 Penalty: 3178.303955
	Iteration 26Q: 3 clusters Score -2178896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -2178900.500000 Penalty: 3178.303955
	Iteration 27Q: 3 clusters Score -2178900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2178904.000000 Penalty: 3178.303955
	Iteration 28Q: 3 clusters Score -2178904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -2178917.500000 Penalty: 3178.303955
	Iteration 29Q: 3 clusters Score -2178918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2178921.250000 Penalty: 3178.303955
	Iteration 30Q: 3 clusters Score -2178921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2178923.000000 Penalty: 3178.303955
	Iteration 31Q: 3 clusters Score -2178923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2178927.000000 Penalty: 3178.303955
	Iteration 32Q: 3 clusters Score -2178927 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2178926.250000 Penalty: 3178.303955
	Iteration 33Q: 3 clusters Score -2178926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2178919.500000 Penalty: 3178.303955
	Iteration 34Q: 3 clusters Score -2178920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2178926.000000 Penalty: 3178.303955
	Iteration 35Q: 3 clusters Score -2178926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2178926.750000 Penalty: 3178.303955
	Iteration 36Q: 3 clusters Score -2178927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2178932.000000 Penalty: 3178.303955
	Iteration 37Q: 3 clusters Score -2178932 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2178931.250000 Penalty: 3178.303955
	Iteration 38Q: 3 clusters Score -2178931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2178939.000000 Penalty: 3178.303955
	Iteration 39Q: 3 clusters Score -2178939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2178944.250000 Penalty: 3178.303955
	Iteration 40F: 3 clusters Score -2178944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2178945.750000 Penalty: 3178.303955
	Iteration 41Q: 3 clusters Score -2178946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -2178944.250000 Penalty: 3178.303955
	Iteration 42Q: 3 clusters Score -2178944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -2178945.250000 Penalty: 3178.303955
	Iteration 43Q: 3 clusters Score -2178945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2178950.500000 Penalty: 3178.303955
	Iteration 44Q: 3 clusters Score -2178950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2178953.250000 Penalty: 3178.303955
	Iteration 45Q: 3 clusters Score -2178953 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2178961.250000 Penalty: 3178.303955
	Iteration 46Q: 3 clusters Score -2178961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2178957.250000 Penalty: 3178.303955
	Iteration 47Q: 3 clusters Score -2178957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2178957.750000 Penalty: 3178.303955
	Iteration 48Q: 3 clusters Score -2178958 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2178964.500000 Penalty: 3178.303955
	Iteration 49Q: 3 clusters Score -2178964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2178967.000000 Penalty: 3178.303955
	Iteration 50Q: 3 clusters Score -2178967 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2178966.750000 Penalty: 3178.303955
	Iteration 51Q: 3 clusters Score -2178967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2178972.000000 Penalty: 3178.303955
	Iteration 52Q: 3 clusters Score -2178972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2178974.500000 Penalty: 3178.303955
	Iteration 53Q: 3 clusters Score -2178974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2178969.500000 Penalty: 3178.303955
	Iteration 54Q: 3 clusters Score -2178970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2178973.500000 Penalty: 3178.303955
	Iteration 55Q: 3 clusters Score -2178974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2178972.000000 Penalty: 3178.303955
	Iteration 56Q: 3 clusters Score -2178972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2178975.750000 Penalty: 3178.303955
	Iteration 57Q: 3 clusters Score -2178976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2178974.750000 Penalty: 3178.303955
	Iteration 58Q: 3 clusters Score -2178975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2178979.250000 Penalty: 3178.303955
	Iteration 59Q: 3 clusters Score -2178979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -2178975.250000 Penalty: 3178.303955
	Iteration 60F: 3 clusters Score -2178975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2178977.500000 Penalty: 3178.303955
	Iteration 61Q: 3 clusters Score -2178978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2178974.750000 Penalty: 3178.303955
	Iteration 62Q: 3 clusters Score -2178975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2178981.250000 Penalty: 3178.303955
	Iteration 63Q: 3 clusters Score -2178981 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2178978.500000 Penalty: 3178.303955
	Iteration 64Q: 3 clusters Score -2178978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2178981.500000 Penalty: 3178.303955
	Iteration 65Q: 3 clusters Score -2178982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -2178977.000000 Penalty: 3178.303955
	Iteration 66Q: 3 clusters Score -2178977 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2178988.750000 Penalty: 3178.303955
	Iteration 67Q: 3 clusters Score -2178989 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -2178993.750000 Penalty: 3178.303955
	Iteration 68Q: 3 clusters Score -2178994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2178997.250000 Penalty: 3178.303955
	Iteration 69Q: 3 clusters Score -2178997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2178999.750000 Penalty: 3178.303955
	Iteration 70Q: 3 clusters Score -2179000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2178998.750000 Penalty: 3178.303955
	Iteration 71Q: 3 clusters Score -2178999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2178999.250000 Penalty: 3178.303955
	Iteration 72Q: 3 clusters Score -2178999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2179001.500000 Penalty: 3178.303955
	Iteration 73Q: 3 clusters Score -2179002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -2179002.500000 Penalty: 3178.303955
	Iteration 74Q: 3 clusters Score -2179002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2179003.500000 Penalty: 3178.303955
	Iteration 75Q: 3 clusters Score -2179004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2179004.750000 Penalty: 3178.303955
	Iteration 76Q: 3 clusters Score -2179005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2179008.500000 Penalty: 3178.303955
	Iteration 77Q: 3 clusters Score -2179008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2179010.250000 Penalty: 3178.303955
	Iteration 78Q: 3 clusters Score -2179010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2179012.500000 Penalty: 3178.303955
	Iteration 79Q: 3 clusters Score -2179012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -2179010.750000 Penalty: 3178.303955
	Iteration 80F: 3 clusters Score -2179011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2179007.500000 Penalty: 3178.303955
	Iteration 81Q: 3 clusters Score -2179008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2179007.750000 Penalty: 3178.303955
	Iteration 82Q: 3 clusters Score -2179008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2179007.750000 Penalty: 3178.303955
	Iteration 83Q: 3 clusters Score -2179008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2179008.500000 Penalty: 3178.303955
	Iteration 84Q: 3 clusters Score -2179008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2179010.500000 Penalty: 3178.303955
	Iteration 85Q: 3 clusters Score -2179010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -2179008.500000 Penalty: 3178.303955
	Iteration 86Q: 3 clusters Score -2179008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2179007.750000 Penalty: 3178.303955
	Iteration 87Q: 3 clusters Score -2179008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2179009.500000 Penalty: 3178.303955
	Iteration 88Q: 3 clusters Score -2179010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2179007.750000 Penalty: 3178.303955
	Iteration 89Q: 3 clusters Score -2179008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2179008.500000 Penalty: 3178.303955
	Iteration 90Q: 3 clusters Score -2179008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -2179008.500000 Penalty: 3178.303955
	Iteration 91Q: 3 clusters Score -2179008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2179006.500000 Penalty: 3178.303955
	Iteration 92Q: 3 clusters Score -2179006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2179009.250000 Penalty: 3178.303955
	Iteration 93Q: 3 clusters Score -2179009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -2179008.250000 Penalty: 3178.303955
	Iteration 94Q: 3 clusters Score -2179008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -2179009.250000 Penalty: 3178.303955
	Iteration 95Q: 3 clusters Score -2179009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2179010.250000 Penalty: 3178.303955
	Iteration 96Q: 3 clusters Score -2179010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2179008.250000 Penalty: 3178.303955
	Iteration 97Q: 3 clusters Score -2179008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2179008.250000 Penalty: 3178.303955
	Iteration 98Q: 3 clusters Score -2179008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2179010.750000 Penalty: 3178.303955
	Iteration 99Q: 3 clusters Score -2179011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -2179010.750000 Penalty: 3178.303955
	Iteration 100F: 3 clusters Score -2179011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Entering Unmasked Estep 
Score: -226391.078125 Penalty: 1245.761108
	Iteration 0F: 2 clusters Score -226391.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -224277.734375 Penalty: 2491.522217
	Iteration 0F: 3 clusters Score -224277.7 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -224913.562500 Penalty: 2491.522217
	Iteration 1F: 3 clusters Score -224913.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -225117.984375 Penalty: 2491.522217
	Iteration 2F: 3 clusters Score -225118 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -225265.281250 Penalty: 2491.522217
	Iteration 3F: 3 clusters Score -225265.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -225376.421875 Penalty: 2491.522217
	Iteration 4F: 3 clusters Score -225376.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -225437.796875 Penalty: 2491.522217
	Iteration 5Q: 3 clusters Score -225437.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -225471.078125 Penalty: 2491.522217
	Iteration 6Q: 3 clusters Score -225471.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -225517.703125 Penalty: 2491.522217
	Iteration 7Q: 3 clusters Score -225517.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -225561.640625 Penalty: 2491.522217
	Iteration 8Q: 3 clusters Score -225561.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -225628.000000 Penalty: 2491.522217
	Iteration 9Q: 3 clusters Score -225628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -225690.953125 Penalty: 2491.522217
	Iteration 10Q: 3 clusters Score -225691 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -225734.453125 Penalty: 2491.522217
	Iteration 11Q: 3 clusters Score -225734.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -225769.890625 Penalty: 2491.522217
	Iteration 12Q: 3 clusters Score -225769.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -225807.703125 Penalty: 2491.522217
	Iteration 13Q: 3 clusters Score -225807.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -225837.453125 Penalty: 2491.522217
	Iteration 14Q: 3 clusters Score -225837.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -225862.718750 Penalty: 2491.522217
	Iteration 15Q: 3 clusters Score -225862.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -225884.171875 Penalty: 2491.522217
	Iteration 16Q: 3 clusters Score -225884.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -225901.203125 Penalty: 2491.522217
	Iteration 17Q: 3 clusters Score -225901.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -225909.796875 Penalty: 2491.522217
	Iteration 18Q: 3 clusters Score -225909.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -225916.484375 Penalty: 2491.522217
	Iteration 19Q: 3 clusters Score -225916.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -225921.421875 Penalty: 2491.522217
	Iteration 20F: 3 clusters Score -225921.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -225926.671875 Penalty: 2491.522217
	Iteration 21Q: 3 clusters Score -225926.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -225930.078125 Penalty: 2491.522217
	Iteration 22Q: 3 clusters Score -225930.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -225932.062500 Penalty: 2491.522217
	Iteration 23Q: 3 clusters Score -225932.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -225934.406250 Penalty: 2491.522217
	Iteration 24Q: 3 clusters Score -225934.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -225938.921875 Penalty: 2491.522217
	Iteration 25Q: 3 clusters Score -225938.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -225946.531250 Penalty: 2491.522217
	Iteration 26Q: 3 clusters Score -225946.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -225951.078125 Penalty: 2491.522217
	Iteration 27Q: 3 clusters Score -225951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -225954.375000 Penalty: 2491.522217
	Iteration 28Q: 3 clusters Score -225954.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -225959.640625 Penalty: 2491.522217
	Iteration 29Q: 3 clusters Score -225959.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -225963.250000 Penalty: 2491.522217
	Iteration 30Q: 3 clusters Score -225963.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -225966.046875 Penalty: 2491.522217
	Iteration 31Q: 3 clusters Score -225966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -225971.875000 Penalty: 2491.522217
	Iteration 32Q: 3 clusters Score -225971.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -225974.453125 Penalty: 2491.522217
	Iteration 33Q: 3 clusters Score -225974.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -225977.609375 Penalty: 2491.522217
	Iteration 34Q: 3 clusters Score -225977.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -225982.265625 Penalty: 2491.522217
	Iteration 35Q: 3 clusters Score -225982.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -225990.187500 Penalty: 2491.522217
	Iteration 36Q: 3 clusters Score -225990.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -225995.421875 Penalty: 2491.522217
	Iteration 37Q: 3 clusters Score -225995.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -225998.828125 Penalty: 2491.522217
	Iteration 38Q: 3 clusters Score -225998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -226001.343750 Penalty: 2491.522217
	Iteration 39Q: 3 clusters Score -226001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -226003.078125 Penalty: 2491.522217
	Iteration 40F: 3 clusters Score -226003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -226007.421875 Penalty: 2491.522217
	Iteration 41Q: 3 clusters Score -226007.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -226011.015625 Penalty: 2491.522217
	Iteration 42Q: 3 clusters Score -226011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -226014.718750 Penalty: 2491.522217
	Iteration 43Q: 3 clusters Score -226014.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -226016.562500 Penalty: 2491.522217
	Iteration 44Q: 3 clusters Score -226016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -226017.015625 Penalty: 2491.522217
	Iteration 45Q: 3 clusters Score -226017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -226018.031250 Penalty: 2491.522217
	Iteration 46Q: 3 clusters Score -226018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -226018.203125 Penalty: 2491.522217
	Iteration 47Q: 3 clusters Score -226018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -226033.796875 Penalty: 2491.522217
	Iteration 48Q: 3 clusters Score -226033.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -226037.125000 Penalty: 2491.522217
	Iteration 49Q: 3 clusters Score -226037.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -226038.109375 Penalty: 2491.522217
	Iteration 50Q: 3 clusters Score -226038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -226038.984375 Penalty: 2491.522217
	Iteration 51Q: 3 clusters Score -226039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -226039.718750 Penalty: 2491.522217
	Iteration 52Q: 3 clusters Score -226039.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -226040.171875 Penalty: 2491.522217
	Iteration 53Q: 3 clusters Score -226040.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -226040.171875 Penalty: 2491.522217
	Iteration 54F: 3 clusters Score -226040.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (30604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Entering Unmasked Estep 
Score: -3788953.750000 Penalty: 1678.443970
	Iteration 0F: 2 clusters Score -3788954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3768458.750000 Penalty: 3356.887939
	Iteration 0F: 3 clusters Score -3768459 nChanged 14014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -3776511.500000 Penalty: 3356.887939
	Iteration 1F: 3 clusters Score -3776512 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -3777002.500000 Penalty: 3356.887939
	Iteration 2Q: 3 clusters Score -3777002 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3777600.500000 Penalty: 3356.887939
	Iteration 3Q: 3 clusters Score -3777600 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3778434.250000 Penalty: 3356.887939
	Iteration 4F: 3 clusters Score -3778434 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -3779711.500000 Penalty: 3356.887939
	Iteration 5F: 3 clusters Score -3779712 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -3781413.000000 Penalty: 3356.887939
	Iteration 6F: 3 clusters Score -3781413 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3783239.250000 Penalty: 3356.887939
	Iteration 7F: 3 clusters Score -3783239 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3784853.750000 Penalty: 3356.887939
	Iteration 8F: 3 clusters Score -3784854 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 28409 members 
Entering Unmasked Estep 
Score: -3785987.500000 Penalty: 3356.887939
	Iteration 9Q: 3 clusters Score -3785988 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -3786621.000000 Penalty: 3356.887939
	Iteration 10Q: 3 clusters Score -3786621 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -3786962.750000 Penalty: 3356.887939
	Iteration 11Q: 3 clusters Score -3786963 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3787153.500000 Penalty: 3356.887939
	Iteration 12Q: 3 clusters Score -3787154 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 29752 members 
Entering Unmasked Estep 
Score: -3787279.500000 Penalty: 3356.887939
	Iteration 13Q: 3 clusters Score -3787280 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -3787339.500000 Penalty: 3356.887939
	Iteration 14Q: 3 clusters Score -3787340 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 29910 members 
Entering Unmasked Estep 
Score: -3787376.000000 Penalty: 3356.887939
	Iteration 15Q: 3 clusters Score -3787376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -3787409.250000 Penalty: 3356.887939
	Iteration 16Q: 3 clusters Score -3787409 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3787434.250000 Penalty: 3356.887939
	Iteration 17Q: 3 clusters Score -3787434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -3787458.750000 Penalty: 3356.887939
	Iteration 18Q: 3 clusters Score -3787459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 30059 members 
Entering Unmasked Estep 
Score: -3787476.750000 Penalty: 3356.887939
	Iteration 19Q: 3 clusters Score -3787477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -3787485.250000 Penalty: 3356.887939
	Iteration 20F: 3 clusters Score -3787485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -3787493.500000 Penalty: 3356.887939
	Iteration 21Q: 3 clusters Score -3787494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -3787504.000000 Penalty: 3356.887939
	Iteration 22Q: 3 clusters Score -3787504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -3787508.000000 Penalty: 3356.887939
	Iteration 23Q: 3 clusters Score -3787508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -3787512.750000 Penalty: 3356.887939
	Iteration 24Q: 3 clusters Score -3787513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -3787518.250000 Penalty: 3356.887939
	Iteration 25Q: 3 clusters Score -3787518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -3787516.750000 Penalty: 3356.887939
	Iteration 26Q: 3 clusters Score -3787517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3787517.000000 Penalty: 3356.887939
	Iteration 27Q: 3 clusters Score -3787517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -3787516.250000 Penalty: 3356.887939
	Iteration 28Q: 3 clusters Score -3787516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -3787520.750000 Penalty: 3356.887939
	Iteration 29Q: 3 clusters Score -3787521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 30156 members 
Entering Unmasked Estep 
Score: -3787524.750000 Penalty: 3356.887939
	Iteration 30Q: 3 clusters Score -3787525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 30157 members 
Entering Unmasked Estep 
Score: -3787528.500000 Penalty: 3356.887939
	Iteration 31Q: 3 clusters Score -3787528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -3787525.750000 Penalty: 3356.887939
	Iteration 32Q: 3 clusters Score -3787526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -3787525.750000 Penalty: 3356.887939
	Iteration 33F: 3 clusters Score -3787526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Entering Unmasked Estep 
Score: -3409182.750000 Penalty: 1662.008057
	Iteration 0F: 2 clusters Score -3409183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -3390494.500000 Penalty: 3324.016113
	Iteration 0F: 3 clusters Score -3390494 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3397611.250000 Penalty: 3324.016113
	Iteration 1F: 3 clusters Score -3397611 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3398126.750000 Penalty: 3324.016113
	Iteration 2F: 3 clusters Score -3398127 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3398730.500000 Penalty: 3324.016113
	Iteration 3Q: 3 clusters Score -3398730 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -3399518.250000 Penalty: 3324.016113
	Iteration 4F: 3 clusters Score -3399518 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3400526.000000 Penalty: 3324.016113
	Iteration 5F: 3 clusters Score -3400526 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3401653.750000 Penalty: 3324.016113
	Iteration 6F: 3 clusters Score -3401654 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -3402754.250000 Penalty: 3324.016113
	Iteration 7F: 3 clusters Score -3402754 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -3403794.250000 Penalty: 3324.016113
	Iteration 8F: 3 clusters Score -3403794 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -3404738.750000 Penalty: 3324.016113
	Iteration 9Q: 3 clusters Score -3404739 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -3405562.500000 Penalty: 3324.016113
	Iteration 10Q: 3 clusters Score -3405562 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -3406246.500000 Penalty: 3324.016113
	Iteration 11Q: 3 clusters Score -3406246 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -3406759.750000 Penalty: 3324.016113
	Iteration 12Q: 3 clusters Score -3406760 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -3407143.750000 Penalty: 3324.016113
	Iteration 13Q: 3 clusters Score -3407144 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -3407408.500000 Penalty: 3324.016113
	Iteration 14Q: 3 clusters Score -3407408 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3407563.500000 Penalty: 3324.016113
	Iteration 15Q: 3 clusters Score -3407564 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3407693.000000 Penalty: 3324.016113
	Iteration 16Q: 3 clusters Score -3407693 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3407787.500000 Penalty: 3324.016113
	Iteration 17Q: 3 clusters Score -3407788 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3407871.750000 Penalty: 3324.016113
	Iteration 18Q: 3 clusters Score -3407872 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -3407937.500000 Penalty: 3324.016113
	Iteration 19Q: 3 clusters Score -3407938 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3407998.500000 Penalty: 3324.016113
	Iteration 20F: 3 clusters Score -3407998 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -3408057.500000 Penalty: 3324.016113
	Iteration 21Q: 3 clusters Score -3408058 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3408119.000000 Penalty: 3324.016113
	Iteration 22Q: 3 clusters Score -3408119 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -3408185.250000 Penalty: 3324.016113
	Iteration 23Q: 3 clusters Score -3408185 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -3408230.750000 Penalty: 3324.016113
	Iteration 24Q: 3 clusters Score -3408231 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -3408305.250000 Penalty: 3324.016113
	Iteration 25Q: 3 clusters Score -3408305 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -3408383.250000 Penalty: 3324.016113
	Iteration 26Q: 3 clusters Score -3408383 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3408461.000000 Penalty: 3324.016113
	Iteration 27Q: 3 clusters Score -3408461 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -3408524.750000 Penalty: 3324.016113
	Iteration 28Q: 3 clusters Score -3408525 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -3408584.000000 Penalty: 3324.016113
	Iteration 29Q: 3 clusters Score -3408584 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3408666.000000 Penalty: 3324.016113
	Iteration 30Q: 3 clusters Score -3408666 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3408743.250000 Penalty: 3324.016113
	Iteration 31Q: 3 clusters Score -3408743 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -3408823.750000 Penalty: 3324.016113
	Iteration 32Q: 3 clusters Score -3408824 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -3408924.000000 Penalty: 3324.016113
	Iteration 33Q: 3 clusters Score -3408924 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -3408996.750000 Penalty: 3324.016113
	Iteration 34Q: 3 clusters Score -3408997 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -3409077.750000 Penalty: 3324.016113
	Iteration 35Q: 3 clusters Score -3409078 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -3409177.500000 Penalty: 3324.016113
	Iteration 36Q: 3 clusters Score -3409178 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3409262.000000 Penalty: 3324.016113
	Iteration 37Q: 3 clusters Score -3409262 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -3409367.500000 Penalty: 3324.016113
	Iteration 38Q: 3 clusters Score -3409368 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -3409468.500000 Penalty: 3324.016113
	Iteration 39Q: 3 clusters Score -3409468 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -3409562.750000 Penalty: 3324.016113
	Iteration 40F: 3 clusters Score -3409563 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3409672.750000 Penalty: 3324.016113
	Iteration 41Q: 3 clusters Score -3409673 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -3409793.500000 Penalty: 3324.016113
	Iteration 42Q: 3 clusters Score -3409794 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3409901.750000 Penalty: 3324.016113
	Iteration 43Q: 3 clusters Score -3409902 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -3410010.750000 Penalty: 3324.016113
	Iteration 44Q: 3 clusters Score -3410011 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3410102.250000 Penalty: 3324.016113
	Iteration 45Q: 3 clusters Score -3410102 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -3410200.750000 Penalty: 3324.016113
	Iteration 46Q: 3 clusters Score -3410201 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -3410290.000000 Penalty: 3324.016113
	Iteration 47Q: 3 clusters Score -3410290 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -3410358.250000 Penalty: 3324.016113
	Iteration 48Q: 3 clusters Score -3410358 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -3410404.750000 Penalty: 3324.016113
	Iteration 49Q: 3 clusters Score -3410405 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -3410454.250000 Penalty: 3324.016113
	Iteration 50Q: 3 clusters Score -3410454 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3410479.750000 Penalty: 3324.016113
	Iteration 51Q: 3 clusters Score -3410480 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -3410508.250000 Penalty: 3324.016113
	Iteration 52Q: 3 clusters Score -3410508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -3410517.000000 Penalty: 3324.016113
	Iteration 53Q: 3 clusters Score -3410517 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -3410528.000000 Penalty: 3324.016113
	Iteration 54Q: 3 clusters Score -3410528 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3410524.000000 Penalty: 3324.016113
	Iteration 55Q: 3 clusters Score -3410524 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3410536.750000 Penalty: 3324.016113
	Iteration 56Q: 3 clusters Score -3410537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -3410539.000000 Penalty: 3324.016113
	Iteration 57Q: 3 clusters Score -3410539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3410536.000000 Penalty: 3324.016113
	Iteration 58Q: 3 clusters Score -3410536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -3410538.000000 Penalty: 3324.016113
	Iteration 59Q: 3 clusters Score -3410538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3410546.000000 Penalty: 3324.016113
	Iteration 60F: 3 clusters Score -3410546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3410557.250000 Penalty: 3324.016113
	Iteration 61Q: 3 clusters Score -3410557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -3410553.000000 Penalty: 3324.016113
	Iteration 62Q: 3 clusters Score -3410553 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -3410558.000000 Penalty: 3324.016113
	Iteration 63Q: 3 clusters Score -3410558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3410550.500000 Penalty: 3324.016113
	Iteration 64Q: 3 clusters Score -3410550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -3410555.750000 Penalty: 3324.016113
	Iteration 65Q: 3 clusters Score -3410556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -3410554.750000 Penalty: 3324.016113
	Iteration 66Q: 3 clusters Score -3410555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3410556.500000 Penalty: 3324.016113
	Iteration 67Q: 3 clusters Score -3410556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3410559.500000 Penalty: 3324.016113
	Iteration 68Q: 3 clusters Score -3410560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3410557.500000 Penalty: 3324.016113
	Iteration 69Q: 3 clusters Score -3410558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3410552.250000 Penalty: 3324.016113
	Iteration 70Q: 3 clusters Score -3410552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -3410555.000000 Penalty: 3324.016113
	Iteration 71Q: 3 clusters Score -3410555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3410555.000000 Penalty: 3324.016113
	Iteration 72Q: 3 clusters Score -3410555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -3410555.750000 Penalty: 3324.016113
	Iteration 73Q: 3 clusters Score -3410556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3410557.000000 Penalty: 3324.016113
	Iteration 74Q: 3 clusters Score -3410557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -3410557.500000 Penalty: 3324.016113
	Iteration 75Q: 3 clusters Score -3410558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3410551.750000 Penalty: 3324.016113
	Iteration 76Q: 3 clusters Score -3410552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -3410551.500000 Penalty: 3324.016113
	Iteration 77Q: 3 clusters Score -3410552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3410552.750000 Penalty: 3324.016113
	Iteration 78Q: 3 clusters Score -3410553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -3410553.250000 Penalty: 3324.016113
	Iteration 79Q: 3 clusters Score -3410553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3410552.250000 Penalty: 3324.016113
	Iteration 80F: 3 clusters Score -3410552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3410551.500000 Penalty: 3324.016113
	Iteration 81Q: 3 clusters Score -3410552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3410552.750000 Penalty: 3324.016113
	Iteration 82Q: 3 clusters Score -3410553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3410559.000000 Penalty: 3324.016113
	Iteration 83Q: 3 clusters Score -3410559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -3410559.250000 Penalty: 3324.016113
	Iteration 84Q: 3 clusters Score -3410559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3410559.250000 Penalty: 3324.016113
	Iteration 85Q: 3 clusters Score -3410559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3410561.000000 Penalty: 3324.016113
	Iteration 86Q: 3 clusters Score -3410561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -3410561.000000 Penalty: 3324.016113
	Iteration 87F: 3 clusters Score -3410561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 59957 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 5386 members 
Mstep: Class 8 contains 19523 members 
Mstep: Class 9 contains 74285 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 30604 members 
Mstep: Class 13 contains 13967 members 
Mstep: Class 14 contains 3530 members 
Mstep: Class 15 contains 13491 members 
Mstep: Class 16 contains 5876 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 3035 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 6207 members 
Mstep: Class 24 contains 17780 members 
Mstep: Class 25 contains 6691 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2755 members 
Mstep: Class 30 contains 19857 members 
Mstep: Class 31 contains 4114 members 
Mstep: Class 32 contains 21175 members 
Mstep: Class 33 contains 3531 members 
Mstep: Class 34 contains 13693 members 
Entering Unmasked Estep 
Score: -48239400.000000 Penalty: 71295.898438
Splitting cluster 13 changes total score from -48238684.000000 to -48239400.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 14 (3530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Entering Unmasked Estep 
Score: -433867.625000 Penalty: 1327.471069
	Iteration 0F: 2 clusters Score -433867.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -430811.718750 Penalty: 2654.942139
	Iteration 0F: 3 clusters Score -430811.7 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -431568.156250 Penalty: 2654.942139
	Iteration 1F: 3 clusters Score -431568.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -431712.718750 Penalty: 2654.942139
	Iteration 2F: 3 clusters Score -431712.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -431807.093750 Penalty: 2654.942139
	Iteration 3Q: 3 clusters Score -431807.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -431874.875000 Penalty: 2654.942139
	Iteration 4Q: 3 clusters Score -431874.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -431939.468750 Penalty: 2654.942139
	Iteration 5Q: 3 clusters Score -431939.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -432017.031250 Penalty: 2654.942139
	Iteration 6Q: 3 clusters Score -432017 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -432104.156250 Penalty: 2654.942139
	Iteration 7Q: 3 clusters Score -432104.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -432209.437500 Penalty: 2654.942139
	Iteration 8Q: 3 clusters Score -432209.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -432305.343750 Penalty: 2654.942139
	Iteration 9Q: 3 clusters Score -432305.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -432383.312500 Penalty: 2654.942139
	Iteration 10Q: 3 clusters Score -432383.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -432460.375000 Penalty: 2654.942139
	Iteration 11Q: 3 clusters Score -432460.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -432523.562500 Penalty: 2654.942139
	Iteration 12Q: 3 clusters Score -432523.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -432593.250000 Penalty: 2654.942139
	Iteration 13Q: 3 clusters Score -432593.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -432664.656250 Penalty: 2654.942139
	Iteration 14Q: 3 clusters Score -432664.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -432735.250000 Penalty: 2654.942139
	Iteration 15Q: 3 clusters Score -432735.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -432794.125000 Penalty: 2654.942139
	Iteration 16Q: 3 clusters Score -432794.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -432847.625000 Penalty: 2654.942139
	Iteration 17Q: 3 clusters Score -432847.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -432890.843750 Penalty: 2654.942139
	Iteration 18Q: 3 clusters Score -432890.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -432938.187500 Penalty: 2654.942139
	Iteration 19Q: 3 clusters Score -432938.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -432981.781250 Penalty: 2654.942139
	Iteration 20F: 3 clusters Score -432981.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -433029.906250 Penalty: 2654.942139
	Iteration 21Q: 3 clusters Score -433029.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -433074.093750 Penalty: 2654.942139
	Iteration 22Q: 3 clusters Score -433074.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -433135.000000 Penalty: 2654.942139
	Iteration 23Q: 3 clusters Score -433135 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -433196.843750 Penalty: 2654.942139
	Iteration 24Q: 3 clusters Score -433196.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -433249.218750 Penalty: 2654.942139
	Iteration 25Q: 3 clusters Score -433249.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -433304.343750 Penalty: 2654.942139
	Iteration 26Q: 3 clusters Score -433304.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -433378.250000 Penalty: 2654.942139
	Iteration 27Q: 3 clusters Score -433378.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -433467.687500 Penalty: 2654.942139
	Iteration 28Q: 3 clusters Score -433467.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -433570.031250 Penalty: 2654.942139
	Iteration 29Q: 3 clusters Score -433570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -433663.750000 Penalty: 2654.942139
	Iteration 30Q: 3 clusters Score -433663.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -433705.843750 Penalty: 2654.942139
	Iteration 31Q: 3 clusters Score -433705.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -433725.250000 Penalty: 2654.942139
	Iteration 32Q: 3 clusters Score -433725.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -433743.250000 Penalty: 2654.942139
	Iteration 33Q: 3 clusters Score -433743.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -433753.437500 Penalty: 2654.942139
	Iteration 34Q: 3 clusters Score -433753.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -433761.406250 Penalty: 2654.942139
	Iteration 35Q: 3 clusters Score -433761.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -433765.218750 Penalty: 2654.942139
	Iteration 36Q: 3 clusters Score -433765.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -433767.343750 Penalty: 2654.942139
	Iteration 37Q: 3 clusters Score -433767.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -433770.531250 Penalty: 2654.942139
	Iteration 38Q: 3 clusters Score -433770.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -433773.437500 Penalty: 2654.942139
	Iteration 39Q: 3 clusters Score -433773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -433773.843750 Penalty: 2654.942139
	Iteration 40F: 3 clusters Score -433773.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -433774.406250 Penalty: 2654.942139
	Iteration 41Q: 3 clusters Score -433774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -433774.406250 Penalty: 2654.942139
	Iteration 42F: 3 clusters Score -433774.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Entering Unmasked Estep 
Score: -1533174.125000 Penalty: 1545.338989
	Iteration 0F: 2 clusters Score -1533174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1523827.375000 Penalty: 3090.677979
	Iteration 0F: 3 clusters Score -1523827 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1527368.500000 Penalty: 3090.677979
	Iteration 1F: 3 clusters Score -1527368 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1527918.500000 Penalty: 3090.677979
	Iteration 2F: 3 clusters Score -1527918 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1528423.875000 Penalty: 3090.677979
	Iteration 3F: 3 clusters Score -1528424 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1528929.750000 Penalty: 3090.677979
	Iteration 4F: 3 clusters Score -1528930 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1529403.250000 Penalty: 3090.677979
	Iteration 5F: 3 clusters Score -1529403 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1529780.250000 Penalty: 3090.677979
	Iteration 6Q: 3 clusters Score -1529780 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1530091.000000 Penalty: 3090.677979
	Iteration 7Q: 3 clusters Score -1530091 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1530372.000000 Penalty: 3090.677979
	Iteration 8Q: 3 clusters Score -1530372 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1530592.000000 Penalty: 3090.677979
	Iteration 9Q: 3 clusters Score -1530592 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1530757.500000 Penalty: 3090.677979
	Iteration 10Q: 3 clusters Score -1530758 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1530877.750000 Penalty: 3090.677979
	Iteration 11Q: 3 clusters Score -1530878 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1530996.375000 Penalty: 3090.677979
	Iteration 12Q: 3 clusters Score -1530996 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1531084.375000 Penalty: 3090.677979
	Iteration 13Q: 3 clusters Score -1531084 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1531172.125000 Penalty: 3090.677979
	Iteration 14Q: 3 clusters Score -1531172 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1531252.500000 Penalty: 3090.677979
	Iteration 15Q: 3 clusters Score -1531252 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1531346.000000 Penalty: 3090.677979
	Iteration 16Q: 3 clusters Score -1531346 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1531433.250000 Penalty: 3090.677979
	Iteration 17Q: 3 clusters Score -1531433 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1531504.375000 Penalty: 3090.677979
	Iteration 18Q: 3 clusters Score -1531504 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1531575.500000 Penalty: 3090.677979
	Iteration 19Q: 3 clusters Score -1531576 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1531650.625000 Penalty: 3090.677979
	Iteration 20F: 3 clusters Score -1531651 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1531716.125000 Penalty: 3090.677979
	Iteration 21Q: 3 clusters Score -1531716 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1531764.500000 Penalty: 3090.677979
	Iteration 22Q: 3 clusters Score -1531764 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1531804.875000 Penalty: 3090.677979
	Iteration 23Q: 3 clusters Score -1531805 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1531831.750000 Penalty: 3090.677979
	Iteration 24Q: 3 clusters Score -1531832 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1531852.125000 Penalty: 3090.677979
	Iteration 25Q: 3 clusters Score -1531852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1531882.000000 Penalty: 3090.677979
	Iteration 26Q: 3 clusters Score -1531882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1531900.500000 Penalty: 3090.677979
	Iteration 27Q: 3 clusters Score -1531900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1531917.625000 Penalty: 3090.677979
	Iteration 28Q: 3 clusters Score -1531918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1531934.750000 Penalty: 3090.677979
	Iteration 29Q: 3 clusters Score -1531935 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1531947.750000 Penalty: 3090.677979
	Iteration 30Q: 3 clusters Score -1531948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1531955.125000 Penalty: 3090.677979
	Iteration 31Q: 3 clusters Score -1531955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1531967.000000 Penalty: 3090.677979
	Iteration 32Q: 3 clusters Score -1531967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1531977.125000 Penalty: 3090.677979
	Iteration 33Q: 3 clusters Score -1531977 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1531985.250000 Penalty: 3090.677979
	Iteration 34Q: 3 clusters Score -1531985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1531996.125000 Penalty: 3090.677979
	Iteration 35Q: 3 clusters Score -1531996 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1532001.875000 Penalty: 3090.677979
	Iteration 36Q: 3 clusters Score -1532002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1532002.875000 Penalty: 3090.677979
	Iteration 37Q: 3 clusters Score -1532003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1532006.375000 Penalty: 3090.677979
	Iteration 38Q: 3 clusters Score -1532006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1532015.250000 Penalty: 3090.677979
	Iteration 39Q: 3 clusters Score -1532015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1532024.625000 Penalty: 3090.677979
	Iteration 40F: 3 clusters Score -1532025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1532032.500000 Penalty: 3090.677979
	Iteration 41Q: 3 clusters Score -1532032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1532045.500000 Penalty: 3090.677979
	Iteration 42Q: 3 clusters Score -1532046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1532042.875000 Penalty: 3090.677979
	Iteration 43Q: 3 clusters Score -1532043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1532049.375000 Penalty: 3090.677979
	Iteration 44Q: 3 clusters Score -1532049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1532054.500000 Penalty: 3090.677979
	Iteration 45Q: 3 clusters Score -1532054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1532054.875000 Penalty: 3090.677979
	Iteration 46Q: 3 clusters Score -1532055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1532059.625000 Penalty: 3090.677979
	Iteration 47Q: 3 clusters Score -1532060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1532058.500000 Penalty: 3090.677979
	Iteration 48Q: 3 clusters Score -1532058 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1532065.125000 Penalty: 3090.677979
	Iteration 49Q: 3 clusters Score -1532065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1532071.125000 Penalty: 3090.677979
	Iteration 50Q: 3 clusters Score -1532071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1532080.125000 Penalty: 3090.677979
	Iteration 51Q: 3 clusters Score -1532080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1532087.500000 Penalty: 3090.677979
	Iteration 52Q: 3 clusters Score -1532088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1532094.125000 Penalty: 3090.677979
	Iteration 53Q: 3 clusters Score -1532094 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1532097.625000 Penalty: 3090.677979
	Iteration 54Q: 3 clusters Score -1532098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1532103.125000 Penalty: 3090.677979
	Iteration 55Q: 3 clusters Score -1532103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1532105.750000 Penalty: 3090.677979
	Iteration 56Q: 3 clusters Score -1532106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1532105.625000 Penalty: 3090.677979
	Iteration 57Q: 3 clusters Score -1532106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1532106.750000 Penalty: 3090.677979
	Iteration 58Q: 3 clusters Score -1532107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1532109.125000 Penalty: 3090.677979
	Iteration 59Q: 3 clusters Score -1532109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1532113.625000 Penalty: 3090.677979
	Iteration 60F: 3 clusters Score -1532114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1532121.000000 Penalty: 3090.677979
	Iteration 61Q: 3 clusters Score -1532121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1532124.125000 Penalty: 3090.677979
	Iteration 62Q: 3 clusters Score -1532124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1532126.375000 Penalty: 3090.677979
	Iteration 63Q: 3 clusters Score -1532126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1532130.625000 Penalty: 3090.677979
	Iteration 64Q: 3 clusters Score -1532131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1532131.000000 Penalty: 3090.677979
	Iteration 65Q: 3 clusters Score -1532131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1532131.875000 Penalty: 3090.677979
	Iteration 66Q: 3 clusters Score -1532132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1532133.500000 Penalty: 3090.677979
	Iteration 67Q: 3 clusters Score -1532134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1532131.875000 Penalty: 3090.677979
	Iteration 68Q: 3 clusters Score -1532132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1532132.875000 Penalty: 3090.677979
	Iteration 69Q: 3 clusters Score -1532133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1532132.875000 Penalty: 3090.677979
	Iteration 70Q: 3 clusters Score -1532133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1532134.500000 Penalty: 3090.677979
	Iteration 71Q: 3 clusters Score -1532134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1532135.000000 Penalty: 3090.677979
	Iteration 72Q: 3 clusters Score -1532135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1532134.875000 Penalty: 3090.677979
	Iteration 73Q: 3 clusters Score -1532135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1532136.625000 Penalty: 3090.677979
	Iteration 74Q: 3 clusters Score -1532137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1532136.625000 Penalty: 3090.677979
	Iteration 75F: 3 clusters Score -1532137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Entering Unmasked Estep 
Score: -720902.687500 Penalty: 1410.277710
	Iteration 0F: 2 clusters Score -720902.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -716377.187500 Penalty: 2820.555420
	Iteration 0F: 3 clusters Score -716377.2 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -717694.062500 Penalty: 2820.555420
	Iteration 1F: 3 clusters Score -717694.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -717935.937500 Penalty: 2820.555420
	Iteration 2F: 3 clusters Score -717935.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -718102.750000 Penalty: 2820.555420
	Iteration 3F: 3 clusters Score -718102.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -718246.125000 Penalty: 2820.555420
	Iteration 4Q: 3 clusters Score -718246.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -718372.812500 Penalty: 2820.555420
	Iteration 5Q: 3 clusters Score -718372.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -718491.812500 Penalty: 2820.555420
	Iteration 6Q: 3 clusters Score -718491.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -718616.250000 Penalty: 2820.555420
	Iteration 7Q: 3 clusters Score -718616.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -718734.437500 Penalty: 2820.555420
	Iteration 8Q: 3 clusters Score -718734.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -718846.562500 Penalty: 2820.555420
	Iteration 9Q: 3 clusters Score -718846.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -718941.750000 Penalty: 2820.555420
	Iteration 10Q: 3 clusters Score -718941.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -719054.500000 Penalty: 2820.555420
	Iteration 11Q: 3 clusters Score -719054.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -719167.312500 Penalty: 2820.555420
	Iteration 12Q: 3 clusters Score -719167.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -719293.750000 Penalty: 2820.555420
	Iteration 13Q: 3 clusters Score -719293.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -719413.375000 Penalty: 2820.555420
	Iteration 14Q: 3 clusters Score -719413.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -719479.187500 Penalty: 2820.555420
	Iteration 15Q: 3 clusters Score -719479.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -719531.687500 Penalty: 2820.555420
	Iteration 16Q: 3 clusters Score -719531.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -719558.875000 Penalty: 2820.555420
	Iteration 17Q: 3 clusters Score -719558.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -719581.437500 Penalty: 2820.555420
	Iteration 18Q: 3 clusters Score -719581.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -719607.062500 Penalty: 2820.555420
	Iteration 19Q: 3 clusters Score -719607.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -719629.875000 Penalty: 2820.555420
	Iteration 20F: 3 clusters Score -719629.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -719645.312500 Penalty: 2820.555420
	Iteration 21Q: 3 clusters Score -719645.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -719660.250000 Penalty: 2820.555420
	Iteration 22Q: 3 clusters Score -719660.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -719676.187500 Penalty: 2820.555420
	Iteration 23Q: 3 clusters Score -719676.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -719686.937500 Penalty: 2820.555420
	Iteration 24Q: 3 clusters Score -719686.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -719698.250000 Penalty: 2820.555420
	Iteration 25Q: 3 clusters Score -719698.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -719704.437500 Penalty: 2820.555420
	Iteration 26Q: 3 clusters Score -719704.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -719713.187500 Penalty: 2820.555420
	Iteration 27Q: 3 clusters Score -719713.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -719721.625000 Penalty: 2820.555420
	Iteration 28Q: 3 clusters Score -719721.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -719726.812500 Penalty: 2820.555420
	Iteration 29Q: 3 clusters Score -719726.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -719733.312500 Penalty: 2820.555420
	Iteration 30Q: 3 clusters Score -719733.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -719743.125000 Penalty: 2820.555420
	Iteration 31Q: 3 clusters Score -719743.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -719746.187500 Penalty: 2820.555420
	Iteration 32Q: 3 clusters Score -719746.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -719750.437500 Penalty: 2820.555420
	Iteration 33Q: 3 clusters Score -719750.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -719752.750000 Penalty: 2820.555420
	Iteration 34Q: 3 clusters Score -719752.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -719755.437500 Penalty: 2820.555420
	Iteration 35Q: 3 clusters Score -719755.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -719758.250000 Penalty: 2820.555420
	Iteration 36Q: 3 clusters Score -719758.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -719763.750000 Penalty: 2820.555420
	Iteration 37Q: 3 clusters Score -719763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -719763.500000 Penalty: 2820.555420
	Iteration 38Q: 3 clusters Score -719763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -719763.562500 Penalty: 2820.555420
	Iteration 39Q: 3 clusters Score -719763.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -719766.187500 Penalty: 2820.555420
	Iteration 40F: 3 clusters Score -719766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -719765.687500 Penalty: 2820.555420
	Iteration 41Q: 3 clusters Score -719765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -719766.375000 Penalty: 2820.555420
	Iteration 42Q: 3 clusters Score -719766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -719766.625000 Penalty: 2820.555420
	Iteration 43Q: 3 clusters Score -719766.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -719766.625000 Penalty: 2820.555420
	Iteration 44F: 3 clusters Score -719766.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Entering Unmasked Estep 
Score: -152492.046875 Penalty: 1164.015503
	Iteration 0F: 2 clusters Score -152492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -150857.937500 Penalty: 2328.031006
	Iteration 0F: 3 clusters Score -150857.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -151156.765625 Penalty: 2328.031006
	Iteration 1F: 3 clusters Score -151156.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -151244.562500 Penalty: 2328.031006
	Iteration 2F: 3 clusters Score -151244.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -151326.671875 Penalty: 2328.031006
	Iteration 3Q: 3 clusters Score -151326.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -151421.093750 Penalty: 2328.031006
	Iteration 4Q: 3 clusters Score -151421.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -151540.203125 Penalty: 2328.031006
	Iteration 5Q: 3 clusters Score -151540.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -151631.656250 Penalty: 2328.031006
	Iteration 6Q: 3 clusters Score -151631.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -151696.250000 Penalty: 2328.031006
	Iteration 7Q: 3 clusters Score -151696.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -151750.062500 Penalty: 2328.031006
	Iteration 8Q: 3 clusters Score -151750.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -151775.546875 Penalty: 2328.031006
	Iteration 9Q: 3 clusters Score -151775.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -151799.531250 Penalty: 2328.031006
	Iteration 10Q: 3 clusters Score -151799.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -151813.812500 Penalty: 2328.031006
	Iteration 11Q: 3 clusters Score -151813.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -151825.484375 Penalty: 2328.031006
	Iteration 12Q: 3 clusters Score -151825.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -151835.906250 Penalty: 2328.031006
	Iteration 13Q: 3 clusters Score -151835.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -151846.937500 Penalty: 2328.031006
	Iteration 14Q: 3 clusters Score -151846.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -151858.562500 Penalty: 2328.031006
	Iteration 15Q: 3 clusters Score -151858.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -151867.984375 Penalty: 2328.031006
	Iteration 16Q: 3 clusters Score -151868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -151872.171875 Penalty: 2328.031006
	Iteration 17Q: 3 clusters Score -151872.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -151873.531250 Penalty: 2328.031006
	Iteration 18Q: 3 clusters Score -151873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -151874.531250 Penalty: 2328.031006
	Iteration 19Q: 3 clusters Score -151874.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -151874.531250 Penalty: 2328.031006
	Iteration 20F: 3 clusters Score -151874.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Entering Unmasked Estep 
Score: -1110100.250000 Penalty: 1480.764526
	Iteration 0F: 2 clusters Score -1110100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1103455.625000 Penalty: 2961.529053
	Iteration 0F: 3 clusters Score -1103456 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -1105468.375000 Penalty: 2961.529053
	Iteration 1F: 3 clusters Score -1105468 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -1105704.000000 Penalty: 2961.529053
	Iteration 2F: 3 clusters Score -1105704 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -1105925.625000 Penalty: 2961.529053
	Iteration 3F: 3 clusters Score -1105926 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1106143.875000 Penalty: 2961.529053
	Iteration 4Q: 3 clusters Score -1106144 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1106389.375000 Penalty: 2961.529053
	Iteration 5Q: 3 clusters Score -1106389 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1106695.125000 Penalty: 2961.529053
	Iteration 6Q: 3 clusters Score -1106695 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1107065.625000 Penalty: 2961.529053
	Iteration 7F: 3 clusters Score -1107066 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1107445.500000 Penalty: 2961.529053
	Iteration 8F: 3 clusters Score -1107446 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1107783.250000 Penalty: 2961.529053
	Iteration 9Q: 3 clusters Score -1107783 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1108115.750000 Penalty: 2961.529053
	Iteration 10Q: 3 clusters Score -1108116 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1108344.875000 Penalty: 2961.529053
	Iteration 11Q: 3 clusters Score -1108345 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1108518.250000 Penalty: 2961.529053
	Iteration 12Q: 3 clusters Score -1108518 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1108624.750000 Penalty: 2961.529053
	Iteration 13Q: 3 clusters Score -1108625 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1108679.750000 Penalty: 2961.529053
	Iteration 14Q: 3 clusters Score -1108680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1108712.500000 Penalty: 2961.529053
	Iteration 15Q: 3 clusters Score -1108712 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1108736.000000 Penalty: 2961.529053
	Iteration 16Q: 3 clusters Score -1108736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1108759.875000 Penalty: 2961.529053
	Iteration 17Q: 3 clusters Score -1108760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1108778.125000 Penalty: 2961.529053
	Iteration 18Q: 3 clusters Score -1108778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1108793.125000 Penalty: 2961.529053
	Iteration 19Q: 3 clusters Score -1108793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1108804.625000 Penalty: 2961.529053
	Iteration 20F: 3 clusters Score -1108805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1108810.250000 Penalty: 2961.529053
	Iteration 21Q: 3 clusters Score -1108810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1108811.500000 Penalty: 2961.529053
	Iteration 22Q: 3 clusters Score -1108812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1108812.500000 Penalty: 2961.529053
	Iteration 23Q: 3 clusters Score -1108812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1108818.250000 Penalty: 2961.529053
	Iteration 24Q: 3 clusters Score -1108818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1108818.625000 Penalty: 2961.529053
	Iteration 25Q: 3 clusters Score -1108819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1108820.500000 Penalty: 2961.529053
	Iteration 26Q: 3 clusters Score -1108820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1108820.500000 Penalty: 2961.529053
	Iteration 27F: 3 clusters Score -1108820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Entering Unmasked Estep 
Score: -1822865.000000 Penalty: 1557.070679
	Iteration 0F: 2 clusters Score -1822865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1812860.125000 Penalty: 3114.141357
	Iteration 0F: 3 clusters Score -1812860 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1816220.500000 Penalty: 3114.141357
	Iteration 1F: 3 clusters Score -1816220 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1816540.125000 Penalty: 3114.141357
	Iteration 2F: 3 clusters Score -1816540 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1816934.625000 Penalty: 3114.141357
	Iteration 3F: 3 clusters Score -1816935 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1817444.875000 Penalty: 3114.141357
	Iteration 4F: 3 clusters Score -1817445 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1818215.625000 Penalty: 3114.141357
	Iteration 5F: 3 clusters Score -1818216 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1819249.750000 Penalty: 3114.141357
	Iteration 6F: 3 clusters Score -1819250 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1820263.125000 Penalty: 3114.141357
	Iteration 7F: 3 clusters Score -1820263 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1820910.750000 Penalty: 3114.141357
	Iteration 8Q: 3 clusters Score -1820911 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1821240.500000 Penalty: 3114.141357
	Iteration 9Q: 3 clusters Score -1821240 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1821392.750000 Penalty: 3114.141357
	Iteration 10Q: 3 clusters Score -1821393 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1821476.000000 Penalty: 3114.141357
	Iteration 11Q: 3 clusters Score -1821476 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1821501.250000 Penalty: 3114.141357
	Iteration 12Q: 3 clusters Score -1821501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1821520.875000 Penalty: 3114.141357
	Iteration 13Q: 3 clusters Score -1821521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1821538.875000 Penalty: 3114.141357
	Iteration 14Q: 3 clusters Score -1821539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1821554.125000 Penalty: 3114.141357
	Iteration 15Q: 3 clusters Score -1821554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1821570.625000 Penalty: 3114.141357
	Iteration 16Q: 3 clusters Score -1821571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1821581.125000 Penalty: 3114.141357
	Iteration 17Q: 3 clusters Score -1821581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1821589.500000 Penalty: 3114.141357
	Iteration 18Q: 3 clusters Score -1821590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1821599.125000 Penalty: 3114.141357
	Iteration 19Q: 3 clusters Score -1821599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1821598.750000 Penalty: 3114.141357
	Iteration 20F: 3 clusters Score -1821599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Entering Unmasked Estep 
Score: -365627.218750 Penalty: 1302.919556
	Iteration 0F: 2 clusters Score -365627.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -362885.843750 Penalty: 2605.839111
	Iteration 0F: 3 clusters Score -362885.8 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -363579.375000 Penalty: 2605.839111
	Iteration 1F: 3 clusters Score -363579.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -363756.093750 Penalty: 2605.839111
	Iteration 2F: 3 clusters Score -363756.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -363885.437500 Penalty: 2605.839111
	Iteration 3F: 3 clusters Score -363885.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -363977.250000 Penalty: 2605.839111
	Iteration 4Q: 3 clusters Score -363977.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -364064.437500 Penalty: 2605.839111
	Iteration 5Q: 3 clusters Score -364064.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -364167.062500 Penalty: 2605.839111
	Iteration 6Q: 3 clusters Score -364167.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -364288.187500 Penalty: 2605.839111
	Iteration 7Q: 3 clusters Score -364288.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -364472.312500 Penalty: 2605.839111
	Iteration 8Q: 3 clusters Score -364472.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -364783.343750 Penalty: 2605.839111
	Iteration 9F: 3 clusters Score -364783.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -365121.093750 Penalty: 2605.839111
	Iteration 10F: 3 clusters Score -365121.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -365383.156250 Penalty: 2605.839111
	Iteration 11F: 3 clusters Score -365383.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -365506.875000 Penalty: 2605.839111
	Iteration 12Q: 3 clusters Score -365506.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -365567.468750 Penalty: 2605.839111
	Iteration 13Q: 3 clusters Score -365567.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -365606.781250 Penalty: 2605.839111
	Iteration 14Q: 3 clusters Score -365606.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -365643.906250 Penalty: 2605.839111
	Iteration 15Q: 3 clusters Score -365643.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -365688.125000 Penalty: 2605.839111
	Iteration 16Q: 3 clusters Score -365688.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -365725.437500 Penalty: 2605.839111
	Iteration 17Q: 3 clusters Score -365725.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -365758.937500 Penalty: 2605.839111
	Iteration 18Q: 3 clusters Score -365758.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -365791.562500 Penalty: 2605.839111
	Iteration 19Q: 3 clusters Score -365791.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -365808.437500 Penalty: 2605.839111
	Iteration 20F: 3 clusters Score -365808.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -365816.187500 Penalty: 2605.839111
	Iteration 21Q: 3 clusters Score -365816.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -365823.593750 Penalty: 2605.839111
	Iteration 22Q: 3 clusters Score -365823.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -365828.750000 Penalty: 2605.839111
	Iteration 23Q: 3 clusters Score -365828.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -365834.750000 Penalty: 2605.839111
	Iteration 24Q: 3 clusters Score -365834.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -365838.531250 Penalty: 2605.839111
	Iteration 25Q: 3 clusters Score -365838.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -365840.531250 Penalty: 2605.839111
	Iteration 26Q: 3 clusters Score -365840.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -365843.125000 Penalty: 2605.839111
	Iteration 27Q: 3 clusters Score -365843.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -365844.343750 Penalty: 2605.839111
	Iteration 28Q: 3 clusters Score -365844.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -365844.375000 Penalty: 2605.839111
	Iteration 29Q: 3 clusters Score -365844.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -365844.375000 Penalty: 2605.839111
	Iteration 30F: 3 clusters Score -365844.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 59957 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 5386 members 
Mstep: Class 8 contains 19523 members 
Mstep: Class 9 contains 74285 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 30604 members 
Mstep: Class 13 contains 13967 members 
Mstep: Class 14 contains 3530 members 
Mstep: Class 15 contains 13491 members 
Mstep: Class 16 contains 5876 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 6207 members 
Mstep: Class 24 contains 17780 members 
Mstep: Class 25 contains 6691 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2755 members 
Mstep: Class 30 contains 19857 members 
Mstep: Class 31 contains 4114 members 
Mstep: Class 32 contains 21175 members 
Mstep: Class 33 contains 3531 members 
Mstep: Class 34 contains 13693 members 
Mstep: Class 35 contains 764 members 
Entering Unmasked Estep 
Score: -48238868.000000 Penalty: 73392.835938
Splitting cluster 20 changes total score from -48238684.000000 to -48238868.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 21 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -375177.312500 Penalty: 1303.026611
	Iteration 0F: 2 clusters Score -375177.3 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 1534 members 
Entering Unmasked Estep 
Score: -372410.937500 Penalty: 2606.053223
	Iteration 0F: 3 clusters Score -372410.9 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -373060.812500 Penalty: 2606.053223
	Iteration 1F: 3 clusters Score -373060.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -373186.625000 Penalty: 2606.053223
	Iteration 2F: 3 clusters Score -373186.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -373277.531250 Penalty: 2606.053223
	Iteration 3F: 3 clusters Score -373277.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -373364.656250 Penalty: 2606.053223
	Iteration 4Q: 3 clusters Score -373364.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -373439.375000 Penalty: 2606.053223
	Iteration 5Q: 3 clusters Score -373439.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -373509.937500 Penalty: 2606.053223
	Iteration 6Q: 3 clusters Score -373509.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -373575.437500 Penalty: 2606.053223
	Iteration 7Q: 3 clusters Score -373575.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -373627.281250 Penalty: 2606.053223
	Iteration 8Q: 3 clusters Score -373627.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -373668.906250 Penalty: 2606.053223
	Iteration 9Q: 3 clusters Score -373668.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -373703.031250 Penalty: 2606.053223
	Iteration 10Q: 3 clusters Score -373703 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -373741.625000 Penalty: 2606.053223
	Iteration 11Q: 3 clusters Score -373741.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -373775.656250 Penalty: 2606.053223
	Iteration 12Q: 3 clusters Score -373775.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -373808.531250 Penalty: 2606.053223
	Iteration 13Q: 3 clusters Score -373808.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -373847.187500 Penalty: 2606.053223
	Iteration 14Q: 3 clusters Score -373847.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -373881.156250 Penalty: 2606.053223
	Iteration 15Q: 3 clusters Score -373881.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -373911.812500 Penalty: 2606.053223
	Iteration 16Q: 3 clusters Score -373911.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -373933.156250 Penalty: 2606.053223
	Iteration 17Q: 3 clusters Score -373933.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -373954.562500 Penalty: 2606.053223
	Iteration 18Q: 3 clusters Score -373954.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -373977.562500 Penalty: 2606.053223
	Iteration 19Q: 3 clusters Score -373977.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -373994.406250 Penalty: 2606.053223
	Iteration 20F: 3 clusters Score -373994.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -374018.937500 Penalty: 2606.053223
	Iteration 21Q: 3 clusters Score -374018.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -374033.531250 Penalty: 2606.053223
	Iteration 22Q: 3 clusters Score -374033.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -374053.125000 Penalty: 2606.053223
	Iteration 23Q: 3 clusters Score -374053.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -374064.656250 Penalty: 2606.053223
	Iteration 24Q: 3 clusters Score -374064.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -374076.218750 Penalty: 2606.053223
	Iteration 25Q: 3 clusters Score -374076.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -374094.406250 Penalty: 2606.053223
	Iteration 26Q: 3 clusters Score -374094.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -374115.718750 Penalty: 2606.053223
	Iteration 27Q: 3 clusters Score -374115.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -374130.093750 Penalty: 2606.053223
	Iteration 28Q: 3 clusters Score -374130.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -374147.125000 Penalty: 2606.053223
	Iteration 29Q: 3 clusters Score -374147.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -374164.843750 Penalty: 2606.053223
	Iteration 30Q: 3 clusters Score -374164.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -374179.531250 Penalty: 2606.053223
	Iteration 31Q: 3 clusters Score -374179.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -374200.312500 Penalty: 2606.053223
	Iteration 32Q: 3 clusters Score -374200.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -374215.562500 Penalty: 2606.053223
	Iteration 33Q: 3 clusters Score -374215.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -374225.781250 Penalty: 2606.053223
	Iteration 34Q: 3 clusters Score -374225.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -374232.031250 Penalty: 2606.053223
	Iteration 35Q: 3 clusters Score -374232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -374242.250000 Penalty: 2606.053223
	Iteration 36Q: 3 clusters Score -374242.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -374251.125000 Penalty: 2606.053223
	Iteration 37Q: 3 clusters Score -374251.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -374254.718750 Penalty: 2606.053223
	Iteration 38Q: 3 clusters Score -374254.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -374257.593750 Penalty: 2606.053223
	Iteration 39Q: 3 clusters Score -374257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -374259.937500 Penalty: 2606.053223
	Iteration 40F: 3 clusters Score -374259.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -374260.531250 Penalty: 2606.053223
	Iteration 41Q: 3 clusters Score -374260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -374262.500000 Penalty: 2606.053223
	Iteration 42Q: 3 clusters Score -374262.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -374267.312500 Penalty: 2606.053223
	Iteration 43Q: 3 clusters Score -374267.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -374272.406250 Penalty: 2606.053223
	Iteration 44Q: 3 clusters Score -374272.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -374275.187500 Penalty: 2606.053223
	Iteration 45Q: 3 clusters Score -374275.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -374276.343750 Penalty: 2606.053223
	Iteration 46Q: 3 clusters Score -374276.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -374277.593750 Penalty: 2606.053223
	Iteration 47Q: 3 clusters Score -374277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -374280.218750 Penalty: 2606.053223
	Iteration 48Q: 3 clusters Score -374280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -374283.375000 Penalty: 2606.053223
	Iteration 49Q: 3 clusters Score -374283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -374284.406250 Penalty: 2606.053223
	Iteration 50Q: 3 clusters Score -374284.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -374285.875000 Penalty: 2606.053223
	Iteration 51Q: 3 clusters Score -374285.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -374285.875000 Penalty: 2606.053223
	Iteration 52F: 3 clusters Score -374285.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Entering Unmasked Estep 
Score: -687730.812500 Penalty: 1401.061035
	Iteration 0F: 2 clusters Score -687730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -683365.812500 Penalty: 2802.122070
	Iteration 0F: 3 clusters Score -683365.8 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -684637.437500 Penalty: 2802.122070
	Iteration 1F: 3 clusters Score -684637.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -684867.312500 Penalty: 2802.122070
	Iteration 2F: 3 clusters Score -684867.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -685049.937500 Penalty: 2802.122070
	Iteration 3F: 3 clusters Score -685049.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -685175.437500 Penalty: 2802.122070
	Iteration 4Q: 3 clusters Score -685175.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -685294.125000 Penalty: 2802.122070
	Iteration 5Q: 3 clusters Score -685294.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -685388.125000 Penalty: 2802.122070
	Iteration 6Q: 3 clusters Score -685388.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -685466.562500 Penalty: 2802.122070
	Iteration 7Q: 3 clusters Score -685466.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -685527.187500 Penalty: 2802.122070
	Iteration 8Q: 3 clusters Score -685527.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -685592.062500 Penalty: 2802.122070
	Iteration 9Q: 3 clusters Score -685592.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -685672.562500 Penalty: 2802.122070
	Iteration 10Q: 3 clusters Score -685672.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -685730.250000 Penalty: 2802.122070
	Iteration 11Q: 3 clusters Score -685730.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -685789.937500 Penalty: 2802.122070
	Iteration 12Q: 3 clusters Score -685789.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -685832.312500 Penalty: 2802.122070
	Iteration 13Q: 3 clusters Score -685832.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -685863.812500 Penalty: 2802.122070
	Iteration 14Q: 3 clusters Score -685863.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -685882.937500 Penalty: 2802.122070
	Iteration 15Q: 3 clusters Score -685882.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -685899.250000 Penalty: 2802.122070
	Iteration 16Q: 3 clusters Score -685899.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -685915.000000 Penalty: 2802.122070
	Iteration 17Q: 3 clusters Score -685915 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -685928.812500 Penalty: 2802.122070
	Iteration 18Q: 3 clusters Score -685928.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -685941.125000 Penalty: 2802.122070
	Iteration 19Q: 3 clusters Score -685941.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -685955.562500 Penalty: 2802.122070
	Iteration 20F: 3 clusters Score -685955.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -685970.750000 Penalty: 2802.122070
	Iteration 21Q: 3 clusters Score -685970.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -685986.687500 Penalty: 2802.122070
	Iteration 22Q: 3 clusters Score -685986.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -686002.750000 Penalty: 2802.122070
	Iteration 23Q: 3 clusters Score -686002.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -686016.125000 Penalty: 2802.122070
	Iteration 24Q: 3 clusters Score -686016.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -686029.312500 Penalty: 2802.122070
	Iteration 25Q: 3 clusters Score -686029.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -686040.125000 Penalty: 2802.122070
	Iteration 26Q: 3 clusters Score -686040.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -686052.937500 Penalty: 2802.122070
	Iteration 27Q: 3 clusters Score -686052.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -686061.750000 Penalty: 2802.122070
	Iteration 28Q: 3 clusters Score -686061.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -686072.937500 Penalty: 2802.122070
	Iteration 29Q: 3 clusters Score -686072.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -686084.875000 Penalty: 2802.122070
	Iteration 30Q: 3 clusters Score -686084.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -686093.625000 Penalty: 2802.122070
	Iteration 31Q: 3 clusters Score -686093.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -686105.562500 Penalty: 2802.122070
	Iteration 32Q: 3 clusters Score -686105.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -686116.937500 Penalty: 2802.122070
	Iteration 33Q: 3 clusters Score -686116.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -686129.437500 Penalty: 2802.122070
	Iteration 34Q: 3 clusters Score -686129.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -686142.000000 Penalty: 2802.122070
	Iteration 35Q: 3 clusters Score -686142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -686162.812500 Penalty: 2802.122070
	Iteration 36Q: 3 clusters Score -686162.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -686180.625000 Penalty: 2802.122070
	Iteration 37Q: 3 clusters Score -686180.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -686190.375000 Penalty: 2802.122070
	Iteration 38Q: 3 clusters Score -686190.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -686199.562500 Penalty: 2802.122070
	Iteration 39Q: 3 clusters Score -686199.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -686206.000000 Penalty: 2802.122070
	Iteration 40F: 3 clusters Score -686206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -686214.375000 Penalty: 2802.122070
	Iteration 41Q: 3 clusters Score -686214.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -686220.625000 Penalty: 2802.122070
	Iteration 42Q: 3 clusters Score -686220.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -686222.125000 Penalty: 2802.122070
	Iteration 43Q: 3 clusters Score -686222.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -686223.312500 Penalty: 2802.122070
	Iteration 44Q: 3 clusters Score -686223.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -686225.250000 Penalty: 2802.122070
	Iteration 45Q: 3 clusters Score -686225.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -686226.625000 Penalty: 2802.122070
	Iteration 46Q: 3 clusters Score -686226.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -686232.500000 Penalty: 2802.122070
	Iteration 47Q: 3 clusters Score -686232.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -686236.250000 Penalty: 2802.122070
	Iteration 48Q: 3 clusters Score -686236.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -686240.812500 Penalty: 2802.122070
	Iteration 49Q: 3 clusters Score -686240.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -686246.750000 Penalty: 2802.122070
	Iteration 50Q: 3 clusters Score -686246.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -686252.062500 Penalty: 2802.122070
	Iteration 51Q: 3 clusters Score -686252.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -686256.687500 Penalty: 2802.122070
	Iteration 52Q: 3 clusters Score -686256.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -686261.562500 Penalty: 2802.122070
	Iteration 53Q: 3 clusters Score -686261.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -686266.937500 Penalty: 2802.122070
	Iteration 54Q: 3 clusters Score -686266.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -686272.187500 Penalty: 2802.122070
	Iteration 55Q: 3 clusters Score -686272.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -686276.687500 Penalty: 2802.122070
	Iteration 56Q: 3 clusters Score -686276.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -686278.875000 Penalty: 2802.122070
	Iteration 57Q: 3 clusters Score -686278.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -686284.062500 Penalty: 2802.122070
	Iteration 58Q: 3 clusters Score -686284.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -686287.625000 Penalty: 2802.122070
	Iteration 59Q: 3 clusters Score -686287.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -686297.687500 Penalty: 2802.122070
	Iteration 60F: 3 clusters Score -686297.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -686306.187500 Penalty: 2802.122070
	Iteration 61Q: 3 clusters Score -686306.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -686319.000000 Penalty: 2802.122070
	Iteration 62Q: 3 clusters Score -686319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -686326.812500 Penalty: 2802.122070
	Iteration 63Q: 3 clusters Score -686326.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -686337.250000 Penalty: 2802.122070
	Iteration 64Q: 3 clusters Score -686337.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -686341.937500 Penalty: 2802.122070
	Iteration 65Q: 3 clusters Score -686341.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -686345.500000 Penalty: 2802.122070
	Iteration 66Q: 3 clusters Score -686345.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -686349.812500 Penalty: 2802.122070
	Iteration 67Q: 3 clusters Score -686349.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -686357.062500 Penalty: 2802.122070
	Iteration 68Q: 3 clusters Score -686357.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -686362.875000 Penalty: 2802.122070
	Iteration 69Q: 3 clusters Score -686362.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -686367.312500 Penalty: 2802.122070
	Iteration 70Q: 3 clusters Score -686367.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -686372.937500 Penalty: 2802.122070
	Iteration 71Q: 3 clusters Score -686372.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -686382.000000 Penalty: 2802.122070
	Iteration 72Q: 3 clusters Score -686382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -686386.187500 Penalty: 2802.122070
	Iteration 73Q: 3 clusters Score -686386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -686389.625000 Penalty: 2802.122070
	Iteration 74Q: 3 clusters Score -686389.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -686390.562500 Penalty: 2802.122070
	Iteration 75Q: 3 clusters Score -686390.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -686392.500000 Penalty: 2802.122070
	Iteration 76Q: 3 clusters Score -686392.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -686396.125000 Penalty: 2802.122070
	Iteration 77Q: 3 clusters Score -686396.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -686397.437500 Penalty: 2802.122070
	Iteration 78Q: 3 clusters Score -686397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -686397.437500 Penalty: 2802.122070
	Iteration 79Q: 3 clusters Score -686397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -686397.437500 Penalty: 2802.122070
	Iteration 80F: 3 clusters Score -686397.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Entering Unmasked Estep 
Score: -747664.812500 Penalty: 1419.182861
	Iteration 0F: 2 clusters Score -747664.8 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 3082 members 
Entering Unmasked Estep 
Score: -742955.625000 Penalty: 2838.365723
	Iteration 0F: 3 clusters Score -742955.6 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -744505.187500 Penalty: 2838.365723
	Iteration 1F: 3 clusters Score -744505.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -744790.500000 Penalty: 2838.365723
	Iteration 2F: 3 clusters Score -744790.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -745034.812500 Penalty: 2838.365723
	Iteration 3F: 3 clusters Score -745034.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -745274.937500 Penalty: 2838.365723
	Iteration 4F: 3 clusters Score -745274.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -745556.500000 Penalty: 2838.365723
	Iteration 5F: 3 clusters Score -745556.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -745945.625000 Penalty: 2838.365723
	Iteration 6F: 3 clusters Score -745945.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -746384.625000 Penalty: 2838.365723
	Iteration 7F: 3 clusters Score -746384.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -746802.562500 Penalty: 2838.365723
	Iteration 8F: 3 clusters Score -746802.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -747039.875000 Penalty: 2838.365723
	Iteration 9Q: 3 clusters Score -747039.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -747163.250000 Penalty: 2838.365723
	Iteration 10Q: 3 clusters Score -747163.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -747242.312500 Penalty: 2838.365723
	Iteration 11Q: 3 clusters Score -747242.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -747280.062500 Penalty: 2838.365723
	Iteration 12Q: 3 clusters Score -747280.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -747299.250000 Penalty: 2838.365723
	Iteration 13Q: 3 clusters Score -747299.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -747324.812500 Penalty: 2838.365723
	Iteration 14Q: 3 clusters Score -747324.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -747354.562500 Penalty: 2838.365723
	Iteration 15Q: 3 clusters Score -747354.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -747389.500000 Penalty: 2838.365723
	Iteration 16Q: 3 clusters Score -747389.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -747451.562500 Penalty: 2838.365723
	Iteration 17Q: 3 clusters Score -747451.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -747537.562500 Penalty: 2838.365723
	Iteration 18Q: 3 clusters Score -747537.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -747601.000000 Penalty: 2838.365723
	Iteration 19Q: 3 clusters Score -747601 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -747640.437500 Penalty: 2838.365723
	Iteration 20F: 3 clusters Score -747640.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -747655.750000 Penalty: 2838.365723
	Iteration 21Q: 3 clusters Score -747655.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -747661.500000 Penalty: 2838.365723
	Iteration 22Q: 3 clusters Score -747661.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -747661.187500 Penalty: 2838.365723
	Iteration 23Q: 3 clusters Score -747661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -747662.562500 Penalty: 2838.365723
	Iteration 24Q: 3 clusters Score -747662.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -747662.625000 Penalty: 2838.365723
	Iteration 25Q: 3 clusters Score -747662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -747663.000000 Penalty: 2838.365723
	Iteration 26Q: 3 clusters Score -747663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -747663.000000 Penalty: 2838.365723
	Iteration 27F: 3 clusters Score -747663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Entering Unmasked Estep 
Score: -2215812.750000 Penalty: 1590.197266
	Iteration 0F: 2 clusters Score -2215813 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 8887 members 
Entering Unmasked Estep 
Score: -2203652.750000 Penalty: 3180.394531
	Iteration 0F: 3 clusters Score -2203653 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -2207732.250000 Penalty: 3180.394531
	Iteration 1F: 3 clusters Score -2207732 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -2208034.500000 Penalty: 3180.394531
	Iteration 2Q: 3 clusters Score -2208034 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2208274.750000 Penalty: 3180.394531
	Iteration 3Q: 3 clusters Score -2208275 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2208488.500000 Penalty: 3180.394531
	Iteration 4Q: 3 clusters Score -2208488 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2208658.250000 Penalty: 3180.394531
	Iteration 5Q: 3 clusters Score -2208658 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2208794.000000 Penalty: 3180.394531
	Iteration 6Q: 3 clusters Score -2208794 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2208955.000000 Penalty: 3180.394531
	Iteration 7Q: 3 clusters Score -2208955 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2209137.750000 Penalty: 3180.394531
	Iteration 8Q: 3 clusters Score -2209138 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -2209355.500000 Penalty: 3180.394531
	Iteration 9Q: 3 clusters Score -2209356 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2209646.250000 Penalty: 3180.394531
	Iteration 10Q: 3 clusters Score -2209646 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2210034.250000 Penalty: 3180.394531
	Iteration 11Q: 3 clusters Score -2210034 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2210506.000000 Penalty: 3180.394531
	Iteration 12Q: 3 clusters Score -2210506 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2211105.250000 Penalty: 3180.394531
	Iteration 13Q: 3 clusters Score -2211105 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2211742.250000 Penalty: 3180.394531
	Iteration 14Q: 3 clusters Score -2211742 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2212306.750000 Penalty: 3180.394531
	Iteration 15Q: 3 clusters Score -2212307 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2212634.000000 Penalty: 3180.394531
	Iteration 16Q: 3 clusters Score -2212634 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2212794.000000 Penalty: 3180.394531
	Iteration 17Q: 3 clusters Score -2212794 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2212890.750000 Penalty: 3180.394531
	Iteration 18Q: 3 clusters Score -2212891 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -2212970.250000 Penalty: 3180.394531
	Iteration 19Q: 3 clusters Score -2212970 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -2213052.750000 Penalty: 3180.394531
	Iteration 20F: 3 clusters Score -2213053 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2213107.000000 Penalty: 3180.394531
	Iteration 21Q: 3 clusters Score -2213107 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2213148.750000 Penalty: 3180.394531
	Iteration 22Q: 3 clusters Score -2213149 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2213192.500000 Penalty: 3180.394531
	Iteration 23Q: 3 clusters Score -2213192 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2213225.750000 Penalty: 3180.394531
	Iteration 24Q: 3 clusters Score -2213226 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2213258.750000 Penalty: 3180.394531
	Iteration 25Q: 3 clusters Score -2213259 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -2213281.500000 Penalty: 3180.394531
	Iteration 26Q: 3 clusters Score -2213282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2213293.500000 Penalty: 3180.394531
	Iteration 27Q: 3 clusters Score -2213294 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2213310.750000 Penalty: 3180.394531
	Iteration 28Q: 3 clusters Score -2213311 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2213336.000000 Penalty: 3180.394531
	Iteration 29Q: 3 clusters Score -2213336 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -2213356.000000 Penalty: 3180.394531
	Iteration 30Q: 3 clusters Score -2213356 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2213383.500000 Penalty: 3180.394531
	Iteration 31Q: 3 clusters Score -2213384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2213413.250000 Penalty: 3180.394531
	Iteration 32Q: 3 clusters Score -2213413 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2213437.000000 Penalty: 3180.394531
	Iteration 33Q: 3 clusters Score -2213437 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2213455.000000 Penalty: 3180.394531
	Iteration 34Q: 3 clusters Score -2213455 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2213473.250000 Penalty: 3180.394531
	Iteration 35Q: 3 clusters Score -2213473 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2213486.250000 Penalty: 3180.394531
	Iteration 36Q: 3 clusters Score -2213486 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2213513.000000 Penalty: 3180.394531
	Iteration 37Q: 3 clusters Score -2213513 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2213528.500000 Penalty: 3180.394531
	Iteration 38Q: 3 clusters Score -2213528 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2213542.250000 Penalty: 3180.394531
	Iteration 39Q: 3 clusters Score -2213542 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -2213557.500000 Penalty: 3180.394531
	Iteration 40F: 3 clusters Score -2213558 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2213567.000000 Penalty: 3180.394531
	Iteration 41Q: 3 clusters Score -2213567 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2213569.250000 Penalty: 3180.394531
	Iteration 42Q: 3 clusters Score -2213569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2213580.000000 Penalty: 3180.394531
	Iteration 43Q: 3 clusters Score -2213580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -2213585.750000 Penalty: 3180.394531
	Iteration 44Q: 3 clusters Score -2213586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2213590.750000 Penalty: 3180.394531
	Iteration 45Q: 3 clusters Score -2213591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2213608.000000 Penalty: 3180.394531
	Iteration 46Q: 3 clusters Score -2213608 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2213614.500000 Penalty: 3180.394531
	Iteration 47Q: 3 clusters Score -2213614 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2213633.250000 Penalty: 3180.394531
	Iteration 48Q: 3 clusters Score -2213633 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2213648.500000 Penalty: 3180.394531
	Iteration 49Q: 3 clusters Score -2213648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2213665.250000 Penalty: 3180.394531
	Iteration 50Q: 3 clusters Score -2213665 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2213692.500000 Penalty: 3180.394531
	Iteration 51Q: 3 clusters Score -2213692 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -2213709.250000 Penalty: 3180.394531
	Iteration 52Q: 3 clusters Score -2213709 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2213735.000000 Penalty: 3180.394531
	Iteration 53Q: 3 clusters Score -2213735 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2213757.750000 Penalty: 3180.394531
	Iteration 54Q: 3 clusters Score -2213758 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2213782.000000 Penalty: 3180.394531
	Iteration 55Q: 3 clusters Score -2213782 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2213815.000000 Penalty: 3180.394531
	Iteration 56Q: 3 clusters Score -2213815 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2213841.500000 Penalty: 3180.394531
	Iteration 57Q: 3 clusters Score -2213842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2213851.500000 Penalty: 3180.394531
	Iteration 58Q: 3 clusters Score -2213852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2213872.750000 Penalty: 3180.394531
	Iteration 59Q: 3 clusters Score -2213873 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2213889.750000 Penalty: 3180.394531
	Iteration 60F: 3 clusters Score -2213890 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2213915.750000 Penalty: 3180.394531
	Iteration 61Q: 3 clusters Score -2213916 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2213932.000000 Penalty: 3180.394531
	Iteration 62Q: 3 clusters Score -2213932 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2213956.750000 Penalty: 3180.394531
	Iteration 63Q: 3 clusters Score -2213957 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2213973.500000 Penalty: 3180.394531
	Iteration 64Q: 3 clusters Score -2213974 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2214004.750000 Penalty: 3180.394531
	Iteration 65Q: 3 clusters Score -2214005 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2214027.500000 Penalty: 3180.394531
	Iteration 66Q: 3 clusters Score -2214028 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2214056.500000 Penalty: 3180.394531
	Iteration 67Q: 3 clusters Score -2214056 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2214091.000000 Penalty: 3180.394531
	Iteration 68Q: 3 clusters Score -2214091 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -2214125.750000 Penalty: 3180.394531
	Iteration 69Q: 3 clusters Score -2214126 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2214172.500000 Penalty: 3180.394531
	Iteration 70Q: 3 clusters Score -2214172 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -2214226.750000 Penalty: 3180.394531
	Iteration 71Q: 3 clusters Score -2214227 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2214262.750000 Penalty: 3180.394531
	Iteration 72Q: 3 clusters Score -2214263 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2214302.750000 Penalty: 3180.394531
	Iteration 73Q: 3 clusters Score -2214303 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2214338.500000 Penalty: 3180.394531
	Iteration 74Q: 3 clusters Score -2214338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2214376.750000 Penalty: 3180.394531
	Iteration 75Q: 3 clusters Score -2214377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2214401.500000 Penalty: 3180.394531
	Iteration 76Q: 3 clusters Score -2214402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2214423.750000 Penalty: 3180.394531
	Iteration 77Q: 3 clusters Score -2214424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2214450.250000 Penalty: 3180.394531
	Iteration 78Q: 3 clusters Score -2214450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2214472.750000 Penalty: 3180.394531
	Iteration 79Q: 3 clusters Score -2214473 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2214493.750000 Penalty: 3180.394531
	Iteration 80F: 3 clusters Score -2214494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2214520.000000 Penalty: 3180.394531
	Iteration 81Q: 3 clusters Score -2214520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2214544.500000 Penalty: 3180.394531
	Iteration 82Q: 3 clusters Score -2214544 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -2214562.500000 Penalty: 3180.394531
	Iteration 83Q: 3 clusters Score -2214562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2214576.000000 Penalty: 3180.394531
	Iteration 84Q: 3 clusters Score -2214576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2214594.250000 Penalty: 3180.394531
	Iteration 85Q: 3 clusters Score -2214594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2214606.250000 Penalty: 3180.394531
	Iteration 86Q: 3 clusters Score -2214606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2214614.750000 Penalty: 3180.394531
	Iteration 87Q: 3 clusters Score -2214615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2214625.000000 Penalty: 3180.394531
	Iteration 88Q: 3 clusters Score -2214625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2214632.250000 Penalty: 3180.394531
	Iteration 89Q: 3 clusters Score -2214632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2214639.000000 Penalty: 3180.394531
	Iteration 90Q: 3 clusters Score -2214639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2214646.250000 Penalty: 3180.394531
	Iteration 91Q: 3 clusters Score -2214646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2214649.750000 Penalty: 3180.394531
	Iteration 92Q: 3 clusters Score -2214650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2214650.750000 Penalty: 3180.394531
	Iteration 93Q: 3 clusters Score -2214651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2214650.500000 Penalty: 3180.394531
	Iteration 94Q: 3 clusters Score -2214650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2214650.500000 Penalty: 3180.394531
	Iteration 95F: 3 clusters Score -2214650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Entering Unmasked Estep 
Score: -831365.312500 Penalty: 1431.384277
	Iteration 0F: 2 clusters Score -831365.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -826292.500000 Penalty: 2862.768555
	Iteration 0F: 3 clusters Score -826292.5 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -827783.125000 Penalty: 2862.768555
	Iteration 1F: 3 clusters Score -827783.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -828031.187500 Penalty: 2862.768555
	Iteration 2F: 3 clusters Score -828031.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -828228.937500 Penalty: 2862.768555
	Iteration 3F: 3 clusters Score -828228.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -828406.000000 Penalty: 2862.768555
	Iteration 4F: 3 clusters Score -828406 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -828543.062500 Penalty: 2862.768555
	Iteration 5Q: 3 clusters Score -828543.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -828651.250000 Penalty: 2862.768555
	Iteration 6Q: 3 clusters Score -828651.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -828737.562500 Penalty: 2862.768555
	Iteration 7Q: 3 clusters Score -828737.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -828812.250000 Penalty: 2862.768555
	Iteration 8Q: 3 clusters Score -828812.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -828882.937500 Penalty: 2862.768555
	Iteration 9Q: 3 clusters Score -828882.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -828948.937500 Penalty: 2862.768555
	Iteration 10Q: 3 clusters Score -828948.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -829011.937500 Penalty: 2862.768555
	Iteration 11Q: 3 clusters Score -829011.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -829081.875000 Penalty: 2862.768555
	Iteration 12Q: 3 clusters Score -829081.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -829139.125000 Penalty: 2862.768555
	Iteration 13Q: 3 clusters Score -829139.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -829182.937500 Penalty: 2862.768555
	Iteration 14Q: 3 clusters Score -829182.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -829223.687500 Penalty: 2862.768555
	Iteration 15Q: 3 clusters Score -829223.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -829269.750000 Penalty: 2862.768555
	Iteration 16Q: 3 clusters Score -829269.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -829314.625000 Penalty: 2862.768555
	Iteration 17Q: 3 clusters Score -829314.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -829369.437500 Penalty: 2862.768555
	Iteration 18Q: 3 clusters Score -829369.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -829425.937500 Penalty: 2862.768555
	Iteration 19Q: 3 clusters Score -829425.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -829477.687500 Penalty: 2862.768555
	Iteration 20F: 3 clusters Score -829477.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -829523.375000 Penalty: 2862.768555
	Iteration 21Q: 3 clusters Score -829523.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -829567.312500 Penalty: 2862.768555
	Iteration 22Q: 3 clusters Score -829567.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -829630.062500 Penalty: 2862.768555
	Iteration 23Q: 3 clusters Score -829630.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -829692.437500 Penalty: 2862.768555
	Iteration 24Q: 3 clusters Score -829692.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -829761.937500 Penalty: 2862.768555
	Iteration 25Q: 3 clusters Score -829761.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -829835.437500 Penalty: 2862.768555
	Iteration 26Q: 3 clusters Score -829835.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -829917.250000 Penalty: 2862.768555
	Iteration 27Q: 3 clusters Score -829917.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -830035.875000 Penalty: 2862.768555
	Iteration 28Q: 3 clusters Score -830035.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -830136.875000 Penalty: 2862.768555
	Iteration 29Q: 3 clusters Score -830136.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -830201.000000 Penalty: 2862.768555
	Iteration 30Q: 3 clusters Score -830201 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -830246.250000 Penalty: 2862.768555
	Iteration 31Q: 3 clusters Score -830246.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -830282.187500 Penalty: 2862.768555
	Iteration 32Q: 3 clusters Score -830282.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -830312.187500 Penalty: 2862.768555
	Iteration 33Q: 3 clusters Score -830312.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -830345.062500 Penalty: 2862.768555
	Iteration 34Q: 3 clusters Score -830345.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -830363.062500 Penalty: 2862.768555
	Iteration 35Q: 3 clusters Score -830363.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -830370.250000 Penalty: 2862.768555
	Iteration 36Q: 3 clusters Score -830370.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -830371.250000 Penalty: 2862.768555
	Iteration 37Q: 3 clusters Score -830371.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -830374.687500 Penalty: 2862.768555
	Iteration 38Q: 3 clusters Score -830374.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -830377.687500 Penalty: 2862.768555
	Iteration 39Q: 3 clusters Score -830377.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -830377.812500 Penalty: 2862.768555
	Iteration 40F: 3 clusters Score -830377.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -830381.000000 Penalty: 2862.768555
	Iteration 41Q: 3 clusters Score -830381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -830383.687500 Penalty: 2862.768555
	Iteration 42Q: 3 clusters Score -830383.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -830386.750000 Penalty: 2862.768555
	Iteration 43Q: 3 clusters Score -830386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -830387.437500 Penalty: 2862.768555
	Iteration 44Q: 3 clusters Score -830387.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -830387.437500 Penalty: 2862.768555
	Iteration 45F: 3 clusters Score -830387.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -158070.328125 Penalty: 1160.837891
	Iteration 0F: 2 clusters Score -158070.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -156451.156250 Penalty: 2321.675781
	Iteration 0F: 3 clusters Score -156451.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -156768.390625 Penalty: 2321.675781
	Iteration 1F: 3 clusters Score -156768.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -156841.000000 Penalty: 2321.675781
	Iteration 2F: 3 clusters Score -156841 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -156876.578125 Penalty: 2321.675781
	Iteration 3Q: 3 clusters Score -156876.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -156894.171875 Penalty: 2321.675781
	Iteration 4Q: 3 clusters Score -156894.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -156910.890625 Penalty: 2321.675781
	Iteration 5Q: 3 clusters Score -156910.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -156921.921875 Penalty: 2321.675781
	Iteration 6Q: 3 clusters Score -156921.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -156933.515625 Penalty: 2321.675781
	Iteration 7Q: 3 clusters Score -156933.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -156941.203125 Penalty: 2321.675781
	Iteration 8Q: 3 clusters Score -156941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -156944.671875 Penalty: 2321.675781
	Iteration 9Q: 3 clusters Score -156944.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -156949.093750 Penalty: 2321.675781
	Iteration 10Q: 3 clusters Score -156949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -156952.343750 Penalty: 2321.675781
	Iteration 11Q: 3 clusters Score -156952.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -156953.546875 Penalty: 2321.675781
	Iteration 12Q: 3 clusters Score -156953.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -156956.140625 Penalty: 2321.675781
	Iteration 13Q: 3 clusters Score -156956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -156957.906250 Penalty: 2321.675781
	Iteration 14Q: 3 clusters Score -156957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -156957.906250 Penalty: 2321.675781
	Iteration 15F: 3 clusters Score -156957.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -258634.531250 Penalty: 1246.898682
	Iteration 0F: 2 clusters Score -258634.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -256455.640625 Penalty: 2493.797363
	Iteration 0F: 3 clusters Score -256455.6 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -256941.671875 Penalty: 2493.797363
	Iteration 1F: 3 clusters Score -256941.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -257053.296875 Penalty: 2493.797363
	Iteration 2F: 3 clusters Score -257053.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -257109.062500 Penalty: 2493.797363
	Iteration 3Q: 3 clusters Score -257109.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -257147.984375 Penalty: 2493.797363
	Iteration 4Q: 3 clusters Score -257148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -257178.031250 Penalty: 2493.797363
	Iteration 5Q: 3 clusters Score -257178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -257203.671875 Penalty: 2493.797363
	Iteration 6Q: 3 clusters Score -257203.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -257223.406250 Penalty: 2493.797363
	Iteration 7Q: 3 clusters Score -257223.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -257248.000000 Penalty: 2493.797363
	Iteration 8Q: 3 clusters Score -257248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -257264.000000 Penalty: 2493.797363
	Iteration 9Q: 3 clusters Score -257264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -257280.578125 Penalty: 2493.797363
	Iteration 10Q: 3 clusters Score -257280.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -257300.437500 Penalty: 2493.797363
	Iteration 11Q: 3 clusters Score -257300.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -257317.343750 Penalty: 2493.797363
	Iteration 12Q: 3 clusters Score -257317.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -257335.953125 Penalty: 2493.797363
	Iteration 13Q: 3 clusters Score -257336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -257350.546875 Penalty: 2493.797363
	Iteration 14Q: 3 clusters Score -257350.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -257369.109375 Penalty: 2493.797363
	Iteration 15Q: 3 clusters Score -257369.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -257382.296875 Penalty: 2493.797363
	Iteration 16Q: 3 clusters Score -257382.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -257398.781250 Penalty: 2493.797363
	Iteration 17Q: 3 clusters Score -257398.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -257416.953125 Penalty: 2493.797363
	Iteration 18Q: 3 clusters Score -257417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -257436.765625 Penalty: 2493.797363
	Iteration 19Q: 3 clusters Score -257436.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -257454.093750 Penalty: 2493.797363
	Iteration 20F: 3 clusters Score -257454.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -257472.828125 Penalty: 2493.797363
	Iteration 21Q: 3 clusters Score -257472.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -257495.562500 Penalty: 2493.797363
	Iteration 22Q: 3 clusters Score -257495.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -257520.328125 Penalty: 2493.797363
	Iteration 23Q: 3 clusters Score -257520.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -257538.734375 Penalty: 2493.797363
	Iteration 24Q: 3 clusters Score -257538.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -257554.562500 Penalty: 2493.797363
	Iteration 25Q: 3 clusters Score -257554.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -257574.109375 Penalty: 2493.797363
	Iteration 26Q: 3 clusters Score -257574.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -257593.296875 Penalty: 2493.797363
	Iteration 27Q: 3 clusters Score -257593.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -257615.218750 Penalty: 2493.797363
	Iteration 28Q: 3 clusters Score -257615.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -257632.500000 Penalty: 2493.797363
	Iteration 29Q: 3 clusters Score -257632.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -257650.890625 Penalty: 2493.797363
	Iteration 30Q: 3 clusters Score -257650.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -257667.015625 Penalty: 2493.797363
	Iteration 31Q: 3 clusters Score -257667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -257675.515625 Penalty: 2493.797363
	Iteration 32Q: 3 clusters Score -257675.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -257682.953125 Penalty: 2493.797363
	Iteration 33Q: 3 clusters Score -257683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -257695.140625 Penalty: 2493.797363
	Iteration 34Q: 3 clusters Score -257695.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -257703.921875 Penalty: 2493.797363
	Iteration 35Q: 3 clusters Score -257703.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -257710.687500 Penalty: 2493.797363
	Iteration 36Q: 3 clusters Score -257710.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -257715.343750 Penalty: 2493.797363
	Iteration 37Q: 3 clusters Score -257715.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -257723.953125 Penalty: 2493.797363
	Iteration 38Q: 3 clusters Score -257724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -257734.015625 Penalty: 2493.797363
	Iteration 39Q: 3 clusters Score -257734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -257740.015625 Penalty: 2493.797363
	Iteration 40F: 3 clusters Score -257740 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -257747.484375 Penalty: 2493.797363
	Iteration 41Q: 3 clusters Score -257747.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -257763.281250 Penalty: 2493.797363
	Iteration 42Q: 3 clusters Score -257763.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -257792.515625 Penalty: 2493.797363
	Iteration 43Q: 3 clusters Score -257792.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -257817.859375 Penalty: 2493.797363
	Iteration 44Q: 3 clusters Score -257817.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -257835.375000 Penalty: 2493.797363
	Iteration 45Q: 3 clusters Score -257835.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -257847.093750 Penalty: 2493.797363
	Iteration 46Q: 3 clusters Score -257847.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -257853.453125 Penalty: 2493.797363
	Iteration 47Q: 3 clusters Score -257853.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -257857.109375 Penalty: 2493.797363
	Iteration 48Q: 3 clusters Score -257857.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -257860.796875 Penalty: 2493.797363
	Iteration 49Q: 3 clusters Score -257860.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -257865.296875 Penalty: 2493.797363
	Iteration 50Q: 3 clusters Score -257865.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -257867.062500 Penalty: 2493.797363
	Iteration 51Q: 3 clusters Score -257867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -257868.953125 Penalty: 2493.797363
	Iteration 52Q: 3 clusters Score -257869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -257871.453125 Penalty: 2493.797363
	Iteration 53Q: 3 clusters Score -257871.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -257875.750000 Penalty: 2493.797363
	Iteration 54Q: 3 clusters Score -257875.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -257878.312500 Penalty: 2493.797363
	Iteration 55Q: 3 clusters Score -257878.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -257880.375000 Penalty: 2493.797363
	Iteration 56Q: 3 clusters Score -257880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -257881.984375 Penalty: 2493.797363
	Iteration 57Q: 3 clusters Score -257882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -257882.953125 Penalty: 2493.797363
	Iteration 58Q: 3 clusters Score -257883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -257883.500000 Penalty: 2493.797363
	Iteration 59Q: 3 clusters Score -257883.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -257884.500000 Penalty: 2493.797363
	Iteration 60F: 3 clusters Score -257884.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -257885.453125 Penalty: 2493.797363
	Iteration 61Q: 3 clusters Score -257885.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -257886.062500 Penalty: 2493.797363
	Iteration 62Q: 3 clusters Score -257886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -257886.062500 Penalty: 2493.797363
	Iteration 63F: 3 clusters Score -257886.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -184630.046875 Penalty: 1191.616211
	Iteration 0F: 2 clusters Score -184630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -182836.156250 Penalty: 2383.232422
	Iteration 0F: 3 clusters Score -182836.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -183198.328125 Penalty: 2383.232422
	Iteration 1F: 3 clusters Score -183198.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -183309.781250 Penalty: 2383.232422
	Iteration 2F: 3 clusters Score -183309.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -183350.062500 Penalty: 2383.232422
	Iteration 3Q: 3 clusters Score -183350.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -183367.078125 Penalty: 2383.232422
	Iteration 4Q: 3 clusters Score -183367.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -183382.890625 Penalty: 2383.232422
	Iteration 5Q: 3 clusters Score -183382.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -183396.187500 Penalty: 2383.232422
	Iteration 6Q: 3 clusters Score -183396.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -183413.609375 Penalty: 2383.232422
	Iteration 7Q: 3 clusters Score -183413.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -183423.140625 Penalty: 2383.232422
	Iteration 8Q: 3 clusters Score -183423.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -183429.703125 Penalty: 2383.232422
	Iteration 9Q: 3 clusters Score -183429.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -183434.406250 Penalty: 2383.232422
	Iteration 10Q: 3 clusters Score -183434.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -183437.921875 Penalty: 2383.232422
	Iteration 11Q: 3 clusters Score -183437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -183441.187500 Penalty: 2383.232422
	Iteration 12Q: 3 clusters Score -183441.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -183444.906250 Penalty: 2383.232422
	Iteration 13Q: 3 clusters Score -183444.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -183448.281250 Penalty: 2383.232422
	Iteration 14Q: 3 clusters Score -183448.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -183451.109375 Penalty: 2383.232422
	Iteration 15Q: 3 clusters Score -183451.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -183453.718750 Penalty: 2383.232422
	Iteration 16Q: 3 clusters Score -183453.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -183458.328125 Penalty: 2383.232422
	Iteration 17Q: 3 clusters Score -183458.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -183466.093750 Penalty: 2383.232422
	Iteration 18Q: 3 clusters Score -183466.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -183475.937500 Penalty: 2383.232422
	Iteration 19Q: 3 clusters Score -183475.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -183490.609375 Penalty: 2383.232422
	Iteration 20F: 3 clusters Score -183490.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -183502.187500 Penalty: 2383.232422
	Iteration 21Q: 3 clusters Score -183502.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -183515.562500 Penalty: 2383.232422
	Iteration 22Q: 3 clusters Score -183515.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -183529.218750 Penalty: 2383.232422
	Iteration 23Q: 3 clusters Score -183529.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -183545.250000 Penalty: 2383.232422
	Iteration 24Q: 3 clusters Score -183545.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -183557.578125 Penalty: 2383.232422
	Iteration 25Q: 3 clusters Score -183557.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -183567.640625 Penalty: 2383.232422
	Iteration 26Q: 3 clusters Score -183567.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -183578.046875 Penalty: 2383.232422
	Iteration 27Q: 3 clusters Score -183578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -183589.828125 Penalty: 2383.232422
	Iteration 28Q: 3 clusters Score -183589.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -183600.593750 Penalty: 2383.232422
	Iteration 29Q: 3 clusters Score -183600.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -183607.906250 Penalty: 2383.232422
	Iteration 30Q: 3 clusters Score -183607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -183613.500000 Penalty: 2383.232422
	Iteration 31Q: 3 clusters Score -183613.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -183618.062500 Penalty: 2383.232422
	Iteration 32Q: 3 clusters Score -183618.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -183621.546875 Penalty: 2383.232422
	Iteration 33Q: 3 clusters Score -183621.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -183627.484375 Penalty: 2383.232422
	Iteration 34Q: 3 clusters Score -183627.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -183629.437500 Penalty: 2383.232422
	Iteration 35Q: 3 clusters Score -183629.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -183631.312500 Penalty: 2383.232422
	Iteration 36Q: 3 clusters Score -183631.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -183631.312500 Penalty: 2383.232422
	Iteration 37F: 3 clusters Score -183631.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Entering Unmasked Estep 
Score: -338015.375000 Penalty: 1287.190552
	Iteration 0F: 2 clusters Score -338015.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -335477.687500 Penalty: 2574.381104
	Iteration 0F: 3 clusters Score -335477.7 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -336128.875000 Penalty: 2574.381104
	Iteration 1F: 3 clusters Score -336128.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -336295.375000 Penalty: 2574.381104
	Iteration 2F: 3 clusters Score -336295.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -336407.750000 Penalty: 2574.381104
	Iteration 3F: 3 clusters Score -336407.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -336490.875000 Penalty: 2574.381104
	Iteration 4Q: 3 clusters Score -336490.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -336563.937500 Penalty: 2574.381104
	Iteration 5Q: 3 clusters Score -336563.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -336618.968750 Penalty: 2574.381104
	Iteration 6Q: 3 clusters Score -336619 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -336678.781250 Penalty: 2574.381104
	Iteration 7Q: 3 clusters Score -336678.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -336742.125000 Penalty: 2574.381104
	Iteration 8Q: 3 clusters Score -336742.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -336805.875000 Penalty: 2574.381104
	Iteration 9Q: 3 clusters Score -336805.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -336871.062500 Penalty: 2574.381104
	Iteration 10Q: 3 clusters Score -336871.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -336929.531250 Penalty: 2574.381104
	Iteration 11Q: 3 clusters Score -336929.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -336966.062500 Penalty: 2574.381104
	Iteration 12Q: 3 clusters Score -336966.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -337000.093750 Penalty: 2574.381104
	Iteration 13Q: 3 clusters Score -337000.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -337023.343750 Penalty: 2574.381104
	Iteration 14Q: 3 clusters Score -337023.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -337045.750000 Penalty: 2574.381104
	Iteration 15Q: 3 clusters Score -337045.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -337063.312500 Penalty: 2574.381104
	Iteration 16Q: 3 clusters Score -337063.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -337070.906250 Penalty: 2574.381104
	Iteration 17Q: 3 clusters Score -337070.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -337082.406250 Penalty: 2574.381104
	Iteration 18Q: 3 clusters Score -337082.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -337090.062500 Penalty: 2574.381104
	Iteration 19Q: 3 clusters Score -337090.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -337098.812500 Penalty: 2574.381104
	Iteration 20F: 3 clusters Score -337098.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -337105.062500 Penalty: 2574.381104
	Iteration 21Q: 3 clusters Score -337105.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -337111.187500 Penalty: 2574.381104
	Iteration 22Q: 3 clusters Score -337111.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -337116.843750 Penalty: 2574.381104
	Iteration 23Q: 3 clusters Score -337116.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -337120.093750 Penalty: 2574.381104
	Iteration 24Q: 3 clusters Score -337120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -337120.562500 Penalty: 2574.381104
	Iteration 25Q: 3 clusters Score -337120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -337120.562500 Penalty: 2574.381104
	Iteration 26Q: 3 clusters Score -337120.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -337121.468750 Penalty: 2574.381104
	Iteration 27Q: 3 clusters Score -337121.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -337121.750000 Penalty: 2574.381104
	Iteration 28Q: 3 clusters Score -337121.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -337121.750000 Penalty: 2574.381104
	Iteration 29F: 3 clusters Score -337121.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Entering Unmasked Estep 
Score: -2436791.250000 Penalty: 1608.150635
	Iteration 0F: 2 clusters Score -2436791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2423197.500000 Penalty: 3216.301270
	Iteration 0F: 3 clusters Score -2423198 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2428586.000000 Penalty: 3216.301270
	Iteration 1F: 3 clusters Score -2428586 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2429325.750000 Penalty: 3216.301270
	Iteration 2F: 3 clusters Score -2429326 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2430246.750000 Penalty: 3216.301270
	Iteration 3F: 3 clusters Score -2430247 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2431376.000000 Penalty: 3216.301270
	Iteration 4F: 3 clusters Score -2431376 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2432466.750000 Penalty: 3216.301270
	Iteration 5F: 3 clusters Score -2432467 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2433372.500000 Penalty: 3216.301270
	Iteration 6F: 3 clusters Score -2433372 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2434063.250000 Penalty: 3216.301270
	Iteration 7Q: 3 clusters Score -2434063 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2434524.250000 Penalty: 3216.301270
	Iteration 8Q: 3 clusters Score -2434524 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2434839.000000 Penalty: 3216.301270
	Iteration 9Q: 3 clusters Score -2434839 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2435046.750000 Penalty: 3216.301270
	Iteration 10Q: 3 clusters Score -2435047 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2435171.750000 Penalty: 3216.301270
	Iteration 11Q: 3 clusters Score -2435172 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2435264.000000 Penalty: 3216.301270
	Iteration 12Q: 3 clusters Score -2435264 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2435330.250000 Penalty: 3216.301270
	Iteration 13Q: 3 clusters Score -2435330 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2435368.000000 Penalty: 3216.301270
	Iteration 14Q: 3 clusters Score -2435368 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2435403.250000 Penalty: 3216.301270
	Iteration 15Q: 3 clusters Score -2435403 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2435443.000000 Penalty: 3216.301270
	Iteration 16Q: 3 clusters Score -2435443 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2435479.750000 Penalty: 3216.301270
	Iteration 17Q: 3 clusters Score -2435480 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2435500.500000 Penalty: 3216.301270
	Iteration 18Q: 3 clusters Score -2435500 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2435520.000000 Penalty: 3216.301270
	Iteration 19Q: 3 clusters Score -2435520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2435549.250000 Penalty: 3216.301270
	Iteration 20F: 3 clusters Score -2435549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2435583.500000 Penalty: 3216.301270
	Iteration 21Q: 3 clusters Score -2435584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2435595.250000 Penalty: 3216.301270
	Iteration 22Q: 3 clusters Score -2435595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2435614.000000 Penalty: 3216.301270
	Iteration 23Q: 3 clusters Score -2435614 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -2435619.750000 Penalty: 3216.301270
	Iteration 24Q: 3 clusters Score -2435620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2435625.750000 Penalty: 3216.301270
	Iteration 25Q: 3 clusters Score -2435626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2435632.250000 Penalty: 3216.301270
	Iteration 26Q: 3 clusters Score -2435632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2435640.500000 Penalty: 3216.301270
	Iteration 27Q: 3 clusters Score -2435640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2435646.250000 Penalty: 3216.301270
	Iteration 28Q: 3 clusters Score -2435646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -2435643.750000 Penalty: 3216.301270
	Iteration 29Q: 3 clusters Score -2435644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -2435646.250000 Penalty: 3216.301270
	Iteration 30Q: 3 clusters Score -2435646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2435650.750000 Penalty: 3216.301270
	Iteration 31Q: 3 clusters Score -2435651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2435653.750000 Penalty: 3216.301270
	Iteration 32Q: 3 clusters Score -2435654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -2435654.000000 Penalty: 3216.301270
	Iteration 33Q: 3 clusters Score -2435654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2435660.500000 Penalty: 3216.301270
	Iteration 34Q: 3 clusters Score -2435660 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2435663.500000 Penalty: 3216.301270
	Iteration 35Q: 3 clusters Score -2435664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2435663.250000 Penalty: 3216.301270
	Iteration 36Q: 3 clusters Score -2435663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2435662.000000 Penalty: 3216.301270
	Iteration 37Q: 3 clusters Score -2435662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2435668.750000 Penalty: 3216.301270
	Iteration 38Q: 3 clusters Score -2435669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2435678.500000 Penalty: 3216.301270
	Iteration 39Q: 3 clusters Score -2435678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2435675.000000 Penalty: 3216.301270
	Iteration 40F: 3 clusters Score -2435675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -2435681.500000 Penalty: 3216.301270
	Iteration 41Q: 3 clusters Score -2435682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2435685.500000 Penalty: 3216.301270
	Iteration 42Q: 3 clusters Score -2435686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2435690.500000 Penalty: 3216.301270
	Iteration 43Q: 3 clusters Score -2435690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2435689.750000 Penalty: 3216.301270
	Iteration 44Q: 3 clusters Score -2435690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2435691.750000 Penalty: 3216.301270
	Iteration 45Q: 3 clusters Score -2435692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2435689.750000 Penalty: 3216.301270
	Iteration 46Q: 3 clusters Score -2435690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2435697.250000 Penalty: 3216.301270
	Iteration 47Q: 3 clusters Score -2435697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2435704.000000 Penalty: 3216.301270
	Iteration 48Q: 3 clusters Score -2435704 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2435713.250000 Penalty: 3216.301270
	Iteration 49Q: 3 clusters Score -2435713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -2435715.500000 Penalty: 3216.301270
	Iteration 50Q: 3 clusters Score -2435716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2435720.750000 Penalty: 3216.301270
	Iteration 51Q: 3 clusters Score -2435721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2435726.250000 Penalty: 3216.301270
	Iteration 52Q: 3 clusters Score -2435726 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2435739.500000 Penalty: 3216.301270
	Iteration 53Q: 3 clusters Score -2435740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2435748.500000 Penalty: 3216.301270
	Iteration 54Q: 3 clusters Score -2435748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2435756.750000 Penalty: 3216.301270
	Iteration 55Q: 3 clusters Score -2435757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2435761.750000 Penalty: 3216.301270
	Iteration 56Q: 3 clusters Score -2435762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2435767.000000 Penalty: 3216.301270
	Iteration 57Q: 3 clusters Score -2435767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2435770.250000 Penalty: 3216.301270
	Iteration 58Q: 3 clusters Score -2435770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2435770.750000 Penalty: 3216.301270
	Iteration 59Q: 3 clusters Score -2435771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2435780.500000 Penalty: 3216.301270
	Iteration 60F: 3 clusters Score -2435780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2435788.500000 Penalty: 3216.301270
	Iteration 61Q: 3 clusters Score -2435788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2435794.250000 Penalty: 3216.301270
	Iteration 62Q: 3 clusters Score -2435794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2435801.500000 Penalty: 3216.301270
	Iteration 63Q: 3 clusters Score -2435802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -2435812.500000 Penalty: 3216.301270
	Iteration 64Q: 3 clusters Score -2435812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2435819.250000 Penalty: 3216.301270
	Iteration 65Q: 3 clusters Score -2435819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2435827.750000 Penalty: 3216.301270
	Iteration 66Q: 3 clusters Score -2435828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2435830.500000 Penalty: 3216.301270
	Iteration 67Q: 3 clusters Score -2435830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2435832.500000 Penalty: 3216.301270
	Iteration 68Q: 3 clusters Score -2435832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2435833.750000 Penalty: 3216.301270
	Iteration 69Q: 3 clusters Score -2435834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2435835.250000 Penalty: 3216.301270
	Iteration 70Q: 3 clusters Score -2435835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2435838.750000 Penalty: 3216.301270
	Iteration 71Q: 3 clusters Score -2435839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2435836.750000 Penalty: 3216.301270
	Iteration 72Q: 3 clusters Score -2435837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2435839.500000 Penalty: 3216.301270
	Iteration 73Q: 3 clusters Score -2435840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2435841.250000 Penalty: 3216.301270
	Iteration 74Q: 3 clusters Score -2435841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2435839.250000 Penalty: 3216.301270
	Iteration 75Q: 3 clusters Score -2435839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2435841.000000 Penalty: 3216.301270
	Iteration 76Q: 3 clusters Score -2435841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2435844.750000 Penalty: 3216.301270
	Iteration 77Q: 3 clusters Score -2435845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2435845.000000 Penalty: 3216.301270
	Iteration 78Q: 3 clusters Score -2435845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2435845.000000 Penalty: 3216.301270
	Iteration 79F: 3 clusters Score -2435845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Entering Unmasked Estep 
Score: -497995.343750 Penalty: 1352.349609
	Iteration 0F: 2 clusters Score -497995.3 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 2083 members 
Entering Unmasked Estep 
Score: -494650.250000 Penalty: 2704.699219
	Iteration 0F: 3 clusters Score -494650.2 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -495577.218750 Penalty: 2704.699219
	Iteration 1F: 3 clusters Score -495577.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -495834.125000 Penalty: 2704.699219
	Iteration 2F: 3 clusters Score -495834.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -496044.187500 Penalty: 2704.699219
	Iteration 3F: 3 clusters Score -496044.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -496244.781250 Penalty: 2704.699219
	Iteration 4F: 3 clusters Score -496244.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -496426.031250 Penalty: 2704.699219
	Iteration 5F: 3 clusters Score -496426 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -496564.812500 Penalty: 2704.699219
	Iteration 6Q: 3 clusters Score -496564.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -496694.687500 Penalty: 2704.699219
	Iteration 7Q: 3 clusters Score -496694.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -496819.125000 Penalty: 2704.699219
	Iteration 8Q: 3 clusters Score -496819.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -496951.562500 Penalty: 2704.699219
	Iteration 9Q: 3 clusters Score -496951.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -497106.281250 Penalty: 2704.699219
	Iteration 10Q: 3 clusters Score -497106.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -497269.531250 Penalty: 2704.699219
	Iteration 11Q: 3 clusters Score -497269.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -497406.843750 Penalty: 2704.699219
	Iteration 12Q: 3 clusters Score -497406.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -497520.218750 Penalty: 2704.699219
	Iteration 13Q: 3 clusters Score -497520.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -497583.562500 Penalty: 2704.699219
	Iteration 14Q: 3 clusters Score -497583.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -497627.312500 Penalty: 2704.699219
	Iteration 15Q: 3 clusters Score -497627.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -497651.500000 Penalty: 2704.699219
	Iteration 16Q: 3 clusters Score -497651.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -497659.281250 Penalty: 2704.699219
	Iteration 17Q: 3 clusters Score -497659.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -497665.437500 Penalty: 2704.699219
	Iteration 18Q: 3 clusters Score -497665.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -497666.437500 Penalty: 2704.699219
	Iteration 19Q: 3 clusters Score -497666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -497666.437500 Penalty: 2704.699219
	Iteration 20F: 3 clusters Score -497666.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -497666.500000 Penalty: 2704.699219
	Iteration 21Q: 3 clusters Score -497666.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -497666.500000 Penalty: 2704.699219
	Iteration 22F: 3 clusters Score -497666.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (21175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Entering Unmasked Estep 
Score: -2631430.500000 Penalty: 1618.593750
	Iteration 0F: 2 clusters Score -2631430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -2617091.500000 Penalty: 3237.187500
	Iteration 0F: 3 clusters Score -2617092 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2622537.750000 Penalty: 3237.187500
	Iteration 1F: 3 clusters Score -2622538 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2623064.750000 Penalty: 3237.187500
	Iteration 2F: 3 clusters Score -2623065 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2623694.500000 Penalty: 3237.187500
	Iteration 3F: 3 clusters Score -2623694 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2624440.500000 Penalty: 3237.187500
	Iteration 4F: 3 clusters Score -2624440 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2625282.000000 Penalty: 3237.187500
	Iteration 5F: 3 clusters Score -2625282 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -2626151.750000 Penalty: 3237.187500
	Iteration 6F: 3 clusters Score -2626152 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -2627027.500000 Penalty: 3237.187500
	Iteration 7F: 3 clusters Score -2627028 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2627850.000000 Penalty: 3237.187500
	Iteration 8F: 3 clusters Score -2627850 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2628585.750000 Penalty: 3237.187500
	Iteration 9Q: 3 clusters Score -2628586 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2629097.750000 Penalty: 3237.187500
	Iteration 10Q: 3 clusters Score -2629098 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2629420.750000 Penalty: 3237.187500
	Iteration 11Q: 3 clusters Score -2629421 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2629656.750000 Penalty: 3237.187500
	Iteration 12Q: 3 clusters Score -2629657 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2629829.000000 Penalty: 3237.187500
	Iteration 13Q: 3 clusters Score -2629829 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2629951.500000 Penalty: 3237.187500
	Iteration 14Q: 3 clusters Score -2629952 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2630041.000000 Penalty: 3237.187500
	Iteration 15Q: 3 clusters Score -2630041 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2630094.000000 Penalty: 3237.187500
	Iteration 16Q: 3 clusters Score -2630094 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2630137.250000 Penalty: 3237.187500
	Iteration 17Q: 3 clusters Score -2630137 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2630177.750000 Penalty: 3237.187500
	Iteration 18Q: 3 clusters Score -2630178 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2630211.750000 Penalty: 3237.187500
	Iteration 19Q: 3 clusters Score -2630212 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2630243.000000 Penalty: 3237.187500
	Iteration 20F: 3 clusters Score -2630243 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2630275.750000 Penalty: 3237.187500
	Iteration 21Q: 3 clusters Score -2630276 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -2630313.750000 Penalty: 3237.187500
	Iteration 22Q: 3 clusters Score -2630314 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -2630333.000000 Penalty: 3237.187500
	Iteration 23Q: 3 clusters Score -2630333 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -2630379.000000 Penalty: 3237.187500
	Iteration 24Q: 3 clusters Score -2630379 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2630421.750000 Penalty: 3237.187500
	Iteration 25Q: 3 clusters Score -2630422 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2630454.000000 Penalty: 3237.187500
	Iteration 26Q: 3 clusters Score -2630454 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2630499.500000 Penalty: 3237.187500
	Iteration 27Q: 3 clusters Score -2630500 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2630556.750000 Penalty: 3237.187500
	Iteration 28Q: 3 clusters Score -2630557 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2630620.750000 Penalty: 3237.187500
	Iteration 29Q: 3 clusters Score -2630621 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2630655.750000 Penalty: 3237.187500
	Iteration 30Q: 3 clusters Score -2630656 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2630699.250000 Penalty: 3237.187500
	Iteration 31Q: 3 clusters Score -2630699 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2630734.750000 Penalty: 3237.187500
	Iteration 32Q: 3 clusters Score -2630735 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -2630780.000000 Penalty: 3237.187500
	Iteration 33Q: 3 clusters Score -2630780 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2630814.750000 Penalty: 3237.187500
	Iteration 34Q: 3 clusters Score -2630815 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2630834.750000 Penalty: 3237.187500
	Iteration 35Q: 3 clusters Score -2630835 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2630861.000000 Penalty: 3237.187500
	Iteration 36Q: 3 clusters Score -2630861 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2630865.250000 Penalty: 3237.187500
	Iteration 37Q: 3 clusters Score -2630865 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2630880.250000 Penalty: 3237.187500
	Iteration 38Q: 3 clusters Score -2630880 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2630906.250000 Penalty: 3237.187500
	Iteration 39Q: 3 clusters Score -2630906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2630922.000000 Penalty: 3237.187500
	Iteration 40F: 3 clusters Score -2630922 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2630923.500000 Penalty: 3237.187500
	Iteration 41Q: 3 clusters Score -2630924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2630937.500000 Penalty: 3237.187500
	Iteration 42Q: 3 clusters Score -2630938 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2630950.500000 Penalty: 3237.187500
	Iteration 43Q: 3 clusters Score -2630950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2630960.250000 Penalty: 3237.187500
	Iteration 44Q: 3 clusters Score -2630960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2630962.250000 Penalty: 3237.187500
	Iteration 45Q: 3 clusters Score -2630962 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2630965.250000 Penalty: 3237.187500
	Iteration 46Q: 3 clusters Score -2630965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2630963.000000 Penalty: 3237.187500
	Iteration 47Q: 3 clusters Score -2630963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2630959.250000 Penalty: 3237.187500
	Iteration 48Q: 3 clusters Score -2630959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2630967.000000 Penalty: 3237.187500
	Iteration 49Q: 3 clusters Score -2630967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2630970.750000 Penalty: 3237.187500
	Iteration 50Q: 3 clusters Score -2630971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2630965.750000 Penalty: 3237.187500
	Iteration 51Q: 3 clusters Score -2630966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2630969.500000 Penalty: 3237.187500
	Iteration 52Q: 3 clusters Score -2630970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2630977.500000 Penalty: 3237.187500
	Iteration 53Q: 3 clusters Score -2630978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2630974.750000 Penalty: 3237.187500
	Iteration 54Q: 3 clusters Score -2630975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2630972.750000 Penalty: 3237.187500
	Iteration 55Q: 3 clusters Score -2630973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2630976.750000 Penalty: 3237.187500
	Iteration 56Q: 3 clusters Score -2630977 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2630974.500000 Penalty: 3237.187500
	Iteration 57Q: 3 clusters Score -2630974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2630973.000000 Penalty: 3237.187500
	Iteration 58Q: 3 clusters Score -2630973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2630971.250000 Penalty: 3237.187500
	Iteration 59Q: 3 clusters Score -2630971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2630973.000000 Penalty: 3237.187500
	Iteration 60F: 3 clusters Score -2630973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2630972.750000 Penalty: 3237.187500
	Iteration 61Q: 3 clusters Score -2630973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2630977.500000 Penalty: 3237.187500
	Iteration 62Q: 3 clusters Score -2630978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2630978.250000 Penalty: 3237.187500
	Iteration 63Q: 3 clusters Score -2630978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2630981.750000 Penalty: 3237.187500
	Iteration 64Q: 3 clusters Score -2630982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2630981.750000 Penalty: 3237.187500
	Iteration 65Q: 3 clusters Score -2630982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2630979.500000 Penalty: 3237.187500
	Iteration 66Q: 3 clusters Score -2630980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2630972.750000 Penalty: 3237.187500
	Iteration 67Q: 3 clusters Score -2630973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2630972.000000 Penalty: 3237.187500
	Iteration 68Q: 3 clusters Score -2630972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2630972.250000 Penalty: 3237.187500
	Iteration 69Q: 3 clusters Score -2630972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -2630971.250000 Penalty: 3237.187500
	Iteration 70Q: 3 clusters Score -2630971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2630971.500000 Penalty: 3237.187500
	Iteration 71Q: 3 clusters Score -2630972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2630971.000000 Penalty: 3237.187500
	Iteration 72Q: 3 clusters Score -2630971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2630968.000000 Penalty: 3237.187500
	Iteration 73Q: 3 clusters Score -2630968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2630968.000000 Penalty: 3237.187500
	Iteration 74F: 3 clusters Score -2630968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Entering Unmasked Estep 
Score: -426557.218750 Penalty: 1327.517212
	Iteration 0F: 2 clusters Score -426557.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -423502.031250 Penalty: 2655.034424
	Iteration 0F: 3 clusters Score -423502 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -424310.593750 Penalty: 2655.034424
	Iteration 1F: 3 clusters Score -424310.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -424481.187500 Penalty: 2655.034424
	Iteration 2F: 3 clusters Score -424481.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -424597.031250 Penalty: 2655.034424
	Iteration 3F: 3 clusters Score -424597 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -424713.406250 Penalty: 2655.034424
	Iteration 4Q: 3 clusters Score -424713.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -424841.812500 Penalty: 2655.034424
	Iteration 5Q: 3 clusters Score -424841.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -425017.875000 Penalty: 2655.034424
	Iteration 6Q: 3 clusters Score -425017.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -425277.187500 Penalty: 2655.034424
	Iteration 7F: 3 clusters Score -425277.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -425678.812500 Penalty: 2655.034424
	Iteration 8F: 3 clusters Score -425678.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -426101.968750 Penalty: 2655.034424
	Iteration 9F: 3 clusters Score -426102 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -426328.000000 Penalty: 2655.034424
	Iteration 10F: 3 clusters Score -426328 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -426431.250000 Penalty: 2655.034424
	Iteration 11Q: 3 clusters Score -426431.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -426514.656250 Penalty: 2655.034424
	Iteration 12Q: 3 clusters Score -426514.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -426574.312500 Penalty: 2655.034424
	Iteration 13Q: 3 clusters Score -426574.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -426622.656250 Penalty: 2655.034424
	Iteration 14Q: 3 clusters Score -426622.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -426662.812500 Penalty: 2655.034424
	Iteration 15Q: 3 clusters Score -426662.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -426689.750000 Penalty: 2655.034424
	Iteration 16Q: 3 clusters Score -426689.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -426702.656250 Penalty: 2655.034424
	Iteration 17Q: 3 clusters Score -426702.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -426714.875000 Penalty: 2655.034424
	Iteration 18Q: 3 clusters Score -426714.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -426724.343750 Penalty: 2655.034424
	Iteration 19Q: 3 clusters Score -426724.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -426733.468750 Penalty: 2655.034424
	Iteration 20F: 3 clusters Score -426733.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -426744.531250 Penalty: 2655.034424
	Iteration 21Q: 3 clusters Score -426744.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -426758.218750 Penalty: 2655.034424
	Iteration 22Q: 3 clusters Score -426758.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -426771.750000 Penalty: 2655.034424
	Iteration 23Q: 3 clusters Score -426771.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -426780.937500 Penalty: 2655.034424
	Iteration 24Q: 3 clusters Score -426780.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -426785.781250 Penalty: 2655.034424
	Iteration 25Q: 3 clusters Score -426785.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -426789.125000 Penalty: 2655.034424
	Iteration 26Q: 3 clusters Score -426789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -426791.125000 Penalty: 2655.034424
	Iteration 27Q: 3 clusters Score -426791.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -426792.718750 Penalty: 2655.034424
	Iteration 28Q: 3 clusters Score -426792.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -426793.750000 Penalty: 2655.034424
	Iteration 29Q: 3 clusters Score -426793.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -426795.843750 Penalty: 2655.034424
	Iteration 30Q: 3 clusters Score -426795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -426802.500000 Penalty: 2655.034424
	Iteration 31Q: 3 clusters Score -426802.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -426805.812500 Penalty: 2655.034424
	Iteration 32Q: 3 clusters Score -426805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -426807.781250 Penalty: 2655.034424
	Iteration 33Q: 3 clusters Score -426807.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -426810.625000 Penalty: 2655.034424
	Iteration 34Q: 3 clusters Score -426810.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -426814.187500 Penalty: 2655.034424
	Iteration 35Q: 3 clusters Score -426814.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -426822.500000 Penalty: 2655.034424
	Iteration 36Q: 3 clusters Score -426822.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -426836.562500 Penalty: 2655.034424
	Iteration 37Q: 3 clusters Score -426836.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -426860.656250 Penalty: 2655.034424
	Iteration 38Q: 3 clusters Score -426860.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -426881.437500 Penalty: 2655.034424
	Iteration 39Q: 3 clusters Score -426881.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -426891.625000 Penalty: 2655.034424
	Iteration 40F: 3 clusters Score -426891.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -426898.500000 Penalty: 2655.034424
	Iteration 41Q: 3 clusters Score -426898.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -426905.687500 Penalty: 2655.034424
	Iteration 42Q: 3 clusters Score -426905.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -426916.468750 Penalty: 2655.034424
	Iteration 43Q: 3 clusters Score -426916.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -426922.968750 Penalty: 2655.034424
	Iteration 44Q: 3 clusters Score -426923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -426927.312500 Penalty: 2655.034424
	Iteration 45Q: 3 clusters Score -426927.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -426929.218750 Penalty: 2655.034424
	Iteration 46Q: 3 clusters Score -426929.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -426931.125000 Penalty: 2655.034424
	Iteration 47Q: 3 clusters Score -426931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -426932.968750 Penalty: 2655.034424
	Iteration 48Q: 3 clusters Score -426933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -426932.906250 Penalty: 2655.034424
	Iteration 49Q: 3 clusters Score -426932.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -426932.906250 Penalty: 2655.034424
	Iteration 50F: 3 clusters Score -426932.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 59957 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 5386 members 
Mstep: Class 8 contains 19523 members 
Mstep: Class 9 contains 74285 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 30604 members 
Mstep: Class 13 contains 13967 members 
Mstep: Class 14 contains 3530 members 
Mstep: Class 15 contains 13491 members 
Mstep: Class 16 contains 5876 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 6207 members 
Mstep: Class 24 contains 17780 members 
Mstep: Class 25 contains 6691 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2755 members 
Mstep: Class 30 contains 19857 members 
Mstep: Class 31 contains 4114 members 
Mstep: Class 32 contains 21175 members 
Mstep: Class 33 contains 2354 members 
Mstep: Class 34 contains 13693 members 
Mstep: Class 35 contains 764 members 
Mstep: Class 36 contains 1177 members 
Entering Unmasked Estep 
Score: -48238504.000000 Penalty: 75489.773438
Splitting cluster 33 changes total score from -48238684.000000 to -48238504.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1322 members 
Mstep: Class 3 contains 59957 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 10193 members 
Mstep: Class 7 contains 5386 members 
Mstep: Class 8 contains 19523 members 
Mstep: Class 9 contains 74285 members 
Mstep: Class 10 contains 17666 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 30604 members 
Mstep: Class 13 contains 13967 members 
Mstep: Class 14 contains 3530 members 
Mstep: Class 15 contains 13491 members 
Mstep: Class 16 contains 5876 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 6207 members 
Mstep: Class 24 contains 17780 members 
Mstep: Class 25 contains 6691 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1530 members 
Mstep: Class 29 contains 2755 members 
Mstep: Class 30 contains 19857 members 
Mstep: Class 31 contains 4114 members 
Mstep: Class 32 contains 21175 members 
Mstep: Class 33 contains 3531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48240092.000000 Penalty: 73392.835938
Iteration 119Q: 36 clusters Score -4.824009e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1329 members 
Mstep: Class 3 contains 59738 members 
Mstep: Class 4 contains 2234 members 
Mstep: Class 5 contains 3369 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 5403 members 
Mstep: Class 8 contains 19536 members 
Mstep: Class 9 contains 74275 members 
Mstep: Class 10 contains 17674 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 12 contains 30670 members 
Mstep: Class 13 contains 14132 members 
Mstep: Class 14 contains 3530 members 
Mstep: Class 15 contains 13677 members 
Mstep: Class 16 contains 5865 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9064 members 
Mstep: Class 19 contains 14502 members 
Mstep: Class 20 contains 2286 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 6336 members 
Mstep: Class 24 contains 17752 members 
Mstep: Class 25 contains 6728 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1532 members 
Mstep: Class 29 contains 2787 members 
Mstep: Class 30 contains 19872 members 
Mstep: Class 31 contains 4115 members 
Mstep: Class 32 contains 21061 members 
Mstep: Class 33 contains 3528 members 
Mstep: Class 34 contains 13432 members 
Mstep: Class 35 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48241072.000000 Penalty: 73392.835938
Iteration 120F: 36 clusters Score -4.824107e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1313 members 
Mstep: Class 3 contains 59676 members 
Mstep: Class 4 contains 2235 members 
Mstep: Class 5 contains 3368 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 5394 members 
Mstep: Class 8 contains 19547 members 
Mstep: Class 9 contains 74245 members 
Mstep: Class 10 contains 17693 members 
Mstep: Class 11 contains 2135 members 
Mstep: Class 12 contains 30717 members 
Mstep: Class 13 contains 14149 members 
Mstep: Class 14 contains 3529 members 
Mstep: Class 15 contains 13677 members 
Mstep: Class 16 contains 5852 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 2290 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 6331 members 
Mstep: Class 24 contains 17720 members 
Mstep: Class 25 contains 6689 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1527 members 
Mstep: Class 29 contains 2797 members 
Mstep: Class 30 contains 19860 members 
Mstep: Class 31 contains 4117 members 
Mstep: Class 32 contains 20941 members 
Mstep: Class 33 contains 3519 members 
Mstep: Class 34 contains 13626 members 
Mstep: Class 35 contains 770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48241276.000000 Penalty: 73392.835938
Iteration 121Q: 36 clusters Score -4.824128e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1311 members 
Mstep: Class 3 contains 59659 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 3359 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 5392 members 
Mstep: Class 8 contains 19558 members 
Mstep: Class 9 contains 74209 members 
Mstep: Class 10 contains 17700 members 
Mstep: Class 11 contains 2130 members 
Mstep: Class 12 contains 30772 members 
Mstep: Class 13 contains 14149 members 
Mstep: Class 14 contains 3525 members 
Mstep: Class 15 contains 13716 members 
Mstep: Class 16 contains 5828 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 2292 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 17692 members 
Mstep: Class 25 contains 6660 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 1527 members 
Mstep: Class 29 contains 2804 members 
Mstep: Class 30 contains 19828 members 
Mstep: Class 31 contains 4118 members 
Mstep: Class 32 contains 20855 members 
Mstep: Class 33 contains 3514 members 
Mstep: Class 34 contains 13731 members 
Mstep: Class 35 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48241372.000000 Penalty: 73392.835938
Iteration 122Q: 36 clusters Score -4.824137e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 59643 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 3349 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 5392 members 
Mstep: Class 8 contains 19564 members 
Mstep: Class 9 contains 74179 members 
Mstep: Class 10 contains 17707 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 30836 members 
Mstep: Class 13 contains 14192 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 13739 members 
Mstep: Class 16 contains 5800 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9063 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 6382 members 
Mstep: Class 24 contains 17674 members 
Mstep: Class 25 contains 6626 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1527 members 
Mstep: Class 29 contains 2805 members 
Mstep: Class 30 contains 19787 members 
Mstep: Class 31 contains 4122 members 
Mstep: Class 32 contains 20782 members 
Mstep: Class 33 contains 3505 members 
Mstep: Class 34 contains 13810 members 
Mstep: Class 35 contains 807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48241596.000000 Penalty: 73392.835938
Iteration 123Q: 36 clusters Score -4.82416e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59647 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 3338 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 5372 members 
Mstep: Class 8 contains 19572 members 
Mstep: Class 9 contains 74167 members 
Mstep: Class 10 contains 17710 members 
Mstep: Class 11 contains 2128 members 
Mstep: Class 12 contains 30908 members 
Mstep: Class 13 contains 14219 members 
Mstep: Class 14 contains 3520 members 
Mstep: Class 15 contains 13751 members 
Mstep: Class 16 contains 5785 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9064 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2302 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 6390 members 
Mstep: Class 24 contains 17653 members 
Mstep: Class 25 contains 6598 members 
Mstep: Class 26 contains 1267 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1527 members 
Mstep: Class 29 contains 2807 members 
Mstep: Class 30 contains 19758 members 
Mstep: Class 31 contains 4123 members 
Mstep: Class 32 contains 20727 members 
Mstep: Class 33 contains 3496 members 
Mstep: Class 34 contains 13872 members 
Mstep: Class 35 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48241892.000000 Penalty: 73392.835938
Iteration 124Q: 36 clusters Score -4.824189e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1296 members 
Mstep: Class 3 contains 59647 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 3328 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 5360 members 
Mstep: Class 8 contains 19583 members 
Mstep: Class 9 contains 74147 members 
Mstep: Class 10 contains 17716 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 30963 members 
Mstep: Class 13 contains 14244 members 
Mstep: Class 14 contains 3518 members 
Mstep: Class 15 contains 13765 members 
Mstep: Class 16 contains 5769 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2313 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 6405 members 
Mstep: Class 24 contains 17637 members 
Mstep: Class 25 contains 6574 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 1527 members 
Mstep: Class 29 contains 2810 members 
Mstep: Class 30 contains 19734 members 
Mstep: Class 31 contains 4125 members 
Mstep: Class 32 contains 20677 members 
Mstep: Class 33 contains 3485 members 
Mstep: Class 34 contains 13922 members 
Mstep: Class 35 contains 806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48241852.000000 Penalty: 73392.835938
Iteration 125Q: 36 clusters Score -4.824185e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1294 members 
Mstep: Class 3 contains 59623 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 3320 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 5357 members 
Mstep: Class 8 contains 19586 members 
Mstep: Class 9 contains 74134 members 
Mstep: Class 10 contains 17723 members 
Mstep: Class 11 contains 2128 members 
Mstep: Class 12 contains 31022 members 
Mstep: Class 13 contains 14271 members 
Mstep: Class 14 contains 3515 members 
Mstep: Class 15 contains 13789 members 
Mstep: Class 16 contains 5757 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9068 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 17613 members 
Mstep: Class 25 contains 6559 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 1528 members 
Mstep: Class 29 contains 2811 members 
Mstep: Class 30 contains 19705 members 
Mstep: Class 31 contains 4125 members 
Mstep: Class 32 contains 20623 members 
Mstep: Class 33 contains 3478 members 
Mstep: Class 34 contains 13971 members 
Mstep: Class 35 contains 812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48241884.000000 Penalty: 73392.835938
Iteration 126Q: 36 clusters Score -4.824188e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1296 members 
Mstep: Class 3 contains 59609 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 3310 members 
Mstep: Class 6 contains 10195 members 
Mstep: Class 7 contains 5353 members 
Mstep: Class 8 contains 19594 members 
Mstep: Class 9 contains 74125 members 
Mstep: Class 10 contains 17727 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 31070 members 
Mstep: Class 13 contains 14326 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 13807 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5552 members 
Mstep: Class 23 contains 6420 members 
Mstep: Class 24 contains 17594 members 
Mstep: Class 25 contains 6545 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 1527 members 
Mstep: Class 29 contains 2812 members 
Mstep: Class 30 contains 19675 members 
Mstep: Class 31 contains 4126 members 
Mstep: Class 32 contains 20561 members 
Mstep: Class 33 contains 3476 members 
Mstep: Class 34 contains 14002 members 
Mstep: Class 35 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48241840.000000 Penalty: 73392.835938
Iteration 127Q: 36 clusters Score -4.824184e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1298 members 
Mstep: Class 3 contains 59617 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 3300 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 5353 members 
Mstep: Class 8 contains 19597 members 
Mstep: Class 9 contains 74111 members 
Mstep: Class 10 contains 17731 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 31115 members 
Mstep: Class 13 contains 14360 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 13813 members 
Mstep: Class 16 contains 5736 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9079 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5553 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 17578 members 
Mstep: Class 25 contains 6538 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 1527 members 
Mstep: Class 29 contains 2811 members 
Mstep: Class 30 contains 19646 members 
Mstep: Class 31 contains 4128 members 
Mstep: Class 32 contains 20520 members 
Mstep: Class 33 contains 3472 members 
Mstep: Class 34 contains 14021 members 
Mstep: Class 35 contains 827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48241900.000000 Penalty: 73392.835938
Iteration 128Q: 36 clusters Score -4.82419e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59615 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 3291 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 5362 members 
Mstep: Class 8 contains 19602 members 
Mstep: Class 9 contains 74109 members 
Mstep: Class 10 contains 17734 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 31151 members 
Mstep: Class 13 contains 14387 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 13822 members 
Mstep: Class 16 contains 5728 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9080 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5553 members 
Mstep: Class 23 contains 6423 members 
Mstep: Class 24 contains 17564 members 
Mstep: Class 25 contains 6532 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2813 members 
Mstep: Class 30 contains 19610 members 
Mstep: Class 31 contains 4127 members 
Mstep: Class 32 contains 20491 members 
Mstep: Class 33 contains 3467 members 
Mstep: Class 34 contains 14042 members 
Mstep: Class 35 contains 829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48241996.000000 Penalty: 73392.835938
Iteration 129Q: 36 clusters Score -4.8242e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59631 members 
Mstep: Class 4 contains 2236 members 
Mstep: Class 5 contains 3282 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 5366 members 
Mstep: Class 8 contains 19604 members 
Mstep: Class 9 contains 74095 members 
Mstep: Class 10 contains 17733 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 31201 members 
Mstep: Class 13 contains 14392 members 
Mstep: Class 14 contains 3510 members 
Mstep: Class 15 contains 13844 members 
Mstep: Class 16 contains 5722 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9088 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2326 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5553 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 17547 members 
Mstep: Class 25 contains 6524 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2814 members 
Mstep: Class 30 contains 19562 members 
Mstep: Class 31 contains 4127 members 
Mstep: Class 32 contains 20476 members 
Mstep: Class 33 contains 3466 members 
Mstep: Class 34 contains 14058 members 
Mstep: Class 35 contains 833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242016.000000 Penalty: 73392.835938
Iteration 130Q: 36 clusters Score -4.824202e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59643 members 
Mstep: Class 4 contains 2237 members 
Mstep: Class 5 contains 3273 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 5378 members 
Mstep: Class 8 contains 19606 members 
Mstep: Class 9 contains 74102 members 
Mstep: Class 10 contains 17735 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 31239 members 
Mstep: Class 13 contains 14396 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 13849 members 
Mstep: Class 16 contains 5710 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 9082 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2327 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5554 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 17523 members 
Mstep: Class 25 contains 6517 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2146 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2817 members 
Mstep: Class 30 contains 19532 members 
Mstep: Class 31 contains 4127 members 
Mstep: Class 32 contains 20463 members 
Mstep: Class 33 contains 3464 members 
Mstep: Class 34 contains 14074 members 
Mstep: Class 35 contains 838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242132.000000 Penalty: 73392.835938
Iteration 131Q: 36 clusters Score -4.824213e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59656 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3265 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 5386 members 
Mstep: Class 8 contains 19610 members 
Mstep: Class 9 contains 74113 members 
Mstep: Class 10 contains 17737 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31273 members 
Mstep: Class 13 contains 14398 members 
Mstep: Class 14 contains 3507 members 
Mstep: Class 15 contains 13866 members 
Mstep: Class 16 contains 5701 members 
Mstep: Class 17 contains 1289 members 
Mstep: Class 18 contains 9078 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2329 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6420 members 
Mstep: Class 24 contains 17499 members 
Mstep: Class 25 contains 6512 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2817 members 
Mstep: Class 30 contains 19503 members 
Mstep: Class 31 contains 4128 members 
Mstep: Class 32 contains 20439 members 
Mstep: Class 33 contains 3455 members 
Mstep: Class 34 contains 14090 members 
Mstep: Class 35 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242224.000000 Penalty: 73392.835938
Iteration 132Q: 36 clusters Score -4.824222e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59684 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3259 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 5395 members 
Mstep: Class 8 contains 19616 members 
Mstep: Class 9 contains 74110 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2123 members 
Mstep: Class 12 contains 31298 members 
Mstep: Class 13 contains 14395 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 13876 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 17 contains 1289 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2330 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6418 members 
Mstep: Class 24 contains 17480 members 
Mstep: Class 25 contains 6505 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2817 members 
Mstep: Class 30 contains 19479 members 
Mstep: Class 31 contains 4130 members 
Mstep: Class 32 contains 20422 members 
Mstep: Class 33 contains 3449 members 
Mstep: Class 34 contains 14102 members 
Mstep: Class 35 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242184.000000 Penalty: 73392.835938
Iteration 133Q: 36 clusters Score -4.824218e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59707 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3258 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 5403 members 
Mstep: Class 8 contains 19617 members 
Mstep: Class 9 contains 74102 members 
Mstep: Class 10 contains 17738 members 
Mstep: Class 11 contains 2123 members 
Mstep: Class 12 contains 31333 members 
Mstep: Class 13 contains 14404 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 13885 members 
Mstep: Class 16 contains 5679 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6422 members 
Mstep: Class 24 contains 17462 members 
Mstep: Class 25 contains 6505 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 19457 members 
Mstep: Class 31 contains 4130 members 
Mstep: Class 32 contains 20392 members 
Mstep: Class 33 contains 3445 members 
Mstep: Class 34 contains 14112 members 
Mstep: Class 35 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242204.000000 Penalty: 73392.835938
Iteration 134Q: 36 clusters Score -4.82422e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59734 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3254 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 5406 members 
Mstep: Class 8 contains 19619 members 
Mstep: Class 9 contains 74097 members 
Mstep: Class 10 contains 17741 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31364 members 
Mstep: Class 13 contains 14398 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 13896 members 
Mstep: Class 16 contains 5668 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 17446 members 
Mstep: Class 25 contains 6501 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2147 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19439 members 
Mstep: Class 31 contains 4130 members 
Mstep: Class 32 contains 20374 members 
Mstep: Class 33 contains 3439 members 
Mstep: Class 34 contains 14123 members 
Mstep: Class 35 contains 846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242184.000000 Penalty: 73392.835938
Iteration 135Q: 36 clusters Score -4.824218e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59754 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3247 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 5414 members 
Mstep: Class 8 contains 19617 members 
Mstep: Class 9 contains 74084 members 
Mstep: Class 10 contains 17743 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31387 members 
Mstep: Class 13 contains 14403 members 
Mstep: Class 14 contains 3505 members 
Mstep: Class 15 contains 13906 members 
Mstep: Class 16 contains 5665 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9079 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6423 members 
Mstep: Class 24 contains 17436 members 
Mstep: Class 25 contains 6500 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19422 members 
Mstep: Class 31 contains 4130 members 
Mstep: Class 32 contains 20367 members 
Mstep: Class 33 contains 3430 members 
Mstep: Class 34 contains 14123 members 
Mstep: Class 35 contains 847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242196.000000 Penalty: 73392.835938
Iteration 136Q: 36 clusters Score -4.82422e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59764 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3245 members 
Mstep: Class 6 contains 10197 members 
Mstep: Class 7 contains 5419 members 
Mstep: Class 8 contains 19620 members 
Mstep: Class 9 contains 74078 members 
Mstep: Class 10 contains 17745 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 31412 members 
Mstep: Class 13 contains 14407 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 13915 members 
Mstep: Class 16 contains 5657 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 17428 members 
Mstep: Class 25 contains 6498 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2148 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19406 members 
Mstep: Class 31 contains 4130 members 
Mstep: Class 32 contains 20354 members 
Mstep: Class 33 contains 3422 members 
Mstep: Class 34 contains 14126 members 
Mstep: Class 35 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242156.000000 Penalty: 73392.835938
Iteration 137Q: 36 clusters Score -4.824216e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59771 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3243 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 5423 members 
Mstep: Class 8 contains 19623 members 
Mstep: Class 9 contains 74068 members 
Mstep: Class 10 contains 17747 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 31427 members 
Mstep: Class 13 contains 14414 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 13921 members 
Mstep: Class 16 contains 5658 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 18 contains 9077 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6425 members 
Mstep: Class 24 contains 17418 members 
Mstep: Class 25 contains 6496 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19399 members 
Mstep: Class 31 contains 4130 members 
Mstep: Class 32 contains 20342 members 
Mstep: Class 33 contains 3416 members 
Mstep: Class 34 contains 14127 members 
Mstep: Class 35 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242320.000000 Penalty: 73392.835938
Iteration 138Q: 36 clusters Score -4.824232e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59783 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3243 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 5428 members 
Mstep: Class 8 contains 19630 members 
Mstep: Class 9 contains 74062 members 
Mstep: Class 10 contains 17747 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31433 members 
Mstep: Class 13 contains 14417 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 13926 members 
Mstep: Class 16 contains 5654 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 9076 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 17410 members 
Mstep: Class 25 contains 6496 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2149 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19390 members 
Mstep: Class 31 contains 4131 members 
Mstep: Class 32 contains 20336 members 
Mstep: Class 33 contains 3410 members 
Mstep: Class 34 contains 14128 members 
Mstep: Class 35 contains 849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242236.000000 Penalty: 73392.835938
Iteration 139Q: 36 clusters Score -4.824224e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59797 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3243 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 5431 members 
Mstep: Class 8 contains 19638 members 
Mstep: Class 9 contains 74061 members 
Mstep: Class 10 contains 17745 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31443 members 
Mstep: Class 13 contains 14419 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 13926 members 
Mstep: Class 16 contains 5647 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 17404 members 
Mstep: Class 25 contains 6496 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2150 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19374 members 
Mstep: Class 31 contains 4132 members 
Mstep: Class 32 contains 20327 members 
Mstep: Class 33 contains 3409 members 
Mstep: Class 34 contains 14130 members 
Mstep: Class 35 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242192.000000 Penalty: 73392.835938
Iteration 140F: 36 clusters Score -4.824219e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59812 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3241 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 5432 members 
Mstep: Class 8 contains 19651 members 
Mstep: Class 9 contains 74059 members 
Mstep: Class 10 contains 17744 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31454 members 
Mstep: Class 13 contains 14429 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 13930 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 14499 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 17393 members 
Mstep: Class 25 contains 6496 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19354 members 
Mstep: Class 31 contains 4133 members 
Mstep: Class 32 contains 20313 members 
Mstep: Class 33 contains 3407 members 
Mstep: Class 34 contains 14131 members 
Mstep: Class 35 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242184.000000 Penalty: 73392.835938
Iteration 141Q: 36 clusters Score -4.824218e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59828 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3241 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 5437 members 
Mstep: Class 8 contains 19659 members 
Mstep: Class 9 contains 74054 members 
Mstep: Class 10 contains 17743 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31479 members 
Mstep: Class 13 contains 14437 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 13934 members 
Mstep: Class 16 contains 5638 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9075 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6422 members 
Mstep: Class 24 contains 17379 members 
Mstep: Class 25 contains 6495 members 
Mstep: Class 26 contains 1268 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19327 members 
Mstep: Class 31 contains 4134 members 
Mstep: Class 32 contains 20297 members 
Mstep: Class 33 contains 3407 members 
Mstep: Class 34 contains 14131 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242184.000000 Penalty: 73392.835938
Iteration 142Q: 36 clusters Score -4.824218e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59845 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3241 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 5439 members 
Mstep: Class 8 contains 19672 members 
Mstep: Class 9 contains 74042 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31498 members 
Mstep: Class 13 contains 14445 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 13938 members 
Mstep: Class 16 contains 5631 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9074 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2335 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 17370 members 
Mstep: Class 25 contains 6494 members 
Mstep: Class 26 contains 1269 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19307 members 
Mstep: Class 31 contains 4134 members 
Mstep: Class 32 contains 20283 members 
Mstep: Class 33 contains 3407 members 
Mstep: Class 34 contains 14132 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242160.000000 Penalty: 73392.835938
Iteration 143Q: 36 clusters Score -4.824216e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59858 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3240 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 5442 members 
Mstep: Class 8 contains 19679 members 
Mstep: Class 9 contains 74029 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31520 members 
Mstep: Class 13 contains 14450 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 13939 members 
Mstep: Class 16 contains 5627 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2335 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 17364 members 
Mstep: Class 25 contains 6494 members 
Mstep: Class 26 contains 1270 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19285 members 
Mstep: Class 31 contains 4134 members 
Mstep: Class 32 contains 20276 members 
Mstep: Class 33 contains 3407 members 
Mstep: Class 34 contains 14134 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242172.000000 Penalty: 73392.835938
Iteration 144Q: 36 clusters Score -4.824217e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59865 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3238 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 5447 members 
Mstep: Class 8 contains 19682 members 
Mstep: Class 9 contains 74020 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31547 members 
Mstep: Class 13 contains 14466 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 13941 members 
Mstep: Class 16 contains 5622 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2335 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 17354 members 
Mstep: Class 25 contains 6494 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19266 members 
Mstep: Class 31 contains 4134 members 
Mstep: Class 32 contains 20259 members 
Mstep: Class 33 contains 3407 members 
Mstep: Class 34 contains 14134 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242220.000000 Penalty: 73392.835938
Iteration 145Q: 36 clusters Score -4.824222e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59869 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3236 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 5454 members 
Mstep: Class 8 contains 19684 members 
Mstep: Class 9 contains 74016 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31568 members 
Mstep: Class 13 contains 14484 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 13945 members 
Mstep: Class 16 contains 5623 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2335 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 17346 members 
Mstep: Class 25 contains 6494 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19243 members 
Mstep: Class 31 contains 4134 members 
Mstep: Class 32 contains 20240 members 
Mstep: Class 33 contains 3407 members 
Mstep: Class 34 contains 14134 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242272.000000 Penalty: 73392.835938
Iteration 146Q: 36 clusters Score -4.824227e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59875 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3234 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 5459 members 
Mstep: Class 8 contains 19685 members 
Mstep: Class 9 contains 74012 members 
Mstep: Class 10 contains 17741 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31592 members 
Mstep: Class 13 contains 14504 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 13945 members 
Mstep: Class 16 contains 5617 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 17335 members 
Mstep: Class 25 contains 6494 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19228 members 
Mstep: Class 31 contains 4134 members 
Mstep: Class 32 contains 20225 members 
Mstep: Class 33 contains 3407 members 
Mstep: Class 34 contains 14134 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242224.000000 Penalty: 73392.835938
Iteration 147Q: 36 clusters Score -4.824222e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59874 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3233 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 5462 members 
Mstep: Class 8 contains 19687 members 
Mstep: Class 9 contains 74007 members 
Mstep: Class 10 contains 17743 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31616 members 
Mstep: Class 13 contains 14522 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 13947 members 
Mstep: Class 16 contains 5612 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 17321 members 
Mstep: Class 25 contains 6493 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19217 members 
Mstep: Class 31 contains 4134 members 
Mstep: Class 32 contains 20214 members 
Mstep: Class 33 contains 3407 members 
Mstep: Class 34 contains 14133 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242236.000000 Penalty: 73392.835938
Iteration 148Q: 36 clusters Score -4.824224e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59875 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5468 members 
Mstep: Class 8 contains 19686 members 
Mstep: Class 9 contains 74007 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31631 members 
Mstep: Class 13 contains 14543 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 13956 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 17307 members 
Mstep: Class 25 contains 6490 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19206 members 
Mstep: Class 31 contains 4135 members 
Mstep: Class 32 contains 20195 members 
Mstep: Class 33 contains 3407 members 
Mstep: Class 34 contains 14133 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242216.000000 Penalty: 73392.835938
Iteration 149Q: 36 clusters Score -4.824222e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59876 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5472 members 
Mstep: Class 8 contains 19685 members 
Mstep: Class 9 contains 74004 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31641 members 
Mstep: Class 13 contains 14568 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 13965 members 
Mstep: Class 16 contains 5609 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6420 members 
Mstep: Class 24 contains 17298 members 
Mstep: Class 25 contains 6489 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19197 members 
Mstep: Class 31 contains 4135 members 
Mstep: Class 32 contains 20170 members 
Mstep: Class 33 contains 3407 members 
Mstep: Class 34 contains 14133 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242248.000000 Penalty: 73392.835938
Iteration 150Q: 36 clusters Score -4.824225e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59879 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5479 members 
Mstep: Class 8 contains 19686 members 
Mstep: Class 9 contains 74000 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31653 members 
Mstep: Class 13 contains 14584 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 5607 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6420 members 
Mstep: Class 24 contains 17284 members 
Mstep: Class 25 contains 6489 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 19192 members 
Mstep: Class 31 contains 4135 members 
Mstep: Class 32 contains 20153 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14135 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242272.000000 Penalty: 73392.835938
Iteration 151Q: 36 clusters Score -4.824227e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59892 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5481 members 
Mstep: Class 8 contains 19687 members 
Mstep: Class 9 contains 73999 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31670 members 
Mstep: Class 13 contains 14596 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13971 members 
Mstep: Class 16 contains 5602 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 17270 members 
Mstep: Class 25 contains 6488 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2817 members 
Mstep: Class 30 contains 19184 members 
Mstep: Class 31 contains 4135 members 
Mstep: Class 32 contains 20131 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14135 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242236.000000 Penalty: 73392.835938
Iteration 152Q: 36 clusters Score -4.824224e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59893 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5488 members 
Mstep: Class 8 contains 19686 members 
Mstep: Class 9 contains 73997 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31682 members 
Mstep: Class 13 contains 14614 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13972 members 
Mstep: Class 16 contains 5600 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6421 members 
Mstep: Class 24 contains 17254 members 
Mstep: Class 25 contains 6487 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 19181 members 
Mstep: Class 31 contains 4135 members 
Mstep: Class 32 contains 20117 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14136 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242200.000000 Penalty: 73392.835938
Iteration 153Q: 36 clusters Score -4.82422e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59889 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3232 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 19687 members 
Mstep: Class 9 contains 73992 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31709 members 
Mstep: Class 13 contains 14630 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13974 members 
Mstep: Class 16 contains 5595 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6422 members 
Mstep: Class 24 contains 17234 members 
Mstep: Class 25 contains 6486 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19176 members 
Mstep: Class 31 contains 4136 members 
Mstep: Class 32 contains 20109 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14136 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242184.000000 Penalty: 73392.835938
Iteration 154Q: 36 clusters Score -4.824218e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59883 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5498 members 
Mstep: Class 8 contains 19689 members 
Mstep: Class 9 contains 73982 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31734 members 
Mstep: Class 13 contains 14647 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13977 members 
Mstep: Class 16 contains 5592 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 17215 members 
Mstep: Class 25 contains 6483 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19166 members 
Mstep: Class 31 contains 4138 members 
Mstep: Class 32 contains 20101 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14136 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242136.000000 Penalty: 73392.835938
Iteration 155Q: 36 clusters Score -4.824214e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59876 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3230 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5505 members 
Mstep: Class 8 contains 19689 members 
Mstep: Class 9 contains 73978 members 
Mstep: Class 10 contains 17741 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31753 members 
Mstep: Class 13 contains 14667 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13981 members 
Mstep: Class 16 contains 5591 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6425 members 
Mstep: Class 24 contains 17198 members 
Mstep: Class 25 contains 6479 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19159 members 
Mstep: Class 31 contains 4140 members 
Mstep: Class 32 contains 20088 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14138 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242144.000000 Penalty: 73392.835938
Iteration 156Q: 36 clusters Score -4.824214e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59877 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3230 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5508 members 
Mstep: Class 8 contains 19693 members 
Mstep: Class 9 contains 73973 members 
Mstep: Class 10 contains 17741 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31785 members 
Mstep: Class 13 contains 14681 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13980 members 
Mstep: Class 16 contains 5581 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6425 members 
Mstep: Class 24 contains 17182 members 
Mstep: Class 25 contains 6477 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 19147 members 
Mstep: Class 31 contains 4141 members 
Mstep: Class 32 contains 20079 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14138 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242144.000000 Penalty: 73392.835938
Iteration 157Q: 36 clusters Score -4.824214e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59884 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3230 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5515 members 
Mstep: Class 8 contains 19695 members 
Mstep: Class 9 contains 73972 members 
Mstep: Class 10 contains 17741 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31805 members 
Mstep: Class 13 contains 14685 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13981 members 
Mstep: Class 16 contains 5575 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6425 members 
Mstep: Class 24 contains 17169 members 
Mstep: Class 25 contains 6473 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 19130 members 
Mstep: Class 31 contains 4143 members 
Mstep: Class 32 contains 20075 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14139 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242164.000000 Penalty: 73392.835938
Iteration 158Q: 36 clusters Score -4.824216e+07 nChanged 89
Entering ConstructFrom: 
Score: -48242164.000000 Penalty: 73392.835938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -134686.578125 Penalty: 1148.854614
	Iteration 0F: 2 clusters Score -134686.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -133138.359375 Penalty: 2297.709229
	Iteration 0F: 3 clusters Score -133138.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -133431.625000 Penalty: 2297.709229
	Iteration 1F: 3 clusters Score -133431.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -133547.687500 Penalty: 2297.709229
	Iteration 2F: 3 clusters Score -133547.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -133653.296875 Penalty: 2297.709229
	Iteration 3F: 3 clusters Score -133653.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -133718.281250 Penalty: 2297.709229
	Iteration 4F: 3 clusters Score -133718.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -133767.234375 Penalty: 2297.709229
	Iteration 5Q: 3 clusters Score -133767.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -133803.156250 Penalty: 2297.709229
	Iteration 6Q: 3 clusters Score -133803.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -133835.109375 Penalty: 2297.709229
	Iteration 7Q: 3 clusters Score -133835.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -133859.015625 Penalty: 2297.709229
	Iteration 8Q: 3 clusters Score -133859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -133868.953125 Penalty: 2297.709229
	Iteration 9Q: 3 clusters Score -133869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -133874.734375 Penalty: 2297.709229
	Iteration 10Q: 3 clusters Score -133874.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -133883.437500 Penalty: 2297.709229
	Iteration 11Q: 3 clusters Score -133883.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -133903.921875 Penalty: 2297.709229
	Iteration 12Q: 3 clusters Score -133903.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -133926.187500 Penalty: 2297.709229
	Iteration 13Q: 3 clusters Score -133926.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -133937.890625 Penalty: 2297.709229
	Iteration 14Q: 3 clusters Score -133937.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -133951.593750 Penalty: 2297.709229
	Iteration 15Q: 3 clusters Score -133951.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -133959.671875 Penalty: 2297.709229
	Iteration 16Q: 3 clusters Score -133959.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -133968.593750 Penalty: 2297.709229
	Iteration 17Q: 3 clusters Score -133968.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -133982.343750 Penalty: 2297.709229
	Iteration 18Q: 3 clusters Score -133982.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -133990.203125 Penalty: 2297.709229
	Iteration 19Q: 3 clusters Score -133990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -133993.375000 Penalty: 2297.709229
	Iteration 20F: 3 clusters Score -133993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -133994.390625 Penalty: 2297.709229
	Iteration 21Q: 3 clusters Score -133994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -133995.343750 Penalty: 2297.709229
	Iteration 22Q: 3 clusters Score -133995.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -133996.390625 Penalty: 2297.709229
	Iteration 23Q: 3 clusters Score -133996.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -133999.375000 Penalty: 2297.709229
	Iteration 24Q: 3 clusters Score -133999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -134000.406250 Penalty: 2297.709229
	Iteration 25Q: 3 clusters Score -134000.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -134000.906250 Penalty: 2297.709229
	Iteration 26Q: 3 clusters Score -134000.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -134002.187500 Penalty: 2297.709229
	Iteration 27Q: 3 clusters Score -134002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -134002.796875 Penalty: 2297.709229
	Iteration 28Q: 3 clusters Score -134002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -134002.796875 Penalty: 2297.709229
	Iteration 29F: 3 clusters Score -134002.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -152322.187500 Penalty: 1165.269409
	Iteration 0F: 2 clusters Score -152322.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -150660.828125 Penalty: 2330.538818
	Iteration 0F: 3 clusters Score -150660.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -150977.031250 Penalty: 2330.538818
	Iteration 1F: 3 clusters Score -150977 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -151082.968750 Penalty: 2330.538818
	Iteration 2F: 3 clusters Score -151083 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -151157.250000 Penalty: 2330.538818
	Iteration 3F: 3 clusters Score -151157.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -151228.734375 Penalty: 2330.538818
	Iteration 4Q: 3 clusters Score -151228.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -151278.218750 Penalty: 2330.538818
	Iteration 5Q: 3 clusters Score -151278.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -151329.359375 Penalty: 2330.538818
	Iteration 6Q: 3 clusters Score -151329.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -151376.828125 Penalty: 2330.538818
	Iteration 7Q: 3 clusters Score -151376.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -151427.656250 Penalty: 2330.538818
	Iteration 8Q: 3 clusters Score -151427.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -151468.687500 Penalty: 2330.538818
	Iteration 9Q: 3 clusters Score -151468.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -151493.734375 Penalty: 2330.538818
	Iteration 10Q: 3 clusters Score -151493.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -151517.093750 Penalty: 2330.538818
	Iteration 11Q: 3 clusters Score -151517.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -151533.218750 Penalty: 2330.538818
	Iteration 12Q: 3 clusters Score -151533.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -151553.453125 Penalty: 2330.538818
	Iteration 13Q: 3 clusters Score -151553.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -151570.718750 Penalty: 2330.538818
	Iteration 14Q: 3 clusters Score -151570.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -151581.593750 Penalty: 2330.538818
	Iteration 15Q: 3 clusters Score -151581.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -151587.109375 Penalty: 2330.538818
	Iteration 16Q: 3 clusters Score -151587.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -151590.046875 Penalty: 2330.538818
	Iteration 17Q: 3 clusters Score -151590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -151590.484375 Penalty: 2330.538818
	Iteration 18Q: 3 clusters Score -151590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -151590.937500 Penalty: 2330.538818
	Iteration 19Q: 3 clusters Score -151590.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -151592.046875 Penalty: 2330.538818
	Iteration 20F: 3 clusters Score -151592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -151597.609375 Penalty: 2330.538818
	Iteration 21Q: 3 clusters Score -151597.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -151599.000000 Penalty: 2330.538818
	Iteration 22Q: 3 clusters Score -151599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -151599.000000 Penalty: 2330.538818
	Iteration 23F: 3 clusters Score -151599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Entering Unmasked Estep 
Score: -7390119.500000 Penalty: 1787.537598
	Iteration 0F: 2 clusters Score -7390120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -7350791.000000 Penalty: 3575.075195
	Iteration 0F: 3 clusters Score -7350791 nChanged 28209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -7366592.500000 Penalty: 3575.075195
	Iteration 1F: 3 clusters Score -7366592 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -7367076.500000 Penalty: 3575.075195
	Iteration 2Q: 3 clusters Score -7367076 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 27987 members 
Entering Unmasked Estep 
Score: -7367574.500000 Penalty: 3575.075195
	Iteration 3Q: 3 clusters Score -7367574 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33099 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -7368255.000000 Penalty: 3575.075195
	Iteration 4Q: 3 clusters Score -7368255 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -7369224.500000 Penalty: 3575.075195
	Iteration 5Q: 3 clusters Score -7369224 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -7370896.000000 Penalty: 3575.075195
	Iteration 6F: 3 clusters Score -7370896 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -7373617.500000 Penalty: 3575.075195
	Iteration 7F: 3 clusters Score -7373618 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -7377122.500000 Penalty: 3575.075195
	Iteration 8F: 3 clusters Score -7377122 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -7380509.000000 Penalty: 3575.075195
	Iteration 9F: 3 clusters Score -7380509 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -7383494.000000 Penalty: 3575.075195
	Iteration 10F: 3 clusters Score -7383494 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55779 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -7385759.000000 Penalty: 3575.075195
	Iteration 11Q: 3 clusters Score -7385759 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57483 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7387187.500000 Penalty: 3575.075195
	Iteration 12Q: 3 clusters Score -7387188 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7387985.500000 Penalty: 3575.075195
	Iteration 13Q: 3 clusters Score -7387986 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -7388394.000000 Penalty: 3575.075195
	Iteration 14Q: 3 clusters Score -7388394 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7388595.500000 Penalty: 3575.075195
	Iteration 15Q: 3 clusters Score -7388596 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59232 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7388777.000000 Penalty: 3575.075195
	Iteration 16Q: 3 clusters Score -7388777 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59304 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7388927.500000 Penalty: 3575.075195
	Iteration 17Q: 3 clusters Score -7388928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59332 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7389082.500000 Penalty: 3575.075195
	Iteration 18Q: 3 clusters Score -7389082 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59346 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7389213.500000 Penalty: 3575.075195
	Iteration 19Q: 3 clusters Score -7389214 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59352 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7389295.500000 Penalty: 3575.075195
	Iteration 20F: 3 clusters Score -7389296 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7389343.000000 Penalty: 3575.075195
	Iteration 21Q: 3 clusters Score -7389343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7389367.500000 Penalty: 3575.075195
	Iteration 22Q: 3 clusters Score -7389368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59359 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -7389381.000000 Penalty: 3575.075195
	Iteration 23Q: 3 clusters Score -7389381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59358 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -7389389.000000 Penalty: 3575.075195
	Iteration 24Q: 3 clusters Score -7389389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7389395.000000 Penalty: 3575.075195
	Iteration 25Q: 3 clusters Score -7389395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7389394.500000 Penalty: 3575.075195
	Iteration 26Q: 3 clusters Score -7389394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7389396.500000 Penalty: 3575.075195
	Iteration 27Q: 3 clusters Score -7389396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59356 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -7389396.500000 Penalty: 3575.075195
	Iteration 28F: 3 clusters Score -7389396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Entering Unmasked Estep 
Score: -271768.718750 Penalty: 1253.417358
	Iteration 0F: 2 clusters Score -271768.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -269532.062500 Penalty: 2506.834717
	Iteration 0F: 3 clusters Score -269532.1 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -270101.312500 Penalty: 2506.834717
	Iteration 1F: 3 clusters Score -270101.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -270398.468750 Penalty: 2506.834717
	Iteration 2F: 3 clusters Score -270398.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -270662.375000 Penalty: 2506.834717
	Iteration 3F: 3 clusters Score -270662.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -270784.500000 Penalty: 2506.834717
	Iteration 4F: 3 clusters Score -270784.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -270874.593750 Penalty: 2506.834717
	Iteration 5F: 3 clusters Score -270874.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -270993.656250 Penalty: 2506.834717
	Iteration 6F: 3 clusters Score -270993.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -271094.750000 Penalty: 2506.834717
	Iteration 7Q: 3 clusters Score -271094.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -271191.093750 Penalty: 2506.834717
	Iteration 8Q: 3 clusters Score -271191.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -271255.656250 Penalty: 2506.834717
	Iteration 9Q: 3 clusters Score -271255.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -271313.031250 Penalty: 2506.834717
	Iteration 10Q: 3 clusters Score -271313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -271351.843750 Penalty: 2506.834717
	Iteration 11Q: 3 clusters Score -271351.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -271371.437500 Penalty: 2506.834717
	Iteration 12Q: 3 clusters Score -271371.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -271393.687500 Penalty: 2506.834717
	Iteration 13Q: 3 clusters Score -271393.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -271407.375000 Penalty: 2506.834717
	Iteration 14Q: 3 clusters Score -271407.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -271418.625000 Penalty: 2506.834717
	Iteration 15Q: 3 clusters Score -271418.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -271436.031250 Penalty: 2506.834717
	Iteration 16Q: 3 clusters Score -271436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -271445.937500 Penalty: 2506.834717
	Iteration 17Q: 3 clusters Score -271445.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -271452.406250 Penalty: 2506.834717
	Iteration 18Q: 3 clusters Score -271452.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -271455.875000 Penalty: 2506.834717
	Iteration 19Q: 3 clusters Score -271455.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -271458.125000 Penalty: 2506.834717
	Iteration 20F: 3 clusters Score -271458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -271463.000000 Penalty: 2506.834717
	Iteration 21Q: 3 clusters Score -271463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -271465.687500 Penalty: 2506.834717
	Iteration 22Q: 3 clusters Score -271465.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -271465.687500 Penalty: 2506.834717
	Iteration 23F: 3 clusters Score -271465.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Entering Unmasked Estep 
Score: -367613.000000 Penalty: 1313.088989
	Iteration 0F: 2 clusters Score -367613 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 1577 members 
Entering Unmasked Estep 
Score: -364750.812500 Penalty: 2626.177979
	Iteration 0F: 3 clusters Score -364750.8 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -365567.562500 Penalty: 2626.177979
	Iteration 1F: 3 clusters Score -365567.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -365756.312500 Penalty: 2626.177979
	Iteration 2F: 3 clusters Score -365756.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -365919.062500 Penalty: 2626.177979
	Iteration 3F: 3 clusters Score -365919.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -366026.250000 Penalty: 2626.177979
	Iteration 4Q: 3 clusters Score -366026.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -366156.343750 Penalty: 2626.177979
	Iteration 5Q: 3 clusters Score -366156.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -366325.656250 Penalty: 2626.177979
	Iteration 6Q: 3 clusters Score -366325.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -366505.593750 Penalty: 2626.177979
	Iteration 7Q: 3 clusters Score -366505.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -366638.156250 Penalty: 2626.177979
	Iteration 8Q: 3 clusters Score -366638.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -366741.187500 Penalty: 2626.177979
	Iteration 9Q: 3 clusters Score -366741.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -366816.125000 Penalty: 2626.177979
	Iteration 10Q: 3 clusters Score -366816.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -366846.968750 Penalty: 2626.177979
	Iteration 11Q: 3 clusters Score -366847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -366868.843750 Penalty: 2626.177979
	Iteration 12Q: 3 clusters Score -366868.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -366879.906250 Penalty: 2626.177979
	Iteration 13Q: 3 clusters Score -366879.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -366886.781250 Penalty: 2626.177979
	Iteration 14Q: 3 clusters Score -366886.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -366893.468750 Penalty: 2626.177979
	Iteration 15Q: 3 clusters Score -366893.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -366898.500000 Penalty: 2626.177979
	Iteration 16Q: 3 clusters Score -366898.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -366902.687500 Penalty: 2626.177979
	Iteration 17Q: 3 clusters Score -366902.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -366907.500000 Penalty: 2626.177979
	Iteration 18Q: 3 clusters Score -366907.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -366913.531250 Penalty: 2626.177979
	Iteration 19Q: 3 clusters Score -366913.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -366918.812500 Penalty: 2626.177979
	Iteration 20F: 3 clusters Score -366918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -366922.156250 Penalty: 2626.177979
	Iteration 21Q: 3 clusters Score -366922.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -366927.156250 Penalty: 2626.177979
	Iteration 22Q: 3 clusters Score -366927.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -366930.906250 Penalty: 2626.177979
	Iteration 23Q: 3 clusters Score -366930.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -366932.875000 Penalty: 2626.177979
	Iteration 24Q: 3 clusters Score -366932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -366933.156250 Penalty: 2626.177979
	Iteration 25Q: 3 clusters Score -366933.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -366935.593750 Penalty: 2626.177979
	Iteration 26Q: 3 clusters Score -366935.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -366936.343750 Penalty: 2626.177979
	Iteration 27Q: 3 clusters Score -366936.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -366937.781250 Penalty: 2626.177979
	Iteration 28Q: 3 clusters Score -366937.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -366939.875000 Penalty: 2626.177979
	Iteration 29Q: 3 clusters Score -366939.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -366944.906250 Penalty: 2626.177979
	Iteration 30Q: 3 clusters Score -366944.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -366954.156250 Penalty: 2626.177979
	Iteration 31Q: 3 clusters Score -366954.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -366971.437500 Penalty: 2626.177979
	Iteration 32Q: 3 clusters Score -366971.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -366993.875000 Penalty: 2626.177979
	Iteration 33Q: 3 clusters Score -366993.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -367010.593750 Penalty: 2626.177979
	Iteration 34Q: 3 clusters Score -367010.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -367022.031250 Penalty: 2626.177979
	Iteration 35Q: 3 clusters Score -367022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -367030.437500 Penalty: 2626.177979
	Iteration 36Q: 3 clusters Score -367030.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -367035.656250 Penalty: 2626.177979
	Iteration 37Q: 3 clusters Score -367035.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -367041.062500 Penalty: 2626.177979
	Iteration 38Q: 3 clusters Score -367041.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -367045.562500 Penalty: 2626.177979
	Iteration 39Q: 3 clusters Score -367045.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -367051.937500 Penalty: 2626.177979
	Iteration 40F: 3 clusters Score -367051.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -367055.625000 Penalty: 2626.177979
	Iteration 41Q: 3 clusters Score -367055.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -367057.468750 Penalty: 2626.177979
	Iteration 42Q: 3 clusters Score -367057.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -367058.625000 Penalty: 2626.177979
	Iteration 43Q: 3 clusters Score -367058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -367058.437500 Penalty: 2626.177979
	Iteration 44Q: 3 clusters Score -367058.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -367060.281250 Penalty: 2626.177979
	Iteration 45Q: 3 clusters Score -367060.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -367061.593750 Penalty: 2626.177979
	Iteration 46Q: 3 clusters Score -367061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -367062.187500 Penalty: 2626.177979
	Iteration 47Q: 3 clusters Score -367062.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -367063.718750 Penalty: 2626.177979
	Iteration 48Q: 3 clusters Score -367063.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -367063.718750 Penalty: 2626.177979
	Iteration 49F: 3 clusters Score -367063.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Entering Unmasked Estep 
Score: -1269758.125000 Penalty: 1499.930054
	Iteration 0F: 2 clusters Score -1269758 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 5124 members 
Entering Unmasked Estep 
Score: -1262533.000000 Penalty: 2999.860107
	Iteration 0F: 3 clusters Score -1262533 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1264895.750000 Penalty: 2999.860107
	Iteration 1F: 3 clusters Score -1264896 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1265133.250000 Penalty: 2999.860107
	Iteration 2F: 3 clusters Score -1265133 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1265335.625000 Penalty: 2999.860107
	Iteration 3Q: 3 clusters Score -1265336 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1265560.000000 Penalty: 2999.860107
	Iteration 4Q: 3 clusters Score -1265560 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1265821.375000 Penalty: 2999.860107
	Iteration 5Q: 3 clusters Score -1265821 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1266113.000000 Penalty: 2999.860107
	Iteration 6F: 3 clusters Score -1266113 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1266428.500000 Penalty: 2999.860107
	Iteration 7F: 3 clusters Score -1266428 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1266812.250000 Penalty: 2999.860107
	Iteration 8F: 3 clusters Score -1266812 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1267146.125000 Penalty: 2999.860107
	Iteration 9F: 3 clusters Score -1267146 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1267424.875000 Penalty: 2999.860107
	Iteration 10Q: 3 clusters Score -1267425 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1267663.625000 Penalty: 2999.860107
	Iteration 11Q: 3 clusters Score -1267664 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1267860.375000 Penalty: 2999.860107
	Iteration 12Q: 3 clusters Score -1267860 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1268025.750000 Penalty: 2999.860107
	Iteration 13Q: 3 clusters Score -1268026 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1268140.000000 Penalty: 2999.860107
	Iteration 14Q: 3 clusters Score -1268140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1268219.625000 Penalty: 2999.860107
	Iteration 15Q: 3 clusters Score -1268220 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1268298.000000 Penalty: 2999.860107
	Iteration 16Q: 3 clusters Score -1268298 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1268353.000000 Penalty: 2999.860107
	Iteration 17Q: 3 clusters Score -1268353 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1268395.500000 Penalty: 2999.860107
	Iteration 18Q: 3 clusters Score -1268396 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1268426.375000 Penalty: 2999.860107
	Iteration 19Q: 3 clusters Score -1268426 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1268441.125000 Penalty: 2999.860107
	Iteration 20F: 3 clusters Score -1268441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1268453.125000 Penalty: 2999.860107
	Iteration 21Q: 3 clusters Score -1268453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1268465.250000 Penalty: 2999.860107
	Iteration 22Q: 3 clusters Score -1268465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1268475.375000 Penalty: 2999.860107
	Iteration 23Q: 3 clusters Score -1268475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1268487.875000 Penalty: 2999.860107
	Iteration 24Q: 3 clusters Score -1268488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1268495.875000 Penalty: 2999.860107
	Iteration 25Q: 3 clusters Score -1268496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1268500.625000 Penalty: 2999.860107
	Iteration 26Q: 3 clusters Score -1268501 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1268506.875000 Penalty: 2999.860107
	Iteration 27Q: 3 clusters Score -1268507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1268516.750000 Penalty: 2999.860107
	Iteration 28Q: 3 clusters Score -1268517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1268520.125000 Penalty: 2999.860107
	Iteration 29Q: 3 clusters Score -1268520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1268525.875000 Penalty: 2999.860107
	Iteration 30Q: 3 clusters Score -1268526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1268533.125000 Penalty: 2999.860107
	Iteration 31Q: 3 clusters Score -1268533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1268542.125000 Penalty: 2999.860107
	Iteration 32Q: 3 clusters Score -1268542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1268552.250000 Penalty: 2999.860107
	Iteration 33Q: 3 clusters Score -1268552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1268560.625000 Penalty: 2999.860107
	Iteration 34Q: 3 clusters Score -1268561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1268565.375000 Penalty: 2999.860107
	Iteration 35Q: 3 clusters Score -1268565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1268569.625000 Penalty: 2999.860107
	Iteration 36Q: 3 clusters Score -1268570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1268571.375000 Penalty: 2999.860107
	Iteration 37Q: 3 clusters Score -1268571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1268572.250000 Penalty: 2999.860107
	Iteration 38Q: 3 clusters Score -1268572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1268571.500000 Penalty: 2999.860107
	Iteration 39Q: 3 clusters Score -1268572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1268570.500000 Penalty: 2999.860107
	Iteration 40F: 3 clusters Score -1268570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Entering Unmasked Estep 
Score: -690417.312500 Penalty: 1400.209961
	Iteration 0F: 2 clusters Score -690417.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -686080.375000 Penalty: 2800.419922
	Iteration 0F: 3 clusters Score -686080.4 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -687279.312500 Penalty: 2800.419922
	Iteration 1F: 3 clusters Score -687279.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -687453.812500 Penalty: 2800.419922
	Iteration 2F: 3 clusters Score -687453.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -687585.937500 Penalty: 2800.419922
	Iteration 3F: 3 clusters Score -687585.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -687692.250000 Penalty: 2800.419922
	Iteration 4Q: 3 clusters Score -687692.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -687801.375000 Penalty: 2800.419922
	Iteration 5Q: 3 clusters Score -687801.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -687916.187500 Penalty: 2800.419922
	Iteration 6Q: 3 clusters Score -687916.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -688054.125000 Penalty: 2800.419922
	Iteration 7Q: 3 clusters Score -688054.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -688233.312500 Penalty: 2800.419922
	Iteration 8Q: 3 clusters Score -688233.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -688415.687500 Penalty: 2800.419922
	Iteration 9Q: 3 clusters Score -688415.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -688570.937500 Penalty: 2800.419922
	Iteration 10Q: 3 clusters Score -688570.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -688730.312500 Penalty: 2800.419922
	Iteration 11Q: 3 clusters Score -688730.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -688853.125000 Penalty: 2800.419922
	Iteration 12Q: 3 clusters Score -688853.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -688944.937500 Penalty: 2800.419922
	Iteration 13Q: 3 clusters Score -688944.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -689013.562500 Penalty: 2800.419922
	Iteration 14Q: 3 clusters Score -689013.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -689070.500000 Penalty: 2800.419922
	Iteration 15Q: 3 clusters Score -689070.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -689118.437500 Penalty: 2800.419922
	Iteration 16Q: 3 clusters Score -689118.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -689145.625000 Penalty: 2800.419922
	Iteration 17Q: 3 clusters Score -689145.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -689168.562500 Penalty: 2800.419922
	Iteration 18Q: 3 clusters Score -689168.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -689183.000000 Penalty: 2800.419922
	Iteration 19Q: 3 clusters Score -689183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -689190.000000 Penalty: 2800.419922
	Iteration 20F: 3 clusters Score -689190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -689193.625000 Penalty: 2800.419922
	Iteration 21Q: 3 clusters Score -689193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -689197.125000 Penalty: 2800.419922
	Iteration 22Q: 3 clusters Score -689197.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -689198.875000 Penalty: 2800.419922
	Iteration 23Q: 3 clusters Score -689198.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -689198.875000 Penalty: 2800.419922
	Iteration 24F: 3 clusters Score -689198.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Entering Unmasked Estep 
Score: -2429531.750000 Penalty: 1606.836060
	Iteration 0F: 2 clusters Score -2429532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2416100.500000 Penalty: 3213.672119
	Iteration 0F: 3 clusters Score -2416100 nChanged 8840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2420695.000000 Penalty: 3213.672119
	Iteration 1F: 3 clusters Score -2420695 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2421028.750000 Penalty: 3213.672119
	Iteration 2Q: 3 clusters Score -2421029 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2421355.750000 Penalty: 3213.672119
	Iteration 3Q: 3 clusters Score -2421356 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2421710.750000 Penalty: 3213.672119
	Iteration 4Q: 3 clusters Score -2421711 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2422186.750000 Penalty: 3213.672119
	Iteration 5Q: 3 clusters Score -2422187 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -2422775.750000 Penalty: 3213.672119
	Iteration 6F: 3 clusters Score -2422776 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2423437.750000 Penalty: 3213.672119
	Iteration 7F: 3 clusters Score -2423438 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2424067.750000 Penalty: 3213.672119
	Iteration 8F: 3 clusters Score -2424068 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2424576.000000 Penalty: 3213.672119
	Iteration 9Q: 3 clusters Score -2424576 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2424966.750000 Penalty: 3213.672119
	Iteration 10Q: 3 clusters Score -2424967 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2425294.000000 Penalty: 3213.672119
	Iteration 11Q: 3 clusters Score -2425294 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2425611.500000 Penalty: 3213.672119
	Iteration 12Q: 3 clusters Score -2425612 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2425994.500000 Penalty: 3213.672119
	Iteration 13Q: 3 clusters Score -2425994 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -2426413.750000 Penalty: 3213.672119
	Iteration 14Q: 3 clusters Score -2426414 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2426804.250000 Penalty: 3213.672119
	Iteration 15Q: 3 clusters Score -2426804 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2427193.500000 Penalty: 3213.672119
	Iteration 16Q: 3 clusters Score -2427194 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2427517.750000 Penalty: 3213.672119
	Iteration 17Q: 3 clusters Score -2427518 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2427762.750000 Penalty: 3213.672119
	Iteration 18Q: 3 clusters Score -2427763 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -2427964.000000 Penalty: 3213.672119
	Iteration 19Q: 3 clusters Score -2427964 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2428118.750000 Penalty: 3213.672119
	Iteration 20F: 3 clusters Score -2428119 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -2428238.500000 Penalty: 3213.672119
	Iteration 21Q: 3 clusters Score -2428238 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -2428319.250000 Penalty: 3213.672119
	Iteration 22Q: 3 clusters Score -2428319 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2428404.500000 Penalty: 3213.672119
	Iteration 23Q: 3 clusters Score -2428404 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2428490.750000 Penalty: 3213.672119
	Iteration 24Q: 3 clusters Score -2428491 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2428581.750000 Penalty: 3213.672119
	Iteration 25Q: 3 clusters Score -2428582 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2428673.750000 Penalty: 3213.672119
	Iteration 26Q: 3 clusters Score -2428674 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2428738.750000 Penalty: 3213.672119
	Iteration 27Q: 3 clusters Score -2428739 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2428791.500000 Penalty: 3213.672119
	Iteration 28Q: 3 clusters Score -2428792 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2428835.250000 Penalty: 3213.672119
	Iteration 29Q: 3 clusters Score -2428835 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2428881.250000 Penalty: 3213.672119
	Iteration 30Q: 3 clusters Score -2428881 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2428900.750000 Penalty: 3213.672119
	Iteration 31Q: 3 clusters Score -2428901 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -2428917.500000 Penalty: 3213.672119
	Iteration 32Q: 3 clusters Score -2428918 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2428938.750000 Penalty: 3213.672119
	Iteration 33Q: 3 clusters Score -2428939 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2428951.750000 Penalty: 3213.672119
	Iteration 34Q: 3 clusters Score -2428952 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -2428970.750000 Penalty: 3213.672119
	Iteration 35Q: 3 clusters Score -2428971 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -2428980.500000 Penalty: 3213.672119
	Iteration 36Q: 3 clusters Score -2428980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2428987.000000 Penalty: 3213.672119
	Iteration 37Q: 3 clusters Score -2428987 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -2428998.250000 Penalty: 3213.672119
	Iteration 38Q: 3 clusters Score -2428998 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2429000.250000 Penalty: 3213.672119
	Iteration 39Q: 3 clusters Score -2429000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -2429004.750000 Penalty: 3213.672119
	Iteration 40F: 3 clusters Score -2429005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2429011.500000 Penalty: 3213.672119
	Iteration 41Q: 3 clusters Score -2429012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -2429016.500000 Penalty: 3213.672119
	Iteration 42Q: 3 clusters Score -2429016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2429020.000000 Penalty: 3213.672119
	Iteration 43Q: 3 clusters Score -2429020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -2429019.000000 Penalty: 3213.672119
	Iteration 44Q: 3 clusters Score -2429019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2429020.750000 Penalty: 3213.672119
	Iteration 45Q: 3 clusters Score -2429021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2429027.250000 Penalty: 3213.672119
	Iteration 46Q: 3 clusters Score -2429027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2429021.000000 Penalty: 3213.672119
	Iteration 47Q: 3 clusters Score -2429021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -2429027.500000 Penalty: 3213.672119
	Iteration 48Q: 3 clusters Score -2429028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2429029.250000 Penalty: 3213.672119
	Iteration 49Q: 3 clusters Score -2429029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2429032.000000 Penalty: 3213.672119
	Iteration 50Q: 3 clusters Score -2429032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2429033.250000 Penalty: 3213.672119
	Iteration 51Q: 3 clusters Score -2429033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -2429031.750000 Penalty: 3213.672119
	Iteration 52Q: 3 clusters Score -2429032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2429034.500000 Penalty: 3213.672119
	Iteration 53Q: 3 clusters Score -2429034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2429039.500000 Penalty: 3213.672119
	Iteration 54Q: 3 clusters Score -2429040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2429038.000000 Penalty: 3213.672119
	Iteration 55Q: 3 clusters Score -2429038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -2429039.500000 Penalty: 3213.672119
	Iteration 56Q: 3 clusters Score -2429040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2429042.000000 Penalty: 3213.672119
	Iteration 57Q: 3 clusters Score -2429042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2429044.500000 Penalty: 3213.672119
	Iteration 58Q: 3 clusters Score -2429044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2429048.250000 Penalty: 3213.672119
	Iteration 59Q: 3 clusters Score -2429048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2429061.000000 Penalty: 3213.672119
	Iteration 60F: 3 clusters Score -2429061 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2429073.500000 Penalty: 3213.672119
	Iteration 61Q: 3 clusters Score -2429074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -2429091.500000 Penalty: 3213.672119
	Iteration 62Q: 3 clusters Score -2429092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2429114.250000 Penalty: 3213.672119
	Iteration 63Q: 3 clusters Score -2429114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2429140.250000 Penalty: 3213.672119
	Iteration 64Q: 3 clusters Score -2429140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2429156.000000 Penalty: 3213.672119
	Iteration 65Q: 3 clusters Score -2429156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2429167.000000 Penalty: 3213.672119
	Iteration 66Q: 3 clusters Score -2429167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2429174.000000 Penalty: 3213.672119
	Iteration 67Q: 3 clusters Score -2429174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2429181.000000 Penalty: 3213.672119
	Iteration 68Q: 3 clusters Score -2429181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2429183.250000 Penalty: 3213.672119
	Iteration 69Q: 3 clusters Score -2429183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2429186.500000 Penalty: 3213.672119
	Iteration 70Q: 3 clusters Score -2429186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2429185.250000 Penalty: 3213.672119
	Iteration 71Q: 3 clusters Score -2429185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2429184.750000 Penalty: 3213.672119
	Iteration 72Q: 3 clusters Score -2429185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2429187.000000 Penalty: 3213.672119
	Iteration 73Q: 3 clusters Score -2429187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2429189.750000 Penalty: 3213.672119
	Iteration 74Q: 3 clusters Score -2429190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2429188.000000 Penalty: 3213.672119
	Iteration 75Q: 3 clusters Score -2429188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2429191.500000 Penalty: 3213.672119
	Iteration 76Q: 3 clusters Score -2429192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2429196.500000 Penalty: 3213.672119
	Iteration 77Q: 3 clusters Score -2429196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -2429199.000000 Penalty: 3213.672119
	Iteration 78Q: 3 clusters Score -2429199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2429201.250000 Penalty: 3213.672119
	Iteration 79Q: 3 clusters Score -2429201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2429200.500000 Penalty: 3213.672119
	Iteration 80F: 3 clusters Score -2429200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2429202.750000 Penalty: 3213.672119
	Iteration 81Q: 3 clusters Score -2429203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2429200.750000 Penalty: 3213.672119
	Iteration 82Q: 3 clusters Score -2429201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2429200.750000 Penalty: 3213.672119
	Iteration 83F: 3 clusters Score -2429201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Entering Unmasked Estep 
Score: -9145024.000000 Penalty: 1821.841797
	Iteration 0F: 2 clusters Score -9145024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -9096093.000000 Penalty: 3643.683594
	Iteration 0F: 3 clusters Score -9096093 nChanged 35122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -9116456.000000 Penalty: 3643.683594
	Iteration 1F: 3 clusters Score -9116456 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 37007 members 
Entering Unmasked Estep 
Score: -9117374.000000 Penalty: 3643.683594
	Iteration 2Q: 3 clusters Score -9117374 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -9118344.000000 Penalty: 3643.683594
	Iteration 3Q: 3 clusters Score -9118344 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -9119707.000000 Penalty: 3643.683594
	Iteration 4Q: 3 clusters Score -9119707 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -9121188.000000 Penalty: 3643.683594
	Iteration 5Q: 3 clusters Score -9121188 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -9122860.000000 Penalty: 3643.683594
	Iteration 6F: 3 clusters Score -9122860 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -9124489.000000 Penalty: 3643.683594
	Iteration 7Q: 3 clusters Score -9124489 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -9126141.000000 Penalty: 3643.683594
	Iteration 8Q: 3 clusters Score -9126141 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -9127888.000000 Penalty: 3643.683594
	Iteration 9Q: 3 clusters Score -9127888 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -9129484.000000 Penalty: 3643.683594
	Iteration 10Q: 3 clusters Score -9129484 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -9130790.000000 Penalty: 3643.683594
	Iteration 11Q: 3 clusters Score -9130790 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -9131683.000000 Penalty: 3643.683594
	Iteration 12Q: 3 clusters Score -9131683 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -9132247.000000 Penalty: 3643.683594
	Iteration 13Q: 3 clusters Score -9132247 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -9132585.000000 Penalty: 3643.683594
	Iteration 14Q: 3 clusters Score -9132585 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -9132841.000000 Penalty: 3643.683594
	Iteration 15Q: 3 clusters Score -9132841 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -9133138.000000 Penalty: 3643.683594
	Iteration 16Q: 3 clusters Score -9133138 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -9133405.000000 Penalty: 3643.683594
	Iteration 17Q: 3 clusters Score -9133405 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -9133741.000000 Penalty: 3643.683594
	Iteration 18Q: 3 clusters Score -9133741 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53528 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -9134105.000000 Penalty: 3643.683594
	Iteration 19Q: 3 clusters Score -9134105 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -9134515.000000 Penalty: 3643.683594
	Iteration 20F: 3 clusters Score -9134515 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -9134993.000000 Penalty: 3643.683594
	Iteration 21Q: 3 clusters Score -9134993 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57609 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -9135533.000000 Penalty: 3643.683594
	Iteration 22Q: 3 clusters Score -9135533 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -9135961.000000 Penalty: 3643.683594
	Iteration 23Q: 3 clusters Score -9135961 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60400 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -9136510.000000 Penalty: 3643.683594
	Iteration 24Q: 3 clusters Score -9136510 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -9137107.000000 Penalty: 3643.683594
	Iteration 25Q: 3 clusters Score -9137107 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63330 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -9137764.000000 Penalty: 3643.683594
	Iteration 26Q: 3 clusters Score -9137764 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -9138376.000000 Penalty: 3643.683594
	Iteration 27Q: 3 clusters Score -9138376 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66205 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -9139129.000000 Penalty: 3643.683594
	Iteration 28Q: 3 clusters Score -9139129 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67587 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -9139867.000000 Penalty: 3643.683594
	Iteration 29Q: 3 clusters Score -9139867 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68911 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -9140694.000000 Penalty: 3643.683594
	Iteration 30Q: 3 clusters Score -9140694 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70061 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -9141437.000000 Penalty: 3643.683594
	Iteration 31Q: 3 clusters Score -9141437 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -9142077.000000 Penalty: 3643.683594
	Iteration 32Q: 3 clusters Score -9142077 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71908 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9142621.000000 Penalty: 3643.683594
	Iteration 33Q: 3 clusters Score -9142621 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9142950.000000 Penalty: 3643.683594
	Iteration 34Q: 3 clusters Score -9142950 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72955 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9143191.000000 Penalty: 3643.683594
	Iteration 35Q: 3 clusters Score -9143191 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73216 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9143356.000000 Penalty: 3643.683594
	Iteration 36Q: 3 clusters Score -9143356 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73365 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -9143387.000000 Penalty: 3643.683594
	Iteration 37Q: 3 clusters Score -9143387 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73448 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9143449.000000 Penalty: 3643.683594
	Iteration 38Q: 3 clusters Score -9143449 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73500 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -9143468.000000 Penalty: 3643.683594
	Iteration 39Q: 3 clusters Score -9143468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73530 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9143494.000000 Penalty: 3643.683594
	Iteration 40F: 3 clusters Score -9143494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73565 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9143519.000000 Penalty: 3643.683594
	Iteration 41Q: 3 clusters Score -9143519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73589 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9143545.000000 Penalty: 3643.683594
	Iteration 42Q: 3 clusters Score -9143545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -9143554.000000 Penalty: 3643.683594
	Iteration 43Q: 3 clusters Score -9143554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73617 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9143577.000000 Penalty: 3643.683594
	Iteration 44Q: 3 clusters Score -9143577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73626 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9143582.000000 Penalty: 3643.683594
	Iteration 45Q: 3 clusters Score -9143582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9143585.000000 Penalty: 3643.683594
	Iteration 46Q: 3 clusters Score -9143585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73637 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9143598.000000 Penalty: 3643.683594
	Iteration 47Q: 3 clusters Score -9143598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9143598.000000 Penalty: 3643.683594
	Iteration 48Q: 3 clusters Score -9143598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73643 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9143602.000000 Penalty: 3643.683594
	Iteration 49Q: 3 clusters Score -9143602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9143618.000000 Penalty: 3643.683594
	Iteration 50Q: 3 clusters Score -9143618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9143624.000000 Penalty: 3643.683594
	Iteration 51Q: 3 clusters Score -9143624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9143630.000000 Penalty: 3643.683594
	Iteration 52Q: 3 clusters Score -9143630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9143627.000000 Penalty: 3643.683594
	Iteration 53Q: 3 clusters Score -9143627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73653 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9143634.000000 Penalty: 3643.683594
	Iteration 54Q: 3 clusters Score -9143634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9143639.000000 Penalty: 3643.683594
	Iteration 55Q: 3 clusters Score -9143639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9143634.000000 Penalty: 3643.683594
	Iteration 56Q: 3 clusters Score -9143634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73651 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9143645.000000 Penalty: 3643.683594
	Iteration 57Q: 3 clusters Score -9143645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73652 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9143647.000000 Penalty: 3643.683594
	Iteration 58Q: 3 clusters Score -9143647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73654 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9143660.000000 Penalty: 3643.683594
	Iteration 59Q: 3 clusters Score -9143660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9143658.000000 Penalty: 3643.683594
	Iteration 60F: 3 clusters Score -9143658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73658 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9143665.000000 Penalty: 3643.683594
	Iteration 61Q: 3 clusters Score -9143665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9143666.000000 Penalty: 3643.683594
	Iteration 62Q: 3 clusters Score -9143666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73659 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9143666.000000 Penalty: 3643.683594
	Iteration 63F: 3 clusters Score -9143666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Entering Unmasked Estep 
Score: -2189791.000000 Penalty: 1589.840454
	Iteration 0F: 2 clusters Score -2189791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2177651.500000 Penalty: 3179.680908
	Iteration 0F: 3 clusters Score -2177652 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2182011.500000 Penalty: 3179.680908
	Iteration 1F: 3 clusters Score -2182012 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2182509.000000 Penalty: 3179.680908
	Iteration 2F: 3 clusters Score -2182509 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2183128.500000 Penalty: 3179.680908
	Iteration 3F: 3 clusters Score -2183128 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2183873.500000 Penalty: 3179.680908
	Iteration 4F: 3 clusters Score -2183874 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2184584.000000 Penalty: 3179.680908
	Iteration 5F: 3 clusters Score -2184584 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2185276.500000 Penalty: 3179.680908
	Iteration 6F: 3 clusters Score -2185276 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2185802.250000 Penalty: 3179.680908
	Iteration 7Q: 3 clusters Score -2185802 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2186248.250000 Penalty: 3179.680908
	Iteration 8Q: 3 clusters Score -2186248 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2186627.250000 Penalty: 3179.680908
	Iteration 9Q: 3 clusters Score -2186627 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2186927.250000 Penalty: 3179.680908
	Iteration 10Q: 3 clusters Score -2186927 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2187217.000000 Penalty: 3179.680908
	Iteration 11Q: 3 clusters Score -2187217 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2187457.750000 Penalty: 3179.680908
	Iteration 12Q: 3 clusters Score -2187458 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2187639.500000 Penalty: 3179.680908
	Iteration 13Q: 3 clusters Score -2187640 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2187798.000000 Penalty: 3179.680908
	Iteration 14Q: 3 clusters Score -2187798 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2187906.000000 Penalty: 3179.680908
	Iteration 15Q: 3 clusters Score -2187906 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -2187990.500000 Penalty: 3179.680908
	Iteration 16Q: 3 clusters Score -2187990 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2188065.500000 Penalty: 3179.680908
	Iteration 17Q: 3 clusters Score -2188066 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2188113.000000 Penalty: 3179.680908
	Iteration 18Q: 3 clusters Score -2188113 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2188152.000000 Penalty: 3179.680908
	Iteration 19Q: 3 clusters Score -2188152 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2188199.000000 Penalty: 3179.680908
	Iteration 20F: 3 clusters Score -2188199 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2188230.250000 Penalty: 3179.680908
	Iteration 21Q: 3 clusters Score -2188230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -2188252.000000 Penalty: 3179.680908
	Iteration 22Q: 3 clusters Score -2188252 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2188273.750000 Penalty: 3179.680908
	Iteration 23Q: 3 clusters Score -2188274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2188289.500000 Penalty: 3179.680908
	Iteration 24Q: 3 clusters Score -2188290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2188300.750000 Penalty: 3179.680908
	Iteration 25Q: 3 clusters Score -2188301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2188305.250000 Penalty: 3179.680908
	Iteration 26Q: 3 clusters Score -2188305 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2188309.250000 Penalty: 3179.680908
	Iteration 27Q: 3 clusters Score -2188309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2188311.500000 Penalty: 3179.680908
	Iteration 28Q: 3 clusters Score -2188312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2188311.250000 Penalty: 3179.680908
	Iteration 29Q: 3 clusters Score -2188311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -2188308.000000 Penalty: 3179.680908
	Iteration 30Q: 3 clusters Score -2188308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2188308.500000 Penalty: 3179.680908
	Iteration 31Q: 3 clusters Score -2188308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2188308.250000 Penalty: 3179.680908
	Iteration 32Q: 3 clusters Score -2188308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2188308.250000 Penalty: 3179.680908
	Iteration 33F: 3 clusters Score -2188308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -225176.093750 Penalty: 1244.921631
	Iteration 0F: 2 clusters Score -225176.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -223089.359375 Penalty: 2489.843262
	Iteration 0F: 3 clusters Score -223089.4 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -223879.546875 Penalty: 2489.843262
	Iteration 1F: 3 clusters Score -223879.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -224248.000000 Penalty: 2489.843262
	Iteration 2F: 3 clusters Score -224248 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -224501.906250 Penalty: 2489.843262
	Iteration 3F: 3 clusters Score -224501.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -224693.828125 Penalty: 2489.843262
	Iteration 4F: 3 clusters Score -224693.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -224831.984375 Penalty: 2489.843262
	Iteration 5Q: 3 clusters Score -224832 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -224926.500000 Penalty: 2489.843262
	Iteration 6Q: 3 clusters Score -224926.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -224984.515625 Penalty: 2489.843262
	Iteration 7Q: 3 clusters Score -224984.5 nChanged 46
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: -225015.359375 Penalty: 2489.843262
	Iteration 8Q: 3 clusters Score -225015.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -225031.828125 Penalty: 2489.843262
	Iteration 9Q: 3 clusters Score -225031.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -225039.578125 Penalty: 2489.843262
	Iteration 10Q: 3 clusters Score -225039.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -225051.671875 Penalty: 2489.843262
	Iteration 11Q: 3 clusters Score -225051.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -225059.593750 Penalty: 2489.843262
	Iteration 12Q: 3 clusters Score -225059.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -225067.796875 Penalty: 2489.843262
	Iteration 13Q: 3 clusters Score -225067.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -225072.046875 Penalty: 2489.843262
	Iteration 14Q: 3 clusters Score -225072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -225075.687500 Penalty: 2489.843262
	Iteration 15Q: 3 clusters Score -225075.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -225078.812500 Penalty: 2489.843262
	Iteration 16Q: 3 clusters Score -225078.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -225078.859375 Penalty: 2489.843262
	Iteration 17Q: 3 clusters Score -225078.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -225078.859375 Penalty: 2489.843262
	Iteration 18F: 3 clusters Score -225078.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Entering Unmasked Estep 
Score: -3938736.500000 Penalty: 1684.826660
	Iteration 0F: 2 clusters Score -3938736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3917360.250000 Penalty: 3369.653320
	Iteration 0F: 3 clusters Score -3917360 nChanged 14733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -3925531.750000 Penalty: 3369.653320
	Iteration 1F: 3 clusters Score -3925532 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -3926016.750000 Penalty: 3369.653320
	Iteration 2Q: 3 clusters Score -3926017 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -3926647.250000 Penalty: 3369.653320
	Iteration 3Q: 3 clusters Score -3926647 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -3927584.000000 Penalty: 3369.653320
	Iteration 4F: 3 clusters Score -3927584 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3928970.000000 Penalty: 3369.653320
	Iteration 5F: 3 clusters Score -3928970 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3930948.250000 Penalty: 3369.653320
	Iteration 6F: 3 clusters Score -3930948 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -3933214.250000 Penalty: 3369.653320
	Iteration 7F: 3 clusters Score -3933214 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -3935091.250000 Penalty: 3369.653320
	Iteration 8F: 3 clusters Score -3935091 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -3936191.250000 Penalty: 3369.653320
	Iteration 9Q: 3 clusters Score -3936191 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -3936744.750000 Penalty: 3369.653320
	Iteration 10Q: 3 clusters Score -3936745 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -3937012.000000 Penalty: 3369.653320
	Iteration 11Q: 3 clusters Score -3937012 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -3937114.250000 Penalty: 3369.653320
	Iteration 12Q: 3 clusters Score -3937114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -3937185.000000 Penalty: 3369.653320
	Iteration 13Q: 3 clusters Score -3937185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -3937209.000000 Penalty: 3369.653320
	Iteration 14Q: 3 clusters Score -3937209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -3937222.750000 Penalty: 3369.653320
	Iteration 15Q: 3 clusters Score -3937223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -3937229.750000 Penalty: 3369.653320
	Iteration 16Q: 3 clusters Score -3937230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -3937233.750000 Penalty: 3369.653320
	Iteration 17Q: 3 clusters Score -3937234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -3937241.250000 Penalty: 3369.653320
	Iteration 18Q: 3 clusters Score -3937241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -3937249.750000 Penalty: 3369.653320
	Iteration 19Q: 3 clusters Score -3937250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -3937250.250000 Penalty: 3369.653320
	Iteration 20F: 3 clusters Score -3937250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -3937250.000000 Penalty: 3369.653320
	Iteration 21Q: 3 clusters Score -3937250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -3937255.250000 Penalty: 3369.653320
	Iteration 22Q: 3 clusters Score -3937255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -3937255.250000 Penalty: 3369.653320
	Iteration 23F: 3 clusters Score -3937255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Entering Unmasked Estep 
Score: -1841357.250000 Penalty: 1559.152710
	Iteration 0F: 2 clusters Score -1841357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1831046.625000 Penalty: 3118.305420
	Iteration 0F: 3 clusters Score -1831047 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1834683.250000 Penalty: 3118.305420
	Iteration 1F: 3 clusters Score -1834683 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1834928.375000 Penalty: 3118.305420
	Iteration 2Q: 3 clusters Score -1834928 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1835139.250000 Penalty: 3118.305420
	Iteration 3Q: 3 clusters Score -1835139 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1835342.875000 Penalty: 3118.305420
	Iteration 4Q: 3 clusters Score -1835343 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1835555.250000 Penalty: 3118.305420
	Iteration 5Q: 3 clusters Score -1835555 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1835761.875000 Penalty: 3118.305420
	Iteration 6Q: 3 clusters Score -1835762 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1835981.625000 Penalty: 3118.305420
	Iteration 7Q: 3 clusters Score -1835982 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1836234.875000 Penalty: 3118.305420
	Iteration 8Q: 3 clusters Score -1836235 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1836506.750000 Penalty: 3118.305420
	Iteration 9Q: 3 clusters Score -1836507 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1836783.875000 Penalty: 3118.305420
	Iteration 10Q: 3 clusters Score -1836784 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1837094.500000 Penalty: 3118.305420
	Iteration 11Q: 3 clusters Score -1837094 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1837421.625000 Penalty: 3118.305420
	Iteration 12Q: 3 clusters Score -1837422 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1837734.125000 Penalty: 3118.305420
	Iteration 13Q: 3 clusters Score -1837734 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1838052.500000 Penalty: 3118.305420
	Iteration 14Q: 3 clusters Score -1838052 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1838350.000000 Penalty: 3118.305420
	Iteration 15Q: 3 clusters Score -1838350 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1838616.750000 Penalty: 3118.305420
	Iteration 16Q: 3 clusters Score -1838617 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1838819.500000 Penalty: 3118.305420
	Iteration 17Q: 3 clusters Score -1838820 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1838992.750000 Penalty: 3118.305420
	Iteration 18Q: 3 clusters Score -1838993 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1839147.375000 Penalty: 3118.305420
	Iteration 19Q: 3 clusters Score -1839147 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1839285.000000 Penalty: 3118.305420
	Iteration 20F: 3 clusters Score -1839285 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1839406.875000 Penalty: 3118.305420
	Iteration 21Q: 3 clusters Score -1839407 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1839518.500000 Penalty: 3118.305420
	Iteration 22Q: 3 clusters Score -1839518 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1839591.625000 Penalty: 3118.305420
	Iteration 23Q: 3 clusters Score -1839592 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1839657.875000 Penalty: 3118.305420
	Iteration 24Q: 3 clusters Score -1839658 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1839706.625000 Penalty: 3118.305420
	Iteration 25Q: 3 clusters Score -1839707 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1839756.375000 Penalty: 3118.305420
	Iteration 26Q: 3 clusters Score -1839756 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1839802.625000 Penalty: 3118.305420
	Iteration 27Q: 3 clusters Score -1839803 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1839839.375000 Penalty: 3118.305420
	Iteration 28Q: 3 clusters Score -1839839 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1839874.500000 Penalty: 3118.305420
	Iteration 29Q: 3 clusters Score -1839874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1839901.500000 Penalty: 3118.305420
	Iteration 30Q: 3 clusters Score -1839902 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1839922.375000 Penalty: 3118.305420
	Iteration 31Q: 3 clusters Score -1839922 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1839939.875000 Penalty: 3118.305420
	Iteration 32Q: 3 clusters Score -1839940 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1839954.500000 Penalty: 3118.305420
	Iteration 33Q: 3 clusters Score -1839954 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1839967.875000 Penalty: 3118.305420
	Iteration 34Q: 3 clusters Score -1839968 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1839980.125000 Penalty: 3118.305420
	Iteration 35Q: 3 clusters Score -1839980 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1839996.750000 Penalty: 3118.305420
	Iteration 36Q: 3 clusters Score -1839997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1840011.750000 Penalty: 3118.305420
	Iteration 37Q: 3 clusters Score -1840012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1840023.750000 Penalty: 3118.305420
	Iteration 38Q: 3 clusters Score -1840024 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1840037.375000 Penalty: 3118.305420
	Iteration 39Q: 3 clusters Score -1840037 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1840041.750000 Penalty: 3118.305420
	Iteration 40F: 3 clusters Score -1840042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1840049.625000 Penalty: 3118.305420
	Iteration 41Q: 3 clusters Score -1840050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1840056.375000 Penalty: 3118.305420
	Iteration 42Q: 3 clusters Score -1840056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1840061.500000 Penalty: 3118.305420
	Iteration 43Q: 3 clusters Score -1840062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1840067.000000 Penalty: 3118.305420
	Iteration 44Q: 3 clusters Score -1840067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1840073.875000 Penalty: 3118.305420
	Iteration 45Q: 3 clusters Score -1840074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1840079.125000 Penalty: 3118.305420
	Iteration 46Q: 3 clusters Score -1840079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1840083.000000 Penalty: 3118.305420
	Iteration 47Q: 3 clusters Score -1840083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1840088.750000 Penalty: 3118.305420
	Iteration 48Q: 3 clusters Score -1840089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1840091.875000 Penalty: 3118.305420
	Iteration 49Q: 3 clusters Score -1840092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1840091.375000 Penalty: 3118.305420
	Iteration 50Q: 3 clusters Score -1840091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1840090.375000 Penalty: 3118.305420
	Iteration 51Q: 3 clusters Score -1840090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1840097.875000 Penalty: 3118.305420
	Iteration 52Q: 3 clusters Score -1840098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1840097.875000 Penalty: 3118.305420
	Iteration 53Q: 3 clusters Score -1840098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1840097.625000 Penalty: 3118.305420
	Iteration 54Q: 3 clusters Score -1840098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1840096.375000 Penalty: 3118.305420
	Iteration 55Q: 3 clusters Score -1840096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1840100.000000 Penalty: 3118.305420
	Iteration 56Q: 3 clusters Score -1840100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1840100.500000 Penalty: 3118.305420
	Iteration 57Q: 3 clusters Score -1840100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1840101.500000 Penalty: 3118.305420
	Iteration 58Q: 3 clusters Score -1840102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1840107.875000 Penalty: 3118.305420
	Iteration 59Q: 3 clusters Score -1840108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1840106.250000 Penalty: 3118.305420
	Iteration 60F: 3 clusters Score -1840106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1840109.125000 Penalty: 3118.305420
	Iteration 61Q: 3 clusters Score -1840109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1840108.875000 Penalty: 3118.305420
	Iteration 62Q: 3 clusters Score -1840109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1840108.875000 Penalty: 3118.305420
	Iteration 63Q: 3 clusters Score -1840109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1840110.875000 Penalty: 3118.305420
	Iteration 64Q: 3 clusters Score -1840111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1840114.750000 Penalty: 3118.305420
	Iteration 65Q: 3 clusters Score -1840115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1840114.875000 Penalty: 3118.305420
	Iteration 66Q: 3 clusters Score -1840115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1840116.000000 Penalty: 3118.305420
	Iteration 67Q: 3 clusters Score -1840116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1840119.625000 Penalty: 3118.305420
	Iteration 68Q: 3 clusters Score -1840120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1840122.750000 Penalty: 3118.305420
	Iteration 69Q: 3 clusters Score -1840123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1840124.000000 Penalty: 3118.305420
	Iteration 70Q: 3 clusters Score -1840124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1840129.875000 Penalty: 3118.305420
	Iteration 71Q: 3 clusters Score -1840130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1840130.625000 Penalty: 3118.305420
	Iteration 72Q: 3 clusters Score -1840131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1840132.750000 Penalty: 3118.305420
	Iteration 73Q: 3 clusters Score -1840133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1840133.500000 Penalty: 3118.305420
	Iteration 74Q: 3 clusters Score -1840134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1840132.625000 Penalty: 3118.305420
	Iteration 75Q: 3 clusters Score -1840133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1840131.875000 Penalty: 3118.305420
	Iteration 76Q: 3 clusters Score -1840132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1840132.375000 Penalty: 3118.305420
	Iteration 77Q: 3 clusters Score -1840132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1840132.375000 Penalty: 3118.305420
	Iteration 78F: 3 clusters Score -1840132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Entering Unmasked Estep 
Score: -429857.718750 Penalty: 1325.991333
	Iteration 0F: 2 clusters Score -429857.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -426815.656250 Penalty: 2651.982666
	Iteration 0F: 3 clusters Score -426815.7 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -427540.093750 Penalty: 2651.982666
	Iteration 1F: 3 clusters Score -427540.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -427718.875000 Penalty: 2651.982666
	Iteration 2F: 3 clusters Score -427718.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -427864.125000 Penalty: 2651.982666
	Iteration 3F: 3 clusters Score -427864.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -427959.281250 Penalty: 2651.982666
	Iteration 4Q: 3 clusters Score -427959.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -428058.843750 Penalty: 2651.982666
	Iteration 5Q: 3 clusters Score -428058.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -428132.187500 Penalty: 2651.982666
	Iteration 6Q: 3 clusters Score -428132.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -428198.812500 Penalty: 2651.982666
	Iteration 7Q: 3 clusters Score -428198.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -428264.281250 Penalty: 2651.982666
	Iteration 8Q: 3 clusters Score -428264.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -428316.875000 Penalty: 2651.982666
	Iteration 9Q: 3 clusters Score -428316.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -428378.000000 Penalty: 2651.982666
	Iteration 10Q: 3 clusters Score -428378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -428443.218750 Penalty: 2651.982666
	Iteration 11Q: 3 clusters Score -428443.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -428509.500000 Penalty: 2651.982666
	Iteration 12Q: 3 clusters Score -428509.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -428580.437500 Penalty: 2651.982666
	Iteration 13Q: 3 clusters Score -428580.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -428656.750000 Penalty: 2651.982666
	Iteration 14Q: 3 clusters Score -428656.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -428724.562500 Penalty: 2651.982666
	Iteration 15Q: 3 clusters Score -428724.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -428770.375000 Penalty: 2651.982666
	Iteration 16Q: 3 clusters Score -428770.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -428832.281250 Penalty: 2651.982666
	Iteration 17Q: 3 clusters Score -428832.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -428882.437500 Penalty: 2651.982666
	Iteration 18Q: 3 clusters Score -428882.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -428911.187500 Penalty: 2651.982666
	Iteration 19Q: 3 clusters Score -428911.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -428931.187500 Penalty: 2651.982666
	Iteration 20F: 3 clusters Score -428931.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -428942.187500 Penalty: 2651.982666
	Iteration 21Q: 3 clusters Score -428942.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -428950.375000 Penalty: 2651.982666
	Iteration 22Q: 3 clusters Score -428950.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -428953.875000 Penalty: 2651.982666
	Iteration 23Q: 3 clusters Score -428953.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -428958.437500 Penalty: 2651.982666
	Iteration 24Q: 3 clusters Score -428958.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -428964.625000 Penalty: 2651.982666
	Iteration 25Q: 3 clusters Score -428964.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -428967.531250 Penalty: 2651.982666
	Iteration 26Q: 3 clusters Score -428967.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -428970.531250 Penalty: 2651.982666
	Iteration 27Q: 3 clusters Score -428970.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -428973.593750 Penalty: 2651.982666
	Iteration 28Q: 3 clusters Score -428973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -428975.531250 Penalty: 2651.982666
	Iteration 29Q: 3 clusters Score -428975.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -428976.281250 Penalty: 2651.982666
	Iteration 30Q: 3 clusters Score -428976.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -428977.156250 Penalty: 2651.982666
	Iteration 31Q: 3 clusters Score -428977.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -428977.156250 Penalty: 2651.982666
	Iteration 32Q: 3 clusters Score -428977.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -428977.312500 Penalty: 2651.982666
	Iteration 33Q: 3 clusters Score -428977.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -428977.718750 Penalty: 2651.982666
	Iteration 34Q: 3 clusters Score -428977.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -428979.656250 Penalty: 2651.982666
	Iteration 35Q: 3 clusters Score -428979.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -428980.468750 Penalty: 2651.982666
	Iteration 36Q: 3 clusters Score -428980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -428982.750000 Penalty: 2651.982666
	Iteration 37Q: 3 clusters Score -428982.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -428984.000000 Penalty: 2651.982666
	Iteration 38Q: 3 clusters Score -428984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -428984.468750 Penalty: 2651.982666
	Iteration 39Q: 3 clusters Score -428984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -428984.562500 Penalty: 2651.982666
	Iteration 40F: 3 clusters Score -428984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -428985.187500 Penalty: 2651.982666
	Iteration 41Q: 3 clusters Score -428985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -428986.281250 Penalty: 2651.982666
	Iteration 42Q: 3 clusters Score -428986.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -428986.281250 Penalty: 2651.982666
	Iteration 43F: 3 clusters Score -428986.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Entering Unmasked Estep 
Score: -1590272.500000 Penalty: 1551.136475
	Iteration 0F: 2 clusters Score -1590272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1580566.625000 Penalty: 3102.272949
	Iteration 0F: 3 clusters Score -1580567 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1584200.500000 Penalty: 3102.272949
	Iteration 1F: 3 clusters Score -1584200 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1584760.000000 Penalty: 3102.272949
	Iteration 2F: 3 clusters Score -1584760 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1585306.875000 Penalty: 3102.272949
	Iteration 3F: 3 clusters Score -1585307 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1585884.625000 Penalty: 3102.272949
	Iteration 4F: 3 clusters Score -1585885 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1586443.750000 Penalty: 3102.272949
	Iteration 5F: 3 clusters Score -1586444 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1586891.750000 Penalty: 3102.272949
	Iteration 6F: 3 clusters Score -1586892 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1587187.500000 Penalty: 3102.272949
	Iteration 7Q: 3 clusters Score -1587188 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1587417.125000 Penalty: 3102.272949
	Iteration 8Q: 3 clusters Score -1587417 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1587553.125000 Penalty: 3102.272949
	Iteration 9Q: 3 clusters Score -1587553 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1587648.250000 Penalty: 3102.272949
	Iteration 10Q: 3 clusters Score -1587648 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1587720.875000 Penalty: 3102.272949
	Iteration 11Q: 3 clusters Score -1587721 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1587765.875000 Penalty: 3102.272949
	Iteration 12Q: 3 clusters Score -1587766 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1587812.000000 Penalty: 3102.272949
	Iteration 13Q: 3 clusters Score -1587812 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1587831.625000 Penalty: 3102.272949
	Iteration 14Q: 3 clusters Score -1587832 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1587847.625000 Penalty: 3102.272949
	Iteration 15Q: 3 clusters Score -1587848 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1587870.375000 Penalty: 3102.272949
	Iteration 16Q: 3 clusters Score -1587870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1587890.125000 Penalty: 3102.272949
	Iteration 17Q: 3 clusters Score -1587890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1587898.125000 Penalty: 3102.272949
	Iteration 18Q: 3 clusters Score -1587898 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1587912.375000 Penalty: 3102.272949
	Iteration 19Q: 3 clusters Score -1587912 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1587917.375000 Penalty: 3102.272949
	Iteration 20F: 3 clusters Score -1587917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1587929.125000 Penalty: 3102.272949
	Iteration 21Q: 3 clusters Score -1587929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1587936.750000 Penalty: 3102.272949
	Iteration 22Q: 3 clusters Score -1587937 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1587942.125000 Penalty: 3102.272949
	Iteration 23Q: 3 clusters Score -1587942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1587948.500000 Penalty: 3102.272949
	Iteration 24Q: 3 clusters Score -1587948 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1587955.125000 Penalty: 3102.272949
	Iteration 25Q: 3 clusters Score -1587955 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1587966.375000 Penalty: 3102.272949
	Iteration 26Q: 3 clusters Score -1587966 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1587970.875000 Penalty: 3102.272949
	Iteration 27Q: 3 clusters Score -1587971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1587975.500000 Penalty: 3102.272949
	Iteration 28Q: 3 clusters Score -1587976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1587984.625000 Penalty: 3102.272949
	Iteration 29Q: 3 clusters Score -1587985 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1587987.125000 Penalty: 3102.272949
	Iteration 30Q: 3 clusters Score -1587987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1587988.750000 Penalty: 3102.272949
	Iteration 31Q: 3 clusters Score -1587989 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1588000.125000 Penalty: 3102.272949
	Iteration 32Q: 3 clusters Score -1588000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1587999.500000 Penalty: 3102.272949
	Iteration 33Q: 3 clusters Score -1588000 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1588014.875000 Penalty: 3102.272949
	Iteration 34Q: 3 clusters Score -1588015 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1588020.875000 Penalty: 3102.272949
	Iteration 35Q: 3 clusters Score -1588021 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1588029.750000 Penalty: 3102.272949
	Iteration 36Q: 3 clusters Score -1588030 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1588045.500000 Penalty: 3102.272949
	Iteration 37Q: 3 clusters Score -1588046 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1588061.000000 Penalty: 3102.272949
	Iteration 38Q: 3 clusters Score -1588061 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1588068.500000 Penalty: 3102.272949
	Iteration 39Q: 3 clusters Score -1588068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1588075.500000 Penalty: 3102.272949
	Iteration 40F: 3 clusters Score -1588076 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1588079.375000 Penalty: 3102.272949
	Iteration 41Q: 3 clusters Score -1588079 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1588091.375000 Penalty: 3102.272949
	Iteration 42Q: 3 clusters Score -1588091 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1588097 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1588104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1588102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1588107.125000 Penalty: 3102.272949
	Iteration 46Q: 3 clusters Score -1588107 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1588115.750000 Penalty: 3102.272949
	Iteration 47Q: 3 clusters Score -1588116 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1588129.000000 Penalty: 3102.272949
	Iteration 48Q: 3 clusters Score -1588129 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1588136.625000 Penalty: 3102.272949
	Iteration 49Q: 3 clusters Score -1588137 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1588140.625000 Penalty: 3102.272949
	Iteration 50Q: 3 clusters Score -1588141 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1588148.125000 Penalty: 3102.272949
	Iteration 51Q: 3 clusters Score -1588148 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1588152.750000 Penalty: 3102.272949
	Iteration 52Q: 3 clusters Score -1588153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1588160.500000 Penalty: 3102.272949
	Iteration 53Q: 3 clusters Score -1588160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1588165.500000 Penalty: 3102.272949
	Iteration 54Q: 3 clusters Score -1588166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1588171.000000 Penalty: 3102.272949
	Iteration 55Q: 3 clusters Score -1588171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1588169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1588174.625000 Penalty: 3102.272949
	Iteration 57Q: 3 clusters Score -1588175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1588174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1588174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1588180.500000 Penalty: 3102.272949
	Iteration 60F: 3 clusters Score -1588180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1588182.750000 Penalty: 3102.272949
	Iteration 61Q: 3 clusters Score -1588183 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1588184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1588188.625000 Penalty: 3102.272949
	Iteration 63Q: 3 clusters Score -1588189 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1588196.000000 Penalty: 3102.272949
	Iteration 64Q: 3 clusters Score -1588196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1588197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1588203.625000 Penalty: 3102.272949
	Iteration 66Q: 3 clusters Score -1588204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1588203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1588208.375000 Penalty: 3102.272949
	Iteration 68Q: 3 clusters Score -1588208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1588217.000000 Penalty: 3102.272949
	Iteration 69Q: 3 clusters Score -1588217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1588222.750000 Penalty: 3102.272949
	Iteration 70Q: 3 clusters Score -1588223 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1588221.750000 Penalty: 3102.272949
	Iteration 71Q: 3 clusters Score -1588222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1588222.875000 Penalty: 3102.272949
	Iteration 72Q: 3 clusters Score -1588223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1588228.250000 Penalty: 3102.272949
	Iteration 73Q: 3 clusters Score -1588228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1588226.375000 Penalty: 3102.272949
	Iteration 74Q: 3 clusters Score -1588226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1588232.500000 Penalty: 3102.272949
	Iteration 75Q: 3 clusters Score -1588232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1588233.750000 Penalty: 3102.272949
	Iteration 76Q: 3 clusters Score -1588234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1588235.500000 Penalty: 3102.272949
	Iteration 77Q: 3 clusters Score -1588236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1588237.875000 Penalty: 3102.272949
	Iteration 78Q: 3 clusters Score -1588238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1588243.750000 Penalty: 3102.272949
	Iteration 79Q: 3 clusters Score -1588244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1588243.125000 Penalty: 3102.272949
	Iteration 80F: 3 clusters Score -1588243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1588243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1588242.000000 Penalty: 3102.272949
	Iteration 82Q: 3 clusters Score -1588242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1588246.125000 Penalty: 3102.272949
	Iteration 83Q: 3 clusters Score -1588246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1588250.625000 Penalty: 3102.272949
	Iteration 84Q: 3 clusters Score -1588251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1588250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1588254.500000 Penalty: 3102.272949
	Iteration 86Q: 3 clusters Score -1588254 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1588255.000000 Penalty: 3102.272949
	Iteration 87Q: 3 clusters Score -1588255 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1588254.625000 Penalty: 3102.272949
	Iteration 88Q: 3 clusters Score -1588255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1588258.375000 Penalty: 3102.272949
	Iteration 89Q: 3 clusters Score -1588258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1588259.500000 Penalty: 3102.272949
	Iteration 90Q: 3 clusters Score -1588260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1588259.125000 Penalty: 3102.272949
	Iteration 91Q: 3 clusters Score -1588259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1588266.125000 Penalty: 3102.272949
	Iteration 92Q: 3 clusters Score -1588266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1588262.750000 Penalty: 3102.272949
	Iteration 93Q: 3 clusters Score -1588263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1588263.000000 Penalty: 3102.272949
	Iteration 94Q: 3 clusters Score -1588263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1588267.000000 Penalty: 3102.272949
	Iteration 95Q: 3 clusters Score -1588267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1588269.750000 Penalty: 3102.272949
	Iteration 96Q: 3 clusters Score -1588270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1588273.375000 Penalty: 3102.272949
	Iteration 97Q: 3 clusters Score -1588273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1588273.875000 Penalty: 3102.272949
	Iteration 98Q: 3 clusters Score -1588274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1588274.750000 Penalty: 3102.272949
	Iteration 99Q: 3 clusters Score -1588275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1588274.750000 Penalty: 3102.272949
	Iteration 100F: 3 clusters Score -1588275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1588276.625000 Penalty: 3102.272949
	Iteration 101Q: 3 clusters Score -1588277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1588276.375000 Penalty: 3102.272949
	Iteration 102Q: 3 clusters Score -1588276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1588275.000000 Penalty: 3102.272949
	Iteration 103Q: 3 clusters Score -1588275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1588275.625000 Penalty: 3102.272949
	Iteration 104Q: 3 clusters Score -1588276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1588279.625000 Penalty: 3102.272949
	Iteration 105Q: 3 clusters Score -1588280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1588277.750000 Penalty: 3102.272949
	Iteration 106Q: 3 clusters Score -1588278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1588279.750000 Penalty: 3102.272949
	Iteration 107Q: 3 clusters Score -1588280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1588283.125000 Penalty: 3102.272949
	Iteration 108Q: 3 clusters Score -1588283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1588284.125000 Penalty: 3102.272949
	Iteration 109Q: 3 clusters Score -1588284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -1588287.375000 Penalty: 3102.272949
	Iteration 110Q: 3 clusters Score -1588287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1588293.125000 Penalty: 3102.272949
	Iteration 111Q: 3 clusters Score -1588293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1588299.125000 Penalty: 3102.272949
	Iteration 112Q: 3 clusters Score -1588299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -1588304.375000 Penalty: 3102.272949
	Iteration 113Q: 3 clusters Score -1588304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1588305.750000 Penalty: 3102.272949
	Iteration 114Q: 3 clusters Score -1588306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1588312.875000 Penalty: 3102.272949
	Iteration 115Q: 3 clusters Score -1588313 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1588317.000000 Penalty: 3102.272949
	Iteration 116Q: 3 clusters Score -1588317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1588317.250000 Penalty: 3102.272949
	Iteration 117Q: 3 clusters Score -1588317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1588317.875000 Penalty: 3102.272949
	Iteration 118Q: 3 clusters Score -1588318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1588319 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1588326.000000 Penalty: 3102.272949
	Iteration 120F: 3 clusters Score -1588326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1588327.750000 Penalty: 3102.272949
	Iteration 121Q: 3 clusters Score -1588328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1588324.625000 Penalty: 3102.272949
	Iteration 122Q: 3 clusters Score -1588325 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1588338.000000 Penalty: 3102.272949
	Iteration 123Q: 3 clusters Score -1588338 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1588343.500000 Penalty: 3102.272949
	Iteration 124Q: 3 clusters Score -1588344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1588351.875000 Penalty: 3102.272949
	Iteration 125Q: 3 clusters Score -1588352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1588363.750000 Penalty: 3102.272949
	Iteration 126Q: 3 clusters Score -1588364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1588381.625000 Penalty: 3102.272949
	Iteration 127Q: 3 clusters Score -1588382 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1588394.000000 Penalty: 3102.272949
	Iteration 128Q: 3 clusters Score -1588394 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1588398.250000 Penalty: 3102.272949
	Iteration 129Q: 3 clusters Score -1588398 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1588411.250000 Penalty: 3102.272949
	Iteration 130Q: 3 clusters Score -1588411 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1588419.000000 Penalty: 3102.272949
	Iteration 131Q: 3 clusters Score -1588419 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1588429.875000 Penalty: 3102.272949
	Iteration 132Q: 3 clusters Score -1588430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1588436.375000 Penalty: 3102.272949
	Iteration 133Q: 3 clusters Score -1588436 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1588446.875000 Penalty: 3102.272949
	Iteration 134Q: 3 clusters Score -1588447 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1588459.625000 Penalty: 3102.272949
	Iteration 135Q: 3 clusters Score -1588460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1588468.875000 Penalty: 3102.272949
	Iteration 136Q: 3 clusters Score -1588469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1588479.875000 Penalty: 3102.272949
	Iteration 137Q: 3 clusters Score -1588480 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1588486.375000 Penalty: 3102.272949
	Iteration 138Q: 3 clusters Score -1588486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1588497.000000 Penalty: 3102.272949
	Iteration 139Q: 3 clusters Score -1588497 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1588506.375000 Penalty: 3102.272949
	Iteration 140F: 3 clusters Score -1588506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1588513.250000 Penalty: 3102.272949
	Iteration 141Q: 3 clusters Score -1588513 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1588521.250000 Penalty: 3102.272949
	Iteration 142Q: 3 clusters Score -1588521 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1588534.500000 Penalty: 3102.272949
	Iteration 143Q: 3 clusters Score -1588534 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1588557.375000 Penalty: 3102.272949
	Iteration 144Q: 3 clusters Score -1588557 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1588570.625000 Penalty: 3102.272949
	Iteration 145Q: 3 clusters Score -1588571 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1588589.875000 Penalty: 3102.272949
	Iteration 146Q: 3 clusters Score -1588590 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1588609.625000 Penalty: 3102.272949
	Iteration 147Q: 3 clusters Score -1588610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1588630.500000 Penalty: 3102.272949
	Iteration 148Q: 3 clusters Score -1588630 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1588640.000000 Penalty: 3102.272949
	Iteration 149Q: 3 clusters Score -1588640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1588658.750000 Penalty: 3102.272949
	Iteration 150Q: 3 clusters Score -1588659 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1588668.000000 Penalty: 3102.272949
	Iteration 151Q: 3 clusters Score -1588668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1588674.625000 Penalty: 3102.272949
	Iteration 152Q: 3 clusters Score -1588675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1588691.375000 Penalty: 3102.272949
	Iteration 153Q: 3 clusters Score -1588691 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1588710.875000 Penalty: 3102.272949
	Iteration 154Q: 3 clusters Score -1588711 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1588724.750000 Penalty: 3102.272949
	Iteration 155Q: 3 clusters Score -1588725 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1588739.750000 Penalty: 3102.272949
	Iteration 156Q: 3 clusters Score -1588740 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1588755.875000 Penalty: 3102.272949
	Iteration 157Q: 3 clusters Score -1588756 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1588771.375000 Penalty: 3102.272949
	Iteration 158Q: 3 clusters Score -1588771 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1588790.500000 Penalty: 3102.272949
	Iteration 159Q: 3 clusters Score -1588790 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1588808.750000 Penalty: 3102.272949
	Iteration 160F: 3 clusters Score -1588809 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1588824.250000 Penalty: 3102.272949
	Iteration 161Q: 3 clusters Score -1588824 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1588839.250000 Penalty: 3102.272949
	Iteration 162Q: 3 clusters Score -1588839 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1588854.125000 Penalty: 3102.272949
	Iteration 163Q: 3 clusters Score -1588854 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -1588870.375000 Penalty: 3102.272949
	Iteration 164Q: 3 clusters Score -1588870 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1588897.000000 Penalty: 3102.272949
	Iteration 165Q: 3 clusters Score -1588897 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1588918.125000 Penalty: 3102.272949
	Iteration 166Q: 3 clusters Score -1588918 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -1588937.000000 Penalty: 3102.272949
	Iteration 167Q: 3 clusters Score -1588937 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1588957.625000 Penalty: 3102.272949
	Iteration 168Q: 3 clusters Score -1588958 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1588970.500000 Penalty: 3102.272949
	Iteration 169Q: 3 clusters Score -1588970 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1588991.125000 Penalty: 3102.272949
	Iteration 170Q: 3 clusters Score -1588991 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1589015.750000 Penalty: 3102.272949
	Iteration 171Q: 3 clusters Score -1589016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1589025.625000 Penalty: 3102.272949
	Iteration 172Q: 3 clusters Score -1589026 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1589038.750000 Penalty: 3102.272949
	Iteration 173Q: 3 clusters Score -1589039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1589048.125000 Penalty: 3102.272949
	Iteration 174Q: 3 clusters Score -1589048 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1589065.375000 Penalty: 3102.272949
	Iteration 175Q: 3 clusters Score -1589065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1589072.000000 Penalty: 3102.272949
	Iteration 176Q: 3 clusters Score -1589072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1589078.375000 Penalty: 3102.272949
	Iteration 177Q: 3 clusters Score -1589078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1589082.875000 Penalty: 3102.272949
	Iteration 178Q: 3 clusters Score -1589083 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1589089.125000 Penalty: 3102.272949
	Iteration 179Q: 3 clusters Score -1589089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -1589095.875000 Penalty: 3102.272949
	Iteration 180F: 3 clusters Score -1589096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1589104.375000 Penalty: 3102.272949
	Iteration 181Q: 3 clusters Score -1589104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1589103.750000 Penalty: 3102.272949
	Iteration 182Q: 3 clusters Score -1589104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1589109.625000 Penalty: 3102.272949
	Iteration 183Q: 3 clusters Score -1589110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1589115.250000 Penalty: 3102.272949
	Iteration 184Q: 3 clusters Score -1589115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1589118.875000 Penalty: 3102.272949
	Iteration 185Q: 3 clusters Score -1589119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1589124.500000 Penalty: 3102.272949
	Iteration 186Q: 3 clusters Score -1589124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -1589128.750000 Penalty: 3102.272949
	Iteration 187Q: 3 clusters Score -1589129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1589131.000000 Penalty: 3102.272949
	Iteration 188Q: 3 clusters Score -1589131 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -1589136.125000 Penalty: 3102.272949
	Iteration 189Q: 3 clusters Score -1589136 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1589142.000000 Penalty: 3102.272949
	Iteration 190Q: 3 clusters Score -1589142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1589146.750000 Penalty: 3102.272949
	Iteration 191Q: 3 clusters Score -1589147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1589157.375000 Penalty: 3102.272949
	Iteration 192Q: 3 clusters Score -1589157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1589157.375000 Penalty: 3102.272949
	Iteration 193Q: 3 clusters Score -1589157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -1589161.875000 Penalty: 3102.272949
	Iteration 194Q: 3 clusters Score -1589162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1589166.875000 Penalty: 3102.272949
	Iteration 195Q: 3 clusters Score -1589167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1589165.625000 Penalty: 3102.272949
	Iteration 196Q: 3 clusters Score -1589166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1589165.000000 Penalty: 3102.272949
	Iteration 197Q: 3 clusters Score -1589165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -1589170.000000 Penalty: 3102.272949
	Iteration 198Q: 3 clusters Score -1589170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1589171.125000 Penalty: 3102.272949
	Iteration 199Q: 3 clusters Score -1589171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1589172.000000 Penalty: 3102.272949
	Iteration 200F: 3 clusters Score -1589172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1589173.000000 Penalty: 3102.272949
	Iteration 201Q: 3 clusters Score -1589173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1589172.125000 Penalty: 3102.272949
	Iteration 202Q: 3 clusters Score -1589172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1589175.875000 Penalty: 3102.272949
	Iteration 203Q: 3 clusters Score -1589176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1589175.000000 Penalty: 3102.272949
	Iteration 204Q: 3 clusters Score -1589175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1589175.875000 Penalty: 3102.272949
	Iteration 205Q: 3 clusters Score -1589176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1589176.000000 Penalty: 3102.272949
	Iteration 206Q: 3 clusters Score -1589176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1589177.750000 Penalty: 3102.272949
	Iteration 207Q: 3 clusters Score -1589178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1589175.375000 Penalty: 3102.272949
	Iteration 208Q: 3 clusters Score -1589175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1589178.125000 Penalty: 3102.272949
	Iteration 209Q: 3 clusters Score -1589178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1589177.125000 Penalty: 3102.272949
	Iteration 210Q: 3 clusters Score -1589177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1589177.125000 Penalty: 3102.272949
	Iteration 211Q: 3 clusters Score -1589177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1589177.125000 Penalty: 3102.272949
	Iteration 212F: 3 clusters Score -1589177 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Entering Unmasked Estep 
Score: -683252.500000 Penalty: 1401.587036
	Iteration 0F: 2 clusters Score -683252.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -678839.437500 Penalty: 2803.174072
	Iteration 0F: 3 clusters Score -678839.4 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -680137.125000 Penalty: 2803.174072
	Iteration 1F: 3 clusters Score -680137.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -680346.625000 Penalty: 2803.174072
	Iteration 2F: 3 clusters Score -680346.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -680527.687500 Penalty: 2803.174072
	Iteration 3F: 3 clusters Score -680527.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -680695.125000 Penalty: 2803.174072
	Iteration 4F: 3 clusters Score -680695.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -680829.625000 Penalty: 2803.174072
	Iteration 5Q: 3 clusters Score -680829.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -680966.687500 Penalty: 2803.174072
	Iteration 6Q: 3 clusters Score -680966.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -681095.187500 Penalty: 2803.174072
	Iteration 7Q: 3 clusters Score -681095.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -681210.062500 Penalty: 2803.174072
	Iteration 8Q: 3 clusters Score -681210.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -681331.062500 Penalty: 2803.174072
	Iteration 9Q: 3 clusters Score -681331.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -681436.000000 Penalty: 2803.174072
	Iteration 10Q: 3 clusters Score -681436 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -681512.500000 Penalty: 2803.174072
	Iteration 11Q: 3 clusters Score -681512.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -681580.187500 Penalty: 2803.174072
	Iteration 12Q: 3 clusters Score -681580.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -681651.500000 Penalty: 2803.174072
	Iteration 13Q: 3 clusters Score -681651.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -681714.625000 Penalty: 2803.174072
	Iteration 14Q: 3 clusters Score -681714.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -681756.625000 Penalty: 2803.174072
	Iteration 15Q: 3 clusters Score -681756.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -681799.937500 Penalty: 2803.174072
	Iteration 16Q: 3 clusters Score -681799.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -681845.125000 Penalty: 2803.174072
	Iteration 17Q: 3 clusters Score -681845.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -681878.812500 Penalty: 2803.174072
	Iteration 18Q: 3 clusters Score -681878.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -681911.687500 Penalty: 2803.174072
	Iteration 19Q: 3 clusters Score -681911.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -681928.312500 Penalty: 2803.174072
	Iteration 20F: 3 clusters Score -681928.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -681935.375000 Penalty: 2803.174072
	Iteration 21Q: 3 clusters Score -681935.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -681941.875000 Penalty: 2803.174072
	Iteration 22Q: 3 clusters Score -681941.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -681947.375000 Penalty: 2803.174072
	Iteration 23Q: 3 clusters Score -681947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -681952.937500 Penalty: 2803.174072
	Iteration 24Q: 3 clusters Score -681952.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -681955.062500 Penalty: 2803.174072
	Iteration 25Q: 3 clusters Score -681955.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -681956.187500 Penalty: 2803.174072
	Iteration 26Q: 3 clusters Score -681956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -681958.375000 Penalty: 2803.174072
	Iteration 27Q: 3 clusters Score -681958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -681959.125000 Penalty: 2803.174072
	Iteration 28Q: 3 clusters Score -681959.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -681960.750000 Penalty: 2803.174072
	Iteration 29Q: 3 clusters Score -681960.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -681962.500000 Penalty: 2803.174072
	Iteration 30Q: 3 clusters Score -681962.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -681968.125000 Penalty: 2803.174072
	Iteration 31Q: 3 clusters Score -681968.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -681977.750000 Penalty: 2803.174072
	Iteration 32Q: 3 clusters Score -681977.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -681990.812500 Penalty: 2803.174072
	Iteration 33Q: 3 clusters Score -681990.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -682003.875000 Penalty: 2803.174072
	Iteration 34Q: 3 clusters Score -682003.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -682012.250000 Penalty: 2803.174072
	Iteration 35Q: 3 clusters Score -682012.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -682018.937500 Penalty: 2803.174072
	Iteration 36Q: 3 clusters Score -682018.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -682026.000000 Penalty: 2803.174072
	Iteration 37Q: 3 clusters Score -682026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -682034.625000 Penalty: 2803.174072
	Iteration 38Q: 3 clusters Score -682034.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -682039.000000 Penalty: 2803.174072
	Iteration 39Q: 3 clusters Score -682039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -682044.062500 Penalty: 2803.174072
	Iteration 40F: 3 clusters Score -682044.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -682050.125000 Penalty: 2803.174072
	Iteration 41Q: 3 clusters Score -682050.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -682053.875000 Penalty: 2803.174072
	Iteration 42Q: 3 clusters Score -682053.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -682061.312500 Penalty: 2803.174072
	Iteration 43Q: 3 clusters Score -682061.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -682063.125000 Penalty: 2803.174072
	Iteration 44Q: 3 clusters Score -682063.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -682066.812500 Penalty: 2803.174072
	Iteration 45Q: 3 clusters Score -682066.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -682069.250000 Penalty: 2803.174072
	Iteration 46Q: 3 clusters Score -682069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -682071.500000 Penalty: 2803.174072
	Iteration 47Q: 3 clusters Score -682071.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -682071.500000 Penalty: 2803.174072
	Iteration 48F: 3 clusters Score -682071.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -152734.421875 Penalty: 1164.267090
	Iteration 0F: 2 clusters Score -152734.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -151112.687500 Penalty: 2328.534180
	Iteration 0F: 3 clusters Score -151112.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -151421.968750 Penalty: 2328.534180
	Iteration 1F: 3 clusters Score -151422 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -151550.421875 Penalty: 2328.534180
	Iteration 2F: 3 clusters Score -151550.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -151662.984375 Penalty: 2328.534180
	Iteration 3F: 3 clusters Score -151663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -151753.484375 Penalty: 2328.534180
	Iteration 4Q: 3 clusters Score -151753.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -151842.875000 Penalty: 2328.534180
	Iteration 5Q: 3 clusters Score -151842.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -151952.843750 Penalty: 2328.534180
	Iteration 6Q: 3 clusters Score -151952.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -152067.843750 Penalty: 2328.534180
	Iteration 7Q: 3 clusters Score -152067.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -152140.671875 Penalty: 2328.534180
	Iteration 8Q: 3 clusters Score -152140.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -152185.609375 Penalty: 2328.534180
	Iteration 9Q: 3 clusters Score -152185.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152220.109375 Penalty: 2328.534180
	Iteration 10Q: 3 clusters Score -152220.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -152243.921875 Penalty: 2328.534180
	Iteration 11Q: 3 clusters Score -152243.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -152275.031250 Penalty: 2328.534180
	Iteration 12Q: 3 clusters Score -152275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -152307.125000 Penalty: 2328.534180
	Iteration 13Q: 3 clusters Score -152307.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -152329.093750 Penalty: 2328.534180
	Iteration 14Q: 3 clusters Score -152329.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -152349.375000 Penalty: 2328.534180
	Iteration 15Q: 3 clusters Score -152349.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -152370.546875 Penalty: 2328.534180
	Iteration 16Q: 3 clusters Score -152370.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -152391.343750 Penalty: 2328.534180
	Iteration 17Q: 3 clusters Score -152391.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -152406.203125 Penalty: 2328.534180
	Iteration 18Q: 3 clusters Score -152406.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -152428.718750 Penalty: 2328.534180
	Iteration 19Q: 3 clusters Score -152428.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -152466.625000 Penalty: 2328.534180
	Iteration 20F: 3 clusters Score -152466.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -152515.187500 Penalty: 2328.534180
	Iteration 21Q: 3 clusters Score -152515.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -152573.312500 Penalty: 2328.534180
	Iteration 22Q: 3 clusters Score -152573.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -152656.015625 Penalty: 2328.534180
	Iteration 23Q: 3 clusters Score -152656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -152757.640625 Penalty: 2328.534180
	Iteration 24Q: 3 clusters Score -152757.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -152947.281250 Penalty: 2328.534180
	Iteration 25Q: 3 clusters Score -152947.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -153385.562500 Penalty: 2328.534180
	Iteration 26Q: 3 clusters Score -153385.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -153484.656250 Penalty: 2328.534180
	Iteration 27Q: 3 clusters Score -153484.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -153487.078125 Penalty: 2328.534180
	Iteration 28Q: 3 clusters Score -153487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -153490.421875 Penalty: 2328.534180
	Iteration 29Q: 3 clusters Score -153490.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -153490.421875 Penalty: 2328.534180
	Iteration 30F: 3 clusters Score -153490.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59888 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 19697 members 
Mstep: Class 9 contains 73964 members 
Mstep: Class 10 contains 17741 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31830 members 
Mstep: Class 13 contains 14688 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13981 members 
Mstep: Class 16 contains 5570 members 
Mstep: Class 17 contains 737 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6425 members 
Mstep: Class 24 contains 17153 members 
Mstep: Class 25 contains 6468 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 19121 members 
Mstep: Class 31 contains 4147 members 
Mstep: Class 32 contains 20067 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14142 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 556 members 
Entering Unmasked Estep 
Score: -48241964.000000 Penalty: 75489.773438
Splitting cluster 17 changes total score from -48242164.000000 to -48241964.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (9073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Entering Unmasked Estep 
Score: -1110327.125000 Penalty: 1480.871948
	Iteration 0F: 2 clusters Score -1110327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1103793.250000 Penalty: 2961.743896
	Iteration 0F: 3 clusters Score -1103793 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1105793.125000 Penalty: 2961.743896
	Iteration 1F: 3 clusters Score -1105793 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1106010.125000 Penalty: 2961.743896
	Iteration 2F: 3 clusters Score -1106010 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1106176.250000 Penalty: 2961.743896
	Iteration 3Q: 3 clusters Score -1106176 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1106294.125000 Penalty: 2961.743896
	Iteration 4Q: 3 clusters Score -1106294 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1106385.125000 Penalty: 2961.743896
	Iteration 5Q: 3 clusters Score -1106385 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1106476.500000 Penalty: 2961.743896
	Iteration 6Q: 3 clusters Score -1106476 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1106554.000000 Penalty: 2961.743896
	Iteration 7Q: 3 clusters Score -1106554 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1106675.250000 Penalty: 2961.743896
	Iteration 8Q: 3 clusters Score -1106675 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1106831.500000 Penalty: 2961.743896
	Iteration 9Q: 3 clusters Score -1106832 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1107020.750000 Penalty: 2961.743896
	Iteration 10Q: 3 clusters Score -1107021 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1107223.625000 Penalty: 2961.743896
	Iteration 11Q: 3 clusters Score -1107224 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1107450.500000 Penalty: 2961.743896
	Iteration 12Q: 3 clusters Score -1107450 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1107655.500000 Penalty: 2961.743896
	Iteration 13Q: 3 clusters Score -1107656 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1107840.375000 Penalty: 2961.743896
	Iteration 14Q: 3 clusters Score -1107840 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1107985.250000 Penalty: 2961.743896
	Iteration 15Q: 3 clusters Score -1107985 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1108090.750000 Penalty: 2961.743896
	Iteration 16Q: 3 clusters Score -1108091 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1108199.625000 Penalty: 2961.743896
	Iteration 17Q: 3 clusters Score -1108200 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1108288.625000 Penalty: 2961.743896
	Iteration 18Q: 3 clusters Score -1108289 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1108353.125000 Penalty: 2961.743896
	Iteration 19Q: 3 clusters Score -1108353 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1108397.000000 Penalty: 2961.743896
	Iteration 20F: 3 clusters Score -1108397 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1108440.125000 Penalty: 2961.743896
	Iteration 21Q: 3 clusters Score -1108440 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1108473.375000 Penalty: 2961.743896
	Iteration 22Q: 3 clusters Score -1108473 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1108506.375000 Penalty: 2961.743896
	Iteration 23Q: 3 clusters Score -1108506 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1108539.875000 Penalty: 2961.743896
	Iteration 24Q: 3 clusters Score -1108540 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1108573.125000 Penalty: 2961.743896
	Iteration 25Q: 3 clusters Score -1108573 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1108608.250000 Penalty: 2961.743896
	Iteration 26Q: 3 clusters Score -1108608 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1108658.750000 Penalty: 2961.743896
	Iteration 27Q: 3 clusters Score -1108659 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1108708.750000 Penalty: 2961.743896
	Iteration 28Q: 3 clusters Score -1108709 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1108768.375000 Penalty: 2961.743896
	Iteration 29Q: 3 clusters Score -1108768 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1108852.125000 Penalty: 2961.743896
	Iteration 30Q: 3 clusters Score -1108852 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1108943.625000 Penalty: 2961.743896
	Iteration 31Q: 3 clusters Score -1108944 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1109021.125000 Penalty: 2961.743896
	Iteration 32Q: 3 clusters Score -1109021 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1109080.250000 Penalty: 2961.743896
	Iteration 33Q: 3 clusters Score -1109080 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1109117.500000 Penalty: 2961.743896
	Iteration 34Q: 3 clusters Score -1109118 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1109149.000000 Penalty: 2961.743896
	Iteration 35Q: 3 clusters Score -1109149 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1109182.250000 Penalty: 2961.743896
	Iteration 36Q: 3 clusters Score -1109182 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1109211.875000 Penalty: 2961.743896
	Iteration 37Q: 3 clusters Score -1109212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1109243.250000 Penalty: 2961.743896
	Iteration 38Q: 3 clusters Score -1109243 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1109266.625000 Penalty: 2961.743896
	Iteration 39Q: 3 clusters Score -1109267 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1109296.375000 Penalty: 2961.743896
	Iteration 40F: 3 clusters Score -1109296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1109316.750000 Penalty: 2961.743896
	Iteration 41Q: 3 clusters Score -1109317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1109332.625000 Penalty: 2961.743896
	Iteration 42Q: 3 clusters Score -1109333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1109343.875000 Penalty: 2961.743896
	Iteration 43Q: 3 clusters Score -1109344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1109351.625000 Penalty: 2961.743896
	Iteration 44Q: 3 clusters Score -1109352 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1109360.250000 Penalty: 2961.743896
	Iteration 45Q: 3 clusters Score -1109360 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1109366.750000 Penalty: 2961.743896
	Iteration 46Q: 3 clusters Score -1109367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1109372.000000 Penalty: 2961.743896
	Iteration 47Q: 3 clusters Score -1109372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1109378.125000 Penalty: 2961.743896
	Iteration 48Q: 3 clusters Score -1109378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1109377.875000 Penalty: 2961.743896
	Iteration 49Q: 3 clusters Score -1109378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1109384.625000 Penalty: 2961.743896
	Iteration 50Q: 3 clusters Score -1109385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1109394.125000 Penalty: 2961.743896
	Iteration 51Q: 3 clusters Score -1109394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1109397.500000 Penalty: 2961.743896
	Iteration 52Q: 3 clusters Score -1109398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1109398.625000 Penalty: 2961.743896
	Iteration 53Q: 3 clusters Score -1109399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1109402.250000 Penalty: 2961.743896
	Iteration 54Q: 3 clusters Score -1109402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1109408.500000 Penalty: 2961.743896
	Iteration 55Q: 3 clusters Score -1109408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1109409.125000 Penalty: 2961.743896
	Iteration 56Q: 3 clusters Score -1109409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1109412.875000 Penalty: 2961.743896
	Iteration 57Q: 3 clusters Score -1109413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1109414.875000 Penalty: 2961.743896
	Iteration 58Q: 3 clusters Score -1109415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1109417.750000 Penalty: 2961.743896
	Iteration 59Q: 3 clusters Score -1109418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1109422.250000 Penalty: 2961.743896
	Iteration 60F: 3 clusters Score -1109422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1109424.375000 Penalty: 2961.743896
	Iteration 61Q: 3 clusters Score -1109424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1109424.125000 Penalty: 2961.743896
	Iteration 62Q: 3 clusters Score -1109424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1109428.125000 Penalty: 2961.743896
	Iteration 63Q: 3 clusters Score -1109428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1109427.500000 Penalty: 2961.743896
	Iteration 64Q: 3 clusters Score -1109428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1109429.000000 Penalty: 2961.743896
	Iteration 65Q: 3 clusters Score -1109429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1109434.125000 Penalty: 2961.743896
	Iteration 66Q: 3 clusters Score -1109434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1109435.125000 Penalty: 2961.743896
	Iteration 67Q: 3 clusters Score -1109435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1109435.750000 Penalty: 2961.743896
	Iteration 68Q: 3 clusters Score -1109436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1109439.000000 Penalty: 2961.743896
	Iteration 69Q: 3 clusters Score -1109439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1109440.125000 Penalty: 2961.743896
	Iteration 70Q: 3 clusters Score -1109440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1109442.500000 Penalty: 2961.743896
	Iteration 71Q: 3 clusters Score -1109442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1109442.500000 Penalty: 2961.743896
	Iteration 72F: 3 clusters Score -1109442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Entering Unmasked Estep 
Score: -1822732.250000 Penalty: 1557.059326
	Iteration 0F: 2 clusters Score -1822732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1812760.375000 Penalty: 3114.118652
	Iteration 0F: 3 clusters Score -1812760 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1816324.000000 Penalty: 3114.118652
	Iteration 1F: 3 clusters Score -1816324 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1816759.375000 Penalty: 3114.118652
	Iteration 2F: 3 clusters Score -1816759 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1817196.250000 Penalty: 3114.118652
	Iteration 3F: 3 clusters Score -1817196 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1817662.875000 Penalty: 3114.118652
	Iteration 4F: 3 clusters Score -1817663 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1818162.625000 Penalty: 3114.118652
	Iteration 5F: 3 clusters Score -1818163 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1818620.000000 Penalty: 3114.118652
	Iteration 6F: 3 clusters Score -1818620 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1818987.500000 Penalty: 3114.118652
	Iteration 7Q: 3 clusters Score -1818988 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1819271.875000 Penalty: 3114.118652
	Iteration 8Q: 3 clusters Score -1819272 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1819447.000000 Penalty: 3114.118652
	Iteration 9Q: 3 clusters Score -1819447 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1819567.000000 Penalty: 3114.118652
	Iteration 10Q: 3 clusters Score -1819567 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1819630.750000 Penalty: 3114.118652
	Iteration 11Q: 3 clusters Score -1819631 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1819685.000000 Penalty: 3114.118652
	Iteration 12Q: 3 clusters Score -1819685 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1819724.875000 Penalty: 3114.118652
	Iteration 13Q: 3 clusters Score -1819725 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -1819753.875000 Penalty: 3114.118652
	Iteration 14Q: 3 clusters Score -1819754 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1819775.875000 Penalty: 3114.118652
	Iteration 15Q: 3 clusters Score -1819776 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1819796.125000 Penalty: 3114.118652
	Iteration 16Q: 3 clusters Score -1819796 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1819814.375000 Penalty: 3114.118652
	Iteration 17Q: 3 clusters Score -1819814 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1819822.500000 Penalty: 3114.118652
	Iteration 18Q: 3 clusters Score -1819822 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1819835.875000 Penalty: 3114.118652
	Iteration 19Q: 3 clusters Score -1819836 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1819848.000000 Penalty: 3114.118652
	Iteration 20F: 3 clusters Score -1819848 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1819855.375000 Penalty: 3114.118652
	Iteration 21Q: 3 clusters Score -1819855 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1819868.750000 Penalty: 3114.118652
	Iteration 22Q: 3 clusters Score -1819869 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1819882.250000 Penalty: 3114.118652
	Iteration 23Q: 3 clusters Score -1819882 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1819893.125000 Penalty: 3114.118652
	Iteration 24Q: 3 clusters Score -1819893 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1819917.875000 Penalty: 3114.118652
	Iteration 25Q: 3 clusters Score -1819918 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1819944.250000 Penalty: 3114.118652
	Iteration 26Q: 3 clusters Score -1819944 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1819977.750000 Penalty: 3114.118652
	Iteration 27Q: 3 clusters Score -1819978 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1820025.875000 Penalty: 3114.118652
	Iteration 28Q: 3 clusters Score -1820026 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1820098.500000 Penalty: 3114.118652
	Iteration 29Q: 3 clusters Score -1820098 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1820214.500000 Penalty: 3114.118652
	Iteration 30Q: 3 clusters Score -1820214 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1820371.000000 Penalty: 3114.118652
	Iteration 31Q: 3 clusters Score -1820371 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1820570.750000 Penalty: 3114.118652
	Iteration 32Q: 3 clusters Score -1820571 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1820862.125000 Penalty: 3114.118652
	Iteration 33Q: 3 clusters Score -1820862 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1821149.875000 Penalty: 3114.118652
	Iteration 34Q: 3 clusters Score -1821150 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1821436.375000 Penalty: 3114.118652
	Iteration 35Q: 3 clusters Score -1821436 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1821623.750000 Penalty: 3114.118652
	Iteration 36Q: 3 clusters Score -1821624 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1821714.500000 Penalty: 3114.118652
	Iteration 37Q: 3 clusters Score -1821714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1821762.875000 Penalty: 3114.118652
	Iteration 38Q: 3 clusters Score -1821763 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1821794.875000 Penalty: 3114.118652
	Iteration 39Q: 3 clusters Score -1821795 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1821806.125000 Penalty: 3114.118652
	Iteration 40F: 3 clusters Score -1821806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1821808.500000 Penalty: 3114.118652
	Iteration 41Q: 3 clusters Score -1821808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1821814.750000 Penalty: 3114.118652
	Iteration 42Q: 3 clusters Score -1821815 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1821819.500000 Penalty: 3114.118652
	Iteration 43Q: 3 clusters Score -1821820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1821827.375000 Penalty: 3114.118652
	Iteration 44Q: 3 clusters Score -1821827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1821828.500000 Penalty: 3114.118652
	Iteration 45Q: 3 clusters Score -1821828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1821828.000000 Penalty: 3114.118652
	Iteration 46Q: 3 clusters Score -1821828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1821832.250000 Penalty: 3114.118652
	Iteration 47Q: 3 clusters Score -1821832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1821831.375000 Penalty: 3114.118652
	Iteration 48Q: 3 clusters Score -1821831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1821835.125000 Penalty: 3114.118652
	Iteration 49Q: 3 clusters Score -1821835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1821830.500000 Penalty: 3114.118652
	Iteration 50Q: 3 clusters Score -1821830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1821830.250000 Penalty: 3114.118652
	Iteration 51Q: 3 clusters Score -1821830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1821831.125000 Penalty: 3114.118652
	Iteration 52Q: 3 clusters Score -1821831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1821830.125000 Penalty: 3114.118652
	Iteration 53Q: 3 clusters Score -1821830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1821828.500000 Penalty: 3114.118652
	Iteration 54Q: 3 clusters Score -1821828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1821828.500000 Penalty: 3114.118652
	Iteration 55Q: 3 clusters Score -1821828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1821828.500000 Penalty: 3114.118652
	Iteration 56F: 3 clusters Score -1821828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -284159.218750 Penalty: 1260.242554
	Iteration 0F: 2 clusters Score -284159.2 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 1166 members 
Entering Unmasked Estep 
Score: -281838.750000 Penalty: 2520.485107
	Iteration 0F: 3 clusters Score -281838.8 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -282333.687500 Penalty: 2520.485107
	Iteration 1F: 3 clusters Score -282333.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -282439.187500 Penalty: 2520.485107
	Iteration 2F: 3 clusters Score -282439.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -282504.187500 Penalty: 2520.485107
	Iteration 3Q: 3 clusters Score -282504.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -282547.375000 Penalty: 2520.485107
	Iteration 4Q: 3 clusters Score -282547.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -282587.750000 Penalty: 2520.485107
	Iteration 5Q: 3 clusters Score -282587.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -282622.906250 Penalty: 2520.485107
	Iteration 6Q: 3 clusters Score -282622.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -282655.187500 Penalty: 2520.485107
	Iteration 7Q: 3 clusters Score -282655.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -282702.000000 Penalty: 2520.485107
	Iteration 8Q: 3 clusters Score -282702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -282761.187500 Penalty: 2520.485107
	Iteration 9Q: 3 clusters Score -282761.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -282835.781250 Penalty: 2520.485107
	Iteration 10Q: 3 clusters Score -282835.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -282906.781250 Penalty: 2520.485107
	Iteration 11Q: 3 clusters Score -282906.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -282971.437500 Penalty: 2520.485107
	Iteration 12Q: 3 clusters Score -282971.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -283048.250000 Penalty: 2520.485107
	Iteration 13Q: 3 clusters Score -283048.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -283125.593750 Penalty: 2520.485107
	Iteration 14Q: 3 clusters Score -283125.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -283177.093750 Penalty: 2520.485107
	Iteration 15Q: 3 clusters Score -283177.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -283214.156250 Penalty: 2520.485107
	Iteration 16Q: 3 clusters Score -283214.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -283254.750000 Penalty: 2520.485107
	Iteration 17Q: 3 clusters Score -283254.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -283278.000000 Penalty: 2520.485107
	Iteration 18Q: 3 clusters Score -283278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -283288.187500 Penalty: 2520.485107
	Iteration 19Q: 3 clusters Score -283288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -283292.531250 Penalty: 2520.485107
	Iteration 20F: 3 clusters Score -283292.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -283296.562500 Penalty: 2520.485107
	Iteration 21Q: 3 clusters Score -283296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -283297.218750 Penalty: 2520.485107
	Iteration 22Q: 3 clusters Score -283297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -283298.312500 Penalty: 2520.485107
	Iteration 23Q: 3 clusters Score -283298.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -283298.312500 Penalty: 2520.485107
	Iteration 24F: 3 clusters Score -283298.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -375177.312500 Penalty: 1303.026611
	Iteration 0F: 2 clusters Score -375177.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -372407.968750 Penalty: 2606.053223
	Iteration 0F: 3 clusters Score -372408 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -373096.062500 Penalty: 2606.053223
	Iteration 1F: 3 clusters Score -373096.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -373239.312500 Penalty: 2606.053223
	Iteration 2F: 3 clusters Score -373239.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -373326.125000 Penalty: 2606.053223
	Iteration 3F: 3 clusters Score -373326.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -373375.750000 Penalty: 2606.053223
	Iteration 4Q: 3 clusters Score -373375.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -373414.281250 Penalty: 2606.053223
	Iteration 5Q: 3 clusters Score -373414.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -373433.906250 Penalty: 2606.053223
	Iteration 6Q: 3 clusters Score -373433.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -373450.593750 Penalty: 2606.053223
	Iteration 7Q: 3 clusters Score -373450.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -373472.281250 Penalty: 2606.053223
	Iteration 8Q: 3 clusters Score -373472.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -373486.093750 Penalty: 2606.053223
	Iteration 9Q: 3 clusters Score -373486.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -373502.062500 Penalty: 2606.053223
	Iteration 10Q: 3 clusters Score -373502.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -373517.343750 Penalty: 2606.053223
	Iteration 11Q: 3 clusters Score -373517.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -373533.093750 Penalty: 2606.053223
	Iteration 12Q: 3 clusters Score -373533.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -373557.031250 Penalty: 2606.053223
	Iteration 13Q: 3 clusters Score -373557 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -373579.343750 Penalty: 2606.053223
	Iteration 14Q: 3 clusters Score -373579.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -373600.906250 Penalty: 2606.053223
	Iteration 15Q: 3 clusters Score -373600.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -373619.812500 Penalty: 2606.053223
	Iteration 16Q: 3 clusters Score -373619.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -373640.468750 Penalty: 2606.053223
	Iteration 17Q: 3 clusters Score -373640.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -373654.562500 Penalty: 2606.053223
	Iteration 18Q: 3 clusters Score -373654.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -373668.968750 Penalty: 2606.053223
	Iteration 19Q: 3 clusters Score -373669 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -373684.437500 Penalty: 2606.053223
	Iteration 20F: 3 clusters Score -373684.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -373696.375000 Penalty: 2606.053223
	Iteration 21Q: 3 clusters Score -373696.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -373711.218750 Penalty: 2606.053223
	Iteration 22Q: 3 clusters Score -373711.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -373721.156250 Penalty: 2606.053223
	Iteration 23Q: 3 clusters Score -373721.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -373737.625000 Penalty: 2606.053223
	Iteration 24Q: 3 clusters Score -373737.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -373745.781250 Penalty: 2606.053223
	Iteration 25Q: 3 clusters Score -373745.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -373753.781250 Penalty: 2606.053223
	Iteration 26Q: 3 clusters Score -373753.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -373760.625000 Penalty: 2606.053223
	Iteration 27Q: 3 clusters Score -373760.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -373768.156250 Penalty: 2606.053223
	Iteration 28Q: 3 clusters Score -373768.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -373778.843750 Penalty: 2606.053223
	Iteration 29Q: 3 clusters Score -373778.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -373787.781250 Penalty: 2606.053223
	Iteration 30Q: 3 clusters Score -373787.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -373799.031250 Penalty: 2606.053223
	Iteration 31Q: 3 clusters Score -373799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -373813.031250 Penalty: 2606.053223
	Iteration 32Q: 3 clusters Score -373813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -373833.781250 Penalty: 2606.053223
	Iteration 33Q: 3 clusters Score -373833.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -373868.000000 Penalty: 2606.053223
	Iteration 34Q: 3 clusters Score -373868 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -373902.125000 Penalty: 2606.053223
	Iteration 35Q: 3 clusters Score -373902.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -373931.312500 Penalty: 2606.053223
	Iteration 36Q: 3 clusters Score -373931.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -373959.843750 Penalty: 2606.053223
	Iteration 37Q: 3 clusters Score -373959.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -373989.281250 Penalty: 2606.053223
	Iteration 38Q: 3 clusters Score -373989.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -374020.468750 Penalty: 2606.053223
	Iteration 39Q: 3 clusters Score -374020.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -374047.781250 Penalty: 2606.053223
	Iteration 40F: 3 clusters Score -374047.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -374065.875000 Penalty: 2606.053223
	Iteration 41Q: 3 clusters Score -374065.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -374082.031250 Penalty: 2606.053223
	Iteration 42Q: 3 clusters Score -374082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -374091.593750 Penalty: 2606.053223
	Iteration 43Q: 3 clusters Score -374091.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -374099.968750 Penalty: 2606.053223
	Iteration 44Q: 3 clusters Score -374100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -374110.687500 Penalty: 2606.053223
	Iteration 45Q: 3 clusters Score -374110.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -374118.562500 Penalty: 2606.053223
	Iteration 46Q: 3 clusters Score -374118.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -374129.906250 Penalty: 2606.053223
	Iteration 47Q: 3 clusters Score -374129.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -374145.281250 Penalty: 2606.053223
	Iteration 48Q: 3 clusters Score -374145.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -374160.562500 Penalty: 2606.053223
	Iteration 49Q: 3 clusters Score -374160.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -374170.156250 Penalty: 2606.053223
	Iteration 50Q: 3 clusters Score -374170.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -374173.906250 Penalty: 2606.053223
	Iteration 51Q: 3 clusters Score -374173.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -374178.000000 Penalty: 2606.053223
	Iteration 52Q: 3 clusters Score -374178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -374182.156250 Penalty: 2606.053223
	Iteration 53Q: 3 clusters Score -374182.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -374187.437500 Penalty: 2606.053223
	Iteration 54Q: 3 clusters Score -374187.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -374188.750000 Penalty: 2606.053223
	Iteration 55Q: 3 clusters Score -374188.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -374190.687500 Penalty: 2606.053223
	Iteration 56Q: 3 clusters Score -374190.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -374193.125000 Penalty: 2606.053223
	Iteration 57Q: 3 clusters Score -374193.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -374194.375000 Penalty: 2606.053223
	Iteration 58Q: 3 clusters Score -374194.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -374195.125000 Penalty: 2606.053223
	Iteration 59Q: 3 clusters Score -374195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -374195.625000 Penalty: 2606.053223
	Iteration 60F: 3 clusters Score -374195.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -374196.406250 Penalty: 2606.053223
	Iteration 61Q: 3 clusters Score -374196.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -374196.875000 Penalty: 2606.053223
	Iteration 62Q: 3 clusters Score -374196.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -374197.250000 Penalty: 2606.053223
	Iteration 63Q: 3 clusters Score -374197.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -374197.375000 Penalty: 2606.053223
	Iteration 64Q: 3 clusters Score -374197.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -374197.375000 Penalty: 2606.053223
	Iteration 65F: 3 clusters Score -374197.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Entering Unmasked Estep 
Score: -688072.375000 Penalty: 1401.148682
	Iteration 0F: 2 clusters Score -688072.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -683734.250000 Penalty: 2802.297363
	Iteration 0F: 3 clusters Score -683734.2 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -684977.750000 Penalty: 2802.297363
	Iteration 1F: 3 clusters Score -684977.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -685160.562500 Penalty: 2802.297363
	Iteration 2F: 3 clusters Score -685160.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -685301.500000 Penalty: 2802.297363
	Iteration 3Q: 3 clusters Score -685301.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -685443.000000 Penalty: 2802.297363
	Iteration 4Q: 3 clusters Score -685443 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -685574.687500 Penalty: 2802.297363
	Iteration 5Q: 3 clusters Score -685574.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -685709.187500 Penalty: 2802.297363
	Iteration 6Q: 3 clusters Score -685709.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -685834.000000 Penalty: 2802.297363
	Iteration 7Q: 3 clusters Score -685834 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -685932.750000 Penalty: 2802.297363
	Iteration 8Q: 3 clusters Score -685932.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -686025.312500 Penalty: 2802.297363
	Iteration 9Q: 3 clusters Score -686025.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -686096.562500 Penalty: 2802.297363
	Iteration 10Q: 3 clusters Score -686096.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -686157.562500 Penalty: 2802.297363
	Iteration 11Q: 3 clusters Score -686157.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -686211.812500 Penalty: 2802.297363
	Iteration 12Q: 3 clusters Score -686211.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -686261.687500 Penalty: 2802.297363
	Iteration 13Q: 3 clusters Score -686261.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -686312.687500 Penalty: 2802.297363
	Iteration 14Q: 3 clusters Score -686312.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -686353.250000 Penalty: 2802.297363
	Iteration 15Q: 3 clusters Score -686353.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -686389.937500 Penalty: 2802.297363
	Iteration 16Q: 3 clusters Score -686389.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -686414.375000 Penalty: 2802.297363
	Iteration 17Q: 3 clusters Score -686414.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -686431.312500 Penalty: 2802.297363
	Iteration 18Q: 3 clusters Score -686431.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -686442.875000 Penalty: 2802.297363
	Iteration 19Q: 3 clusters Score -686442.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -686454.625000 Penalty: 2802.297363
	Iteration 20F: 3 clusters Score -686454.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -686469.125000 Penalty: 2802.297363
	Iteration 21Q: 3 clusters Score -686469.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -686488.125000 Penalty: 2802.297363
	Iteration 22Q: 3 clusters Score -686488.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -686500.937500 Penalty: 2802.297363
	Iteration 23Q: 3 clusters Score -686500.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -686511.562500 Penalty: 2802.297363
	Iteration 24Q: 3 clusters Score -686511.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -686522.375000 Penalty: 2802.297363
	Iteration 25Q: 3 clusters Score -686522.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -686532.937500 Penalty: 2802.297363
	Iteration 26Q: 3 clusters Score -686532.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -686550.062500 Penalty: 2802.297363
	Iteration 27Q: 3 clusters Score -686550.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -686564.375000 Penalty: 2802.297363
	Iteration 28Q: 3 clusters Score -686564.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -686576.312500 Penalty: 2802.297363
	Iteration 29Q: 3 clusters Score -686576.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -686588.437500 Penalty: 2802.297363
	Iteration 30Q: 3 clusters Score -686588.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -686599.500000 Penalty: 2802.297363
	Iteration 31Q: 3 clusters Score -686599.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -686616.250000 Penalty: 2802.297363
	Iteration 32Q: 3 clusters Score -686616.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -686637.812500 Penalty: 2802.297363
	Iteration 33Q: 3 clusters Score -686637.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -686660.500000 Penalty: 2802.297363
	Iteration 34Q: 3 clusters Score -686660.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -686677.187500 Penalty: 2802.297363
	Iteration 35Q: 3 clusters Score -686677.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -686696.000000 Penalty: 2802.297363
	Iteration 36Q: 3 clusters Score -686696 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -686713.312500 Penalty: 2802.297363
	Iteration 37Q: 3 clusters Score -686713.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -686732.187500 Penalty: 2802.297363
	Iteration 38Q: 3 clusters Score -686732.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -686745.687500 Penalty: 2802.297363
	Iteration 39Q: 3 clusters Score -686745.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -686757.687500 Penalty: 2802.297363
	Iteration 40F: 3 clusters Score -686757.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -686768.062500 Penalty: 2802.297363
	Iteration 41Q: 3 clusters Score -686768.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -686784.750000 Penalty: 2802.297363
	Iteration 42Q: 3 clusters Score -686784.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -686798.375000 Penalty: 2802.297363
	Iteration 43Q: 3 clusters Score -686798.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -686816.562500 Penalty: 2802.297363
	Iteration 44Q: 3 clusters Score -686816.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -686838.625000 Penalty: 2802.297363
	Iteration 45Q: 3 clusters Score -686838.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -686863.875000 Penalty: 2802.297363
	Iteration 46Q: 3 clusters Score -686863.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -686880.687500 Penalty: 2802.297363
	Iteration 47Q: 3 clusters Score -686880.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -686904.312500 Penalty: 2802.297363
	Iteration 48Q: 3 clusters Score -686904.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -686927.562500 Penalty: 2802.297363
	Iteration 49Q: 3 clusters Score -686927.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -686949.687500 Penalty: 2802.297363
	Iteration 50Q: 3 clusters Score -686949.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -686972.500000 Penalty: 2802.297363
	Iteration 51Q: 3 clusters Score -686972.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -687008.875000 Penalty: 2802.297363
	Iteration 52Q: 3 clusters Score -687008.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -687058.062500 Penalty: 2802.297363
	Iteration 53Q: 3 clusters Score -687058.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -687099.937500 Penalty: 2802.297363
	Iteration 54Q: 3 clusters Score -687099.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -687117.062500 Penalty: 2802.297363
	Iteration 55Q: 3 clusters Score -687117.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -687123.750000 Penalty: 2802.297363
	Iteration 56Q: 3 clusters Score -687123.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -687128.937500 Penalty: 2802.297363
	Iteration 57Q: 3 clusters Score -687128.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -687132.125000 Penalty: 2802.297363
	Iteration 58Q: 3 clusters Score -687132.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -687136.875000 Penalty: 2802.297363
	Iteration 59Q: 3 clusters Score -687136.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -687140.187500 Penalty: 2802.297363
	Iteration 60F: 3 clusters Score -687140.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -687140.375000 Penalty: 2802.297363
	Iteration 61Q: 3 clusters Score -687140.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -687140.937500 Penalty: 2802.297363
	Iteration 62Q: 3 clusters Score -687140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -687142.187500 Penalty: 2802.297363
	Iteration 63Q: 3 clusters Score -687142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -687144.187500 Penalty: 2802.297363
	Iteration 64Q: 3 clusters Score -687144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -687145.500000 Penalty: 2802.297363
	Iteration 65Q: 3 clusters Score -687145.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -687145.500000 Penalty: 2802.297363
	Iteration 66F: 3 clusters Score -687145.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -774728.562500 Penalty: 1424.792236
	Iteration 0F: 2 clusters Score -774728.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -769824.187500 Penalty: 2849.584473
	Iteration 0F: 3 clusters Score -769824.2 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -771532.875000 Penalty: 2849.584473
	Iteration 1F: 3 clusters Score -771532.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -771919.812500 Penalty: 2849.584473
	Iteration 2F: 3 clusters Score -771919.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -772222.875000 Penalty: 2849.584473
	Iteration 3F: 3 clusters Score -772222.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -772487.875000 Penalty: 2849.584473
	Iteration 4F: 3 clusters Score -772487.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -772709.375000 Penalty: 2849.584473
	Iteration 5F: 3 clusters Score -772709.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -772944.062500 Penalty: 2849.584473
	Iteration 6Q: 3 clusters Score -772944.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -773183.312500 Penalty: 2849.584473
	Iteration 7Q: 3 clusters Score -773183.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -773385.250000 Penalty: 2849.584473
	Iteration 8Q: 3 clusters Score -773385.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -773572.812500 Penalty: 2849.584473
	Iteration 9Q: 3 clusters Score -773572.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -773743.937500 Penalty: 2849.584473
	Iteration 10Q: 3 clusters Score -773743.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -773946.375000 Penalty: 2849.584473
	Iteration 11Q: 3 clusters Score -773946.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -774156.062500 Penalty: 2849.584473
	Iteration 12Q: 3 clusters Score -774156.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -774361.875000 Penalty: 2849.584473
	Iteration 13Q: 3 clusters Score -774361.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -774550.187500 Penalty: 2849.584473
	Iteration 14Q: 3 clusters Score -774550.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -774663.312500 Penalty: 2849.584473
	Iteration 15Q: 3 clusters Score -774663.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -774709.562500 Penalty: 2849.584473
	Iteration 16Q: 3 clusters Score -774709.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -774727.250000 Penalty: 2849.584473
	Iteration 17Q: 3 clusters Score -774727.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -774733.187500 Penalty: 2849.584473
	Iteration 18Q: 3 clusters Score -774733.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -774734.375000 Penalty: 2849.584473
	Iteration 19Q: 3 clusters Score -774734.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -774735.250000 Penalty: 2849.584473
	Iteration 20F: 3 clusters Score -774735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -774737.062500 Penalty: 2849.584473
	Iteration 21Q: 3 clusters Score -774737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -774736.750000 Penalty: 2849.584473
	Iteration 22Q: 3 clusters Score -774736.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -774736.375000 Penalty: 2849.584473
	Iteration 23Q: 3 clusters Score -774736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -774736.375000 Penalty: 2849.584473
	Iteration 24F: 3 clusters Score -774736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59888 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 19697 members 
Mstep: Class 9 contains 73964 members 
Mstep: Class 10 contains 17741 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31830 members 
Mstep: Class 13 contains 14688 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13981 members 
Mstep: Class 16 contains 5570 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 4397 members 
Mstep: Class 24 contains 17153 members 
Mstep: Class 25 contains 6468 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 19121 members 
Mstep: Class 31 contains 4147 members 
Mstep: Class 32 contains 20067 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14142 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 2028 members 
Entering Unmasked Estep 
Score: -48241516.000000 Penalty: 75489.773438
Splitting cluster 23 changes total score from -48242164.000000 to -48241516.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (17153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Entering Unmasked Estep 
Score: -2138354.500000 Penalty: 1584.363403
	Iteration 0F: 2 clusters Score -2138354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -2126529.000000 Penalty: 3168.726807
	Iteration 0F: 3 clusters Score -2126529 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -2130550.250000 Penalty: 3168.726807
	Iteration 1F: 3 clusters Score -2130550 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -2130758.750000 Penalty: 3168.726807
	Iteration 2Q: 3 clusters Score -2130759 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2130961.000000 Penalty: 3168.726807
	Iteration 3Q: 3 clusters Score -2130961 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2131126.000000 Penalty: 3168.726807
	Iteration 4Q: 3 clusters Score -2131126 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2131304.500000 Penalty: 3168.726807
	Iteration 5Q: 3 clusters Score -2131304 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -2131486.500000 Penalty: 3168.726807
	Iteration 6Q: 3 clusters Score -2131486 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2131659.750000 Penalty: 3168.726807
	Iteration 7Q: 3 clusters Score -2131660 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2131902.000000 Penalty: 3168.726807
	Iteration 8Q: 3 clusters Score -2131902 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2132199.000000 Penalty: 3168.726807
	Iteration 9Q: 3 clusters Score -2132199 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -2132660.500000 Penalty: 3168.726807
	Iteration 10Q: 3 clusters Score -2132660 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2133300.250000 Penalty: 3168.726807
	Iteration 11F: 3 clusters Score -2133300 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2134034.000000 Penalty: 3168.726807
	Iteration 12F: 3 clusters Score -2134034 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2134730.500000 Penalty: 3168.726807
	Iteration 13F: 3 clusters Score -2134730 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2135324.000000 Penalty: 3168.726807
	Iteration 14Q: 3 clusters Score -2135324 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2135758.500000 Penalty: 3168.726807
	Iteration 15Q: 3 clusters Score -2135758 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2136088.750000 Penalty: 3168.726807
	Iteration 16Q: 3 clusters Score -2136089 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2136341.000000 Penalty: 3168.726807
	Iteration 17Q: 3 clusters Score -2136341 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2136539.000000 Penalty: 3168.726807
	Iteration 18Q: 3 clusters Score -2136539 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2136668.500000 Penalty: 3168.726807
	Iteration 19Q: 3 clusters Score -2136668 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2136761.000000 Penalty: 3168.726807
	Iteration 20F: 3 clusters Score -2136761 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2136818.250000 Penalty: 3168.726807
	Iteration 21Q: 3 clusters Score -2136818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2136867.250000 Penalty: 3168.726807
	Iteration 22Q: 3 clusters Score -2136867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2136900.750000 Penalty: 3168.726807
	Iteration 23Q: 3 clusters Score -2136901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2136926.000000 Penalty: 3168.726807
	Iteration 24Q: 3 clusters Score -2136926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2136941.750000 Penalty: 3168.726807
	Iteration 25Q: 3 clusters Score -2136942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2136954.750000 Penalty: 3168.726807
	Iteration 26Q: 3 clusters Score -2136955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2136966.250000 Penalty: 3168.726807
	Iteration 27Q: 3 clusters Score -2136966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2136971.750000 Penalty: 3168.726807
	Iteration 28Q: 3 clusters Score -2136972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2136976.000000 Penalty: 3168.726807
	Iteration 29Q: 3 clusters Score -2136976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2136979.250000 Penalty: 3168.726807
	Iteration 30Q: 3 clusters Score -2136979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2136983.500000 Penalty: 3168.726807
	Iteration 31Q: 3 clusters Score -2136984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2136986.500000 Penalty: 3168.726807
	Iteration 32Q: 3 clusters Score -2136986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2136992.500000 Penalty: 3168.726807
	Iteration 33Q: 3 clusters Score -2136992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2136997.000000 Penalty: 3168.726807
	Iteration 34Q: 3 clusters Score -2136997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2137004.750000 Penalty: 3168.726807
	Iteration 35Q: 3 clusters Score -2137005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2137006.500000 Penalty: 3168.726807
	Iteration 36Q: 3 clusters Score -2137006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2137004.500000 Penalty: 3168.726807
	Iteration 37Q: 3 clusters Score -2137004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2137004.250000 Penalty: 3168.726807
	Iteration 38Q: 3 clusters Score -2137004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2137007.000000 Penalty: 3168.726807
	Iteration 39Q: 3 clusters Score -2137007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2137007.000000 Penalty: 3168.726807
	Iteration 40F: 3 clusters Score -2137007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Entering Unmasked Estep 
Score: -804353.312500 Penalty: 1425.876099
	Iteration 0F: 2 clusters Score -804353.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -799464.250000 Penalty: 2851.752197
	Iteration 0F: 3 clusters Score -799464.2 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -800890.312500 Penalty: 2851.752197
	Iteration 1F: 3 clusters Score -800890.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -801118.062500 Penalty: 2851.752197
	Iteration 2F: 3 clusters Score -801118.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -801297.437500 Penalty: 2851.752197
	Iteration 3F: 3 clusters Score -801297.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -801457.812500 Penalty: 2851.752197
	Iteration 4Q: 3 clusters Score -801457.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -801603.312500 Penalty: 2851.752197
	Iteration 5Q: 3 clusters Score -801603.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -801760.937500 Penalty: 2851.752197
	Iteration 6Q: 3 clusters Score -801760.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -801931.187500 Penalty: 2851.752197
	Iteration 7Q: 3 clusters Score -801931.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -802112.562500 Penalty: 2851.752197
	Iteration 8Q: 3 clusters Score -802112.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -802295.312500 Penalty: 2851.752197
	Iteration 9Q: 3 clusters Score -802295.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -802480.250000 Penalty: 2851.752197
	Iteration 10Q: 3 clusters Score -802480.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -802664.750000 Penalty: 2851.752197
	Iteration 11Q: 3 clusters Score -802664.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -802821.062500 Penalty: 2851.752197
	Iteration 12Q: 3 clusters Score -802821.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -802940.937500 Penalty: 2851.752197
	Iteration 13Q: 3 clusters Score -802940.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -803022.000000 Penalty: 2851.752197
	Iteration 14Q: 3 clusters Score -803022 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -803092.500000 Penalty: 2851.752197
	Iteration 15Q: 3 clusters Score -803092.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -803142.687500 Penalty: 2851.752197
	Iteration 16Q: 3 clusters Score -803142.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -803182.750000 Penalty: 2851.752197
	Iteration 17Q: 3 clusters Score -803182.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -803207.812500 Penalty: 2851.752197
	Iteration 18Q: 3 clusters Score -803207.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -803222.312500 Penalty: 2851.752197
	Iteration 19Q: 3 clusters Score -803222.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -803235.250000 Penalty: 2851.752197
	Iteration 20F: 3 clusters Score -803235.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -803247.312500 Penalty: 2851.752197
	Iteration 21Q: 3 clusters Score -803247.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -803257.062500 Penalty: 2851.752197
	Iteration 22Q: 3 clusters Score -803257.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -803269.062500 Penalty: 2851.752197
	Iteration 23Q: 3 clusters Score -803269.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -803301.375000 Penalty: 2851.752197
	Iteration 24Q: 3 clusters Score -803301.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -803332.875000 Penalty: 2851.752197
	Iteration 25Q: 3 clusters Score -803332.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -803358.312500 Penalty: 2851.752197
	Iteration 26Q: 3 clusters Score -803358.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -803372.125000 Penalty: 2851.752197
	Iteration 27Q: 3 clusters Score -803372.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -803383.187500 Penalty: 2851.752197
	Iteration 28Q: 3 clusters Score -803383.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -803387.500000 Penalty: 2851.752197
	Iteration 29Q: 3 clusters Score -803387.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -803388.250000 Penalty: 2851.752197
	Iteration 30Q: 3 clusters Score -803388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -803388.062500 Penalty: 2851.752197
	Iteration 31Q: 3 clusters Score -803388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -803389.062500 Penalty: 2851.752197
	Iteration 32Q: 3 clusters Score -803389.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -803390.187500 Penalty: 2851.752197
	Iteration 33Q: 3 clusters Score -803390.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -803390.187500 Penalty: 2851.752197
	Iteration 34F: 3 clusters Score -803390.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -158803.343750 Penalty: 1161.606201
	Iteration 0F: 2 clusters Score -158803.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -157173.890625 Penalty: 2323.212402
	Iteration 0F: 3 clusters Score -157173.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -157467.453125 Penalty: 2323.212402
	Iteration 1F: 3 clusters Score -157467.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -157541.562500 Penalty: 2323.212402
	Iteration 2F: 3 clusters Score -157541.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -157583.578125 Penalty: 2323.212402
	Iteration 3Q: 3 clusters Score -157583.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -157605.109375 Penalty: 2323.212402
	Iteration 4Q: 3 clusters Score -157605.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -157622.578125 Penalty: 2323.212402
	Iteration 5Q: 3 clusters Score -157622.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -157633.671875 Penalty: 2323.212402
	Iteration 6Q: 3 clusters Score -157633.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -157637.296875 Penalty: 2323.212402
	Iteration 7Q: 3 clusters Score -157637.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -157639.343750 Penalty: 2323.212402
	Iteration 8Q: 3 clusters Score -157639.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -157640.125000 Penalty: 2323.212402
	Iteration 9Q: 3 clusters Score -157640.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -157641.968750 Penalty: 2323.212402
	Iteration 10Q: 3 clusters Score -157642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -157641.968750 Penalty: 2323.212402
	Iteration 11F: 3 clusters Score -157642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -258767.125000 Penalty: 1246.974243
	Iteration 0F: 2 clusters Score -258767.1 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 1044 members 
Entering Unmasked Estep 
Score: -256632.500000 Penalty: 2493.948486
	Iteration 0F: 3 clusters Score -256632.5 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -257082.609375 Penalty: 2493.948486
	Iteration 1F: 3 clusters Score -257082.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -257182.640625 Penalty: 2493.948486
	Iteration 2F: 3 clusters Score -257182.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -257245.078125 Penalty: 2493.948486
	Iteration 3Q: 3 clusters Score -257245.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -257282.812500 Penalty: 2493.948486
	Iteration 4Q: 3 clusters Score -257282.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -257306.843750 Penalty: 2493.948486
	Iteration 5Q: 3 clusters Score -257306.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -257330.843750 Penalty: 2493.948486
	Iteration 6Q: 3 clusters Score -257330.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -257344.750000 Penalty: 2493.948486
	Iteration 7Q: 3 clusters Score -257344.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -257356.187500 Penalty: 2493.948486
	Iteration 8Q: 3 clusters Score -257356.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -257364.171875 Penalty: 2493.948486
	Iteration 9Q: 3 clusters Score -257364.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -257372.109375 Penalty: 2493.948486
	Iteration 10Q: 3 clusters Score -257372.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -257376.453125 Penalty: 2493.948486
	Iteration 11Q: 3 clusters Score -257376.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -257379.953125 Penalty: 2493.948486
	Iteration 12Q: 3 clusters Score -257380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -257385.875000 Penalty: 2493.948486
	Iteration 13Q: 3 clusters Score -257385.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -257390.906250 Penalty: 2493.948486
	Iteration 14Q: 3 clusters Score -257390.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -257394.859375 Penalty: 2493.948486
	Iteration 15Q: 3 clusters Score -257394.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -257396.484375 Penalty: 2493.948486
	Iteration 16Q: 3 clusters Score -257396.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -257400.375000 Penalty: 2493.948486
	Iteration 17Q: 3 clusters Score -257400.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -257407.140625 Penalty: 2493.948486
	Iteration 18Q: 3 clusters Score -257407.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -257415.078125 Penalty: 2493.948486
	Iteration 19Q: 3 clusters Score -257415.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -257422.562500 Penalty: 2493.948486
	Iteration 20F: 3 clusters Score -257422.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -257426.328125 Penalty: 2493.948486
	Iteration 21Q: 3 clusters Score -257426.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -257432.703125 Penalty: 2493.948486
	Iteration 22Q: 3 clusters Score -257432.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -257438.546875 Penalty: 2493.948486
	Iteration 23Q: 3 clusters Score -257438.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -257445.234375 Penalty: 2493.948486
	Iteration 24Q: 3 clusters Score -257445.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -257451.656250 Penalty: 2493.948486
	Iteration 25Q: 3 clusters Score -257451.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -257461.453125 Penalty: 2493.948486
	Iteration 26Q: 3 clusters Score -257461.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -257469.734375 Penalty: 2493.948486
	Iteration 27Q: 3 clusters Score -257469.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -257480.296875 Penalty: 2493.948486
	Iteration 28Q: 3 clusters Score -257480.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -257491.984375 Penalty: 2493.948486
	Iteration 29Q: 3 clusters Score -257492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -257503.718750 Penalty: 2493.948486
	Iteration 30Q: 3 clusters Score -257503.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -257517.187500 Penalty: 2493.948486
	Iteration 31Q: 3 clusters Score -257517.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -257528.000000 Penalty: 2493.948486
	Iteration 32Q: 3 clusters Score -257528 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -257540.125000 Penalty: 2493.948486
	Iteration 33Q: 3 clusters Score -257540.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -257558.656250 Penalty: 2493.948486
	Iteration 34Q: 3 clusters Score -257558.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -257588.781250 Penalty: 2493.948486
	Iteration 35Q: 3 clusters Score -257588.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -257617.140625 Penalty: 2493.948486
	Iteration 36Q: 3 clusters Score -257617.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -257636.390625 Penalty: 2493.948486
	Iteration 37Q: 3 clusters Score -257636.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -257649.828125 Penalty: 2493.948486
	Iteration 38Q: 3 clusters Score -257649.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -257662.062500 Penalty: 2493.948486
	Iteration 39Q: 3 clusters Score -257662.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -257670.781250 Penalty: 2493.948486
	Iteration 40F: 3 clusters Score -257670.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -257678.812500 Penalty: 2493.948486
	Iteration 41Q: 3 clusters Score -257678.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -257689.968750 Penalty: 2493.948486
	Iteration 42Q: 3 clusters Score -257690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -257700.968750 Penalty: 2493.948486
	Iteration 43Q: 3 clusters Score -257701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -257705.578125 Penalty: 2493.948486
	Iteration 44Q: 3 clusters Score -257705.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -257708.734375 Penalty: 2493.948486
	Iteration 45Q: 3 clusters Score -257708.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -257709.718750 Penalty: 2493.948486
	Iteration 46Q: 3 clusters Score -257709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -257710.265625 Penalty: 2493.948486
	Iteration 47Q: 3 clusters Score -257710.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -257710.265625 Penalty: 2493.948486
	Iteration 48F: 3 clusters Score -257710.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -184153.437500 Penalty: 1191.190796
	Iteration 0F: 2 clusters Score -184153.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -182399.765625 Penalty: 2382.381592
	Iteration 0F: 3 clusters Score -182399.8 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -182717.843750 Penalty: 2382.381592
	Iteration 1F: 3 clusters Score -182717.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -182800.968750 Penalty: 2382.381592
	Iteration 2F: 3 clusters Score -182801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -182844.359375 Penalty: 2382.381592
	Iteration 3Q: 3 clusters Score -182844.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -182863.906250 Penalty: 2382.381592
	Iteration 4Q: 3 clusters Score -182863.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -182876.406250 Penalty: 2382.381592
	Iteration 5Q: 3 clusters Score -182876.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -182885.796875 Penalty: 2382.381592
	Iteration 6Q: 3 clusters Score -182885.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -182896.890625 Penalty: 2382.381592
	Iteration 7Q: 3 clusters Score -182896.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -182902.421875 Penalty: 2382.381592
	Iteration 8Q: 3 clusters Score -182902.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -182907.281250 Penalty: 2382.381592
	Iteration 9Q: 3 clusters Score -182907.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -182909.734375 Penalty: 2382.381592
	Iteration 10Q: 3 clusters Score -182909.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -182913.234375 Penalty: 2382.381592
	Iteration 11Q: 3 clusters Score -182913.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -182915.203125 Penalty: 2382.381592
	Iteration 12Q: 3 clusters Score -182915.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -182915.750000 Penalty: 2382.381592
	Iteration 13Q: 3 clusters Score -182915.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -182915.750000 Penalty: 2382.381592
	Iteration 14F: 3 clusters Score -182915.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -345541.250000 Penalty: 1290.749390
	Iteration 0F: 2 clusters Score -345541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -342939.625000 Penalty: 2581.498779
	Iteration 0F: 3 clusters Score -342939.6 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -343582.687500 Penalty: 2581.498779
	Iteration 1F: 3 clusters Score -343582.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -343744.750000 Penalty: 2581.498779
	Iteration 2F: 3 clusters Score -343744.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -343834.125000 Penalty: 2581.498779
	Iteration 3F: 3 clusters Score -343834.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -343899.062500 Penalty: 2581.498779
	Iteration 4Q: 3 clusters Score -343899.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -343952.656250 Penalty: 2581.498779
	Iteration 5Q: 3 clusters Score -343952.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -343996.125000 Penalty: 2581.498779
	Iteration 6Q: 3 clusters Score -343996.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -344027.562500 Penalty: 2581.498779
	Iteration 7Q: 3 clusters Score -344027.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -344058.906250 Penalty: 2581.498779
	Iteration 8Q: 3 clusters Score -344058.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -344078.093750 Penalty: 2581.498779
	Iteration 9Q: 3 clusters Score -344078.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -344095.187500 Penalty: 2581.498779
	Iteration 10Q: 3 clusters Score -344095.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -344105.000000 Penalty: 2581.498779
	Iteration 11Q: 3 clusters Score -344105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -344118.343750 Penalty: 2581.498779
	Iteration 12Q: 3 clusters Score -344118.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -344126.750000 Penalty: 2581.498779
	Iteration 13Q: 3 clusters Score -344126.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -344132.906250 Penalty: 2581.498779
	Iteration 14Q: 3 clusters Score -344132.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -344138.500000 Penalty: 2581.498779
	Iteration 15Q: 3 clusters Score -344138.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -344143.843750 Penalty: 2581.498779
	Iteration 16Q: 3 clusters Score -344143.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -344148.531250 Penalty: 2581.498779
	Iteration 17Q: 3 clusters Score -344148.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -344152.000000 Penalty: 2581.498779
	Iteration 18Q: 3 clusters Score -344152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -344156.906250 Penalty: 2581.498779
	Iteration 19Q: 3 clusters Score -344156.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -344161.250000 Penalty: 2581.498779
	Iteration 20F: 3 clusters Score -344161.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -344163.500000 Penalty: 2581.498779
	Iteration 21Q: 3 clusters Score -344163.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -344164.468750 Penalty: 2581.498779
	Iteration 22Q: 3 clusters Score -344164.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -344164.562500 Penalty: 2581.498779
	Iteration 23Q: 3 clusters Score -344164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -344165.031250 Penalty: 2581.498779
	Iteration 24Q: 3 clusters Score -344165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -344165.656250 Penalty: 2581.498779
	Iteration 25Q: 3 clusters Score -344165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -344165.843750 Penalty: 2581.498779
	Iteration 26Q: 3 clusters Score -344165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -344166.468750 Penalty: 2581.498779
	Iteration 27Q: 3 clusters Score -344166.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -344166.500000 Penalty: 2581.498779
	Iteration 28Q: 3 clusters Score -344166.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -344166.500000 Penalty: 2581.498779
	Iteration 29F: 3 clusters Score -344166.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Entering Unmasked Estep 
Score: -2346751.250000 Penalty: 1602.013184
	Iteration 0F: 2 clusters Score -2346751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2333731.000000 Penalty: 3204.026367
	Iteration 0F: 3 clusters Score -2333731 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2338398.000000 Penalty: 3204.026367
	Iteration 1F: 3 clusters Score -2338398 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2338726.500000 Penalty: 3204.026367
	Iteration 2F: 3 clusters Score -2338726 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2339053.750000 Penalty: 3204.026367
	Iteration 3Q: 3 clusters Score -2339054 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2339401.250000 Penalty: 3204.026367
	Iteration 4Q: 3 clusters Score -2339401 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -2339821.250000 Penalty: 3204.026367
	Iteration 5Q: 3 clusters Score -2339821 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2340345.500000 Penalty: 3204.026367
	Iteration 6F: 3 clusters Score -2340346 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2340922.500000 Penalty: 3204.026367
	Iteration 7F: 3 clusters Score -2340922 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2341531.500000 Penalty: 3204.026367
	Iteration 8F: 3 clusters Score -2341532 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2342124.250000 Penalty: 3204.026367
	Iteration 9F: 3 clusters Score -2342124 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -2342678.250000 Penalty: 3204.026367
	Iteration 10Q: 3 clusters Score -2342678 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2343200.250000 Penalty: 3204.026367
	Iteration 11Q: 3 clusters Score -2343200 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2343670.750000 Penalty: 3204.026367
	Iteration 12Q: 3 clusters Score -2343671 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2344074.500000 Penalty: 3204.026367
	Iteration 13Q: 3 clusters Score -2344074 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2344425.000000 Penalty: 3204.026367
	Iteration 14Q: 3 clusters Score -2344425 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2344741.750000 Penalty: 3204.026367
	Iteration 15Q: 3 clusters Score -2344742 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2345061.250000 Penalty: 3204.026367
	Iteration 16Q: 3 clusters Score -2345061 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2345309.500000 Penalty: 3204.026367
	Iteration 17Q: 3 clusters Score -2345310 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2345514.500000 Penalty: 3204.026367
	Iteration 18Q: 3 clusters Score -2345514 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2345658.000000 Penalty: 3204.026367
	Iteration 19Q: 3 clusters Score -2345658 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2345751.750000 Penalty: 3204.026367
	Iteration 20F: 3 clusters Score -2345752 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2345820.000000 Penalty: 3204.026367
	Iteration 21Q: 3 clusters Score -2345820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2345861.750000 Penalty: 3204.026367
	Iteration 22Q: 3 clusters Score -2345862 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2345886.250000 Penalty: 3204.026367
	Iteration 23Q: 3 clusters Score -2345886 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2345902.500000 Penalty: 3204.026367
	Iteration 24Q: 3 clusters Score -2345902 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -2345908.250000 Penalty: 3204.026367
	Iteration 25Q: 3 clusters Score -2345908 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2345915.250000 Penalty: 3204.026367
	Iteration 26Q: 3 clusters Score -2345915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2345914.750000 Penalty: 3204.026367
	Iteration 27Q: 3 clusters Score -2345915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2345916.500000 Penalty: 3204.026367
	Iteration 28Q: 3 clusters Score -2345916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2345919.500000 Penalty: 3204.026367
	Iteration 29Q: 3 clusters Score -2345920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2345921.250000 Penalty: 3204.026367
	Iteration 30Q: 3 clusters Score -2345921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2345924.250000 Penalty: 3204.026367
	Iteration 31Q: 3 clusters Score -2345924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2345922.500000 Penalty: 3204.026367
	Iteration 32Q: 3 clusters Score -2345922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2345926.250000 Penalty: 3204.026367
	Iteration 33Q: 3 clusters Score -2345926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2345923.000000 Penalty: 3204.026367
	Iteration 34Q: 3 clusters Score -2345923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2345925.000000 Penalty: 3204.026367
	Iteration 35Q: 3 clusters Score -2345925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2345924.750000 Penalty: 3204.026367
	Iteration 36Q: 3 clusters Score -2345925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -2345927.750000 Penalty: 3204.026367
	Iteration 37Q: 3 clusters Score -2345928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2345930.500000 Penalty: 3204.026367
	Iteration 38Q: 3 clusters Score -2345930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2345929.000000 Penalty: 3204.026367
	Iteration 39Q: 3 clusters Score -2345929 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2345935.250000 Penalty: 3204.026367
	Iteration 40F: 3 clusters Score -2345935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2345932.000000 Penalty: 3204.026367
	Iteration 41Q: 3 clusters Score -2345932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2345936.500000 Penalty: 3204.026367
	Iteration 42Q: 3 clusters Score -2345936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2345935.750000 Penalty: 3204.026367
	Iteration 43Q: 3 clusters Score -2345936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2345938.500000 Penalty: 3204.026367
	Iteration 44Q: 3 clusters Score -2345938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2345938.500000 Penalty: 3204.026367
	Iteration 45Q: 3 clusters Score -2345938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2345938.500000 Penalty: 3204.026367
	Iteration 46F: 3 clusters Score -2345938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Entering Unmasked Estep 
Score: -502019.031250 Penalty: 1353.647827
	Iteration 0F: 2 clusters Score -502019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -498567.781250 Penalty: 2707.295654
	Iteration 0F: 3 clusters Score -498567.8 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -499598.718750 Penalty: 2707.295654
	Iteration 1F: 3 clusters Score -499598.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -500032.093750 Penalty: 2707.295654
	Iteration 2F: 3 clusters Score -500032.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -500433.750000 Penalty: 2707.295654
	Iteration 3F: 3 clusters Score -500433.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -500698.531250 Penalty: 2707.295654
	Iteration 4F: 3 clusters Score -500698.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -500831.625000 Penalty: 2707.295654
	Iteration 5Q: 3 clusters Score -500831.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -500898.843750 Penalty: 2707.295654
	Iteration 6Q: 3 clusters Score -500898.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -500931.218750 Penalty: 2707.295654
	Iteration 7Q: 3 clusters Score -500931.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -500946.562500 Penalty: 2707.295654
	Iteration 8Q: 3 clusters Score -500946.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -500954.781250 Penalty: 2707.295654
	Iteration 9Q: 3 clusters Score -500954.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -500961.625000 Penalty: 2707.295654
	Iteration 10Q: 3 clusters Score -500961.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -500967.843750 Penalty: 2707.295654
	Iteration 11Q: 3 clusters Score -500967.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -500970.250000 Penalty: 2707.295654
	Iteration 12Q: 3 clusters Score -500970.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -500973.312500 Penalty: 2707.295654
	Iteration 13Q: 3 clusters Score -500973.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -500974.906250 Penalty: 2707.295654
	Iteration 14Q: 3 clusters Score -500974.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -500977.562500 Penalty: 2707.295654
	Iteration 15Q: 3 clusters Score -500977.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -500979.906250 Penalty: 2707.295654
	Iteration 16Q: 3 clusters Score -500979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -500981.968750 Penalty: 2707.295654
	Iteration 17Q: 3 clusters Score -500982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -500982.656250 Penalty: 2707.295654
	Iteration 18Q: 3 clusters Score -500982.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -500983.968750 Penalty: 2707.295654
	Iteration 19Q: 3 clusters Score -500984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -500985.218750 Penalty: 2707.295654
	Iteration 20F: 3 clusters Score -500985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -500985.187500 Penalty: 2707.295654
	Iteration 21Q: 3 clusters Score -500985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -500986.218750 Penalty: 2707.295654
	Iteration 22Q: 3 clusters Score -500986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -500986.437500 Penalty: 2707.295654
	Iteration 23Q: 3 clusters Score -500986.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -500986.437500 Penalty: 2707.295654
	Iteration 24F: 3 clusters Score -500986.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (20067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Entering Unmasked Estep 
Score: -2489796.000000 Penalty: 1609.860107
	Iteration 0F: 2 clusters Score -2489796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2476243.500000 Penalty: 3219.720215
	Iteration 0F: 3 clusters Score -2476244 nChanged 9073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2481113.750000 Penalty: 3219.720215
	Iteration 1F: 3 clusters Score -2481114 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2481444.000000 Penalty: 3219.720215
	Iteration 2Q: 3 clusters Score -2481444 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2481820.500000 Penalty: 3219.720215
	Iteration 3Q: 3 clusters Score -2481820 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2482327.250000 Penalty: 3219.720215
	Iteration 4Q: 3 clusters Score -2482327 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2483042.750000 Penalty: 3219.720215
	Iteration 5F: 3 clusters Score -2483043 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2484055.500000 Penalty: 3219.720215
	Iteration 6F: 3 clusters Score -2484056 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2485305.000000 Penalty: 3219.720215
	Iteration 7F: 3 clusters Score -2485305 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -2486750.000000 Penalty: 3219.720215
	Iteration 8F: 3 clusters Score -2486750 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2487915.500000 Penalty: 3219.720215
	Iteration 9F: 3 clusters Score -2487916 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2488558.750000 Penalty: 3219.720215
	Iteration 10Q: 3 clusters Score -2488559 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2488873.000000 Penalty: 3219.720215
	Iteration 11Q: 3 clusters Score -2488873 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -2489026.000000 Penalty: 3219.720215
	Iteration 12Q: 3 clusters Score -2489026 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -2489130.000000 Penalty: 3219.720215
	Iteration 13Q: 3 clusters Score -2489130 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2489162.750000 Penalty: 3219.720215
	Iteration 14Q: 3 clusters Score -2489163 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2489190.000000 Penalty: 3219.720215
	Iteration 15Q: 3 clusters Score -2489190 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2489209.000000 Penalty: 3219.720215
	Iteration 16Q: 3 clusters Score -2489209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -2489216.250000 Penalty: 3219.720215
	Iteration 17Q: 3 clusters Score -2489216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -2489230.750000 Penalty: 3219.720215
	Iteration 18Q: 3 clusters Score -2489231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2489235.750000 Penalty: 3219.720215
	Iteration 19Q: 3 clusters Score -2489236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2489243.750000 Penalty: 3219.720215
	Iteration 20F: 3 clusters Score -2489244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2489245.000000 Penalty: 3219.720215
	Iteration 21Q: 3 clusters Score -2489245 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2489242.500000 Penalty: 3219.720215
	Iteration 22Q: 3 clusters Score -2489242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2489247.250000 Penalty: 3219.720215
	Iteration 23Q: 3 clusters Score -2489247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2489251.500000 Penalty: 3219.720215
	Iteration 24Q: 3 clusters Score -2489252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2489250.000000 Penalty: 3219.720215
	Iteration 25Q: 3 clusters Score -2489250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2489251.750000 Penalty: 3219.720215
	Iteration 26Q: 3 clusters Score -2489252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2489251.500000 Penalty: 3219.720215
	Iteration 27Q: 3 clusters Score -2489252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2489252.250000 Penalty: 3219.720215
	Iteration 28Q: 3 clusters Score -2489252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2489250.250000 Penalty: 3219.720215
	Iteration 29Q: 3 clusters Score -2489250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2489250.250000 Penalty: 3219.720215
	Iteration 30Q: 3 clusters Score -2489250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2489252.500000 Penalty: 3219.720215
	Iteration 31Q: 3 clusters Score -2489252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2489255.000000 Penalty: 3219.720215
	Iteration 32Q: 3 clusters Score -2489255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2489254.500000 Penalty: 3219.720215
	Iteration 33Q: 3 clusters Score -2489254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2489252.250000 Penalty: 3219.720215
	Iteration 34Q: 3 clusters Score -2489252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2489252.250000 Penalty: 3219.720215
	Iteration 35F: 3 clusters Score -2489252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Entering Unmasked Estep 
Score: -411486.812500 Penalty: 1321.660278
	Iteration 0F: 2 clusters Score -411486.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -408503.906250 Penalty: 2643.320557
	Iteration 0F: 3 clusters Score -408503.9 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -409310.656250 Penalty: 2643.320557
	Iteration 1F: 3 clusters Score -409310.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -409521.343750 Penalty: 2643.320557
	Iteration 2F: 3 clusters Score -409521.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -409698.125000 Penalty: 2643.320557
	Iteration 3F: 3 clusters Score -409698.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -409887.500000 Penalty: 2643.320557
	Iteration 4F: 3 clusters Score -409887.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -410134.468750 Penalty: 2643.320557
	Iteration 5F: 3 clusters Score -410134.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -410479.500000 Penalty: 2643.320557
	Iteration 6F: 3 clusters Score -410479.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -410803.468750 Penalty: 2643.320557
	Iteration 7F: 3 clusters Score -410803.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -411017.062500 Penalty: 2643.320557
	Iteration 8F: 3 clusters Score -411017.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -411181.312500 Penalty: 2643.320557
	Iteration 9Q: 3 clusters Score -411181.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -411268.343750 Penalty: 2643.320557
	Iteration 10Q: 3 clusters Score -411268.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -411331.187500 Penalty: 2643.320557
	Iteration 11Q: 3 clusters Score -411331.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -411414.312500 Penalty: 2643.320557
	Iteration 12Q: 3 clusters Score -411414.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -411555.875000 Penalty: 2643.320557
	Iteration 13Q: 3 clusters Score -411555.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -411726.250000 Penalty: 2643.320557
	Iteration 14Q: 3 clusters Score -411726.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -411784.218750 Penalty: 2643.320557
	Iteration 15Q: 3 clusters Score -411784.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -411808.906250 Penalty: 2643.320557
	Iteration 16Q: 3 clusters Score -411808.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -411832.937500 Penalty: 2643.320557
	Iteration 17Q: 3 clusters Score -411832.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -411852.125000 Penalty: 2643.320557
	Iteration 18Q: 3 clusters Score -411852.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -411859.125000 Penalty: 2643.320557
	Iteration 19Q: 3 clusters Score -411859.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -411865.531250 Penalty: 2643.320557
	Iteration 20F: 3 clusters Score -411865.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -411869.187500 Penalty: 2643.320557
	Iteration 21Q: 3 clusters Score -411869.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -411870.968750 Penalty: 2643.320557
	Iteration 22Q: 3 clusters Score -411871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -411872.093750 Penalty: 2643.320557
	Iteration 23Q: 3 clusters Score -411872.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -411873.625000 Penalty: 2643.320557
	Iteration 24Q: 3 clusters Score -411873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -411874.781250 Penalty: 2643.320557
	Iteration 25Q: 3 clusters Score -411874.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -411875.625000 Penalty: 2643.320557
	Iteration 26Q: 3 clusters Score -411875.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -411875.968750 Penalty: 2643.320557
	Iteration 27Q: 3 clusters Score -411876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -411875.875000 Penalty: 2643.320557
	Iteration 28Q: 3 clusters Score -411875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -411876.312500 Penalty: 2643.320557
	Iteration 29Q: 3 clusters Score -411876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -411876.406250 Penalty: 2643.320557
	Iteration 30Q: 3 clusters Score -411876.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -411876.687500 Penalty: 2643.320557
	Iteration 31Q: 3 clusters Score -411876.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -411877.031250 Penalty: 2643.320557
	Iteration 32Q: 3 clusters Score -411877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -411877.031250 Penalty: 2643.320557
	Iteration 33F: 3 clusters Score -411877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59888 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 19697 members 
Mstep: Class 9 contains 73964 members 
Mstep: Class 10 contains 17741 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31830 members 
Mstep: Class 13 contains 14688 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13981 members 
Mstep: Class 16 contains 5570 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6425 members 
Mstep: Class 24 contains 17153 members 
Mstep: Class 25 contains 6468 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 19121 members 
Mstep: Class 31 contains 4147 members 
Mstep: Class 32 contains 20067 members 
Mstep: Class 33 contains 1473 members 
Mstep: Class 34 contains 14142 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 1933 members 
Entering Unmasked Estep 
Score: -48241736.000000 Penalty: 75489.773438
Splitting cluster 33 changes total score from -48242164.000000 to -48241736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (14142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Entering Unmasked Estep 
Score: -1744582.875000 Penalty: 1552.997070
	Iteration 0F: 2 clusters Score -1744583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1734730.375000 Penalty: 3105.994141
	Iteration 0F: 3 clusters Score -1734730 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1738194.875000 Penalty: 3105.994141
	Iteration 1F: 3 clusters Score -1738195 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1738493.000000 Penalty: 3105.994141
	Iteration 2F: 3 clusters Score -1738493 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1738692.625000 Penalty: 3105.994141
	Iteration 3Q: 3 clusters Score -1738693 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1738859.000000 Penalty: 3105.994141
	Iteration 4Q: 3 clusters Score -1738859 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1739036.250000 Penalty: 3105.994141
	Iteration 5Q: 3 clusters Score -1739036 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1739240.250000 Penalty: 3105.994141
	Iteration 6Q: 3 clusters Score -1739240 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1739465.750000 Penalty: 3105.994141
	Iteration 7Q: 3 clusters Score -1739466 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1739713.250000 Penalty: 3105.994141
	Iteration 8Q: 3 clusters Score -1739713 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1739987.250000 Penalty: 3105.994141
	Iteration 9Q: 3 clusters Score -1739987 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1740306.125000 Penalty: 3105.994141
	Iteration 10Q: 3 clusters Score -1740306 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1740678.125000 Penalty: 3105.994141
	Iteration 11Q: 3 clusters Score -1740678 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1741064.875000 Penalty: 3105.994141
	Iteration 12Q: 3 clusters Score -1741065 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1741412.625000 Penalty: 3105.994141
	Iteration 13Q: 3 clusters Score -1741413 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1741740.625000 Penalty: 3105.994141
	Iteration 14Q: 3 clusters Score -1741741 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1742017.625000 Penalty: 3105.994141
	Iteration 15Q: 3 clusters Score -1742018 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1742247.250000 Penalty: 3105.994141
	Iteration 16Q: 3 clusters Score -1742247 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1742431.250000 Penalty: 3105.994141
	Iteration 17Q: 3 clusters Score -1742431 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1742592.000000 Penalty: 3105.994141
	Iteration 18Q: 3 clusters Score -1742592 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1742739.875000 Penalty: 3105.994141
	Iteration 19Q: 3 clusters Score -1742740 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1742857.625000 Penalty: 3105.994141
	Iteration 20F: 3 clusters Score -1742858 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1742951.250000 Penalty: 3105.994141
	Iteration 21Q: 3 clusters Score -1742951 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1743007.500000 Penalty: 3105.994141
	Iteration 22Q: 3 clusters Score -1743008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1743043.500000 Penalty: 3105.994141
	Iteration 23Q: 3 clusters Score -1743044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1743068.375000 Penalty: 3105.994141
	Iteration 24Q: 3 clusters Score -1743068 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1743100.250000 Penalty: 3105.994141
	Iteration 25Q: 3 clusters Score -1743100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1743122.875000 Penalty: 3105.994141
	Iteration 26Q: 3 clusters Score -1743123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1743144.500000 Penalty: 3105.994141
	Iteration 27Q: 3 clusters Score -1743144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1743161.750000 Penalty: 3105.994141
	Iteration 28Q: 3 clusters Score -1743162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1743168.375000 Penalty: 3105.994141
	Iteration 29Q: 3 clusters Score -1743168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1743177.125000 Penalty: 3105.994141
	Iteration 30Q: 3 clusters Score -1743177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1743185.875000 Penalty: 3105.994141
	Iteration 31Q: 3 clusters Score -1743186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1743188.625000 Penalty: 3105.994141
	Iteration 32Q: 3 clusters Score -1743189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1743192.500000 Penalty: 3105.994141
	Iteration 33Q: 3 clusters Score -1743192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1743193.125000 Penalty: 3105.994141
	Iteration 34Q: 3 clusters Score -1743193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1743198.375000 Penalty: 3105.994141
	Iteration 35Q: 3 clusters Score -1743198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1743201.500000 Penalty: 3105.994141
	Iteration 36Q: 3 clusters Score -1743202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1743202.125000 Penalty: 3105.994141
	Iteration 37Q: 3 clusters Score -1743202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1743204.000000 Penalty: 3105.994141
	Iteration 38Q: 3 clusters Score -1743204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1743204.500000 Penalty: 3105.994141
	Iteration 39Q: 3 clusters Score -1743204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1743212.500000 Penalty: 3105.994141
	Iteration 40F: 3 clusters Score -1743212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1743219.750000 Penalty: 3105.994141
	Iteration 41Q: 3 clusters Score -1743220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1743224.500000 Penalty: 3105.994141
	Iteration 42Q: 3 clusters Score -1743224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1743227.125000 Penalty: 3105.994141
	Iteration 43Q: 3 clusters Score -1743227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1743235.625000 Penalty: 3105.994141
	Iteration 44Q: 3 clusters Score -1743236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1743238.375000 Penalty: 3105.994141
	Iteration 45Q: 3 clusters Score -1743238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1743240.500000 Penalty: 3105.994141
	Iteration 46Q: 3 clusters Score -1743240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1743242.125000 Penalty: 3105.994141
	Iteration 47Q: 3 clusters Score -1743242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1743244.375000 Penalty: 3105.994141
	Iteration 48Q: 3 clusters Score -1743244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1743244.375000 Penalty: 3105.994141
	Iteration 49F: 3 clusters Score -1743244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -103113.468750 Penalty: 1096.863892
	Iteration 0F: 2 clusters Score -103113.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101782.359375 Penalty: 2193.727783
	Iteration 0F: 3 clusters Score -101782.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -102008.718750 Penalty: 2193.727783
	Iteration 1F: 3 clusters Score -102008.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -102072.718750 Penalty: 2193.727783
	Iteration 2F: 3 clusters Score -102072.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102100.312500 Penalty: 2193.727783
	Iteration 3Q: 3 clusters Score -102100.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102112.812500 Penalty: 2193.727783
	Iteration 4Q: 3 clusters Score -102112.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -102119.765625 Penalty: 2193.727783
	Iteration 5Q: 3 clusters Score -102119.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -102126.546875 Penalty: 2193.727783
	Iteration 6Q: 3 clusters Score -102126.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102129.515625 Penalty: 2193.727783
	Iteration 7Q: 3 clusters Score -102129.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -102131.468750 Penalty: 2193.727783
	Iteration 8Q: 3 clusters Score -102131.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -102133.414062 Penalty: 2193.727783
	Iteration 9Q: 3 clusters Score -102133.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102134.304688 Penalty: 2193.727783
	Iteration 10Q: 3 clusters Score -102134.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102134.304688 Penalty: 2193.727783
	Iteration 11F: 3 clusters Score -102134.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59888 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3231 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5523 members 
Mstep: Class 8 contains 19697 members 
Mstep: Class 9 contains 73964 members 
Mstep: Class 10 contains 17741 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31830 members 
Mstep: Class 13 contains 14688 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13981 members 
Mstep: Class 16 contains 5570 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14500 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6425 members 
Mstep: Class 24 contains 17153 members 
Mstep: Class 25 contains 6468 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 19121 members 
Mstep: Class 31 contains 4147 members 
Mstep: Class 32 contains 20067 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14142 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242176.000000 Penalty: 73392.835938
Iteration 159Q: 36 clusters Score -4.824218e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59893 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3229 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5531 members 
Mstep: Class 8 contains 19700 members 
Mstep: Class 9 contains 73963 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31853 members 
Mstep: Class 13 contains 14693 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13984 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 17139 members 
Mstep: Class 25 contains 6464 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 19112 members 
Mstep: Class 31 contains 4149 members 
Mstep: Class 32 contains 20056 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14144 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242152.000000 Penalty: 73392.835938
Iteration 160F: 36 clusters Score -4.824215e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59898 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3227 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5533 members 
Mstep: Class 8 contains 19702 members 
Mstep: Class 9 contains 73956 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31877 members 
Mstep: Class 13 contains 14700 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13991 members 
Mstep: Class 16 contains 5554 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14501 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 17123 members 
Mstep: Class 25 contains 6461 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 19105 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 20047 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14144 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242172.000000 Penalty: 73392.835938
Iteration 161Q: 36 clusters Score -4.824217e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59900 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3226 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 5538 members 
Mstep: Class 8 contains 19701 members 
Mstep: Class 9 contains 73950 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31896 members 
Mstep: Class 13 contains 14707 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 13995 members 
Mstep: Class 16 contains 5548 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9073 members 
Mstep: Class 19 contains 14502 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 17113 members 
Mstep: Class 25 contains 6461 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2816 members 
Mstep: Class 30 contains 19099 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 20039 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14144 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242180.000000 Penalty: 73392.835938
Iteration 162Q: 36 clusters Score -4.824218e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59902 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3226 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 5542 members 
Mstep: Class 8 contains 19702 members 
Mstep: Class 9 contains 73948 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31911 members 
Mstep: Class 13 contains 14715 members 
Mstep: Class 14 contains 3497 members 
Mstep: Class 15 contains 13994 members 
Mstep: Class 16 contains 5544 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9072 members 
Mstep: Class 19 contains 14502 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6425 members 
Mstep: Class 24 contains 17104 members 
Mstep: Class 25 contains 6461 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2817 members 
Mstep: Class 30 contains 19096 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 20030 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14144 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242164.000000 Penalty: 73392.835938
Iteration 163Q: 36 clusters Score -4.824216e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59906 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3226 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 5546 members 
Mstep: Class 8 contains 19701 members 
Mstep: Class 9 contains 73945 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31931 members 
Mstep: Class 13 contains 14730 members 
Mstep: Class 14 contains 3497 members 
Mstep: Class 15 contains 13996 members 
Mstep: Class 16 contains 5540 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9070 members 
Mstep: Class 19 contains 14502 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 17093 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19089 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 20009 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242152.000000 Penalty: 73392.835938
Iteration 164Q: 36 clusters Score -4.824215e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59908 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3226 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5557 members 
Mstep: Class 8 contains 19705 members 
Mstep: Class 9 contains 73940 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31940 members 
Mstep: Class 13 contains 14747 members 
Mstep: Class 14 contains 3497 members 
Mstep: Class 15 contains 13998 members 
Mstep: Class 16 contains 5538 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9068 members 
Mstep: Class 19 contains 14502 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 17080 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19084 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19992 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242216.000000 Penalty: 73392.835938
Iteration 165Q: 36 clusters Score -4.824222e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59912 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5563 members 
Mstep: Class 8 contains 19713 members 
Mstep: Class 9 contains 73937 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2124 members 
Mstep: Class 12 contains 31950 members 
Mstep: Class 13 contains 14754 members 
Mstep: Class 14 contains 3497 members 
Mstep: Class 15 contains 14004 members 
Mstep: Class 16 contains 5535 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9068 members 
Mstep: Class 19 contains 14502 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 17068 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19076 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19980 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242284.000000 Penalty: 73392.835938
Iteration 166Q: 36 clusters Score -4.824228e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59921 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3223 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5569 members 
Mstep: Class 8 contains 19714 members 
Mstep: Class 9 contains 73927 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 31972 members 
Mstep: Class 13 contains 14767 members 
Mstep: Class 14 contains 3497 members 
Mstep: Class 15 contains 14006 members 
Mstep: Class 16 contains 5530 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9068 members 
Mstep: Class 19 contains 14502 members 
Mstep: Class 20 contains 2334 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 17055 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19070 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19961 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242264.000000 Penalty: 73392.835938
Iteration 167Q: 36 clusters Score -4.824226e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59926 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5570 members 
Mstep: Class 8 contains 19710 members 
Mstep: Class 9 contains 73919 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 32002 members 
Mstep: Class 13 contains 14776 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 14006 members 
Mstep: Class 16 contains 5524 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9067 members 
Mstep: Class 19 contains 14502 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 17043 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19067 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19951 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14144 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242288.000000 Penalty: 73392.835938
Iteration 168Q: 36 clusters Score -4.824229e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59928 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 73913 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 32026 members 
Mstep: Class 13 contains 14785 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14006 members 
Mstep: Class 16 contains 5519 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9065 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 17037 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19059 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19946 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242292.000000 Penalty: 73392.835938
Iteration 169Q: 36 clusters Score -4.824229e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59924 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10201 members 
Mstep: Class 7 contains 5579 members 
Mstep: Class 8 contains 19703 members 
Mstep: Class 9 contains 73901 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 32047 members 
Mstep: Class 13 contains 14791 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14009 members 
Mstep: Class 16 contains 5515 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9063 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 17032 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19057 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19942 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242288.000000 Penalty: 73392.835938
Iteration 170Q: 36 clusters Score -4.824229e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59925 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5577 members 
Mstep: Class 8 contains 19703 members 
Mstep: Class 9 contains 73895 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 32060 members 
Mstep: Class 13 contains 14795 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14011 members 
Mstep: Class 16 contains 5511 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9062 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 17028 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19055 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19939 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242240.000000 Penalty: 73392.835938
Iteration 171Q: 36 clusters Score -4.824224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59921 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5577 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 73895 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 32072 members 
Mstep: Class 13 contains 14798 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14011 members 
Mstep: Class 16 contains 5507 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9059 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 17027 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19052 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19938 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242272.000000 Penalty: 73392.835938
Iteration 172Q: 36 clusters Score -4.824227e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59922 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 73893 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 32085 members 
Mstep: Class 13 contains 14798 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14012 members 
Mstep: Class 16 contains 5503 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 17024 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19050 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19937 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242296.000000 Penalty: 73392.835938
Iteration 173Q: 36 clusters Score -4.82423e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59925 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5575 members 
Mstep: Class 8 contains 19703 members 
Mstep: Class 9 contains 73892 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 32096 members 
Mstep: Class 13 contains 14798 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14015 members 
Mstep: Class 16 contains 5498 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 17017 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19047 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19937 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242316.000000 Penalty: 73392.835938
Iteration 174Q: 36 clusters Score -4.824232e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59926 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19705 members 
Mstep: Class 9 contains 73891 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 32109 members 
Mstep: Class 13 contains 14798 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14014 members 
Mstep: Class 16 contains 5493 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 17013 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19044 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19937 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242340.000000 Penalty: 73392.835938
Iteration 175Q: 36 clusters Score -4.824234e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59928 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19705 members 
Mstep: Class 9 contains 73890 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 32122 members 
Mstep: Class 13 contains 14798 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 5490 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 17009 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19038 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19937 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242348.000000 Penalty: 73392.835938
Iteration 176Q: 36 clusters Score -4.824235e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59931 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5572 members 
Mstep: Class 8 contains 19703 members 
Mstep: Class 9 contains 73890 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 32134 members 
Mstep: Class 13 contains 14798 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14015 members 
Mstep: Class 16 contains 5486 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 17003 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19034 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19937 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242364.000000 Penalty: 73392.835938
Iteration 177Q: 36 clusters Score -4.824236e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59934 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 8 contains 19703 members 
Mstep: Class 9 contains 73888 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 32145 members 
Mstep: Class 13 contains 14799 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14017 members 
Mstep: Class 16 contains 5480 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16999 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19028 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19936 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242348.000000 Penalty: 73392.835938
Iteration 178Q: 36 clusters Score -4.824235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59933 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 8 contains 19702 members 
Mstep: Class 9 contains 73890 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 32149 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16997 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19027 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19935 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242372.000000 Penalty: 73392.835938
Iteration 179Q: 36 clusters Score -4.824237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59935 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19702 members 
Mstep: Class 9 contains 73892 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 32154 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14017 members 
Mstep: Class 16 contains 5473 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16994 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19025 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19936 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242348.000000 Penalty: 73392.835938
Iteration 180F: 36 clusters Score -4.824235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59938 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10204 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 8 contains 19703 members 
Mstep: Class 9 contains 73890 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2125 members 
Mstep: Class 12 contains 32157 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14019 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16992 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19023 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19934 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242368.000000 Penalty: 73392.835938
Iteration 181Q: 36 clusters Score -4.824237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59941 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 73888 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2126 members 
Mstep: Class 12 contains 32162 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14016 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16991 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19022 members 
Mstep: Class 31 contains 4150 members 
Mstep: Class 32 contains 19933 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242328.000000 Penalty: 73392.835938
Iteration 182Q: 36 clusters Score -4.824233e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59943 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5573 members 
Mstep: Class 8 contains 19701 members 
Mstep: Class 9 contains 73886 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32169 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14014 members 
Mstep: Class 16 contains 5471 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9058 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16987 members 
Mstep: Class 25 contains 6463 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19023 members 
Mstep: Class 31 contains 4151 members 
Mstep: Class 32 contains 19933 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242324.000000 Penalty: 73392.835938
Iteration 183Q: 36 clusters Score -4.824232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59944 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 8 contains 19700 members 
Mstep: Class 9 contains 73886 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32173 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 5470 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9057 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16986 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19023 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19932 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242304.000000 Penalty: 73392.835938
Iteration 184Q: 36 clusters Score -4.82423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59944 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 8 contains 19701 members 
Mstep: Class 9 contains 73887 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32177 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 5468 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9055 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16985 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19022 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19932 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242324.000000 Penalty: 73392.835938
Iteration 185Q: 36 clusters Score -4.824232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59943 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5574 members 
Mstep: Class 8 contains 19700 members 
Mstep: Class 9 contains 73886 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32182 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 5465 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9055 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16985 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19022 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19932 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242324.000000 Penalty: 73392.835938
Iteration 186Q: 36 clusters Score -4.824232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59944 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5577 members 
Mstep: Class 8 contains 19700 members 
Mstep: Class 9 contains 73886 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32187 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 5460 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9055 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16981 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19022 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19932 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242368.000000 Penalty: 73392.835938
Iteration 187Q: 36 clusters Score -4.824237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59945 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5578 members 
Mstep: Class 8 contains 19700 members 
Mstep: Class 9 contains 73886 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32192 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 5457 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9055 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16978 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19022 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19931 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242372.000000 Penalty: 73392.835938
Iteration 188Q: 36 clusters Score -4.824237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59946 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5580 members 
Mstep: Class 8 contains 19699 members 
Mstep: Class 9 contains 73884 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32199 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 5455 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9055 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16975 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19021 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19930 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242376.000000 Penalty: 73392.835938
Iteration 189Q: 36 clusters Score -4.824238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59945 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5582 members 
Mstep: Class 8 contains 19699 members 
Mstep: Class 9 contains 73882 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32205 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 5451 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9055 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16973 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19022 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19930 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242348.000000 Penalty: 73392.835938
Iteration 190Q: 36 clusters Score -4.824235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59946 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5587 members 
Mstep: Class 8 contains 19699 members 
Mstep: Class 9 contains 73881 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32211 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14012 members 
Mstep: Class 16 contains 5446 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9055 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16968 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19022 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19930 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242348.000000 Penalty: 73392.835938
Iteration 191Q: 36 clusters Score -4.824235e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59946 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5590 members 
Mstep: Class 8 contains 19699 members 
Mstep: Class 9 contains 73877 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32222 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 5440 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9055 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16962 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19023 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19930 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242408.000000 Penalty: 73392.835938
Iteration 192Q: 36 clusters Score -4.824241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59947 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5592 members 
Mstep: Class 8 contains 19698 members 
Mstep: Class 9 contains 73874 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32234 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 5434 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9055 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16957 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19023 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19930 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242388.000000 Penalty: 73392.835938
Iteration 193Q: 36 clusters Score -4.824239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59951 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5593 members 
Mstep: Class 8 contains 19698 members 
Mstep: Class 9 contains 73873 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32249 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 5428 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9054 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16948 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19020 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19930 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242388.000000 Penalty: 73392.835938
Iteration 194Q: 36 clusters Score -4.824239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59952 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5596 members 
Mstep: Class 8 contains 19697 members 
Mstep: Class 9 contains 73873 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32260 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 5421 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9054 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16943 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19019 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19930 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242396.000000 Penalty: 73392.835938
Iteration 195Q: 36 clusters Score -4.82424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59953 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5601 members 
Mstep: Class 8 contains 19698 members 
Mstep: Class 9 contains 73874 members 
Mstep: Class 10 contains 17738 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32265 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14016 members 
Mstep: Class 16 contains 5417 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9054 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16932 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19019 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19930 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242376.000000 Penalty: 73392.835938
Iteration 196Q: 36 clusters Score -4.824238e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59953 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 5606 members 
Mstep: Class 8 contains 19696 members 
Mstep: Class 9 contains 73876 members 
Mstep: Class 10 contains 17738 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32273 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14016 members 
Mstep: Class 16 contains 5413 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9054 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16924 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19018 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19930 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242408.000000 Penalty: 73392.835938
Iteration 197Q: 36 clusters Score -4.824241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59956 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 5611 members 
Mstep: Class 8 contains 19699 members 
Mstep: Class 9 contains 73874 members 
Mstep: Class 10 contains 17737 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32273 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 5410 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9054 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 16918 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19017 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19930 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242444.000000 Penalty: 73392.835938
Iteration 198Q: 36 clusters Score -4.824244e+07 nChanged 19
Entering ConstructFrom: 
Score: -48242444.000000 Penalty: 73392.835938
Entering ConstructFrom: 
Trying to split cluster 1 (1178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Entering Unmasked Estep 
Score: -134921.515625 Penalty: 1149.130615
	Iteration 0F: 2 clusters Score -134921.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -133376.890625 Penalty: 2298.261230
	Iteration 0F: 3 clusters Score -133376.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -133641.031250 Penalty: 2298.261230
	Iteration 1F: 3 clusters Score -133641 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -133741.546875 Penalty: 2298.261230
	Iteration 2F: 3 clusters Score -133741.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -133797.906250 Penalty: 2298.261230
	Iteration 3Q: 3 clusters Score -133797.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -133837.687500 Penalty: 2298.261230
	Iteration 4Q: 3 clusters Score -133837.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -133864.968750 Penalty: 2298.261230
	Iteration 5Q: 3 clusters Score -133865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -133884.140625 Penalty: 2298.261230
	Iteration 6Q: 3 clusters Score -133884.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -133903.343750 Penalty: 2298.261230
	Iteration 7Q: 3 clusters Score -133903.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -133922.609375 Penalty: 2298.261230
	Iteration 8Q: 3 clusters Score -133922.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -133946.484375 Penalty: 2298.261230
	Iteration 9Q: 3 clusters Score -133946.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -133980.953125 Penalty: 2298.261230
	Iteration 10Q: 3 clusters Score -133981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -134015.343750 Penalty: 2298.261230
	Iteration 11Q: 3 clusters Score -134015.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -134048.890625 Penalty: 2298.261230
	Iteration 12Q: 3 clusters Score -134048.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -134089.890625 Penalty: 2298.261230
	Iteration 13Q: 3 clusters Score -134089.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -134122.984375 Penalty: 2298.261230
	Iteration 14Q: 3 clusters Score -134123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -134155.046875 Penalty: 2298.261230
	Iteration 15Q: 3 clusters Score -134155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -134179.328125 Penalty: 2298.261230
	Iteration 16Q: 3 clusters Score -134179.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -134198.046875 Penalty: 2298.261230
	Iteration 17Q: 3 clusters Score -134198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -134211.812500 Penalty: 2298.261230
	Iteration 18Q: 3 clusters Score -134211.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -134224.765625 Penalty: 2298.261230
	Iteration 19Q: 3 clusters Score -134224.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -134231.734375 Penalty: 2298.261230
	Iteration 20F: 3 clusters Score -134231.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -134236.890625 Penalty: 2298.261230
	Iteration 21Q: 3 clusters Score -134236.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -134239.062500 Penalty: 2298.261230
	Iteration 22Q: 3 clusters Score -134239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -134240.593750 Penalty: 2298.261230
	Iteration 23Q: 3 clusters Score -134240.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -134240.593750 Penalty: 2298.261230
	Iteration 24F: 3 clusters Score -134240.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -152322.187500 Penalty: 1165.269409
	Iteration 0F: 2 clusters Score -152322.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -150666.937500 Penalty: 2330.538818
	Iteration 0F: 3 clusters Score -150666.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -151011.015625 Penalty: 2330.538818
	Iteration 1F: 3 clusters Score -151011 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -151103.484375 Penalty: 2330.538818
	Iteration 2F: 3 clusters Score -151103.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -151177.296875 Penalty: 2330.538818
	Iteration 3F: 3 clusters Score -151177.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -151237.281250 Penalty: 2330.538818
	Iteration 4Q: 3 clusters Score -151237.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -151279.078125 Penalty: 2330.538818
	Iteration 5Q: 3 clusters Score -151279.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -151315.640625 Penalty: 2330.538818
	Iteration 6Q: 3 clusters Score -151315.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -151364.921875 Penalty: 2330.538818
	Iteration 7Q: 3 clusters Score -151364.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -151410.578125 Penalty: 2330.538818
	Iteration 8Q: 3 clusters Score -151410.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -151445.359375 Penalty: 2330.538818
	Iteration 9Q: 3 clusters Score -151445.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -151477.859375 Penalty: 2330.538818
	Iteration 10Q: 3 clusters Score -151477.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -151512.531250 Penalty: 2330.538818
	Iteration 11Q: 3 clusters Score -151512.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151533.359375 Penalty: 2330.538818
	Iteration 12Q: 3 clusters Score -151533.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -151544.468750 Penalty: 2330.538818
	Iteration 13Q: 3 clusters Score -151544.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -151557.515625 Penalty: 2330.538818
	Iteration 14Q: 3 clusters Score -151557.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -151568.078125 Penalty: 2330.538818
	Iteration 15Q: 3 clusters Score -151568.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -151574.984375 Penalty: 2330.538818
	Iteration 16Q: 3 clusters Score -151575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -151578.265625 Penalty: 2330.538818
	Iteration 17Q: 3 clusters Score -151578.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -151584.578125 Penalty: 2330.538818
	Iteration 18Q: 3 clusters Score -151584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -151587.046875 Penalty: 2330.538818
	Iteration 19Q: 3 clusters Score -151587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -151588.171875 Penalty: 2330.538818
	Iteration 20F: 3 clusters Score -151588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -151589.062500 Penalty: 2330.538818
	Iteration 21Q: 3 clusters Score -151589.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -151589.062500 Penalty: 2330.538818
	Iteration 22F: 3 clusters Score -151589.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (59958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59958 members 
Entering Unmasked Estep 
Score: -7398669.500000 Penalty: 1787.727539
	Iteration 0F: 2 clusters Score -7398670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -7359561.000000 Penalty: 3575.455078
	Iteration 0F: 3 clusters Score -7359561 nChanged 28329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -7375713.000000 Penalty: 3575.455078
	Iteration 1F: 3 clusters Score -7375713 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -7376550.000000 Penalty: 3575.455078
	Iteration 2Q: 3 clusters Score -7376550 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -7377641.000000 Penalty: 3575.455078
	Iteration 3Q: 3 clusters Score -7377641 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -7379110.000000 Penalty: 3575.455078
	Iteration 4Q: 3 clusters Score -7379110 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -7380994.000000 Penalty: 3575.455078
	Iteration 5F: 3 clusters Score -7380994 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -7383248.500000 Penalty: 3575.455078
	Iteration 6F: 3 clusters Score -7383248 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -7385557.000000 Penalty: 3575.455078
	Iteration 7F: 3 clusters Score -7385557 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -7387538.500000 Penalty: 3575.455078
	Iteration 8F: 3 clusters Score -7387538 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -7389165.000000 Penalty: 3575.455078
	Iteration 9Q: 3 clusters Score -7389165 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47231 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -7390294.000000 Penalty: 3575.455078
	Iteration 10Q: 3 clusters Score -7390294 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -7391221.500000 Penalty: 3575.455078
	Iteration 11Q: 3 clusters Score -7391222 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -7392043.500000 Penalty: 3575.455078
	Iteration 12Q: 3 clusters Score -7392044 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -7392775.000000 Penalty: 3575.455078
	Iteration 13Q: 3 clusters Score -7392775 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52877 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -7393533.000000 Penalty: 3575.455078
	Iteration 14Q: 3 clusters Score -7393533 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -7394158.500000 Penalty: 3575.455078
	Iteration 15Q: 3 clusters Score -7394158 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54803 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -7394720.500000 Penalty: 3575.455078
	Iteration 16Q: 3 clusters Score -7394720 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -7395215.500000 Penalty: 3575.455078
	Iteration 17Q: 3 clusters Score -7395216 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56139 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -7395635.000000 Penalty: 3575.455078
	Iteration 18Q: 3 clusters Score -7395635 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56631 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -7395953.500000 Penalty: 3575.455078
	Iteration 19Q: 3 clusters Score -7395954 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -7396142.500000 Penalty: 3575.455078
	Iteration 20F: 3 clusters Score -7396142 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7396291.000000 Penalty: 3575.455078
	Iteration 21Q: 3 clusters Score -7396291 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57557 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -7396422.000000 Penalty: 3575.455078
	Iteration 22Q: 3 clusters Score -7396422 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -7396515.500000 Penalty: 3575.455078
	Iteration 23Q: 3 clusters Score -7396516 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57968 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7396581.000000 Penalty: 3575.455078
	Iteration 24Q: 3 clusters Score -7396581 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7396642.500000 Penalty: 3575.455078
	Iteration 25Q: 3 clusters Score -7396642 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7396713.500000 Penalty: 3575.455078
	Iteration 26Q: 3 clusters Score -7396714 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58388 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -7396775.000000 Penalty: 3575.455078
	Iteration 27Q: 3 clusters Score -7396775 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7396818.500000 Penalty: 3575.455078
	Iteration 28Q: 3 clusters Score -7396818 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58598 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -7396848.500000 Penalty: 3575.455078
	Iteration 29Q: 3 clusters Score -7396848 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7396887.000000 Penalty: 3575.455078
	Iteration 30Q: 3 clusters Score -7396887 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7396921.000000 Penalty: 3575.455078
	Iteration 31Q: 3 clusters Score -7396921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -7396933.500000 Penalty: 3575.455078
	Iteration 32Q: 3 clusters Score -7396934 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58841 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7396948.000000 Penalty: 3575.455078
	Iteration 33Q: 3 clusters Score -7396948 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58881 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -7396971.500000 Penalty: 3575.455078
	Iteration 34Q: 3 clusters Score -7396972 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -7396984.500000 Penalty: 3575.455078
	Iteration 35Q: 3 clusters Score -7396984 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7397002.000000 Penalty: 3575.455078
	Iteration 36Q: 3 clusters Score -7397002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7397023.500000 Penalty: 3575.455078
	Iteration 37Q: 3 clusters Score -7397024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58998 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7397047.000000 Penalty: 3575.455078
	Iteration 38Q: 3 clusters Score -7397047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7397053.000000 Penalty: 3575.455078
	Iteration 39Q: 3 clusters Score -7397053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7397068.500000 Penalty: 3575.455078
	Iteration 40F: 3 clusters Score -7397068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7397082.500000 Penalty: 3575.455078
	Iteration 41Q: 3 clusters Score -7397082 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7397090.000000 Penalty: 3575.455078
	Iteration 42Q: 3 clusters Score -7397090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59100 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -7397099.000000 Penalty: 3575.455078
	Iteration 43Q: 3 clusters Score -7397099 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7397107.000000 Penalty: 3575.455078
	Iteration 44Q: 3 clusters Score -7397107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59128 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7397110.000000 Penalty: 3575.455078
	Iteration 45Q: 3 clusters Score -7397110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7397108.000000 Penalty: 3575.455078
	Iteration 46Q: 3 clusters Score -7397108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59151 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7397115.500000 Penalty: 3575.455078
	Iteration 47Q: 3 clusters Score -7397116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7397118.000000 Penalty: 3575.455078
	Iteration 48Q: 3 clusters Score -7397118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7397121.500000 Penalty: 3575.455078
	Iteration 49Q: 3 clusters Score -7397122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7397125.000000 Penalty: 3575.455078
	Iteration 50Q: 3 clusters Score -7397125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7397126.500000 Penalty: 3575.455078
	Iteration 51Q: 3 clusters Score -7397126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59171 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7397125.500000 Penalty: 3575.455078
	Iteration 52Q: 3 clusters Score -7397126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7397132.000000 Penalty: 3575.455078
	Iteration 53Q: 3 clusters Score -7397132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7397132.000000 Penalty: 3575.455078
	Iteration 54F: 3 clusters Score -7397132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Entering Unmasked Estep 
Score: -271768.718750 Penalty: 1253.417358
	Iteration 0F: 2 clusters Score -271768.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -269529.718750 Penalty: 2506.834717
	Iteration 0F: 3 clusters Score -269529.7 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -270169.218750 Penalty: 2506.834717
	Iteration 1F: 3 clusters Score -270169.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -270613.937500 Penalty: 2506.834717
	Iteration 2F: 3 clusters Score -270613.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -270896.000000 Penalty: 2506.834717
	Iteration 3F: 3 clusters Score -270896 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -271091.718750 Penalty: 2506.834717
	Iteration 4F: 3 clusters Score -271091.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -271220.531250 Penalty: 2506.834717
	Iteration 5F: 3 clusters Score -271220.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -271291.000000 Penalty: 2506.834717
	Iteration 6Q: 3 clusters Score -271291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -271336.937500 Penalty: 2506.834717
	Iteration 7Q: 3 clusters Score -271336.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -271363.375000 Penalty: 2506.834717
	Iteration 8Q: 3 clusters Score -271363.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -271373.437500 Penalty: 2506.834717
	Iteration 9Q: 3 clusters Score -271373.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -271385.687500 Penalty: 2506.834717
	Iteration 10Q: 3 clusters Score -271385.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -271393.531250 Penalty: 2506.834717
	Iteration 11Q: 3 clusters Score -271393.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -271402.125000 Penalty: 2506.834717
	Iteration 12Q: 3 clusters Score -271402.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -271403.250000 Penalty: 2506.834717
	Iteration 13Q: 3 clusters Score -271403.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -271405.156250 Penalty: 2506.834717
	Iteration 14Q: 3 clusters Score -271405.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -271405.781250 Penalty: 2506.834717
	Iteration 15Q: 3 clusters Score -271405.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -271405.781250 Penalty: 2506.834717
	Iteration 16F: 3 clusters Score -271405.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -366470.156250 Penalty: 1312.585083
	Iteration 0F: 2 clusters Score -366470.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -363645.843750 Penalty: 2625.170166
	Iteration 0F: 3 clusters Score -363645.8 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -364526.718750 Penalty: 2625.170166
	Iteration 1F: 3 clusters Score -364526.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -364816.562500 Penalty: 2625.170166
	Iteration 2F: 3 clusters Score -364816.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -365000.062500 Penalty: 2625.170166
	Iteration 3F: 3 clusters Score -365000.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -365120.281250 Penalty: 2625.170166
	Iteration 4Q: 3 clusters Score -365120.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -365234.718750 Penalty: 2625.170166
	Iteration 5Q: 3 clusters Score -365234.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -365362.031250 Penalty: 2625.170166
	Iteration 6Q: 3 clusters Score -365362 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -365465.187500 Penalty: 2625.170166
	Iteration 7Q: 3 clusters Score -365465.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -365533.468750 Penalty: 2625.170166
	Iteration 8Q: 3 clusters Score -365533.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -365608.156250 Penalty: 2625.170166
	Iteration 9Q: 3 clusters Score -365608.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -365681.781250 Penalty: 2625.170166
	Iteration 10Q: 3 clusters Score -365681.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -365738.656250 Penalty: 2625.170166
	Iteration 11Q: 3 clusters Score -365738.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -365807.750000 Penalty: 2625.170166
	Iteration 12Q: 3 clusters Score -365807.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -365862.937500 Penalty: 2625.170166
	Iteration 13Q: 3 clusters Score -365862.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -365888.906250 Penalty: 2625.170166
	Iteration 14Q: 3 clusters Score -365888.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -365903.625000 Penalty: 2625.170166
	Iteration 15Q: 3 clusters Score -365903.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -365914.250000 Penalty: 2625.170166
	Iteration 16Q: 3 clusters Score -365914.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -365922.062500 Penalty: 2625.170166
	Iteration 17Q: 3 clusters Score -365922.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -365927.000000 Penalty: 2625.170166
	Iteration 18Q: 3 clusters Score -365927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -365930.187500 Penalty: 2625.170166
	Iteration 19Q: 3 clusters Score -365930.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -365933.937500 Penalty: 2625.170166
	Iteration 20F: 3 clusters Score -365933.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -365937.343750 Penalty: 2625.170166
	Iteration 21Q: 3 clusters Score -365937.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -365941.031250 Penalty: 2625.170166
	Iteration 22Q: 3 clusters Score -365941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -365946.875000 Penalty: 2625.170166
	Iteration 23Q: 3 clusters Score -365946.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -365951.343750 Penalty: 2625.170166
	Iteration 24Q: 3 clusters Score -365951.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -365957.531250 Penalty: 2625.170166
	Iteration 25Q: 3 clusters Score -365957.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -365963.968750 Penalty: 2625.170166
	Iteration 26Q: 3 clusters Score -365964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -365969.218750 Penalty: 2625.170166
	Iteration 27Q: 3 clusters Score -365969.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -365973.218750 Penalty: 2625.170166
	Iteration 28Q: 3 clusters Score -365973.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -365979.000000 Penalty: 2625.170166
	Iteration 29Q: 3 clusters Score -365979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -365982.562500 Penalty: 2625.170166
	Iteration 30Q: 3 clusters Score -365982.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -365984.937500 Penalty: 2625.170166
	Iteration 31Q: 3 clusters Score -365984.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -365985.781250 Penalty: 2625.170166
	Iteration 32Q: 3 clusters Score -365985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -365989.125000 Penalty: 2625.170166
	Iteration 33Q: 3 clusters Score -365989.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -366001.437500 Penalty: 2625.170166
	Iteration 34Q: 3 clusters Score -366001.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -366021.375000 Penalty: 2625.170166
	Iteration 35Q: 3 clusters Score -366021.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -366033.750000 Penalty: 2625.170166
	Iteration 36Q: 3 clusters Score -366033.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -366048.718750 Penalty: 2625.170166
	Iteration 37Q: 3 clusters Score -366048.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -366056.906250 Penalty: 2625.170166
	Iteration 38Q: 3 clusters Score -366056.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -366061.687500 Penalty: 2625.170166
	Iteration 39Q: 3 clusters Score -366061.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -366066.812500 Penalty: 2625.170166
	Iteration 40F: 3 clusters Score -366066.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -366070.718750 Penalty: 2625.170166
	Iteration 41Q: 3 clusters Score -366070.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -366071.812500 Penalty: 2625.170166
	Iteration 42Q: 3 clusters Score -366071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -366072.281250 Penalty: 2625.170166
	Iteration 43Q: 3 clusters Score -366072.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -366071.656250 Penalty: 2625.170166
	Iteration 44Q: 3 clusters Score -366071.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -366072.531250 Penalty: 2625.170166
	Iteration 45Q: 3 clusters Score -366072.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -366072.812500 Penalty: 2625.170166
	Iteration 46Q: 3 clusters Score -366072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -366072.812500 Penalty: 2625.170166
	Iteration 47F: 3 clusters Score -366072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Entering Unmasked Estep 
Score: -1269856.375000 Penalty: 1499.946045
	Iteration 0F: 2 clusters Score -1269856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1262566.625000 Penalty: 2999.892090
	Iteration 0F: 3 clusters Score -1262567 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1264948.375000 Penalty: 2999.892090
	Iteration 1F: 3 clusters Score -1264948 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1265218.875000 Penalty: 2999.892090
	Iteration 2F: 3 clusters Score -1265219 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1265484.875000 Penalty: 2999.892090
	Iteration 3F: 3 clusters Score -1265485 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1265815.125000 Penalty: 2999.892090
	Iteration 4F: 3 clusters Score -1265815 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1266226.875000 Penalty: 2999.892090
	Iteration 5F: 3 clusters Score -1266227 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1266608.250000 Penalty: 2999.892090
	Iteration 6F: 3 clusters Score -1266608 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1266927.375000 Penalty: 2999.892090
	Iteration 7F: 3 clusters Score -1266927 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1267179.250000 Penalty: 2999.892090
	Iteration 8Q: 3 clusters Score -1267179 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1267374.125000 Penalty: 2999.892090
	Iteration 9Q: 3 clusters Score -1267374 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1267508.125000 Penalty: 2999.892090
	Iteration 10Q: 3 clusters Score -1267508 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1267606.750000 Penalty: 2999.892090
	Iteration 11Q: 3 clusters Score -1267607 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1267694.625000 Penalty: 2999.892090
	Iteration 12Q: 3 clusters Score -1267695 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1267762.500000 Penalty: 2999.892090
	Iteration 13Q: 3 clusters Score -1267762 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1267836.875000 Penalty: 2999.892090
	Iteration 14Q: 3 clusters Score -1267837 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1267919.000000 Penalty: 2999.892090
	Iteration 15Q: 3 clusters Score -1267919 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1267989.750000 Penalty: 2999.892090
	Iteration 16Q: 3 clusters Score -1267990 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1268051.125000 Penalty: 2999.892090
	Iteration 17Q: 3 clusters Score -1268051 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1268112.375000 Penalty: 2999.892090
	Iteration 18Q: 3 clusters Score -1268112 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1268171.875000 Penalty: 2999.892090
	Iteration 19Q: 3 clusters Score -1268172 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1268229.250000 Penalty: 2999.892090
	Iteration 20F: 3 clusters Score -1268229 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1268269.750000 Penalty: 2999.892090
	Iteration 21Q: 3 clusters Score -1268270 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1268315.500000 Penalty: 2999.892090
	Iteration 22Q: 3 clusters Score -1268316 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1268362.875000 Penalty: 2999.892090
	Iteration 23Q: 3 clusters Score -1268363 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1268405.875000 Penalty: 2999.892090
	Iteration 24Q: 3 clusters Score -1268406 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1268441.250000 Penalty: 2999.892090
	Iteration 25Q: 3 clusters Score -1268441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1268465.750000 Penalty: 2999.892090
	Iteration 26Q: 3 clusters Score -1268466 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1268484.875000 Penalty: 2999.892090
	Iteration 27Q: 3 clusters Score -1268485 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1268499.375000 Penalty: 2999.892090
	Iteration 28Q: 3 clusters Score -1268499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1268516.500000 Penalty: 2999.892090
	Iteration 29Q: 3 clusters Score -1268516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1268531.000000 Penalty: 2999.892090
	Iteration 30Q: 3 clusters Score -1268531 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1268550.250000 Penalty: 2999.892090
	Iteration 31Q: 3 clusters Score -1268550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1268565.375000 Penalty: 2999.892090
	Iteration 32Q: 3 clusters Score -1268565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1268577.500000 Penalty: 2999.892090
	Iteration 33Q: 3 clusters Score -1268578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1268582.250000 Penalty: 2999.892090
	Iteration 34Q: 3 clusters Score -1268582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1268590.375000 Penalty: 2999.892090
	Iteration 35Q: 3 clusters Score -1268590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1268591.875000 Penalty: 2999.892090
	Iteration 36Q: 3 clusters Score -1268592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1268595.875000 Penalty: 2999.892090
	Iteration 37Q: 3 clusters Score -1268596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1268597.750000 Penalty: 2999.892090
	Iteration 38Q: 3 clusters Score -1268598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1268600.375000 Penalty: 2999.892090
	Iteration 39Q: 3 clusters Score -1268600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1268602.875000 Penalty: 2999.892090
	Iteration 40F: 3 clusters Score -1268603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1268603.625000 Penalty: 2999.892090
	Iteration 41Q: 3 clusters Score -1268604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1268602.875000 Penalty: 2999.892090
	Iteration 42Q: 3 clusters Score -1268603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1268606.125000 Penalty: 2999.892090
	Iteration 43Q: 3 clusters Score -1268606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1268612.250000 Penalty: 2999.892090
	Iteration 44Q: 3 clusters Score -1268612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1268615.375000 Penalty: 2999.892090
	Iteration 45Q: 3 clusters Score -1268615 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1268620.000000 Penalty: 2999.892090
	Iteration 46Q: 3 clusters Score -1268620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1268623.500000 Penalty: 2999.892090
	Iteration 47Q: 3 clusters Score -1268624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1268625.750000 Penalty: 2999.892090
	Iteration 48Q: 3 clusters Score -1268626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1268632.375000 Penalty: 2999.892090
	Iteration 49Q: 3 clusters Score -1268632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1268635.125000 Penalty: 2999.892090
	Iteration 50Q: 3 clusters Score -1268635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1268637.875000 Penalty: 2999.892090
	Iteration 51Q: 3 clusters Score -1268638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1268642.500000 Penalty: 2999.892090
	Iteration 52Q: 3 clusters Score -1268642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1268649.125000 Penalty: 2999.892090
	Iteration 53Q: 3 clusters Score -1268649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1268652.750000 Penalty: 2999.892090
	Iteration 54Q: 3 clusters Score -1268653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1268656.000000 Penalty: 2999.892090
	Iteration 55Q: 3 clusters Score -1268656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1268657.500000 Penalty: 2999.892090
	Iteration 56Q: 3 clusters Score -1268658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1268659.750000 Penalty: 2999.892090
	Iteration 57Q: 3 clusters Score -1268660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1268659.750000 Penalty: 2999.892090
	Iteration 58F: 3 clusters Score -1268660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Entering Unmasked Estep 
Score: -701673.312500 Penalty: 1402.836548
	Iteration 0F: 2 clusters Score -701673.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -697290.875000 Penalty: 2805.673096
	Iteration 0F: 3 clusters Score -697290.9 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -698651.125000 Penalty: 2805.673096
	Iteration 1F: 3 clusters Score -698651.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -698865.000000 Penalty: 2805.673096
	Iteration 2F: 3 clusters Score -698865 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -699042.250000 Penalty: 2805.673096
	Iteration 3F: 3 clusters Score -699042.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -699149.125000 Penalty: 2805.673096
	Iteration 4Q: 3 clusters Score -699149.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -699218.000000 Penalty: 2805.673096
	Iteration 5Q: 3 clusters Score -699218 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -699282.937500 Penalty: 2805.673096
	Iteration 6Q: 3 clusters Score -699282.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -699333.875000 Penalty: 2805.673096
	Iteration 7Q: 3 clusters Score -699333.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -699384.937500 Penalty: 2805.673096
	Iteration 8Q: 3 clusters Score -699384.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -699440.125000 Penalty: 2805.673096
	Iteration 9Q: 3 clusters Score -699440.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -699507.187500 Penalty: 2805.673096
	Iteration 10Q: 3 clusters Score -699507.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -699592.250000 Penalty: 2805.673096
	Iteration 11Q: 3 clusters Score -699592.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -699672.750000 Penalty: 2805.673096
	Iteration 12Q: 3 clusters Score -699672.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -699743.500000 Penalty: 2805.673096
	Iteration 13Q: 3 clusters Score -699743.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -699805.562500 Penalty: 2805.673096
	Iteration 14Q: 3 clusters Score -699805.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -699844.500000 Penalty: 2805.673096
	Iteration 15Q: 3 clusters Score -699844.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -699883.875000 Penalty: 2805.673096
	Iteration 16Q: 3 clusters Score -699883.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -699916.375000 Penalty: 2805.673096
	Iteration 17Q: 3 clusters Score -699916.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -699943.437500 Penalty: 2805.673096
	Iteration 18Q: 3 clusters Score -699943.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -699963.000000 Penalty: 2805.673096
	Iteration 19Q: 3 clusters Score -699963 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -699988.750000 Penalty: 2805.673096
	Iteration 20F: 3 clusters Score -699988.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -700013.875000 Penalty: 2805.673096
	Iteration 21Q: 3 clusters Score -700013.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -700037.750000 Penalty: 2805.673096
	Iteration 22Q: 3 clusters Score -700037.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -700057.250000 Penalty: 2805.673096
	Iteration 23Q: 3 clusters Score -700057.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -700083.125000 Penalty: 2805.673096
	Iteration 24Q: 3 clusters Score -700083.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -700111.875000 Penalty: 2805.673096
	Iteration 25Q: 3 clusters Score -700111.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -700133.500000 Penalty: 2805.673096
	Iteration 26Q: 3 clusters Score -700133.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -700156.812500 Penalty: 2805.673096
	Iteration 27Q: 3 clusters Score -700156.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -700176.750000 Penalty: 2805.673096
	Iteration 28Q: 3 clusters Score -700176.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -700196.687500 Penalty: 2805.673096
	Iteration 29Q: 3 clusters Score -700196.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -700215.500000 Penalty: 2805.673096
	Iteration 30Q: 3 clusters Score -700215.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -700229.437500 Penalty: 2805.673096
	Iteration 31Q: 3 clusters Score -700229.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -700240.937500 Penalty: 2805.673096
	Iteration 32Q: 3 clusters Score -700240.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -700246.937500 Penalty: 2805.673096
	Iteration 33Q: 3 clusters Score -700246.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -700251.875000 Penalty: 2805.673096
	Iteration 34Q: 3 clusters Score -700251.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -700261.937500 Penalty: 2805.673096
	Iteration 35Q: 3 clusters Score -700261.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -700266.375000 Penalty: 2805.673096
	Iteration 36Q: 3 clusters Score -700266.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -700270.562500 Penalty: 2805.673096
	Iteration 37Q: 3 clusters Score -700270.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -700274.125000 Penalty: 2805.673096
	Iteration 38Q: 3 clusters Score -700274.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -700275.562500 Penalty: 2805.673096
	Iteration 39Q: 3 clusters Score -700275.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -700279.375000 Penalty: 2805.673096
	Iteration 40F: 3 clusters Score -700279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -700281.187500 Penalty: 2805.673096
	Iteration 41Q: 3 clusters Score -700281.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -700283.250000 Penalty: 2805.673096
	Iteration 42Q: 3 clusters Score -700283.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -700286.000000 Penalty: 2805.673096
	Iteration 43Q: 3 clusters Score -700286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -700286.875000 Penalty: 2805.673096
	Iteration 44Q: 3 clusters Score -700286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -700286.125000 Penalty: 2805.673096
	Iteration 45Q: 3 clusters Score -700286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -700287.437500 Penalty: 2805.673096
	Iteration 46Q: 3 clusters Score -700287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -700288.187500 Penalty: 2805.673096
	Iteration 47Q: 3 clusters Score -700288.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -700289.000000 Penalty: 2805.673096
	Iteration 48Q: 3 clusters Score -700289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -700289.937500 Penalty: 2805.673096
	Iteration 49Q: 3 clusters Score -700289.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -700289.937500 Penalty: 2805.673096
	Iteration 50F: 3 clusters Score -700289.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Entering Unmasked Estep 
Score: -2429800.750000 Penalty: 1606.860840
	Iteration 0F: 2 clusters Score -2429801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2416337.250000 Penalty: 3213.721680
	Iteration 0F: 3 clusters Score -2416337 nChanged 8936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2421241.750000 Penalty: 3213.721680
	Iteration 1F: 3 clusters Score -2421242 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2421754.500000 Penalty: 3213.721680
	Iteration 2F: 3 clusters Score -2421754 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2422402.750000 Penalty: 3213.721680
	Iteration 3F: 3 clusters Score -2422403 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2423315.000000 Penalty: 3213.721680
	Iteration 4F: 3 clusters Score -2423315 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2424396.000000 Penalty: 3213.721680
	Iteration 5F: 3 clusters Score -2424396 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2425304.250000 Penalty: 3213.721680
	Iteration 6F: 3 clusters Score -2425304 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -2425969.250000 Penalty: 3213.721680
	Iteration 7F: 3 clusters Score -2425969 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2426412.000000 Penalty: 3213.721680
	Iteration 8Q: 3 clusters Score -2426412 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2426716.750000 Penalty: 3213.721680
	Iteration 9Q: 3 clusters Score -2426717 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2426949.000000 Penalty: 3213.721680
	Iteration 10Q: 3 clusters Score -2426949 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2427144.250000 Penalty: 3213.721680
	Iteration 11Q: 3 clusters Score -2427144 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2427311.000000 Penalty: 3213.721680
	Iteration 12Q: 3 clusters Score -2427311 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2427456.750000 Penalty: 3213.721680
	Iteration 13Q: 3 clusters Score -2427457 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2427565.500000 Penalty: 3213.721680
	Iteration 14Q: 3 clusters Score -2427566 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2427679.750000 Penalty: 3213.721680
	Iteration 15Q: 3 clusters Score -2427680 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2427790.750000 Penalty: 3213.721680
	Iteration 16Q: 3 clusters Score -2427791 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2427872.000000 Penalty: 3213.721680
	Iteration 17Q: 3 clusters Score -2427872 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2427961.250000 Penalty: 3213.721680
	Iteration 18Q: 3 clusters Score -2427961 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2428029.250000 Penalty: 3213.721680
	Iteration 19Q: 3 clusters Score -2428029 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2428090.250000 Penalty: 3213.721680
	Iteration 20F: 3 clusters Score -2428090 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2428146.250000 Penalty: 3213.721680
	Iteration 21Q: 3 clusters Score -2428146 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2428216.250000 Penalty: 3213.721680
	Iteration 22Q: 3 clusters Score -2428216 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2428262.750000 Penalty: 3213.721680
	Iteration 23Q: 3 clusters Score -2428263 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2428317.750000 Penalty: 3213.721680
	Iteration 24Q: 3 clusters Score -2428318 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2428355.250000 Penalty: 3213.721680
	Iteration 25Q: 3 clusters Score -2428355 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2428394.000000 Penalty: 3213.721680
	Iteration 26Q: 3 clusters Score -2428394 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2428427.000000 Penalty: 3213.721680
	Iteration 27Q: 3 clusters Score -2428427 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2428451.000000 Penalty: 3213.721680
	Iteration 28Q: 3 clusters Score -2428451 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2428479.500000 Penalty: 3213.721680
	Iteration 29Q: 3 clusters Score -2428480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2428503.000000 Penalty: 3213.721680
	Iteration 30Q: 3 clusters Score -2428503 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2428528.250000 Penalty: 3213.721680
	Iteration 31Q: 3 clusters Score -2428528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2428556.250000 Penalty: 3213.721680
	Iteration 32Q: 3 clusters Score -2428556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2428566.000000 Penalty: 3213.721680
	Iteration 33Q: 3 clusters Score -2428566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2428581.000000 Penalty: 3213.721680
	Iteration 34Q: 3 clusters Score -2428581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2428589.250000 Penalty: 3213.721680
	Iteration 35Q: 3 clusters Score -2428589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2428593.500000 Penalty: 3213.721680
	Iteration 36Q: 3 clusters Score -2428594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2428601.250000 Penalty: 3213.721680
	Iteration 37Q: 3 clusters Score -2428601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2428604.250000 Penalty: 3213.721680
	Iteration 38Q: 3 clusters Score -2428604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2428606.000000 Penalty: 3213.721680
	Iteration 39Q: 3 clusters Score -2428606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2428612.000000 Penalty: 3213.721680
	Iteration 40F: 3 clusters Score -2428612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19128 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2428613.000000 Penalty: 3213.721680
	Iteration 41Q: 3 clusters Score -2428613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2428617.250000 Penalty: 3213.721680
	Iteration 42Q: 3 clusters Score -2428617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2428620.250000 Penalty: 3213.721680
	Iteration 43Q: 3 clusters Score -2428620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2428621.750000 Penalty: 3213.721680
	Iteration 44Q: 3 clusters Score -2428622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2428623.250000 Penalty: 3213.721680
	Iteration 45Q: 3 clusters Score -2428623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2428624.750000 Penalty: 3213.721680
	Iteration 46Q: 3 clusters Score -2428625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2428624.000000 Penalty: 3213.721680
	Iteration 47Q: 3 clusters Score -2428624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2428624.000000 Penalty: 3213.721680
	Iteration 48F: 3 clusters Score -2428624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Entering Unmasked Estep 
Score: -9133887.000000 Penalty: 1821.639404
	Iteration 0F: 2 clusters Score -9133887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -9084934.000000 Penalty: 3643.278809
	Iteration 0F: 3 clusters Score -9084934 nChanged 35100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -9104918.000000 Penalty: 3643.278809
	Iteration 1F: 3 clusters Score -9104918 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -9105396.000000 Penalty: 3643.278809
	Iteration 2Q: 3 clusters Score -9105396 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -9106090.000000 Penalty: 3643.278809
	Iteration 3Q: 3 clusters Score -9106090 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -9107107.000000 Penalty: 3643.278809
	Iteration 4Q: 3 clusters Score -9107107 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -9108848.000000 Penalty: 3643.278809
	Iteration 5Q: 3 clusters Score -9108848 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -9111649.000000 Penalty: 3643.278809
	Iteration 6F: 3 clusters Score -9111649 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -9115992.000000 Penalty: 3643.278809
	Iteration 7F: 3 clusters Score -9115992 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61799 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -9121600.000000 Penalty: 3643.278809
	Iteration 8F: 3 clusters Score -9121600 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67300 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -9126810.000000 Penalty: 3643.278809
	Iteration 9F: 3 clusters Score -9126810 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70881 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -9130216.000000 Penalty: 3643.278809
	Iteration 10Q: 3 clusters Score -9130216 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72500 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9131737.000000 Penalty: 3643.278809
	Iteration 11Q: 3 clusters Score -9131737 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9132536.000000 Penalty: 3643.278809
	Iteration 12Q: 3 clusters Score -9132536 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73320 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9133112.000000 Penalty: 3643.278809
	Iteration 13Q: 3 clusters Score -9133112 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73435 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9133595.000000 Penalty: 3643.278809
	Iteration 14Q: 3 clusters Score -9133595 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73493 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9134214.000000 Penalty: 3643.278809
	Iteration 15Q: 3 clusters Score -9134214 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9135090.000000 Penalty: 3643.278809
	Iteration 16Q: 3 clusters Score -9135090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9136110.000000 Penalty: 3643.278809
	Iteration 17Q: 3 clusters Score -9136110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9136335.000000 Penalty: 3643.278809
	Iteration 18Q: 3 clusters Score -9136335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9136339.000000 Penalty: 3643.278809
	Iteration 19Q: 3 clusters Score -9136339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73542 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9136597.000000 Penalty: 3643.278809
	Iteration 20F: 3 clusters Score -9136597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9136728.000000 Penalty: 3643.278809
	Iteration 21Q: 3 clusters Score -9136728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9136741.000000 Penalty: 3643.278809
	Iteration 22Q: 3 clusters Score -9136741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9136738.000000 Penalty: 3643.278809
	Iteration 23Q: 3 clusters Score -9136738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73499 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9136738.000000 Penalty: 3643.278809
	Iteration 24F: 3 clusters Score -9136738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59958 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 5613 members 
Mstep: Class 8 contains 19700 members 
Mstep: Class 9 contains 73499 members 
Mstep: Class 10 contains 17737 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32277 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14020 members 
Mstep: Class 16 contains 5408 members 
Mstep: Class 17 contains 1293 members 
Mstep: Class 18 contains 9054 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 16912 members 
Mstep: Class 25 contains 6461 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19017 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19930 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 373 members 
Entering Unmasked Estep 
Score: -48244972.000000 Penalty: 75489.773438
Splitting cluster 9 changes total score from -48242444.000000 to -48244972.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 10 (17737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Entering Unmasked Estep 
Score: -2189314.000000 Penalty: 1589.803833
	Iteration 0F: 2 clusters Score -2189314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -2177075.750000 Penalty: 3179.607666
	Iteration 0F: 3 clusters Score -2177076 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -2181442.000000 Penalty: 3179.607666
	Iteration 1F: 3 clusters Score -2181442 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2181983.500000 Penalty: 3179.607666
	Iteration 2F: 3 clusters Score -2181984 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2182601.500000 Penalty: 3179.607666
	Iteration 3F: 3 clusters Score -2182602 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2183404.500000 Penalty: 3179.607666
	Iteration 4F: 3 clusters Score -2183404 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -2184378.000000 Penalty: 3179.607666
	Iteration 5F: 3 clusters Score -2184378 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -2185509.500000 Penalty: 3179.607666
	Iteration 6F: 3 clusters Score -2185510 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2186490.500000 Penalty: 3179.607666
	Iteration 7F: 3 clusters Score -2186490 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2187152.250000 Penalty: 3179.607666
	Iteration 8Q: 3 clusters Score -2187152 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2187553.000000 Penalty: 3179.607666
	Iteration 9Q: 3 clusters Score -2187553 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2187723.250000 Penalty: 3179.607666
	Iteration 10Q: 3 clusters Score -2187723 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2187768.250000 Penalty: 3179.607666
	Iteration 11Q: 3 clusters Score -2187768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2187798.500000 Penalty: 3179.607666
	Iteration 12Q: 3 clusters Score -2187798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2187812.750000 Penalty: 3179.607666
	Iteration 13Q: 3 clusters Score -2187813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2187818.000000 Penalty: 3179.607666
	Iteration 14Q: 3 clusters Score -2187818 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2187825.500000 Penalty: 3179.607666
	Iteration 15Q: 3 clusters Score -2187826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2187827.000000 Penalty: 3179.607666
	Iteration 16Q: 3 clusters Score -2187827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -2187829.000000 Penalty: 3179.607666
	Iteration 17Q: 3 clusters Score -2187829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2187829.750000 Penalty: 3179.607666
	Iteration 18Q: 3 clusters Score -2187830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2187833.750000 Penalty: 3179.607666
	Iteration 19Q: 3 clusters Score -2187834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2187835.000000 Penalty: 3179.607666
	Iteration 20F: 3 clusters Score -2187835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -2187835.750000 Penalty: 3179.607666
	Iteration 21Q: 3 clusters Score -2187836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2187841.000000 Penalty: 3179.607666
	Iteration 22Q: 3 clusters Score -2187841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2187840.500000 Penalty: 3179.607666
	Iteration 23Q: 3 clusters Score -2187840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -2187842.500000 Penalty: 3179.607666
	Iteration 24Q: 3 clusters Score -2187842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2187842.250000 Penalty: 3179.607666
	Iteration 25Q: 3 clusters Score -2187842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2187842.750000 Penalty: 3179.607666
	Iteration 26Q: 3 clusters Score -2187843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -2187842.500000 Penalty: 3179.607666
	Iteration 27Q: 3 clusters Score -2187842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2187842.500000 Penalty: 3179.607666
	Iteration 28Q: 3 clusters Score -2187842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2187843.250000 Penalty: 3179.607666
	Iteration 29Q: 3 clusters Score -2187843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2187843.500000 Penalty: 3179.607666
	Iteration 30Q: 3 clusters Score -2187844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -2187842.250000 Penalty: 3179.607666
	Iteration 31Q: 3 clusters Score -2187842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2187842.000000 Penalty: 3179.607666
	Iteration 32Q: 3 clusters Score -2187842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -2187842.000000 Penalty: 3179.607666
	Iteration 33Q: 3 clusters Score -2187842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2187840.500000 Penalty: 3179.607666
	Iteration 34Q: 3 clusters Score -2187840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2187843.500000 Penalty: 3179.607666
	Iteration 35Q: 3 clusters Score -2187844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2187841.250000 Penalty: 3179.607666
	Iteration 36Q: 3 clusters Score -2187841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2187843.250000 Penalty: 3179.607666
	Iteration 37Q: 3 clusters Score -2187843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -2187843.750000 Penalty: 3179.607666
	Iteration 38Q: 3 clusters Score -2187844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2187844.000000 Penalty: 3179.607666
	Iteration 39Q: 3 clusters Score -2187844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -2187844.000000 Penalty: 3179.607666
	Iteration 40F: 3 clusters Score -2187844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Entering Unmasked Estep 
Score: -225487.265625 Penalty: 1245.151001
	Iteration 0F: 2 clusters Score -225487.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -223360.781250 Penalty: 2490.302002
	Iteration 0F: 3 clusters Score -223360.8 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -224064.843750 Penalty: 2490.302002
	Iteration 1F: 3 clusters Score -224064.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -224401.218750 Penalty: 2490.302002
	Iteration 2F: 3 clusters Score -224401.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -224602.843750 Penalty: 2490.302002
	Iteration 3F: 3 clusters Score -224602.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -224735.031250 Penalty: 2490.302002
	Iteration 4F: 3 clusters Score -224735 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -224811.406250 Penalty: 2490.302002
	Iteration 5Q: 3 clusters Score -224811.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -224852.703125 Penalty: 2490.302002
	Iteration 6Q: 3 clusters Score -224852.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -224895.671875 Penalty: 2490.302002
	Iteration 7Q: 3 clusters Score -224895.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -224948.125000 Penalty: 2490.302002
	Iteration 8Q: 3 clusters Score -224948.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -224992.375000 Penalty: 2490.302002
	Iteration 9Q: 3 clusters Score -224992.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -225012.296875 Penalty: 2490.302002
	Iteration 10Q: 3 clusters Score -225012.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -225024.453125 Penalty: 2490.302002
	Iteration 11Q: 3 clusters Score -225024.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -225035.968750 Penalty: 2490.302002
	Iteration 12Q: 3 clusters Score -225036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -225047.265625 Penalty: 2490.302002
	Iteration 13Q: 3 clusters Score -225047.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -225058.953125 Penalty: 2490.302002
	Iteration 14Q: 3 clusters Score -225059 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -225072.265625 Penalty: 2490.302002
	Iteration 15Q: 3 clusters Score -225072.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -225089.406250 Penalty: 2490.302002
	Iteration 16Q: 3 clusters Score -225089.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -225113.578125 Penalty: 2490.302002
	Iteration 17Q: 3 clusters Score -225113.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -225133.515625 Penalty: 2490.302002
	Iteration 18Q: 3 clusters Score -225133.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -225151.296875 Penalty: 2490.302002
	Iteration 19Q: 3 clusters Score -225151.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -225166.203125 Penalty: 2490.302002
	Iteration 20F: 3 clusters Score -225166.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -225175.500000 Penalty: 2490.302002
	Iteration 21Q: 3 clusters Score -225175.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -225185.531250 Penalty: 2490.302002
	Iteration 22Q: 3 clusters Score -225185.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -225190.453125 Penalty: 2490.302002
	Iteration 23Q: 3 clusters Score -225190.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -225191.906250 Penalty: 2490.302002
	Iteration 24Q: 3 clusters Score -225191.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -225192.984375 Penalty: 2490.302002
	Iteration 25Q: 3 clusters Score -225193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -225195.875000 Penalty: 2490.302002
	Iteration 26Q: 3 clusters Score -225195.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -225195.875000 Penalty: 2490.302002
	Iteration 27F: 3 clusters Score -225195.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Entering Unmasked Estep 
Score: -3993407.250000 Penalty: 1687.093018
	Iteration 0F: 2 clusters Score -3993407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3971661.250000 Penalty: 3374.186035
	Iteration 0F: 3 clusters Score -3971661 nChanged 14988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -3980070.000000 Penalty: 3374.186035
	Iteration 1F: 3 clusters Score -3980070 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3980422.250000 Penalty: 3374.186035
	Iteration 2Q: 3 clusters Score -3980422 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3980784.250000 Penalty: 3374.186035
	Iteration 3Q: 3 clusters Score -3980784 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3981165.000000 Penalty: 3374.186035
	Iteration 4Q: 3 clusters Score -3981165 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -3981639.750000 Penalty: 3374.186035
	Iteration 5Q: 3 clusters Score -3981640 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -3982426.250000 Penalty: 3374.186035
	Iteration 6Q: 3 clusters Score -3982426 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -3983606.750000 Penalty: 3374.186035
	Iteration 7F: 3 clusters Score -3983607 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -3985238.250000 Penalty: 3374.186035
	Iteration 8F: 3 clusters Score -3985238 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26722 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -3987204.500000 Penalty: 3374.186035
	Iteration 9F: 3 clusters Score -3987204 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3989003.500000 Penalty: 3374.186035
	Iteration 10F: 3 clusters Score -3989004 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3990316.750000 Penalty: 3374.186035
	Iteration 11Q: 3 clusters Score -3990317 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3991114.250000 Penalty: 3374.186035
	Iteration 12Q: 3 clusters Score -3991114 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3991502.750000 Penalty: 3374.186035
	Iteration 13Q: 3 clusters Score -3991503 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3991706.000000 Penalty: 3374.186035
	Iteration 14Q: 3 clusters Score -3991706 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -3991798.000000 Penalty: 3374.186035
	Iteration 15Q: 3 clusters Score -3991798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3991849.750000 Penalty: 3374.186035
	Iteration 16Q: 3 clusters Score -3991850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3991880.000000 Penalty: 3374.186035
	Iteration 17Q: 3 clusters Score -3991880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3991891.500000 Penalty: 3374.186035
	Iteration 18Q: 3 clusters Score -3991892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3991899.000000 Penalty: 3374.186035
	Iteration 19Q: 3 clusters Score -3991899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3991905.000000 Penalty: 3374.186035
	Iteration 20F: 3 clusters Score -3991905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3991913.000000 Penalty: 3374.186035
	Iteration 21Q: 3 clusters Score -3991913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3991918.750000 Penalty: 3374.186035
	Iteration 22Q: 3 clusters Score -3991919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3991915.750000 Penalty: 3374.186035
	Iteration 23Q: 3 clusters Score -3991916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3991929.250000 Penalty: 3374.186035
	Iteration 24Q: 3 clusters Score -3991929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3991933.500000 Penalty: 3374.186035
	Iteration 25Q: 3 clusters Score -3991934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3991940.750000 Penalty: 3374.186035
	Iteration 26Q: 3 clusters Score -3991941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3991949.500000 Penalty: 3374.186035
	Iteration 27Q: 3 clusters Score -3991950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3991951.000000 Penalty: 3374.186035
	Iteration 28Q: 3 clusters Score -3991951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3991955.250000 Penalty: 3374.186035
	Iteration 29Q: 3 clusters Score -3991955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3991953.250000 Penalty: 3374.186035
	Iteration 30Q: 3 clusters Score -3991953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -3991955.750000 Penalty: 3374.186035
	Iteration 31Q: 3 clusters Score -3991956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3991958.250000 Penalty: 3374.186035
	Iteration 32Q: 3 clusters Score -3991958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3991958.250000 Penalty: 3374.186035
	Iteration 33F: 3 clusters Score -3991958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Entering Unmasked Estep 
Score: -1855308.625000 Penalty: 1560.387207
	Iteration 0F: 2 clusters Score -1855309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1845148.250000 Penalty: 3120.774414
	Iteration 0F: 3 clusters Score -1845148 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1848638.250000 Penalty: 3120.774414
	Iteration 1F: 3 clusters Score -1848638 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1848926.500000 Penalty: 3120.774414
	Iteration 2F: 3 clusters Score -1848926 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1849174.500000 Penalty: 3120.774414
	Iteration 3Q: 3 clusters Score -1849174 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1849432.375000 Penalty: 3120.774414
	Iteration 4Q: 3 clusters Score -1849432 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1849697.125000 Penalty: 3120.774414
	Iteration 5Q: 3 clusters Score -1849697 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1849990.750000 Penalty: 3120.774414
	Iteration 6Q: 3 clusters Score -1849991 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1850337.875000 Penalty: 3120.774414
	Iteration 7Q: 3 clusters Score -1850338 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1850749.375000 Penalty: 3120.774414
	Iteration 8Q: 3 clusters Score -1850749 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1851130.875000 Penalty: 3120.774414
	Iteration 9Q: 3 clusters Score -1851131 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1851415.375000 Penalty: 3120.774414
	Iteration 10Q: 3 clusters Score -1851415 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1851574.125000 Penalty: 3120.774414
	Iteration 11Q: 3 clusters Score -1851574 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1851661.000000 Penalty: 3120.774414
	Iteration 12Q: 3 clusters Score -1851661 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1851704.875000 Penalty: 3120.774414
	Iteration 13Q: 3 clusters Score -1851705 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1851731.250000 Penalty: 3120.774414
	Iteration 14Q: 3 clusters Score -1851731 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1851750.125000 Penalty: 3120.774414
	Iteration 15Q: 3 clusters Score -1851750 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1851768.375000 Penalty: 3120.774414
	Iteration 16Q: 3 clusters Score -1851768 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1851776.125000 Penalty: 3120.774414
	Iteration 17Q: 3 clusters Score -1851776 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1851789.750000 Penalty: 3120.774414
	Iteration 18Q: 3 clusters Score -1851790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1851797.875000 Penalty: 3120.774414
	Iteration 19Q: 3 clusters Score -1851798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1851812.250000 Penalty: 3120.774414
	Iteration 20F: 3 clusters Score -1851812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1851819.250000 Penalty: 3120.774414
	Iteration 21Q: 3 clusters Score -1851819 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1851818.625000 Penalty: 3120.774414
	Iteration 22Q: 3 clusters Score -1851819 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1851826.000000 Penalty: 3120.774414
	Iteration 23Q: 3 clusters Score -1851826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1851830.875000 Penalty: 3120.774414
	Iteration 24Q: 3 clusters Score -1851831 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1851830.250000 Penalty: 3120.774414
	Iteration 25Q: 3 clusters Score -1851830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1851831.500000 Penalty: 3120.774414
	Iteration 26Q: 3 clusters Score -1851832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1851840.125000 Penalty: 3120.774414
	Iteration 27Q: 3 clusters Score -1851840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1851841.125000 Penalty: 3120.774414
	Iteration 28Q: 3 clusters Score -1851841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1851848.625000 Penalty: 3120.774414
	Iteration 29Q: 3 clusters Score -1851849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1851851.500000 Penalty: 3120.774414
	Iteration 30Q: 3 clusters Score -1851852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1851847.500000 Penalty: 3120.774414
	Iteration 31Q: 3 clusters Score -1851848 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1851853.250000 Penalty: 3120.774414
	Iteration 32Q: 3 clusters Score -1851853 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1851864.250000 Penalty: 3120.774414
	Iteration 33Q: 3 clusters Score -1851864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1851872.250000 Penalty: 3120.774414
	Iteration 34Q: 3 clusters Score -1851872 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1851885.625000 Penalty: 3120.774414
	Iteration 35Q: 3 clusters Score -1851886 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1851901.000000 Penalty: 3120.774414
	Iteration 36Q: 3 clusters Score -1851901 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1851916.125000 Penalty: 3120.774414
	Iteration 37Q: 3 clusters Score -1851916 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1851927.125000 Penalty: 3120.774414
	Iteration 38Q: 3 clusters Score -1851927 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1851946.000000 Penalty: 3120.774414
	Iteration 39Q: 3 clusters Score -1851946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1851961.125000 Penalty: 3120.774414
	Iteration 40F: 3 clusters Score -1851961 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1851976.375000 Penalty: 3120.774414
	Iteration 41Q: 3 clusters Score -1851976 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1851992.875000 Penalty: 3120.774414
	Iteration 42Q: 3 clusters Score -1851993 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1852011.625000 Penalty: 3120.774414
	Iteration 43Q: 3 clusters Score -1852012 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1852041.125000 Penalty: 3120.774414
	Iteration 44Q: 3 clusters Score -1852041 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1852059.375000 Penalty: 3120.774414
	Iteration 45Q: 3 clusters Score -1852059 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1852073.125000 Penalty: 3120.774414
	Iteration 46Q: 3 clusters Score -1852073 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1852093.250000 Penalty: 3120.774414
	Iteration 47Q: 3 clusters Score -1852093 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1852117.250000 Penalty: 3120.774414
	Iteration 48Q: 3 clusters Score -1852117 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1852137.500000 Penalty: 3120.774414
	Iteration 49Q: 3 clusters Score -1852138 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1852161.625000 Penalty: 3120.774414
	Iteration 50Q: 3 clusters Score -1852162 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1852194.875000 Penalty: 3120.774414
	Iteration 51Q: 3 clusters Score -1852195 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1852216.750000 Penalty: 3120.774414
	Iteration 52Q: 3 clusters Score -1852217 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1852243.000000 Penalty: 3120.774414
	Iteration 53Q: 3 clusters Score -1852243 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1852259.375000 Penalty: 3120.774414
	Iteration 54Q: 3 clusters Score -1852259 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1852283.125000 Penalty: 3120.774414
	Iteration 55Q: 3 clusters Score -1852283 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1852300.250000 Penalty: 3120.774414
	Iteration 56Q: 3 clusters Score -1852300 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1852320.625000 Penalty: 3120.774414
	Iteration 57Q: 3 clusters Score -1852321 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1852338.000000 Penalty: 3120.774414
	Iteration 58Q: 3 clusters Score -1852338 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1852367.000000 Penalty: 3120.774414
	Iteration 59Q: 3 clusters Score -1852367 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1852388.625000 Penalty: 3120.774414
	Iteration 60F: 3 clusters Score -1852389 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1852416.125000 Penalty: 3120.774414
	Iteration 61Q: 3 clusters Score -1852416 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1852448.625000 Penalty: 3120.774414
	Iteration 62Q: 3 clusters Score -1852449 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1852477.625000 Penalty: 3120.774414
	Iteration 63Q: 3 clusters Score -1852478 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1852517.125000 Penalty: 3120.774414
	Iteration 64Q: 3 clusters Score -1852517 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1852555.000000 Penalty: 3120.774414
	Iteration 65Q: 3 clusters Score -1852555 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1852590.000000 Penalty: 3120.774414
	Iteration 66Q: 3 clusters Score -1852590 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1852645.875000 Penalty: 3120.774414
	Iteration 67Q: 3 clusters Score -1852646 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1852709.000000 Penalty: 3120.774414
	Iteration 68Q: 3 clusters Score -1852709 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1852767.250000 Penalty: 3120.774414
	Iteration 69Q: 3 clusters Score -1852767 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1852821.375000 Penalty: 3120.774414
	Iteration 70Q: 3 clusters Score -1852821 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1852874.250000 Penalty: 3120.774414
	Iteration 71Q: 3 clusters Score -1852874 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1852928.750000 Penalty: 3120.774414
	Iteration 72Q: 3 clusters Score -1852929 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1852971.125000 Penalty: 3120.774414
	Iteration 73Q: 3 clusters Score -1852971 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1853011.000000 Penalty: 3120.774414
	Iteration 74Q: 3 clusters Score -1853011 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1853057.875000 Penalty: 3120.774414
	Iteration 75Q: 3 clusters Score -1853058 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1853101.375000 Penalty: 3120.774414
	Iteration 76Q: 3 clusters Score -1853101 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1853138.875000 Penalty: 3120.774414
	Iteration 77Q: 3 clusters Score -1853139 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1853164.750000 Penalty: 3120.774414
	Iteration 78Q: 3 clusters Score -1853165 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1853196.875000 Penalty: 3120.774414
	Iteration 79Q: 3 clusters Score -1853197 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1853215.500000 Penalty: 3120.774414
	Iteration 80F: 3 clusters Score -1853216 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1853247.125000 Penalty: 3120.774414
	Iteration 81Q: 3 clusters Score -1853247 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1853266.000000 Penalty: 3120.774414
	Iteration 82Q: 3 clusters Score -1853266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1853289.500000 Penalty: 3120.774414
	Iteration 83Q: 3 clusters Score -1853290 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1853319.375000 Penalty: 3120.774414
	Iteration 84Q: 3 clusters Score -1853319 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1853343.000000 Penalty: 3120.774414
	Iteration 85Q: 3 clusters Score -1853343 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1853364.625000 Penalty: 3120.774414
	Iteration 86Q: 3 clusters Score -1853365 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1853382.750000 Penalty: 3120.774414
	Iteration 87Q: 3 clusters Score -1853383 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1853410.875000 Penalty: 3120.774414
	Iteration 88Q: 3 clusters Score -1853411 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1853435.500000 Penalty: 3120.774414
	Iteration 89Q: 3 clusters Score -1853436 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1853455.000000 Penalty: 3120.774414
	Iteration 90Q: 3 clusters Score -1853455 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1853475.000000 Penalty: 3120.774414
	Iteration 91Q: 3 clusters Score -1853475 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1853494.625000 Penalty: 3120.774414
	Iteration 92Q: 3 clusters Score -1853495 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1853521.000000 Penalty: 3120.774414
	Iteration 93Q: 3 clusters Score -1853521 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1853550.875000 Penalty: 3120.774414
	Iteration 94Q: 3 clusters Score -1853551 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1853579.875000 Penalty: 3120.774414
	Iteration 95Q: 3 clusters Score -1853580 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1853604.500000 Penalty: 3120.774414
	Iteration 96Q: 3 clusters Score -1853604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1853638.125000 Penalty: 3120.774414
	Iteration 97Q: 3 clusters Score -1853638 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1853663.500000 Penalty: 3120.774414
	Iteration 98Q: 3 clusters Score -1853664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1853696.250000 Penalty: 3120.774414
	Iteration 99Q: 3 clusters Score -1853696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1853721.375000 Penalty: 3120.774414
	Iteration 100F: 3 clusters Score -1853721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1853749.750000 Penalty: 3120.774414
	Iteration 101Q: 3 clusters Score -1853750 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1853771.750000 Penalty: 3120.774414
	Iteration 102Q: 3 clusters Score -1853772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1853790.875000 Penalty: 3120.774414
	Iteration 103Q: 3 clusters Score -1853791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1853806.250000 Penalty: 3120.774414
	Iteration 104Q: 3 clusters Score -1853806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1853820.125000 Penalty: 3120.774414
	Iteration 105Q: 3 clusters Score -1853820 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1853832.500000 Penalty: 3120.774414
	Iteration 106Q: 3 clusters Score -1853832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1853836.250000 Penalty: 3120.774414
	Iteration 107Q: 3 clusters Score -1853836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1853851.625000 Penalty: 3120.774414
	Iteration 108Q: 3 clusters Score -1853852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1853860.500000 Penalty: 3120.774414
	Iteration 109Q: 3 clusters Score -1853860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1853871.250000 Penalty: 3120.774414
	Iteration 110Q: 3 clusters Score -1853871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1853876.375000 Penalty: 3120.774414
	Iteration 111Q: 3 clusters Score -1853876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1853879.875000 Penalty: 3120.774414
	Iteration 112Q: 3 clusters Score -1853880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1853883.500000 Penalty: 3120.774414
	Iteration 113Q: 3 clusters Score -1853884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1853889.875000 Penalty: 3120.774414
	Iteration 114Q: 3 clusters Score -1853890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1853889.875000 Penalty: 3120.774414
	Iteration 115Q: 3 clusters Score -1853890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1853890.875000 Penalty: 3120.774414
	Iteration 116Q: 3 clusters Score -1853891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1853892.000000 Penalty: 3120.774414
	Iteration 117Q: 3 clusters Score -1853892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1853893.125000 Penalty: 3120.774414
	Iteration 118Q: 3 clusters Score -1853893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1853896.875000 Penalty: 3120.774414
	Iteration 119Q: 3 clusters Score -1853897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1853898.750000 Penalty: 3120.774414
	Iteration 120F: 3 clusters Score -1853899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1853904.125000 Penalty: 3120.774414
	Iteration 121Q: 3 clusters Score -1853904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1853909.250000 Penalty: 3120.774414
	Iteration 122Q: 3 clusters Score -1853909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1853910.000000 Penalty: 3120.774414
	Iteration 123Q: 3 clusters Score -1853910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1853909.750000 Penalty: 3120.774414
	Iteration 124Q: 3 clusters Score -1853910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1853909.750000 Penalty: 3120.774414
	Iteration 125F: 3 clusters Score -1853910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Entering Unmasked Estep 
Score: -429601.750000 Penalty: 1325.898438
	Iteration 0F: 2 clusters Score -429601.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -426584.156250 Penalty: 2651.796875
	Iteration 0F: 3 clusters Score -426584.2 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -427428.687500 Penalty: 2651.796875
	Iteration 1F: 3 clusters Score -427428.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -427674.312500 Penalty: 2651.796875
	Iteration 2F: 3 clusters Score -427674.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -427848.468750 Penalty: 2651.796875
	Iteration 3F: 3 clusters Score -427848.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -428012.406250 Penalty: 2651.796875
	Iteration 4F: 3 clusters Score -428012.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -428184.250000 Penalty: 2651.796875
	Iteration 5F: 3 clusters Score -428184.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -428344.187500 Penalty: 2651.796875
	Iteration 6F: 3 clusters Score -428344.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -428480.250000 Penalty: 2651.796875
	Iteration 7Q: 3 clusters Score -428480.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -428624.781250 Penalty: 2651.796875
	Iteration 8Q: 3 clusters Score -428624.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -428813.156250 Penalty: 2651.796875
	Iteration 9Q: 3 clusters Score -428813.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -429138.312500 Penalty: 2651.796875
	Iteration 10Q: 3 clusters Score -429138.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -429306.968750 Penalty: 2651.796875
	Iteration 11Q: 3 clusters Score -429307 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -429384.500000 Penalty: 2651.796875
	Iteration 12Q: 3 clusters Score -429384.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -429443.843750 Penalty: 2651.796875
	Iteration 13Q: 3 clusters Score -429443.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -429466.687500 Penalty: 2651.796875
	Iteration 14Q: 3 clusters Score -429466.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -429477.812500 Penalty: 2651.796875
	Iteration 15Q: 3 clusters Score -429477.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -429483.343750 Penalty: 2651.796875
	Iteration 16Q: 3 clusters Score -429483.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -429488.875000 Penalty: 2651.796875
	Iteration 17Q: 3 clusters Score -429488.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -429493.406250 Penalty: 2651.796875
	Iteration 18Q: 3 clusters Score -429493.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -429496.375000 Penalty: 2651.796875
	Iteration 19Q: 3 clusters Score -429496.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -429501.937500 Penalty: 2651.796875
	Iteration 20F: 3 clusters Score -429501.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -429504.718750 Penalty: 2651.796875
	Iteration 21Q: 3 clusters Score -429504.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -429505.531250 Penalty: 2651.796875
	Iteration 22Q: 3 clusters Score -429505.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -429505.843750 Penalty: 2651.796875
	Iteration 23Q: 3 clusters Score -429505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -429505.843750 Penalty: 2651.796875
	Iteration 24F: 3 clusters Score -429505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Entering Unmasked Estep 
Score: -1594822.875000 Penalty: 1551.588989
	Iteration 0F: 2 clusters Score -1594823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1585054.000000 Penalty: 3103.177979
	Iteration 0F: 3 clusters Score -1585054 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1588707.875000 Penalty: 3103.177979
	Iteration 1F: 3 clusters Score -1588708 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1589188.375000 Penalty: 3103.177979
	Iteration 2F: 3 clusters Score -1589188 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1589718.125000 Penalty: 3103.177979
	Iteration 3F: 3 clusters Score -1589718 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1590230.625000 Penalty: 3103.177979
	Iteration 4F: 3 clusters Score -1590231 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1590711.625000 Penalty: 3103.177979
	Iteration 5F: 3 clusters Score -1590712 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1591221.750000 Penalty: 3103.177979
	Iteration 6F: 3 clusters Score -1591222 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1591697.625000 Penalty: 3103.177979
	Iteration 7Q: 3 clusters Score -1591698 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1592149.375000 Penalty: 3103.177979
	Iteration 8Q: 3 clusters Score -1592149 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1592500.375000 Penalty: 3103.177979
	Iteration 9Q: 3 clusters Score -1592500 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1592765.625000 Penalty: 3103.177979
	Iteration 10Q: 3 clusters Score -1592766 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1592969.500000 Penalty: 3103.177979
	Iteration 11Q: 3 clusters Score -1592970 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1593124.000000 Penalty: 3103.177979
	Iteration 12Q: 3 clusters Score -1593124 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1593232.875000 Penalty: 3103.177979
	Iteration 13Q: 3 clusters Score -1593233 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1593312.625000 Penalty: 3103.177979
	Iteration 14Q: 3 clusters Score -1593313 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1593374.500000 Penalty: 3103.177979
	Iteration 15Q: 3 clusters Score -1593374 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -1593422.375000 Penalty: 3103.177979
	Iteration 16Q: 3 clusters Score -1593422 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1593454.500000 Penalty: 3103.177979
	Iteration 17Q: 3 clusters Score -1593454 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -1593477.875000 Penalty: 3103.177979
	Iteration 18Q: 3 clusters Score -1593478 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1593504.000000 Penalty: 3103.177979
	Iteration 19Q: 3 clusters Score -1593504 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -1593521.500000 Penalty: 3103.177979
	Iteration 20F: 3 clusters Score -1593522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1593541.625000 Penalty: 3103.177979
	Iteration 21Q: 3 clusters Score -1593542 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1593562.125000 Penalty: 3103.177979
	Iteration 22Q: 3 clusters Score -1593562 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1593578.375000 Penalty: 3103.177979
	Iteration 23Q: 3 clusters Score -1593578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1593594.000000 Penalty: 3103.177979
	Iteration 24Q: 3 clusters Score -1593594 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1593602.000000 Penalty: 3103.177979
	Iteration 25Q: 3 clusters Score -1593602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1593611.125000 Penalty: 3103.177979
	Iteration 26Q: 3 clusters Score -1593611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1593621.750000 Penalty: 3103.177979
	Iteration 27Q: 3 clusters Score -1593622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1593629.750000 Penalty: 3103.177979
	Iteration 28Q: 3 clusters Score -1593630 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1593639.125000 Penalty: 3103.177979
	Iteration 29Q: 3 clusters Score -1593639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1593646.375000 Penalty: 3103.177979
	Iteration 30Q: 3 clusters Score -1593646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1593652.250000 Penalty: 3103.177979
	Iteration 31Q: 3 clusters Score -1593652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1593663.875000 Penalty: 3103.177979
	Iteration 32Q: 3 clusters Score -1593664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1593673.000000 Penalty: 3103.177979
	Iteration 33Q: 3 clusters Score -1593673 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1593685.625000 Penalty: 3103.177979
	Iteration 34Q: 3 clusters Score -1593686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1593689.625000 Penalty: 3103.177979
	Iteration 35Q: 3 clusters Score -1593690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1593694.250000 Penalty: 3103.177979
	Iteration 36Q: 3 clusters Score -1593694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1593698.125000 Penalty: 3103.177979
	Iteration 37Q: 3 clusters Score -1593698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1593698.750000 Penalty: 3103.177979
	Iteration 38Q: 3 clusters Score -1593699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1593701.750000 Penalty: 3103.177979
	Iteration 39Q: 3 clusters Score -1593702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1593703.375000 Penalty: 3103.177979
	Iteration 40F: 3 clusters Score -1593703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1593709.625000 Penalty: 3103.177979
	Iteration 41Q: 3 clusters Score -1593710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1593711.500000 Penalty: 3103.177979
	Iteration 42Q: 3 clusters Score -1593712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1593710.250000 Penalty: 3103.177979
	Iteration 43Q: 3 clusters Score -1593710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1593710.125000 Penalty: 3103.177979
	Iteration 44Q: 3 clusters Score -1593710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1593711.000000 Penalty: 3103.177979
	Iteration 45Q: 3 clusters Score -1593711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1593714.625000 Penalty: 3103.177979
	Iteration 46Q: 3 clusters Score -1593715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1593718.500000 Penalty: 3103.177979
	Iteration 47Q: 3 clusters Score -1593718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -1593720.000000 Penalty: 3103.177979
	Iteration 48Q: 3 clusters Score -1593720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1593723.750000 Penalty: 3103.177979
	Iteration 49Q: 3 clusters Score -1593724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1593721.500000 Penalty: 3103.177979
	Iteration 50Q: 3 clusters Score -1593722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1593723.875000 Penalty: 3103.177979
	Iteration 51Q: 3 clusters Score -1593724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1593724.125000 Penalty: 3103.177979
	Iteration 52Q: 3 clusters Score -1593724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1593725.125000 Penalty: 3103.177979
	Iteration 53Q: 3 clusters Score -1593725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -1593726.250000 Penalty: 3103.177979
	Iteration 54Q: 3 clusters Score -1593726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -1593724.875000 Penalty: 3103.177979
	Iteration 55Q: 3 clusters Score -1593725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1593725.125000 Penalty: 3103.177979
	Iteration 56Q: 3 clusters Score -1593725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1593723.875000 Penalty: 3103.177979
	Iteration 57Q: 3 clusters Score -1593724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -1593723.875000 Penalty: 3103.177979
	Iteration 58F: 3 clusters Score -1593724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Entering Unmasked Estep 
Score: -663347.250000 Penalty: 1396.790649
	Iteration 0F: 2 clusters Score -663347.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -659119.125000 Penalty: 2793.581299
	Iteration 0F: 3 clusters Score -659119.1 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -660319.687500 Penalty: 2793.581299
	Iteration 1F: 3 clusters Score -660319.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -660562.000000 Penalty: 2793.581299
	Iteration 2F: 3 clusters Score -660562 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -660756.375000 Penalty: 2793.581299
	Iteration 3F: 3 clusters Score -660756.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -660923.500000 Penalty: 2793.581299
	Iteration 4F: 3 clusters Score -660923.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -661051.125000 Penalty: 2793.581299
	Iteration 5Q: 3 clusters Score -661051.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -661141.062500 Penalty: 2793.581299
	Iteration 6Q: 3 clusters Score -661141.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -661236.625000 Penalty: 2793.581299
	Iteration 7Q: 3 clusters Score -661236.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -661312.375000 Penalty: 2793.581299
	Iteration 8Q: 3 clusters Score -661312.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -661377.437500 Penalty: 2793.581299
	Iteration 9Q: 3 clusters Score -661377.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -661442.687500 Penalty: 2793.581299
	Iteration 10Q: 3 clusters Score -661442.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -661498.000000 Penalty: 2793.581299
	Iteration 11Q: 3 clusters Score -661498 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -661540.250000 Penalty: 2793.581299
	Iteration 12Q: 3 clusters Score -661540.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -661575.375000 Penalty: 2793.581299
	Iteration 13Q: 3 clusters Score -661575.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -661603.875000 Penalty: 2793.581299
	Iteration 14Q: 3 clusters Score -661603.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -661631.687500 Penalty: 2793.581299
	Iteration 15Q: 3 clusters Score -661631.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -661651.500000 Penalty: 2793.581299
	Iteration 16Q: 3 clusters Score -661651.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -661661.062500 Penalty: 2793.581299
	Iteration 17Q: 3 clusters Score -661661.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -661676.375000 Penalty: 2793.581299
	Iteration 18Q: 3 clusters Score -661676.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -661691.250000 Penalty: 2793.581299
	Iteration 19Q: 3 clusters Score -661691.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -661701.875000 Penalty: 2793.581299
	Iteration 20F: 3 clusters Score -661701.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -661712.687500 Penalty: 2793.581299
	Iteration 21Q: 3 clusters Score -661712.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -661722.687500 Penalty: 2793.581299
	Iteration 22Q: 3 clusters Score -661722.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -661728.500000 Penalty: 2793.581299
	Iteration 23Q: 3 clusters Score -661728.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -661736.875000 Penalty: 2793.581299
	Iteration 24Q: 3 clusters Score -661736.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -661745.437500 Penalty: 2793.581299
	Iteration 25Q: 3 clusters Score -661745.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -661754.875000 Penalty: 2793.581299
	Iteration 26Q: 3 clusters Score -661754.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -661768.250000 Penalty: 2793.581299
	Iteration 27Q: 3 clusters Score -661768.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -661779.562500 Penalty: 2793.581299
	Iteration 28Q: 3 clusters Score -661779.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -661795.812500 Penalty: 2793.581299
	Iteration 29Q: 3 clusters Score -661795.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -661812.562500 Penalty: 2793.581299
	Iteration 30Q: 3 clusters Score -661812.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -661830.062500 Penalty: 2793.581299
	Iteration 31Q: 3 clusters Score -661830.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -661847.250000 Penalty: 2793.581299
	Iteration 32Q: 3 clusters Score -661847.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -661864.625000 Penalty: 2793.581299
	Iteration 33Q: 3 clusters Score -661864.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -661875.062500 Penalty: 2793.581299
	Iteration 34Q: 3 clusters Score -661875.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -661885.125000 Penalty: 2793.581299
	Iteration 35Q: 3 clusters Score -661885.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -661896.437500 Penalty: 2793.581299
	Iteration 36Q: 3 clusters Score -661896.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -661905.125000 Penalty: 2793.581299
	Iteration 37Q: 3 clusters Score -661905.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -661917.875000 Penalty: 2793.581299
	Iteration 38Q: 3 clusters Score -661917.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -661925.000000 Penalty: 2793.581299
	Iteration 39Q: 3 clusters Score -661925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -661936.125000 Penalty: 2793.581299
	Iteration 40F: 3 clusters Score -661936.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -661947.937500 Penalty: 2793.581299
	Iteration 41Q: 3 clusters Score -661947.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -661961.375000 Penalty: 2793.581299
	Iteration 42Q: 3 clusters Score -661961.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -661973.687500 Penalty: 2793.581299
	Iteration 43Q: 3 clusters Score -661973.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -661983.937500 Penalty: 2793.581299
	Iteration 44Q: 3 clusters Score -661983.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -661997.812500 Penalty: 2793.581299
	Iteration 45Q: 3 clusters Score -661997.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -662010.312500 Penalty: 2793.581299
	Iteration 46Q: 3 clusters Score -662010.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -662018.562500 Penalty: 2793.581299
	Iteration 47Q: 3 clusters Score -662018.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -662028.812500 Penalty: 2793.581299
	Iteration 48Q: 3 clusters Score -662028.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -662036.937500 Penalty: 2793.581299
	Iteration 49Q: 3 clusters Score -662036.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -662045.062500 Penalty: 2793.581299
	Iteration 50Q: 3 clusters Score -662045.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -662052.687500 Penalty: 2793.581299
	Iteration 51Q: 3 clusters Score -662052.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -662059.750000 Penalty: 2793.581299
	Iteration 52Q: 3 clusters Score -662059.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -662065.812500 Penalty: 2793.581299
	Iteration 53Q: 3 clusters Score -662065.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -662072.250000 Penalty: 2793.581299
	Iteration 54Q: 3 clusters Score -662072.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -662082.312500 Penalty: 2793.581299
	Iteration 55Q: 3 clusters Score -662082.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -662090.062500 Penalty: 2793.581299
	Iteration 56Q: 3 clusters Score -662090.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -662095.687500 Penalty: 2793.581299
	Iteration 57Q: 3 clusters Score -662095.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -662104.812500 Penalty: 2793.581299
	Iteration 58Q: 3 clusters Score -662104.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -662114.250000 Penalty: 2793.581299
	Iteration 59Q: 3 clusters Score -662114.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -662121.812500 Penalty: 2793.581299
	Iteration 60F: 3 clusters Score -662121.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -662128.562500 Penalty: 2793.581299
	Iteration 61Q: 3 clusters Score -662128.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -662134.562500 Penalty: 2793.581299
	Iteration 62Q: 3 clusters Score -662134.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -662141.687500 Penalty: 2793.581299
	Iteration 63Q: 3 clusters Score -662141.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -662147.125000 Penalty: 2793.581299
	Iteration 64Q: 3 clusters Score -662147.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -662154.437500 Penalty: 2793.581299
	Iteration 65Q: 3 clusters Score -662154.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -662162.562500 Penalty: 2793.581299
	Iteration 66Q: 3 clusters Score -662162.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -662169.750000 Penalty: 2793.581299
	Iteration 67Q: 3 clusters Score -662169.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -662174.125000 Penalty: 2793.581299
	Iteration 68Q: 3 clusters Score -662174.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -662177.062500 Penalty: 2793.581299
	Iteration 69Q: 3 clusters Score -662177.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -662179.812500 Penalty: 2793.581299
	Iteration 70Q: 3 clusters Score -662179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -662184.187500 Penalty: 2793.581299
	Iteration 71Q: 3 clusters Score -662184.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -662188.937500 Penalty: 2793.581299
	Iteration 72Q: 3 clusters Score -662188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -662191.187500 Penalty: 2793.581299
	Iteration 73Q: 3 clusters Score -662191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -662193.375000 Penalty: 2793.581299
	Iteration 74Q: 3 clusters Score -662193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -662195.125000 Penalty: 2793.581299
	Iteration 75Q: 3 clusters Score -662195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -662196.500000 Penalty: 2793.581299
	Iteration 76Q: 3 clusters Score -662196.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -662198.062500 Penalty: 2793.581299
	Iteration 77Q: 3 clusters Score -662198.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -662198.062500 Penalty: 2793.581299
	Iteration 78F: 3 clusters Score -662198.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -152734.421875 Penalty: 1164.267090
	Iteration 0F: 2 clusters Score -152734.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -151118.906250 Penalty: 2328.534180
	Iteration 0F: 3 clusters Score -151118.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -151493.562500 Penalty: 2328.534180
	Iteration 1F: 3 clusters Score -151493.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -151682.531250 Penalty: 2328.534180
	Iteration 2F: 3 clusters Score -151682.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -151851.984375 Penalty: 2328.534180
	Iteration 3F: 3 clusters Score -151852 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -151956.265625 Penalty: 2328.534180
	Iteration 4F: 3 clusters Score -151956.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -152065.578125 Penalty: 2328.534180
	Iteration 5F: 3 clusters Score -152065.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -152195.046875 Penalty: 2328.534180
	Iteration 6F: 3 clusters Score -152195 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -152308.921875 Penalty: 2328.534180
	Iteration 7Q: 3 clusters Score -152308.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -152444.406250 Penalty: 2328.534180
	Iteration 8Q: 3 clusters Score -152444.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -152611.406250 Penalty: 2328.534180
	Iteration 9Q: 3 clusters Score -152611.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -152817.296875 Penalty: 2328.534180
	Iteration 10Q: 3 clusters Score -152817.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -153118.921875 Penalty: 2328.534180
	Iteration 11Q: 3 clusters Score -153118.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -153402.140625 Penalty: 2328.534180
	Iteration 12Q: 3 clusters Score -153402.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -153482.078125 Penalty: 2328.534180
	Iteration 13Q: 3 clusters Score -153482.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -153490.343750 Penalty: 2328.534180
	Iteration 14Q: 3 clusters Score -153490.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -153491.609375 Penalty: 2328.534180
	Iteration 15Q: 3 clusters Score -153491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -153491.609375 Penalty: 2328.534180
	Iteration 16F: 3 clusters Score -153491.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59958 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 5613 members 
Mstep: Class 8 contains 19700 members 
Mstep: Class 9 contains 73499 members 
Mstep: Class 10 contains 17737 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32277 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14020 members 
Mstep: Class 16 contains 5408 members 
Mstep: Class 17 contains 558 members 
Mstep: Class 18 contains 9054 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 16912 members 
Mstep: Class 25 contains 6461 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19017 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19930 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 373 members 
Mstep: Class 37 contains 735 members 
Entering Unmasked Estep 
Score: -48244760.000000 Penalty: 77586.710938
Splitting cluster 17 changes total score from -48242444.000000 to -48244760.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 18 (9054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Entering Unmasked Estep 
Score: -1107956.750000 Penalty: 1480.531250
	Iteration 0F: 2 clusters Score -1107957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1101516.500000 Penalty: 2961.062500
	Iteration 0F: 3 clusters Score -1101516 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1103456.625000 Penalty: 2961.062500
	Iteration 1F: 3 clusters Score -1103457 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1103678.750000 Penalty: 2961.062500
	Iteration 2F: 3 clusters Score -1103679 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1103857.750000 Penalty: 2961.062500
	Iteration 3Q: 3 clusters Score -1103858 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1104030.500000 Penalty: 2961.062500
	Iteration 4Q: 3 clusters Score -1104030 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1104237.750000 Penalty: 2961.062500
	Iteration 5Q: 3 clusters Score -1104238 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1104510.000000 Penalty: 2961.062500
	Iteration 6F: 3 clusters Score -1104510 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1104849.750000 Penalty: 2961.062500
	Iteration 7F: 3 clusters Score -1104850 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1105253.625000 Penalty: 2961.062500
	Iteration 8F: 3 clusters Score -1105254 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1105653.500000 Penalty: 2961.062500
	Iteration 9F: 3 clusters Score -1105654 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1106057.125000 Penalty: 2961.062500
	Iteration 10Q: 3 clusters Score -1106057 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1106354.625000 Penalty: 2961.062500
	Iteration 11Q: 3 clusters Score -1106355 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1106599.750000 Penalty: 2961.062500
	Iteration 12Q: 3 clusters Score -1106600 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1106779.000000 Penalty: 2961.062500
	Iteration 13Q: 3 clusters Score -1106779 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1106878.625000 Penalty: 2961.062500
	Iteration 14Q: 3 clusters Score -1106879 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1106946.625000 Penalty: 2961.062500
	Iteration 15Q: 3 clusters Score -1106947 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1106996.500000 Penalty: 2961.062500
	Iteration 16Q: 3 clusters Score -1106996 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1107024.750000 Penalty: 2961.062500
	Iteration 17Q: 3 clusters Score -1107025 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1107038.750000 Penalty: 2961.062500
	Iteration 18Q: 3 clusters Score -1107039 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1107050.000000 Penalty: 2961.062500
	Iteration 19Q: 3 clusters Score -1107050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1107060.000000 Penalty: 2961.062500
	Iteration 20F: 3 clusters Score -1107060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1107065.750000 Penalty: 2961.062500
	Iteration 21Q: 3 clusters Score -1107066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1107071.125000 Penalty: 2961.062500
	Iteration 22Q: 3 clusters Score -1107071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1107079.500000 Penalty: 2961.062500
	Iteration 23Q: 3 clusters Score -1107080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1107084.625000 Penalty: 2961.062500
	Iteration 24Q: 3 clusters Score -1107085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1107088.750000 Penalty: 2961.062500
	Iteration 25Q: 3 clusters Score -1107089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1107093.125000 Penalty: 2961.062500
	Iteration 26Q: 3 clusters Score -1107093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1107096.500000 Penalty: 2961.062500
	Iteration 27Q: 3 clusters Score -1107096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1107096.750000 Penalty: 2961.062500
	Iteration 28Q: 3 clusters Score -1107097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1107096.875000 Penalty: 2961.062500
	Iteration 29Q: 3 clusters Score -1107097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1107099.500000 Penalty: 2961.062500
	Iteration 30Q: 3 clusters Score -1107100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1107099.500000 Penalty: 2961.062500
	Iteration 31Q: 3 clusters Score -1107100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1107100.250000 Penalty: 2961.062500
	Iteration 32Q: 3 clusters Score -1107100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1107099.875000 Penalty: 2961.062500
	Iteration 33Q: 3 clusters Score -1107100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1107101.125000 Penalty: 2961.062500
	Iteration 34Q: 3 clusters Score -1107101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1107101.125000 Penalty: 2961.062500
	Iteration 35F: 3 clusters Score -1107101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Entering Unmasked Estep 
Score: -1823092.250000 Penalty: 1557.092896
	Iteration 0F: 2 clusters Score -1823092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1812963.125000 Penalty: 3114.185791
	Iteration 0F: 3 clusters Score -1812963 nChanged 6413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1816341.625000 Penalty: 3114.185791
	Iteration 1F: 3 clusters Score -1816342 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1816614.750000 Penalty: 3114.185791
	Iteration 2F: 3 clusters Score -1816615 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1816836.750000 Penalty: 3114.185791
	Iteration 3Q: 3 clusters Score -1816837 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1817019.625000 Penalty: 3114.185791
	Iteration 4Q: 3 clusters Score -1817020 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1817205.875000 Penalty: 3114.185791
	Iteration 5Q: 3 clusters Score -1817206 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1817444.625000 Penalty: 3114.185791
	Iteration 6Q: 3 clusters Score -1817445 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1817771.000000 Penalty: 3114.185791
	Iteration 7Q: 3 clusters Score -1817771 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1818189.000000 Penalty: 3114.185791
	Iteration 8F: 3 clusters Score -1818189 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1818745.250000 Penalty: 3114.185791
	Iteration 9F: 3 clusters Score -1818745 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1819473.500000 Penalty: 3114.185791
	Iteration 10F: 3 clusters Score -1819474 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1820294.875000 Penalty: 3114.185791
	Iteration 11F: 3 clusters Score -1820295 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1820991.125000 Penalty: 3114.185791
	Iteration 12Q: 3 clusters Score -1820991 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1821394.750000 Penalty: 3114.185791
	Iteration 13Q: 3 clusters Score -1821395 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1821574.750000 Penalty: 3114.185791
	Iteration 14Q: 3 clusters Score -1821575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1821655.875000 Penalty: 3114.185791
	Iteration 15Q: 3 clusters Score -1821656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1821697.500000 Penalty: 3114.185791
	Iteration 16Q: 3 clusters Score -1821698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1821722.125000 Penalty: 3114.185791
	Iteration 17Q: 3 clusters Score -1821722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1821747.750000 Penalty: 3114.185791
	Iteration 18Q: 3 clusters Score -1821748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -1821759.000000 Penalty: 3114.185791
	Iteration 19Q: 3 clusters Score -1821759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1821767.250000 Penalty: 3114.185791
	Iteration 20F: 3 clusters Score -1821767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -1821769.875000 Penalty: 3114.185791
	Iteration 21Q: 3 clusters Score -1821770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -1821773.000000 Penalty: 3114.185791
	Iteration 22Q: 3 clusters Score -1821773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1821778.875000 Penalty: 3114.185791
	Iteration 23Q: 3 clusters Score -1821779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1821777.375000 Penalty: 3114.185791
	Iteration 24Q: 3 clusters Score -1821777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -1821777.375000 Penalty: 3114.185791
	Iteration 25F: 3 clusters Score -1821777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -284051.031250 Penalty: 1260.172974
	Iteration 0F: 2 clusters Score -284051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -281771.343750 Penalty: 2520.345947
	Iteration 0F: 3 clusters Score -281771.3 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -282299.968750 Penalty: 2520.345947
	Iteration 1F: 3 clusters Score -282300 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -282410.937500 Penalty: 2520.345947
	Iteration 2F: 3 clusters Score -282410.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -282472.875000 Penalty: 2520.345947
	Iteration 3Q: 3 clusters Score -282472.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -282516.093750 Penalty: 2520.345947
	Iteration 4Q: 3 clusters Score -282516.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -282545.968750 Penalty: 2520.345947
	Iteration 5Q: 3 clusters Score -282546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -282570.593750 Penalty: 2520.345947
	Iteration 6Q: 3 clusters Score -282570.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -282590.437500 Penalty: 2520.345947
	Iteration 7Q: 3 clusters Score -282590.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -282602.218750 Penalty: 2520.345947
	Iteration 8Q: 3 clusters Score -282602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -282606.750000 Penalty: 2520.345947
	Iteration 9Q: 3 clusters Score -282606.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -282613.968750 Penalty: 2520.345947
	Iteration 10Q: 3 clusters Score -282614 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -282619.875000 Penalty: 2520.345947
	Iteration 11Q: 3 clusters Score -282619.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -282629.375000 Penalty: 2520.345947
	Iteration 12Q: 3 clusters Score -282629.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -282633.937500 Penalty: 2520.345947
	Iteration 13Q: 3 clusters Score -282633.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -282636.812500 Penalty: 2520.345947
	Iteration 14Q: 3 clusters Score -282636.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -282639.843750 Penalty: 2520.345947
	Iteration 15Q: 3 clusters Score -282639.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -282641.718750 Penalty: 2520.345947
	Iteration 16Q: 3 clusters Score -282641.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -282641.812500 Penalty: 2520.345947
	Iteration 17Q: 3 clusters Score -282641.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -282642.187500 Penalty: 2520.345947
	Iteration 18Q: 3 clusters Score -282642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -282642.187500 Penalty: 2520.345947
	Iteration 19F: 3 clusters Score -282642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -375177.312500 Penalty: 1303.026611
	Iteration 0F: 2 clusters Score -375177.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -372430.531250 Penalty: 2606.053223
	Iteration 0F: 3 clusters Score -372430.5 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -373113.437500 Penalty: 2606.053223
	Iteration 1F: 3 clusters Score -373113.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -373282.781250 Penalty: 2606.053223
	Iteration 2F: 3 clusters Score -373282.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -373382.468750 Penalty: 2606.053223
	Iteration 3F: 3 clusters Score -373382.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -373443.281250 Penalty: 2606.053223
	Iteration 4Q: 3 clusters Score -373443.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -373484.812500 Penalty: 2606.053223
	Iteration 5Q: 3 clusters Score -373484.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -373509.437500 Penalty: 2606.053223
	Iteration 6Q: 3 clusters Score -373509.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -373527.812500 Penalty: 2606.053223
	Iteration 7Q: 3 clusters Score -373527.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -373542.562500 Penalty: 2606.053223
	Iteration 8Q: 3 clusters Score -373542.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -373553.656250 Penalty: 2606.053223
	Iteration 9Q: 3 clusters Score -373553.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -373567.500000 Penalty: 2606.053223
	Iteration 10Q: 3 clusters Score -373567.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -373584.031250 Penalty: 2606.053223
	Iteration 11Q: 3 clusters Score -373584 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -373601.062500 Penalty: 2606.053223
	Iteration 12Q: 3 clusters Score -373601.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -373618.625000 Penalty: 2606.053223
	Iteration 13Q: 3 clusters Score -373618.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -373639.500000 Penalty: 2606.053223
	Iteration 14Q: 3 clusters Score -373639.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -373659.531250 Penalty: 2606.053223
	Iteration 15Q: 3 clusters Score -373659.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -373685.937500 Penalty: 2606.053223
	Iteration 16Q: 3 clusters Score -373685.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -373725.718750 Penalty: 2606.053223
	Iteration 17Q: 3 clusters Score -373725.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -373768.250000 Penalty: 2606.053223
	Iteration 18Q: 3 clusters Score -373768.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -373805.000000 Penalty: 2606.053223
	Iteration 19Q: 3 clusters Score -373805 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -373831.156250 Penalty: 2606.053223
	Iteration 20F: 3 clusters Score -373831.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -373859.906250 Penalty: 2606.053223
	Iteration 21Q: 3 clusters Score -373859.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -373885.187500 Penalty: 2606.053223
	Iteration 22Q: 3 clusters Score -373885.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -373901.781250 Penalty: 2606.053223
	Iteration 23Q: 3 clusters Score -373901.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -373915.281250 Penalty: 2606.053223
	Iteration 24Q: 3 clusters Score -373915.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -373931.531250 Penalty: 2606.053223
	Iteration 25Q: 3 clusters Score -373931.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -373945.375000 Penalty: 2606.053223
	Iteration 26Q: 3 clusters Score -373945.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -373961.156250 Penalty: 2606.053223
	Iteration 27Q: 3 clusters Score -373961.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -373977.062500 Penalty: 2606.053223
	Iteration 28Q: 3 clusters Score -373977.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -373991.906250 Penalty: 2606.053223
	Iteration 29Q: 3 clusters Score -373991.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -374006.468750 Penalty: 2606.053223
	Iteration 30Q: 3 clusters Score -374006.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -374020.562500 Penalty: 2606.053223
	Iteration 31Q: 3 clusters Score -374020.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -374035.406250 Penalty: 2606.053223
	Iteration 32Q: 3 clusters Score -374035.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -374051.250000 Penalty: 2606.053223
	Iteration 33Q: 3 clusters Score -374051.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -374063.968750 Penalty: 2606.053223
	Iteration 34Q: 3 clusters Score -374064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -374068.187500 Penalty: 2606.053223
	Iteration 35Q: 3 clusters Score -374068.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -374070.187500 Penalty: 2606.053223
	Iteration 36Q: 3 clusters Score -374070.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -374073.750000 Penalty: 2606.053223
	Iteration 37Q: 3 clusters Score -374073.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -374078.156250 Penalty: 2606.053223
	Iteration 38Q: 3 clusters Score -374078.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -374084.062500 Penalty: 2606.053223
	Iteration 39Q: 3 clusters Score -374084.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -374087.593750 Penalty: 2606.053223
	Iteration 40F: 3 clusters Score -374087.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -374090.375000 Penalty: 2606.053223
	Iteration 41Q: 3 clusters Score -374090.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -374090.531250 Penalty: 2606.053223
	Iteration 42Q: 3 clusters Score -374090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -374092.281250 Penalty: 2606.053223
	Iteration 43Q: 3 clusters Score -374092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -374093.500000 Penalty: 2606.053223
	Iteration 44Q: 3 clusters Score -374093.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -374094.593750 Penalty: 2606.053223
	Iteration 45Q: 3 clusters Score -374094.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -374097.187500 Penalty: 2606.053223
	Iteration 46Q: 3 clusters Score -374097.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -374101.500000 Penalty: 2606.053223
	Iteration 47Q: 3 clusters Score -374101.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -374108.625000 Penalty: 2606.053223
	Iteration 48Q: 3 clusters Score -374108.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -374114.343750 Penalty: 2606.053223
	Iteration 49Q: 3 clusters Score -374114.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -374122.062500 Penalty: 2606.053223
	Iteration 50Q: 3 clusters Score -374122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -374126.718750 Penalty: 2606.053223
	Iteration 51Q: 3 clusters Score -374126.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -374134.968750 Penalty: 2606.053223
	Iteration 52Q: 3 clusters Score -374135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -374147.031250 Penalty: 2606.053223
	Iteration 53Q: 3 clusters Score -374147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -374154.375000 Penalty: 2606.053223
	Iteration 54Q: 3 clusters Score -374154.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -374162.781250 Penalty: 2606.053223
	Iteration 55Q: 3 clusters Score -374162.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -374168.687500 Penalty: 2606.053223
	Iteration 56Q: 3 clusters Score -374168.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -374171.468750 Penalty: 2606.053223
	Iteration 57Q: 3 clusters Score -374171.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -374174.156250 Penalty: 2606.053223
	Iteration 58Q: 3 clusters Score -374174.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -374177.093750 Penalty: 2606.053223
	Iteration 59Q: 3 clusters Score -374177.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -374177.906250 Penalty: 2606.053223
	Iteration 60F: 3 clusters Score -374177.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -374178.125000 Penalty: 2606.053223
	Iteration 61Q: 3 clusters Score -374178.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -374180.937500 Penalty: 2606.053223
	Iteration 62Q: 3 clusters Score -374180.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -374183.718750 Penalty: 2606.053223
	Iteration 63Q: 3 clusters Score -374183.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -374184.468750 Penalty: 2606.053223
	Iteration 64Q: 3 clusters Score -374184.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -374186.125000 Penalty: 2606.053223
	Iteration 65Q: 3 clusters Score -374186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -374186.125000 Penalty: 2606.053223
	Iteration 66F: 3 clusters Score -374186.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Entering Unmasked Estep 
Score: -688072.375000 Penalty: 1401.148682
	Iteration 0F: 2 clusters Score -688072.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -683735.750000 Penalty: 2802.297363
	Iteration 0F: 3 clusters Score -683735.8 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -684890.000000 Penalty: 2802.297363
	Iteration 1F: 3 clusters Score -684890 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -685092.187500 Penalty: 2802.297363
	Iteration 2F: 3 clusters Score -685092.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -685260.312500 Penalty: 2802.297363
	Iteration 3F: 3 clusters Score -685260.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -685401.062500 Penalty: 2802.297363
	Iteration 4Q: 3 clusters Score -685401.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -685540.562500 Penalty: 2802.297363
	Iteration 5Q: 3 clusters Score -685540.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -685692.250000 Penalty: 2802.297363
	Iteration 6Q: 3 clusters Score -685692.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -685842.312500 Penalty: 2802.297363
	Iteration 7Q: 3 clusters Score -685842.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -685984.500000 Penalty: 2802.297363
	Iteration 8Q: 3 clusters Score -685984.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -686095.125000 Penalty: 2802.297363
	Iteration 9Q: 3 clusters Score -686095.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -686172.500000 Penalty: 2802.297363
	Iteration 10Q: 3 clusters Score -686172.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -686224.000000 Penalty: 2802.297363
	Iteration 11Q: 3 clusters Score -686224 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -686269.125000 Penalty: 2802.297363
	Iteration 12Q: 3 clusters Score -686269.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -686311.750000 Penalty: 2802.297363
	Iteration 13Q: 3 clusters Score -686311.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -686351.750000 Penalty: 2802.297363
	Iteration 14Q: 3 clusters Score -686351.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -686376.437500 Penalty: 2802.297363
	Iteration 15Q: 3 clusters Score -686376.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -686399.312500 Penalty: 2802.297363
	Iteration 16Q: 3 clusters Score -686399.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -686421.312500 Penalty: 2802.297363
	Iteration 17Q: 3 clusters Score -686421.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -686442.562500 Penalty: 2802.297363
	Iteration 18Q: 3 clusters Score -686442.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -686462.000000 Penalty: 2802.297363
	Iteration 19Q: 3 clusters Score -686462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -686476.937500 Penalty: 2802.297363
	Iteration 20F: 3 clusters Score -686476.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -686490.250000 Penalty: 2802.297363
	Iteration 21Q: 3 clusters Score -686490.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -686507.187500 Penalty: 2802.297363
	Iteration 22Q: 3 clusters Score -686507.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -686521.250000 Penalty: 2802.297363
	Iteration 23Q: 3 clusters Score -686521.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -686532.625000 Penalty: 2802.297363
	Iteration 24Q: 3 clusters Score -686532.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -686540.437500 Penalty: 2802.297363
	Iteration 25Q: 3 clusters Score -686540.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -686551.375000 Penalty: 2802.297363
	Iteration 26Q: 3 clusters Score -686551.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -686556.812500 Penalty: 2802.297363
	Iteration 27Q: 3 clusters Score -686556.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -686562.062500 Penalty: 2802.297363
	Iteration 28Q: 3 clusters Score -686562.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -686567.500000 Penalty: 2802.297363
	Iteration 29Q: 3 clusters Score -686567.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -686570.437500 Penalty: 2802.297363
	Iteration 30Q: 3 clusters Score -686570.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -686573.875000 Penalty: 2802.297363
	Iteration 31Q: 3 clusters Score -686573.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -686578.250000 Penalty: 2802.297363
	Iteration 32Q: 3 clusters Score -686578.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -686583.125000 Penalty: 2802.297363
	Iteration 33Q: 3 clusters Score -686583.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -686585.937500 Penalty: 2802.297363
	Iteration 34Q: 3 clusters Score -686585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -686586.687500 Penalty: 2802.297363
	Iteration 35Q: 3 clusters Score -686586.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -686587.750000 Penalty: 2802.297363
	Iteration 36Q: 3 clusters Score -686587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -686588.187500 Penalty: 2802.297363
	Iteration 37Q: 3 clusters Score -686588.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -686589.562500 Penalty: 2802.297363
	Iteration 38Q: 3 clusters Score -686589.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -686590.937500 Penalty: 2802.297363
	Iteration 39Q: 3 clusters Score -686590.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -686592.000000 Penalty: 2802.297363
	Iteration 40F: 3 clusters Score -686592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -686594.500000 Penalty: 2802.297363
	Iteration 41Q: 3 clusters Score -686594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -686595.312500 Penalty: 2802.297363
	Iteration 42Q: 3 clusters Score -686595.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -686595.312500 Penalty: 2802.297363
	Iteration 43F: 3 clusters Score -686595.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Entering Unmasked Estep 
Score: -774858.937500 Penalty: 1424.817505
	Iteration 0F: 2 clusters Score -774858.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -770006.562500 Penalty: 2849.635010
	Iteration 0F: 3 clusters Score -770006.6 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -771536.312500 Penalty: 2849.635010
	Iteration 1F: 3 clusters Score -771536.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -771856.625000 Penalty: 2849.635010
	Iteration 2F: 3 clusters Score -771856.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -772161.750000 Penalty: 2849.635010
	Iteration 3F: 3 clusters Score -772161.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -772468.875000 Penalty: 2849.635010
	Iteration 4F: 3 clusters Score -772468.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -772744.812500 Penalty: 2849.635010
	Iteration 5F: 3 clusters Score -772744.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -772943.062500 Penalty: 2849.635010
	Iteration 6F: 3 clusters Score -772943.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -773116.062500 Penalty: 2849.635010
	Iteration 7Q: 3 clusters Score -773116.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -773248.250000 Penalty: 2849.635010
	Iteration 8Q: 3 clusters Score -773248.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -773331.437500 Penalty: 2849.635010
	Iteration 9Q: 3 clusters Score -773331.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -773387.375000 Penalty: 2849.635010
	Iteration 10Q: 3 clusters Score -773387.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -773424.812500 Penalty: 2849.635010
	Iteration 11Q: 3 clusters Score -773424.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -773451.187500 Penalty: 2849.635010
	Iteration 12Q: 3 clusters Score -773451.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -773477.250000 Penalty: 2849.635010
	Iteration 13Q: 3 clusters Score -773477.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -773496.875000 Penalty: 2849.635010
	Iteration 14Q: 3 clusters Score -773496.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -773516.125000 Penalty: 2849.635010
	Iteration 15Q: 3 clusters Score -773516.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -773527.062500 Penalty: 2849.635010
	Iteration 16Q: 3 clusters Score -773527.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -773540.312500 Penalty: 2849.635010
	Iteration 17Q: 3 clusters Score -773540.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -773554.375000 Penalty: 2849.635010
	Iteration 18Q: 3 clusters Score -773554.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -773577.500000 Penalty: 2849.635010
	Iteration 19Q: 3 clusters Score -773577.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -773593.187500 Penalty: 2849.635010
	Iteration 20F: 3 clusters Score -773593.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -773607.375000 Penalty: 2849.635010
	Iteration 21Q: 3 clusters Score -773607.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -773621.062500 Penalty: 2849.635010
	Iteration 22Q: 3 clusters Score -773621.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -773640.000000 Penalty: 2849.635010
	Iteration 23Q: 3 clusters Score -773640 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -773658.375000 Penalty: 2849.635010
	Iteration 24Q: 3 clusters Score -773658.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -773690.062500 Penalty: 2849.635010
	Iteration 25Q: 3 clusters Score -773690.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -773728.187500 Penalty: 2849.635010
	Iteration 26Q: 3 clusters Score -773728.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -773760.937500 Penalty: 2849.635010
	Iteration 27Q: 3 clusters Score -773760.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -773791.187500 Penalty: 2849.635010
	Iteration 28Q: 3 clusters Score -773791.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -773820.187500 Penalty: 2849.635010
	Iteration 29Q: 3 clusters Score -773820.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -773844.375000 Penalty: 2849.635010
	Iteration 30Q: 3 clusters Score -773844.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -773872.125000 Penalty: 2849.635010
	Iteration 31Q: 3 clusters Score -773872.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -773891.562500 Penalty: 2849.635010
	Iteration 32Q: 3 clusters Score -773891.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -773916.812500 Penalty: 2849.635010
	Iteration 33Q: 3 clusters Score -773916.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -773942.250000 Penalty: 2849.635010
	Iteration 34Q: 3 clusters Score -773942.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -773963.250000 Penalty: 2849.635010
	Iteration 35Q: 3 clusters Score -773963.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -773989.625000 Penalty: 2849.635010
	Iteration 36Q: 3 clusters Score -773989.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -774010.625000 Penalty: 2849.635010
	Iteration 37Q: 3 clusters Score -774010.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -774023.125000 Penalty: 2849.635010
	Iteration 38Q: 3 clusters Score -774023.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -774034.000000 Penalty: 2849.635010
	Iteration 39Q: 3 clusters Score -774034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -774039.687500 Penalty: 2849.635010
	Iteration 40F: 3 clusters Score -774039.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -774044.687500 Penalty: 2849.635010
	Iteration 41Q: 3 clusters Score -774044.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -774044.437500 Penalty: 2849.635010
	Iteration 42Q: 3 clusters Score -774044.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -774046.687500 Penalty: 2849.635010
	Iteration 43Q: 3 clusters Score -774046.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -774047.687500 Penalty: 2849.635010
	Iteration 44Q: 3 clusters Score -774047.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -774047.687500 Penalty: 2849.635010
	Iteration 45F: 3 clusters Score -774047.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Entering Unmasked Estep 
Score: -2108826.000000 Penalty: 1582.064087
	Iteration 0F: 2 clusters Score -2108826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2097206.250000 Penalty: 3164.128174
	Iteration 0F: 3 clusters Score -2097206 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -2101201.750000 Penalty: 3164.128174
	Iteration 1F: 3 clusters Score -2101202 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2101508.000000 Penalty: 3164.128174
	Iteration 2F: 3 clusters Score -2101508 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -2101815.500000 Penalty: 3164.128174
	Iteration 3Q: 3 clusters Score -2101816 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -2102195.750000 Penalty: 3164.128174
	Iteration 4Q: 3 clusters Score -2102196 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2102758.250000 Penalty: 3164.128174
	Iteration 5F: 3 clusters Score -2102758 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2103561.750000 Penalty: 3164.128174
	Iteration 6F: 3 clusters Score -2103562 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2104530.250000 Penalty: 3164.128174
	Iteration 7F: 3 clusters Score -2104530 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2105469.750000 Penalty: 3164.128174
	Iteration 8F: 3 clusters Score -2105470 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2106204.750000 Penalty: 3164.128174
	Iteration 9Q: 3 clusters Score -2106205 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2106729.750000 Penalty: 3164.128174
	Iteration 10Q: 3 clusters Score -2106730 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2107037.000000 Penalty: 3164.128174
	Iteration 11Q: 3 clusters Score -2107037 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -2107208.750000 Penalty: 3164.128174
	Iteration 12Q: 3 clusters Score -2107209 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2107305.750000 Penalty: 3164.128174
	Iteration 13Q: 3 clusters Score -2107306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2107369.250000 Penalty: 3164.128174
	Iteration 14Q: 3 clusters Score -2107369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2107405.250000 Penalty: 3164.128174
	Iteration 15Q: 3 clusters Score -2107405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2107425.750000 Penalty: 3164.128174
	Iteration 16Q: 3 clusters Score -2107426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2107436.000000 Penalty: 3164.128174
	Iteration 17Q: 3 clusters Score -2107436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2107448.500000 Penalty: 3164.128174
	Iteration 18Q: 3 clusters Score -2107448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2107448.750000 Penalty: 3164.128174
	Iteration 19Q: 3 clusters Score -2107449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2107453.250000 Penalty: 3164.128174
	Iteration 20F: 3 clusters Score -2107453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -2107456.250000 Penalty: 3164.128174
	Iteration 21Q: 3 clusters Score -2107456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2107456.250000 Penalty: 3164.128174
	Iteration 22Q: 3 clusters Score -2107456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2107458.500000 Penalty: 3164.128174
	Iteration 23Q: 3 clusters Score -2107458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2107458.500000 Penalty: 3164.128174
	Iteration 24F: 3 clusters Score -2107458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Entering Unmasked Estep 
Score: -803507.562500 Penalty: 1425.700195
	Iteration 0F: 2 clusters Score -803507.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -798575.687500 Penalty: 2851.400391
	Iteration 0F: 3 clusters Score -798575.7 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -800042.687500 Penalty: 2851.400391
	Iteration 1F: 3 clusters Score -800042.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -800310.750000 Penalty: 2851.400391
	Iteration 2F: 3 clusters Score -800310.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -800503.375000 Penalty: 2851.400391
	Iteration 3F: 3 clusters Score -800503.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -800673.250000 Penalty: 2851.400391
	Iteration 4Q: 3 clusters Score -800673.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -800840.062500 Penalty: 2851.400391
	Iteration 5Q: 3 clusters Score -800840.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -801004.687500 Penalty: 2851.400391
	Iteration 6Q: 3 clusters Score -801004.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -801153.687500 Penalty: 2851.400391
	Iteration 7Q: 3 clusters Score -801153.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -801279.625000 Penalty: 2851.400391
	Iteration 8Q: 3 clusters Score -801279.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -801393.687500 Penalty: 2851.400391
	Iteration 9Q: 3 clusters Score -801393.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -801514.062500 Penalty: 2851.400391
	Iteration 10Q: 3 clusters Score -801514.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -801619.375000 Penalty: 2851.400391
	Iteration 11Q: 3 clusters Score -801619.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -801716.312500 Penalty: 2851.400391
	Iteration 12Q: 3 clusters Score -801716.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -801825.312500 Penalty: 2851.400391
	Iteration 13Q: 3 clusters Score -801825.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -801940.687500 Penalty: 2851.400391
	Iteration 14Q: 3 clusters Score -801940.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -802045.625000 Penalty: 2851.400391
	Iteration 15Q: 3 clusters Score -802045.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -802136.437500 Penalty: 2851.400391
	Iteration 16Q: 3 clusters Score -802136.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -802228.187500 Penalty: 2851.400391
	Iteration 17Q: 3 clusters Score -802228.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -802285.750000 Penalty: 2851.400391
	Iteration 18Q: 3 clusters Score -802285.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -802317.500000 Penalty: 2851.400391
	Iteration 19Q: 3 clusters Score -802317.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -802339.937500 Penalty: 2851.400391
	Iteration 20F: 3 clusters Score -802339.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -802352.750000 Penalty: 2851.400391
	Iteration 21Q: 3 clusters Score -802352.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -802364.375000 Penalty: 2851.400391
	Iteration 22Q: 3 clusters Score -802364.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -802371.125000 Penalty: 2851.400391
	Iteration 23Q: 3 clusters Score -802371.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -802376.187500 Penalty: 2851.400391
	Iteration 24Q: 3 clusters Score -802376.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -802378.875000 Penalty: 2851.400391
	Iteration 25Q: 3 clusters Score -802378.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -802380.562500 Penalty: 2851.400391
	Iteration 26Q: 3 clusters Score -802380.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -802381.812500 Penalty: 2851.400391
	Iteration 27Q: 3 clusters Score -802381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -802382.750000 Penalty: 2851.400391
	Iteration 28Q: 3 clusters Score -802382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -802382.500000 Penalty: 2851.400391
	Iteration 29Q: 3 clusters Score -802382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -802384.000000 Penalty: 2851.400391
	Iteration 30Q: 3 clusters Score -802384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -802384.000000 Penalty: 2851.400391
	Iteration 31Q: 3 clusters Score -802384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -802384.000000 Penalty: 2851.400391
	Iteration 32F: 3 clusters Score -802384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -158803.343750 Penalty: 1161.606201
	Iteration 0F: 2 clusters Score -158803.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -157196.765625 Penalty: 2323.212402
	Iteration 0F: 3 clusters Score -157196.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -157500.000000 Penalty: 2323.212402
	Iteration 1F: 3 clusters Score -157500 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -157565.218750 Penalty: 2323.212402
	Iteration 2F: 3 clusters Score -157565.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -157586.312500 Penalty: 2323.212402
	Iteration 3Q: 3 clusters Score -157586.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -157594.953125 Penalty: 2323.212402
	Iteration 4Q: 3 clusters Score -157595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157606.765625 Penalty: 2323.212402
	Iteration 5Q: 3 clusters Score -157606.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -157616.140625 Penalty: 2323.212402
	Iteration 6Q: 3 clusters Score -157616.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -157627.015625 Penalty: 2323.212402
	Iteration 7Q: 3 clusters Score -157627 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -157635.781250 Penalty: 2323.212402
	Iteration 8Q: 3 clusters Score -157635.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -157641.078125 Penalty: 2323.212402
	Iteration 9Q: 3 clusters Score -157641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -157644.640625 Penalty: 2323.212402
	Iteration 10Q: 3 clusters Score -157644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -157646.078125 Penalty: 2323.212402
	Iteration 11Q: 3 clusters Score -157646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -157647.984375 Penalty: 2323.212402
	Iteration 12Q: 3 clusters Score -157648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -157648.453125 Penalty: 2323.212402
	Iteration 13Q: 3 clusters Score -157648.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -157649.140625 Penalty: 2323.212402
	Iteration 14Q: 3 clusters Score -157649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -157649.140625 Penalty: 2323.212402
	Iteration 15F: 3 clusters Score -157649.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -258767.125000 Penalty: 1246.974243
	Iteration 0F: 2 clusters Score -258767.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -256592.781250 Penalty: 2493.948486
	Iteration 0F: 3 clusters Score -256592.8 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -257091.812500 Penalty: 2493.948486
	Iteration 1F: 3 clusters Score -257091.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -257227.640625 Penalty: 2493.948486
	Iteration 2F: 3 clusters Score -257227.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -257307.015625 Penalty: 2493.948486
	Iteration 3Q: 3 clusters Score -257307 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -257359.375000 Penalty: 2493.948486
	Iteration 4Q: 3 clusters Score -257359.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -257408.187500 Penalty: 2493.948486
	Iteration 5Q: 3 clusters Score -257408.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -257457.046875 Penalty: 2493.948486
	Iteration 6Q: 3 clusters Score -257457 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -257491.296875 Penalty: 2493.948486
	Iteration 7Q: 3 clusters Score -257491.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -257520.750000 Penalty: 2493.948486
	Iteration 8Q: 3 clusters Score -257520.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -257552.828125 Penalty: 2493.948486
	Iteration 9Q: 3 clusters Score -257552.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -257572.718750 Penalty: 2493.948486
	Iteration 10Q: 3 clusters Score -257572.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -257589.171875 Penalty: 2493.948486
	Iteration 11Q: 3 clusters Score -257589.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -257596.421875 Penalty: 2493.948486
	Iteration 12Q: 3 clusters Score -257596.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -257603.390625 Penalty: 2493.948486
	Iteration 13Q: 3 clusters Score -257603.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -257611.046875 Penalty: 2493.948486
	Iteration 14Q: 3 clusters Score -257611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -257614.968750 Penalty: 2493.948486
	Iteration 15Q: 3 clusters Score -257615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -257617.062500 Penalty: 2493.948486
	Iteration 16Q: 3 clusters Score -257617.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -257618.890625 Penalty: 2493.948486
	Iteration 17Q: 3 clusters Score -257618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -257620.796875 Penalty: 2493.948486
	Iteration 18Q: 3 clusters Score -257620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -257620.953125 Penalty: 2493.948486
	Iteration 19Q: 3 clusters Score -257621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -257621.500000 Penalty: 2493.948486
	Iteration 20F: 3 clusters Score -257621.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -184153.437500 Penalty: 1191.190796
	Iteration 0F: 2 clusters Score -184153.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -182361.546875 Penalty: 2382.381592
	Iteration 0F: 3 clusters Score -182361.5 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -182746.500000 Penalty: 2382.381592
	Iteration 1F: 3 clusters Score -182746.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -182874.656250 Penalty: 2382.381592
	Iteration 2F: 3 clusters Score -182874.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -182976.343750 Penalty: 2382.381592
	Iteration 3F: 3 clusters Score -182976.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -183065.375000 Penalty: 2382.381592
	Iteration 4F: 3 clusters Score -183065.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -183141.562500 Penalty: 2382.381592
	Iteration 5Q: 3 clusters Score -183141.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -183198.375000 Penalty: 2382.381592
	Iteration 6Q: 3 clusters Score -183198.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -183241.234375 Penalty: 2382.381592
	Iteration 7Q: 3 clusters Score -183241.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -183294.531250 Penalty: 2382.381592
	Iteration 8Q: 3 clusters Score -183294.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -183332.296875 Penalty: 2382.381592
	Iteration 9Q: 3 clusters Score -183332.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -183361.734375 Penalty: 2382.381592
	Iteration 10Q: 3 clusters Score -183361.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -183383.531250 Penalty: 2382.381592
	Iteration 11Q: 3 clusters Score -183383.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -183404.906250 Penalty: 2382.381592
	Iteration 12Q: 3 clusters Score -183404.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -183428.171875 Penalty: 2382.381592
	Iteration 13Q: 3 clusters Score -183428.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -183443.828125 Penalty: 2382.381592
	Iteration 14Q: 3 clusters Score -183443.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -183454.171875 Penalty: 2382.381592
	Iteration 15Q: 3 clusters Score -183454.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -183459.421875 Penalty: 2382.381592
	Iteration 16Q: 3 clusters Score -183459.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -183462.578125 Penalty: 2382.381592
	Iteration 17Q: 3 clusters Score -183462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -183464.765625 Penalty: 2382.381592
	Iteration 18Q: 3 clusters Score -183464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -183466.593750 Penalty: 2382.381592
	Iteration 19Q: 3 clusters Score -183466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -183467.406250 Penalty: 2382.381592
	Iteration 20F: 3 clusters Score -183467.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -183467.812500 Penalty: 2382.381592
	Iteration 21Q: 3 clusters Score -183467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -183467.812500 Penalty: 2382.381592
	Iteration 22F: 3 clusters Score -183467.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Entering Unmasked Estep 
Score: -345794.781250 Penalty: 1290.864746
	Iteration 0F: 2 clusters Score -345794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -343159.062500 Penalty: 2581.729492
	Iteration 0F: 3 clusters Score -343159.1 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -343796.375000 Penalty: 2581.729492
	Iteration 1F: 3 clusters Score -343796.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -343901.968750 Penalty: 2581.729492
	Iteration 2F: 3 clusters Score -343902 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -343972.531250 Penalty: 2581.729492
	Iteration 3Q: 3 clusters Score -343972.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -344020.406250 Penalty: 2581.729492
	Iteration 4Q: 3 clusters Score -344020.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -344047.156250 Penalty: 2581.729492
	Iteration 5Q: 3 clusters Score -344047.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -344067.906250 Penalty: 2581.729492
	Iteration 6Q: 3 clusters Score -344067.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -344093.437500 Penalty: 2581.729492
	Iteration 7Q: 3 clusters Score -344093.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -344125.750000 Penalty: 2581.729492
	Iteration 8Q: 3 clusters Score -344125.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -344159.062500 Penalty: 2581.729492
	Iteration 9Q: 3 clusters Score -344159.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -344187.750000 Penalty: 2581.729492
	Iteration 10Q: 3 clusters Score -344187.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -344211.156250 Penalty: 2581.729492
	Iteration 11Q: 3 clusters Score -344211.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -344224.343750 Penalty: 2581.729492
	Iteration 12Q: 3 clusters Score -344224.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -344236.625000 Penalty: 2581.729492
	Iteration 13Q: 3 clusters Score -344236.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -344245.468750 Penalty: 2581.729492
	Iteration 14Q: 3 clusters Score -344245.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -344257.906250 Penalty: 2581.729492
	Iteration 15Q: 3 clusters Score -344257.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -344268.093750 Penalty: 2581.729492
	Iteration 16Q: 3 clusters Score -344268.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -344279.343750 Penalty: 2581.729492
	Iteration 17Q: 3 clusters Score -344279.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -344288.468750 Penalty: 2581.729492
	Iteration 18Q: 3 clusters Score -344288.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -344295.031250 Penalty: 2581.729492
	Iteration 19Q: 3 clusters Score -344295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -344299.531250 Penalty: 2581.729492
	Iteration 20F: 3 clusters Score -344299.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -344302.156250 Penalty: 2581.729492
	Iteration 21Q: 3 clusters Score -344302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -344303.343750 Penalty: 2581.729492
	Iteration 22Q: 3 clusters Score -344303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -344304.281250 Penalty: 2581.729492
	Iteration 23Q: 3 clusters Score -344304.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -344305.312500 Penalty: 2581.729492
	Iteration 24Q: 3 clusters Score -344305.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -344307.031250 Penalty: 2581.729492
	Iteration 25Q: 3 clusters Score -344307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -344307.781250 Penalty: 2581.729492
	Iteration 26Q: 3 clusters Score -344307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -344310.843750 Penalty: 2581.729492
	Iteration 27Q: 3 clusters Score -344310.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -344313.593750 Penalty: 2581.729492
	Iteration 28Q: 3 clusters Score -344313.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -344314.750000 Penalty: 2581.729492
	Iteration 29Q: 3 clusters Score -344314.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -344317.593750 Penalty: 2581.729492
	Iteration 30Q: 3 clusters Score -344317.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -344321.125000 Penalty: 2581.729492
	Iteration 31Q: 3 clusters Score -344321.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -344330.343750 Penalty: 2581.729492
	Iteration 32Q: 3 clusters Score -344330.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -344336.281250 Penalty: 2581.729492
	Iteration 33Q: 3 clusters Score -344336.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -344341.843750 Penalty: 2581.729492
	Iteration 34Q: 3 clusters Score -344341.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -344346.875000 Penalty: 2581.729492
	Iteration 35Q: 3 clusters Score -344346.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -344350.468750 Penalty: 2581.729492
	Iteration 36Q: 3 clusters Score -344350.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -344355.468750 Penalty: 2581.729492
	Iteration 37Q: 3 clusters Score -344355.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -344360.562500 Penalty: 2581.729492
	Iteration 38Q: 3 clusters Score -344360.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -344365.906250 Penalty: 2581.729492
	Iteration 39Q: 3 clusters Score -344365.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -344370.968750 Penalty: 2581.729492
	Iteration 40F: 3 clusters Score -344371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -344375.593750 Penalty: 2581.729492
	Iteration 41Q: 3 clusters Score -344375.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -344380.906250 Penalty: 2581.729492
	Iteration 42Q: 3 clusters Score -344380.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -344385.937500 Penalty: 2581.729492
	Iteration 43Q: 3 clusters Score -344385.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -344391.218750 Penalty: 2581.729492
	Iteration 44Q: 3 clusters Score -344391.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -344394.000000 Penalty: 2581.729492
	Iteration 45Q: 3 clusters Score -344394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -344398.218750 Penalty: 2581.729492
	Iteration 46Q: 3 clusters Score -344398.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -344405.062500 Penalty: 2581.729492
	Iteration 47Q: 3 clusters Score -344405.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -344410.062500 Penalty: 2581.729492
	Iteration 48Q: 3 clusters Score -344410.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -344413.812500 Penalty: 2581.729492
	Iteration 49Q: 3 clusters Score -344413.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -344416.656250 Penalty: 2581.729492
	Iteration 50Q: 3 clusters Score -344416.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -344419.437500 Penalty: 2581.729492
	Iteration 51Q: 3 clusters Score -344419.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -344421.312500 Penalty: 2581.729492
	Iteration 52Q: 3 clusters Score -344421.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -344424.000000 Penalty: 2581.729492
	Iteration 53Q: 3 clusters Score -344424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -344429.125000 Penalty: 2581.729492
	Iteration 54Q: 3 clusters Score -344429.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -344434.781250 Penalty: 2581.729492
	Iteration 55Q: 3 clusters Score -344434.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -344438.125000 Penalty: 2581.729492
	Iteration 56Q: 3 clusters Score -344438.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -344438.843750 Penalty: 2581.729492
	Iteration 57Q: 3 clusters Score -344438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -344440.125000 Penalty: 2581.729492
	Iteration 58Q: 3 clusters Score -344440.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -344441.750000 Penalty: 2581.729492
	Iteration 59Q: 3 clusters Score -344441.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -344445.156250 Penalty: 2581.729492
	Iteration 60F: 3 clusters Score -344445.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -344448.656250 Penalty: 2581.729492
	Iteration 61Q: 3 clusters Score -344448.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -344448.968750 Penalty: 2581.729492
	Iteration 62Q: 3 clusters Score -344449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -344450.281250 Penalty: 2581.729492
	Iteration 63Q: 3 clusters Score -344450.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -344452.250000 Penalty: 2581.729492
	Iteration 64Q: 3 clusters Score -344452.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -344454.468750 Penalty: 2581.729492
	Iteration 65Q: 3 clusters Score -344454.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -344455.406250 Penalty: 2581.729492
	Iteration 66Q: 3 clusters Score -344455.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -344455.968750 Penalty: 2581.729492
	Iteration 67Q: 3 clusters Score -344456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -344455.968750 Penalty: 2581.729492
	Iteration 68F: 3 clusters Score -344456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Entering Unmasked Estep 
Score: -2333930.250000 Penalty: 1601.126831
	Iteration 0F: 2 clusters Score -2333930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -2320850.250000 Penalty: 3202.253662
	Iteration 0F: 3 clusters Score -2320850 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2325560.500000 Penalty: 3202.253662
	Iteration 1F: 3 clusters Score -2325560 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -2325953.000000 Penalty: 3202.253662
	Iteration 2F: 3 clusters Score -2325953 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2326357.500000 Penalty: 3202.253662
	Iteration 3Q: 3 clusters Score -2326358 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2326734.250000 Penalty: 3202.253662
	Iteration 4Q: 3 clusters Score -2326734 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2327197.500000 Penalty: 3202.253662
	Iteration 5Q: 3 clusters Score -2327198 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2327741.000000 Penalty: 3202.253662
	Iteration 6F: 3 clusters Score -2327741 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2328317.500000 Penalty: 3202.253662
	Iteration 7F: 3 clusters Score -2328318 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -2328887.250000 Penalty: 3202.253662
	Iteration 8F: 3 clusters Score -2328887 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2329435.500000 Penalty: 3202.253662
	Iteration 9Q: 3 clusters Score -2329436 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2329890.000000 Penalty: 3202.253662
	Iteration 10Q: 3 clusters Score -2329890 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2330264.000000 Penalty: 3202.253662
	Iteration 11Q: 3 clusters Score -2330264 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -2330565.250000 Penalty: 3202.253662
	Iteration 12Q: 3 clusters Score -2330565 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2330798.750000 Penalty: 3202.253662
	Iteration 13Q: 3 clusters Score -2330799 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2331032.500000 Penalty: 3202.253662
	Iteration 14Q: 3 clusters Score -2331032 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -2331256.000000 Penalty: 3202.253662
	Iteration 15Q: 3 clusters Score -2331256 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -2331439.750000 Penalty: 3202.253662
	Iteration 16Q: 3 clusters Score -2331440 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2331627.000000 Penalty: 3202.253662
	Iteration 17Q: 3 clusters Score -2331627 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -2331792.250000 Penalty: 3202.253662
	Iteration 18Q: 3 clusters Score -2331792 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2331905.250000 Penalty: 3202.253662
	Iteration 19Q: 3 clusters Score -2331905 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -2331984.500000 Penalty: 3202.253662
	Iteration 20F: 3 clusters Score -2331984 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2332066.250000 Penalty: 3202.253662
	Iteration 21Q: 3 clusters Score -2332066 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -2332166.000000 Penalty: 3202.253662
	Iteration 22Q: 3 clusters Score -2332166 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2332238.750000 Penalty: 3202.253662
	Iteration 23Q: 3 clusters Score -2332239 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2332315.000000 Penalty: 3202.253662
	Iteration 24Q: 3 clusters Score -2332315 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -2332407.500000 Penalty: 3202.253662
	Iteration 25Q: 3 clusters Score -2332408 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2332463.750000 Penalty: 3202.253662
	Iteration 26Q: 3 clusters Score -2332464 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -2332529.000000 Penalty: 3202.253662
	Iteration 27Q: 3 clusters Score -2332529 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2332580.000000 Penalty: 3202.253662
	Iteration 28Q: 3 clusters Score -2332580 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2332629.750000 Penalty: 3202.253662
	Iteration 29Q: 3 clusters Score -2332630 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -2332675.250000 Penalty: 3202.253662
	Iteration 30Q: 3 clusters Score -2332675 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2332718.250000 Penalty: 3202.253662
	Iteration 31Q: 3 clusters Score -2332718 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2332745.250000 Penalty: 3202.253662
	Iteration 32Q: 3 clusters Score -2332745 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2332767.750000 Penalty: 3202.253662
	Iteration 33Q: 3 clusters Score -2332768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2332782.000000 Penalty: 3202.253662
	Iteration 34Q: 3 clusters Score -2332782 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2332800.750000 Penalty: 3202.253662
	Iteration 35Q: 3 clusters Score -2332801 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2332818.500000 Penalty: 3202.253662
	Iteration 36Q: 3 clusters Score -2332818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2332825.500000 Penalty: 3202.253662
	Iteration 37Q: 3 clusters Score -2332826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2332834.000000 Penalty: 3202.253662
	Iteration 38Q: 3 clusters Score -2332834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2332842.750000 Penalty: 3202.253662
	Iteration 39Q: 3 clusters Score -2332843 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2332847.750000 Penalty: 3202.253662
	Iteration 40F: 3 clusters Score -2332848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2332857.000000 Penalty: 3202.253662
	Iteration 41Q: 3 clusters Score -2332857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2332861.500000 Penalty: 3202.253662
	Iteration 42Q: 3 clusters Score -2332862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2332869.500000 Penalty: 3202.253662
	Iteration 43Q: 3 clusters Score -2332870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2332885.000000 Penalty: 3202.253662
	Iteration 44Q: 3 clusters Score -2332885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2332896.000000 Penalty: 3202.253662
	Iteration 45Q: 3 clusters Score -2332896 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2332897.500000 Penalty: 3202.253662
	Iteration 46Q: 3 clusters Score -2332898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2332902.500000 Penalty: 3202.253662
	Iteration 47Q: 3 clusters Score -2332902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2332904.750000 Penalty: 3202.253662
	Iteration 48Q: 3 clusters Score -2332905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2332908.000000 Penalty: 3202.253662
	Iteration 49Q: 3 clusters Score -2332908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2332910.500000 Penalty: 3202.253662
	Iteration 50Q: 3 clusters Score -2332910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2332914.750000 Penalty: 3202.253662
	Iteration 51Q: 3 clusters Score -2332915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2332916.250000 Penalty: 3202.253662
	Iteration 52Q: 3 clusters Score -2332916 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2332918.750000 Penalty: 3202.253662
	Iteration 53Q: 3 clusters Score -2332919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2332919.000000 Penalty: 3202.253662
	Iteration 54Q: 3 clusters Score -2332919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2332918.500000 Penalty: 3202.253662
	Iteration 55Q: 3 clusters Score -2332918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2332921.500000 Penalty: 3202.253662
	Iteration 56Q: 3 clusters Score -2332922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2332925.750000 Penalty: 3202.253662
	Iteration 57Q: 3 clusters Score -2332926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2332927.000000 Penalty: 3202.253662
	Iteration 58Q: 3 clusters Score -2332927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -2332929.000000 Penalty: 3202.253662
	Iteration 59Q: 3 clusters Score -2332929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2332931.000000 Penalty: 3202.253662
	Iteration 60F: 3 clusters Score -2332931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2332930.500000 Penalty: 3202.253662
	Iteration 61Q: 3 clusters Score -2332930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2332931.250000 Penalty: 3202.253662
	Iteration 62Q: 3 clusters Score -2332931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2332935.250000 Penalty: 3202.253662
	Iteration 63Q: 3 clusters Score -2332935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2332934.000000 Penalty: 3202.253662
	Iteration 64Q: 3 clusters Score -2332934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2332935.750000 Penalty: 3202.253662
	Iteration 65Q: 3 clusters Score -2332936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2332938.500000 Penalty: 3202.253662
	Iteration 66Q: 3 clusters Score -2332938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2332942.000000 Penalty: 3202.253662
	Iteration 67Q: 3 clusters Score -2332942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2332944.500000 Penalty: 3202.253662
	Iteration 68Q: 3 clusters Score -2332944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2332942.750000 Penalty: 3202.253662
	Iteration 69Q: 3 clusters Score -2332943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2332939.750000 Penalty: 3202.253662
	Iteration 70Q: 3 clusters Score -2332940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2332940.500000 Penalty: 3202.253662
	Iteration 71Q: 3 clusters Score -2332940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2332943.000000 Penalty: 3202.253662
	Iteration 72Q: 3 clusters Score -2332943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2332941.750000 Penalty: 3202.253662
	Iteration 73Q: 3 clusters Score -2332942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2332943.250000 Penalty: 3202.253662
	Iteration 74Q: 3 clusters Score -2332943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2332942.000000 Penalty: 3202.253662
	Iteration 75Q: 3 clusters Score -2332942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -2332945.000000 Penalty: 3202.253662
	Iteration 76Q: 3 clusters Score -2332945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2332943.750000 Penalty: 3202.253662
	Iteration 77Q: 3 clusters Score -2332944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2332943.250000 Penalty: 3202.253662
	Iteration 78Q: 3 clusters Score -2332943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2332943.250000 Penalty: 3202.253662
	Iteration 79F: 3 clusters Score -2332943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Entering Unmasked Estep 
Score: -502626.437500 Penalty: 1353.843628
	Iteration 0F: 2 clusters Score -502626.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -499128.062500 Penalty: 2707.687256
	Iteration 0F: 3 clusters Score -499128.1 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -500047.812500 Penalty: 2707.687256
	Iteration 1F: 3 clusters Score -500047.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -500256.843750 Penalty: 2707.687256
	Iteration 2F: 3 clusters Score -500256.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -500462.906250 Penalty: 2707.687256
	Iteration 3F: 3 clusters Score -500462.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -500705.062500 Penalty: 2707.687256
	Iteration 4F: 3 clusters Score -500705.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -500940.250000 Penalty: 2707.687256
	Iteration 5F: 3 clusters Score -500940.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -501130.750000 Penalty: 2707.687256
	Iteration 6F: 3 clusters Score -501130.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -501306.312500 Penalty: 2707.687256
	Iteration 7Q: 3 clusters Score -501306.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -501461.968750 Penalty: 2707.687256
	Iteration 8Q: 3 clusters Score -501462 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -501569.093750 Penalty: 2707.687256
	Iteration 9Q: 3 clusters Score -501569.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -501652.468750 Penalty: 2707.687256
	Iteration 10Q: 3 clusters Score -501652.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -501732.593750 Penalty: 2707.687256
	Iteration 11Q: 3 clusters Score -501732.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -501843.218750 Penalty: 2707.687256
	Iteration 12Q: 3 clusters Score -501843.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -501986.468750 Penalty: 2707.687256
	Iteration 13Q: 3 clusters Score -501986.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -502095.593750 Penalty: 2707.687256
	Iteration 14Q: 3 clusters Score -502095.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -502203.812500 Penalty: 2707.687256
	Iteration 15Q: 3 clusters Score -502203.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -502272.968750 Penalty: 2707.687256
	Iteration 16Q: 3 clusters Score -502273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -502292.156250 Penalty: 2707.687256
	Iteration 17Q: 3 clusters Score -502292.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -502299.656250 Penalty: 2707.687256
	Iteration 18Q: 3 clusters Score -502299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -502301.781250 Penalty: 2707.687256
	Iteration 19Q: 3 clusters Score -502301.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -502303.968750 Penalty: 2707.687256
	Iteration 20F: 3 clusters Score -502304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -502305.812500 Penalty: 2707.687256
	Iteration 21Q: 3 clusters Score -502305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -502309.218750 Penalty: 2707.687256
	Iteration 22Q: 3 clusters Score -502309.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -502309.218750 Penalty: 2707.687256
	Iteration 23Q: 3 clusters Score -502309.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -502309.937500 Penalty: 2707.687256
	Iteration 24Q: 3 clusters Score -502309.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -502309.937500 Penalty: 2707.687256
	Iteration 25F: 3 clusters Score -502309.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Entering Unmasked Estep 
Score: -2472817.500000 Penalty: 1608.746948
	Iteration 0F: 2 clusters Score -2472818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -2459231.000000 Penalty: 3217.493896
	Iteration 0F: 3 clusters Score -2459231 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2464066.500000 Penalty: 3217.493896
	Iteration 1F: 3 clusters Score -2464066 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2464338.750000 Penalty: 3217.493896
	Iteration 2Q: 3 clusters Score -2464339 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2464562.750000 Penalty: 3217.493896
	Iteration 3Q: 3 clusters Score -2464563 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2464802.000000 Penalty: 3217.493896
	Iteration 4Q: 3 clusters Score -2464802 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2465078.250000 Penalty: 3217.493896
	Iteration 5Q: 3 clusters Score -2465078 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2465401.000000 Penalty: 3217.493896
	Iteration 6Q: 3 clusters Score -2465401 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2465781.000000 Penalty: 3217.493896
	Iteration 7Q: 3 clusters Score -2465781 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2466207.250000 Penalty: 3217.493896
	Iteration 8Q: 3 clusters Score -2466207 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -2466601.750000 Penalty: 3217.493896
	Iteration 9Q: 3 clusters Score -2466602 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -2466996.750000 Penalty: 3217.493896
	Iteration 10Q: 3 clusters Score -2466997 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2467310.000000 Penalty: 3217.493896
	Iteration 11Q: 3 clusters Score -2467310 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -2467581.750000 Penalty: 3217.493896
	Iteration 12Q: 3 clusters Score -2467582 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2467798.000000 Penalty: 3217.493896
	Iteration 13Q: 3 clusters Score -2467798 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -2467983.500000 Penalty: 3217.493896
	Iteration 14Q: 3 clusters Score -2467984 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2468151.250000 Penalty: 3217.493896
	Iteration 15Q: 3 clusters Score -2468151 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2468294.500000 Penalty: 3217.493896
	Iteration 16Q: 3 clusters Score -2468294 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2468394.250000 Penalty: 3217.493896
	Iteration 17Q: 3 clusters Score -2468394 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2468475.500000 Penalty: 3217.493896
	Iteration 18Q: 3 clusters Score -2468476 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2468555.500000 Penalty: 3217.493896
	Iteration 19Q: 3 clusters Score -2468556 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2468659.750000 Penalty: 3217.493896
	Iteration 20F: 3 clusters Score -2468660 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2468736.500000 Penalty: 3217.493896
	Iteration 21Q: 3 clusters Score -2468736 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2468816.500000 Penalty: 3217.493896
	Iteration 22Q: 3 clusters Score -2468816 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2468914.750000 Penalty: 3217.493896
	Iteration 23Q: 3 clusters Score -2468915 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2469038.750000 Penalty: 3217.493896
	Iteration 24Q: 3 clusters Score -2469039 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2469180.250000 Penalty: 3217.493896
	Iteration 25Q: 3 clusters Score -2469180 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2469364.000000 Penalty: 3217.493896
	Iteration 26Q: 3 clusters Score -2469364 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2469549.500000 Penalty: 3217.493896
	Iteration 27Q: 3 clusters Score -2469550 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2469750.750000 Penalty: 3217.493896
	Iteration 28Q: 3 clusters Score -2469751 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -2469926.500000 Penalty: 3217.493896
	Iteration 29Q: 3 clusters Score -2469926 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2470101.000000 Penalty: 3217.493896
	Iteration 30Q: 3 clusters Score -2470101 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2470240.000000 Penalty: 3217.493896
	Iteration 31Q: 3 clusters Score -2470240 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2470350.500000 Penalty: 3217.493896
	Iteration 32Q: 3 clusters Score -2470350 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2470435.000000 Penalty: 3217.493896
	Iteration 33Q: 3 clusters Score -2470435 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -2470519.750000 Penalty: 3217.493896
	Iteration 34Q: 3 clusters Score -2470520 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2470602.000000 Penalty: 3217.493896
	Iteration 35Q: 3 clusters Score -2470602 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -2470690.000000 Penalty: 3217.493896
	Iteration 36Q: 3 clusters Score -2470690 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2470746.500000 Penalty: 3217.493896
	Iteration 37Q: 3 clusters Score -2470746 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2470795.750000 Penalty: 3217.493896
	Iteration 38Q: 3 clusters Score -2470796 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -2470837.250000 Penalty: 3217.493896
	Iteration 39Q: 3 clusters Score -2470837 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2470877.750000 Penalty: 3217.493896
	Iteration 40F: 3 clusters Score -2470878 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -2470894.500000 Penalty: 3217.493896
	Iteration 41Q: 3 clusters Score -2470894 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -2470910.000000 Penalty: 3217.493896
	Iteration 42Q: 3 clusters Score -2470910 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2470935.750000 Penalty: 3217.493896
	Iteration 43Q: 3 clusters Score -2470936 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2470944.250000 Penalty: 3217.493896
	Iteration 44Q: 3 clusters Score -2470944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2470961.750000 Penalty: 3217.493896
	Iteration 45Q: 3 clusters Score -2470962 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2470998.750000 Penalty: 3217.493896
	Iteration 46Q: 3 clusters Score -2470999 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2471022.000000 Penalty: 3217.493896
	Iteration 47Q: 3 clusters Score -2471022 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2471028.250000 Penalty: 3217.493896
	Iteration 48Q: 3 clusters Score -2471028 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2471045.750000 Penalty: 3217.493896
	Iteration 49Q: 3 clusters Score -2471046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2471058.000000 Penalty: 3217.493896
	Iteration 50Q: 3 clusters Score -2471058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2471067.500000 Penalty: 3217.493896
	Iteration 51Q: 3 clusters Score -2471068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2471071.250000 Penalty: 3217.493896
	Iteration 52Q: 3 clusters Score -2471071 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -2471087.250000 Penalty: 3217.493896
	Iteration 53Q: 3 clusters Score -2471087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -2471100.500000 Penalty: 3217.493896
	Iteration 54Q: 3 clusters Score -2471100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2471123.750000 Penalty: 3217.493896
	Iteration 55Q: 3 clusters Score -2471124 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2471145.500000 Penalty: 3217.493896
	Iteration 56Q: 3 clusters Score -2471146 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2471172.000000 Penalty: 3217.493896
	Iteration 57Q: 3 clusters Score -2471172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2471188.250000 Penalty: 3217.493896
	Iteration 58Q: 3 clusters Score -2471188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2471200.500000 Penalty: 3217.493896
	Iteration 59Q: 3 clusters Score -2471200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2471226.250000 Penalty: 3217.493896
	Iteration 60F: 3 clusters Score -2471226 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -2471235.250000 Penalty: 3217.493896
	Iteration 61Q: 3 clusters Score -2471235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2471244.750000 Penalty: 3217.493896
	Iteration 62Q: 3 clusters Score -2471245 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2471258.000000 Penalty: 3217.493896
	Iteration 63Q: 3 clusters Score -2471258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2471280.000000 Penalty: 3217.493896
	Iteration 64Q: 3 clusters Score -2471280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2471289.500000 Penalty: 3217.493896
	Iteration 65Q: 3 clusters Score -2471290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2471306.500000 Penalty: 3217.493896
	Iteration 66Q: 3 clusters Score -2471306 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2471318.750000 Penalty: 3217.493896
	Iteration 67Q: 3 clusters Score -2471319 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2471322.750000 Penalty: 3217.493896
	Iteration 68Q: 3 clusters Score -2471323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2471331.500000 Penalty: 3217.493896
	Iteration 69Q: 3 clusters Score -2471332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2471336.500000 Penalty: 3217.493896
	Iteration 70Q: 3 clusters Score -2471336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2471340.500000 Penalty: 3217.493896
	Iteration 71Q: 3 clusters Score -2471340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2471357.750000 Penalty: 3217.493896
	Iteration 72Q: 3 clusters Score -2471358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2471371.000000 Penalty: 3217.493896
	Iteration 73Q: 3 clusters Score -2471371 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2471373.750000 Penalty: 3217.493896
	Iteration 74Q: 3 clusters Score -2471374 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2471375.500000 Penalty: 3217.493896
	Iteration 75Q: 3 clusters Score -2471376 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2471389.250000 Penalty: 3217.493896
	Iteration 76Q: 3 clusters Score -2471389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2471392.250000 Penalty: 3217.493896
	Iteration 77Q: 3 clusters Score -2471392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2471394.000000 Penalty: 3217.493896
	Iteration 78Q: 3 clusters Score -2471394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2471398.500000 Penalty: 3217.493896
	Iteration 79Q: 3 clusters Score -2471398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2471404.250000 Penalty: 3217.493896
	Iteration 80F: 3 clusters Score -2471404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2471400.750000 Penalty: 3217.493896
	Iteration 81Q: 3 clusters Score -2471401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2471397.250000 Penalty: 3217.493896
	Iteration 82Q: 3 clusters Score -2471397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2471400.250000 Penalty: 3217.493896
	Iteration 83Q: 3 clusters Score -2471400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2471402.250000 Penalty: 3217.493896
	Iteration 84Q: 3 clusters Score -2471402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2471398.750000 Penalty: 3217.493896
	Iteration 85Q: 3 clusters Score -2471399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2471400.500000 Penalty: 3217.493896
	Iteration 86Q: 3 clusters Score -2471400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2471400.500000 Penalty: 3217.493896
	Iteration 87F: 3 clusters Score -2471400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Entering Unmasked Estep 
Score: -411486.812500 Penalty: 1321.660278
	Iteration 0F: 2 clusters Score -411486.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -408513.812500 Penalty: 2643.320557
	Iteration 0F: 3 clusters Score -408513.8 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -409402.468750 Penalty: 2643.320557
	Iteration 1F: 3 clusters Score -409402.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -409623.156250 Penalty: 2643.320557
	Iteration 2F: 3 clusters Score -409623.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -409767.437500 Penalty: 2643.320557
	Iteration 3F: 3 clusters Score -409767.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -409866.906250 Penalty: 2643.320557
	Iteration 4Q: 3 clusters Score -409866.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -409915.687500 Penalty: 2643.320557
	Iteration 5Q: 3 clusters Score -409915.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -409943.156250 Penalty: 2643.320557
	Iteration 6Q: 3 clusters Score -409943.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -409972.968750 Penalty: 2643.320557
	Iteration 7Q: 3 clusters Score -409973 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -410008.531250 Penalty: 2643.320557
	Iteration 8Q: 3 clusters Score -410008.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -410066.000000 Penalty: 2643.320557
	Iteration 9Q: 3 clusters Score -410066 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -410151.062500 Penalty: 2643.320557
	Iteration 10Q: 3 clusters Score -410151.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -410233.968750 Penalty: 2643.320557
	Iteration 11Q: 3 clusters Score -410234 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -410305.906250 Penalty: 2643.320557
	Iteration 12Q: 3 clusters Score -410305.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -410364.718750 Penalty: 2643.320557
	Iteration 13Q: 3 clusters Score -410364.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -410416.187500 Penalty: 2643.320557
	Iteration 14Q: 3 clusters Score -410416.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -410465.500000 Penalty: 2643.320557
	Iteration 15Q: 3 clusters Score -410465.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -410512.156250 Penalty: 2643.320557
	Iteration 16Q: 3 clusters Score -410512.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -410543.406250 Penalty: 2643.320557
	Iteration 17Q: 3 clusters Score -410543.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -410576.031250 Penalty: 2643.320557
	Iteration 18Q: 3 clusters Score -410576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -410607.656250 Penalty: 2643.320557
	Iteration 19Q: 3 clusters Score -410607.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -410642.968750 Penalty: 2643.320557
	Iteration 20F: 3 clusters Score -410643 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -410675.781250 Penalty: 2643.320557
	Iteration 21Q: 3 clusters Score -410675.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -410704.125000 Penalty: 2643.320557
	Iteration 22Q: 3 clusters Score -410704.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -410732.625000 Penalty: 2643.320557
	Iteration 23Q: 3 clusters Score -410732.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -410756.968750 Penalty: 2643.320557
	Iteration 24Q: 3 clusters Score -410757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -410786.437500 Penalty: 2643.320557
	Iteration 25Q: 3 clusters Score -410786.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -410811.718750 Penalty: 2643.320557
	Iteration 26Q: 3 clusters Score -410811.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -410842.625000 Penalty: 2643.320557
	Iteration 27Q: 3 clusters Score -410842.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -410863.343750 Penalty: 2643.320557
	Iteration 28Q: 3 clusters Score -410863.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -410878.718750 Penalty: 2643.320557
	Iteration 29Q: 3 clusters Score -410878.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -410895.375000 Penalty: 2643.320557
	Iteration 30Q: 3 clusters Score -410895.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -410908.500000 Penalty: 2643.320557
	Iteration 31Q: 3 clusters Score -410908.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -410936.000000 Penalty: 2643.320557
	Iteration 32Q: 3 clusters Score -410936 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -410964.156250 Penalty: 2643.320557
	Iteration 33Q: 3 clusters Score -410964.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -410981.468750 Penalty: 2643.320557
	Iteration 34Q: 3 clusters Score -410981.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -410990.562500 Penalty: 2643.320557
	Iteration 35Q: 3 clusters Score -410990.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -410996.312500 Penalty: 2643.320557
	Iteration 36Q: 3 clusters Score -410996.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -411000.343750 Penalty: 2643.320557
	Iteration 37Q: 3 clusters Score -411000.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -411003.062500 Penalty: 2643.320557
	Iteration 38Q: 3 clusters Score -411003.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -411005.500000 Penalty: 2643.320557
	Iteration 39Q: 3 clusters Score -411005.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -411009.000000 Penalty: 2643.320557
	Iteration 40F: 3 clusters Score -411009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -411013.000000 Penalty: 2643.320557
	Iteration 41Q: 3 clusters Score -411013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -411016.812500 Penalty: 2643.320557
	Iteration 42Q: 3 clusters Score -411016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -411019.656250 Penalty: 2643.320557
	Iteration 43Q: 3 clusters Score -411019.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -411021.250000 Penalty: 2643.320557
	Iteration 44Q: 3 clusters Score -411021.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -411024.125000 Penalty: 2643.320557
	Iteration 45Q: 3 clusters Score -411024.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -411024.406250 Penalty: 2643.320557
	Iteration 46Q: 3 clusters Score -411024.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -411024.406250 Penalty: 2643.320557
	Iteration 47F: 3 clusters Score -411024.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Entering Unmasked Estep 
Score: -1744707.375000 Penalty: 1553.008545
	Iteration 0F: 2 clusters Score -1744707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1734917.500000 Penalty: 3106.017090
	Iteration 0F: 3 clusters Score -1734918 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1738322.125000 Penalty: 3106.017090
	Iteration 1F: 3 clusters Score -1738322 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1738589.000000 Penalty: 3106.017090
	Iteration 2F: 3 clusters Score -1738589 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1738812.750000 Penalty: 3106.017090
	Iteration 3Q: 3 clusters Score -1738813 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1739024.875000 Penalty: 3106.017090
	Iteration 4Q: 3 clusters Score -1739025 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1739258.625000 Penalty: 3106.017090
	Iteration 5Q: 3 clusters Score -1739259 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1739526.875000 Penalty: 3106.017090
	Iteration 6Q: 3 clusters Score -1739527 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1739840.250000 Penalty: 3106.017090
	Iteration 7Q: 3 clusters Score -1739840 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1740240.750000 Penalty: 3106.017090
	Iteration 8Q: 3 clusters Score -1740241 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1740777.625000 Penalty: 3106.017090
	Iteration 9F: 3 clusters Score -1740778 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1741424.500000 Penalty: 3106.017090
	Iteration 10F: 3 clusters Score -1741424 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1742036.000000 Penalty: 3106.017090
	Iteration 11F: 3 clusters Score -1742036 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1742501.500000 Penalty: 3106.017090
	Iteration 12Q: 3 clusters Score -1742502 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1742815.500000 Penalty: 3106.017090
	Iteration 13Q: 3 clusters Score -1742816 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1743011.375000 Penalty: 3106.017090
	Iteration 14Q: 3 clusters Score -1743011 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1743119.250000 Penalty: 3106.017090
	Iteration 15Q: 3 clusters Score -1743119 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1743211.375000 Penalty: 3106.017090
	Iteration 16Q: 3 clusters Score -1743211 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1743263.125000 Penalty: 3106.017090
	Iteration 17Q: 3 clusters Score -1743263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1743301.750000 Penalty: 3106.017090
	Iteration 18Q: 3 clusters Score -1743302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1743320.250000 Penalty: 3106.017090
	Iteration 19Q: 3 clusters Score -1743320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1743331.375000 Penalty: 3106.017090
	Iteration 20F: 3 clusters Score -1743331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1743348.875000 Penalty: 3106.017090
	Iteration 21Q: 3 clusters Score -1743349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1743356.750000 Penalty: 3106.017090
	Iteration 22Q: 3 clusters Score -1743357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1743365.750000 Penalty: 3106.017090
	Iteration 23Q: 3 clusters Score -1743366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1743372.500000 Penalty: 3106.017090
	Iteration 24Q: 3 clusters Score -1743372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1743381.000000 Penalty: 3106.017090
	Iteration 25Q: 3 clusters Score -1743381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1743384.125000 Penalty: 3106.017090
	Iteration 26Q: 3 clusters Score -1743384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1743390.250000 Penalty: 3106.017090
	Iteration 27Q: 3 clusters Score -1743390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1743394.250000 Penalty: 3106.017090
	Iteration 28Q: 3 clusters Score -1743394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1743399.625000 Penalty: 3106.017090
	Iteration 29Q: 3 clusters Score -1743400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1743398.625000 Penalty: 3106.017090
	Iteration 30Q: 3 clusters Score -1743399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1743398.625000 Penalty: 3106.017090
	Iteration 31F: 3 clusters Score -1743399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -103113.468750 Penalty: 1096.863892
	Iteration 0F: 2 clusters Score -103113.5 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 433 members 
Entering Unmasked Estep 
Score: -101736.804688 Penalty: 2193.727783
	Iteration 0F: 3 clusters Score -101736.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -101953.515625 Penalty: 2193.727783
	Iteration 1F: 3 clusters Score -101953.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -102021.773438 Penalty: 2193.727783
	Iteration 2F: 3 clusters Score -102021.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -102062.093750 Penalty: 2193.727783
	Iteration 3Q: 3 clusters Score -102062.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -102085.976562 Penalty: 2193.727783
	Iteration 4Q: 3 clusters Score -102086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -102095.640625 Penalty: 2193.727783
	Iteration 5Q: 3 clusters Score -102095.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -102112.101562 Penalty: 2193.727783
	Iteration 6Q: 3 clusters Score -102112.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -102121.734375 Penalty: 2193.727783
	Iteration 7Q: 3 clusters Score -102121.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -102129.062500 Penalty: 2193.727783
	Iteration 8Q: 3 clusters Score -102129.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -102134.617188 Penalty: 2193.727783
	Iteration 9Q: 3 clusters Score -102134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -102135.500000 Penalty: 2193.727783
	Iteration 10Q: 3 clusters Score -102135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -102136.898438 Penalty: 2193.727783
	Iteration 11Q: 3 clusters Score -102136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -102138.351562 Penalty: 2193.727783
	Iteration 12Q: 3 clusters Score -102138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -102138.351562 Penalty: 2193.727783
	Iteration 13F: 3 clusters Score -102138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1301 members 
Mstep: Class 3 contains 59958 members 
Mstep: Class 4 contains 2238 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 5613 members 
Mstep: Class 8 contains 19700 members 
Mstep: Class 9 contains 73499 members 
Mstep: Class 10 contains 17737 members 
Mstep: Class 11 contains 2127 members 
Mstep: Class 12 contains 32277 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 14020 members 
Mstep: Class 16 contains 5408 members 
Mstep: Class 17 contains 558 members 
Mstep: Class 18 contains 9054 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 16912 members 
Mstep: Class 25 contains 6461 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2151 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19017 members 
Mstep: Class 31 contains 4152 members 
Mstep: Class 32 contains 19930 members 
Mstep: Class 33 contains 3406 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244816.000000 Penalty: 77586.710938
Iteration 199Q: 38 clusters Score -4.824482e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59969 members 
Mstep: Class 4 contains 2227 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10208 members 
Mstep: Class 7 contains 5616 members 
Mstep: Class 8 contains 19701 members 
Mstep: Class 9 contains 73473 members 
Mstep: Class 10 contains 17737 members 
Mstep: Class 11 contains 2131 members 
Mstep: Class 12 contains 32300 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 14018 members 
Mstep: Class 16 contains 5407 members 
Mstep: Class 17 contains 563 members 
Mstep: Class 18 contains 9042 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16909 members 
Mstep: Class 25 contains 6459 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2155 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 19021 members 
Mstep: Class 31 contains 4153 members 
Mstep: Class 32 contains 19929 members 
Mstep: Class 33 contains 3411 members 
Mstep: Class 34 contains 14143 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 373 members 
Mstep: Class 37 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244988.000000 Penalty: 77586.710938
Iteration 200F: 38 clusters Score -4.824499e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59971 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 5618 members 
Mstep: Class 8 contains 19702 members 
Mstep: Class 9 contains 73465 members 
Mstep: Class 10 contains 17737 members 
Mstep: Class 11 contains 2121 members 
Mstep: Class 12 contains 32310 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 14015 members 
Mstep: Class 16 contains 5404 members 
Mstep: Class 17 contains 565 members 
Mstep: Class 18 contains 9035 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16904 members 
Mstep: Class 25 contains 6458 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2155 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 18998 members 
Mstep: Class 31 contains 4153 members 
Mstep: Class 32 contains 19928 members 
Mstep: Class 33 contains 3400 members 
Mstep: Class 34 contains 14144 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 381 members 
Mstep: Class 37 contains 768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245052.000000 Penalty: 77586.710938
Iteration 201Q: 38 clusters Score -4.824505e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59971 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 3221 members 
Mstep: Class 6 contains 10212 members 
Mstep: Class 7 contains 5618 members 
Mstep: Class 8 contains 19702 members 
Mstep: Class 9 contains 73472 members 
Mstep: Class 10 contains 17740 members 
Mstep: Class 11 contains 2117 members 
Mstep: Class 12 contains 32321 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 5400 members 
Mstep: Class 17 contains 569 members 
Mstep: Class 18 contains 9028 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16902 members 
Mstep: Class 25 contains 6457 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2154 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 18987 members 
Mstep: Class 31 contains 4153 members 
Mstep: Class 32 contains 19928 members 
Mstep: Class 33 contains 3391 members 
Mstep: Class 34 contains 14144 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245048.000000 Penalty: 77586.710938
Iteration 202Q: 38 clusters Score -4.824505e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1302 members 
Mstep: Class 3 contains 59975 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3220 members 
Mstep: Class 6 contains 10209 members 
Mstep: Class 7 contains 5618 members 
Mstep: Class 8 contains 19705 members 
Mstep: Class 9 contains 73468 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 2114 members 
Mstep: Class 12 contains 32326 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 14012 members 
Mstep: Class 16 contains 5399 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9027 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16900 members 
Mstep: Class 25 contains 6456 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2152 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 18984 members 
Mstep: Class 31 contains 4154 members 
Mstep: Class 32 contains 19928 members 
Mstep: Class 33 contains 3385 members 
Mstep: Class 34 contains 14144 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245088.000000 Penalty: 77586.710938
Iteration 203Q: 38 clusters Score -4.824509e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 59976 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3219 members 
Mstep: Class 6 contains 10208 members 
Mstep: Class 7 contains 5617 members 
Mstep: Class 8 contains 19709 members 
Mstep: Class 9 contains 73469 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 2112 members 
Mstep: Class 12 contains 32328 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 14011 members 
Mstep: Class 16 contains 5399 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6427 members 
Mstep: Class 24 contains 16899 members 
Mstep: Class 25 contains 6455 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 18981 members 
Mstep: Class 31 contains 4155 members 
Mstep: Class 32 contains 19928 members 
Mstep: Class 33 contains 3378 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245124.000000 Penalty: 77586.710938
Iteration 204Q: 38 clusters Score -4.824512e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1304 members 
Mstep: Class 3 contains 59980 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3219 members 
Mstep: Class 6 contains 10210 members 
Mstep: Class 7 contains 5615 members 
Mstep: Class 8 contains 19712 members 
Mstep: Class 9 contains 73462 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 2111 members 
Mstep: Class 12 contains 32332 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 14012 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 16898 members 
Mstep: Class 25 contains 6455 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 18978 members 
Mstep: Class 31 contains 4155 members 
Mstep: Class 32 contains 19928 members 
Mstep: Class 33 contains 3374 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245144.000000 Penalty: 77586.710938
Iteration 205Q: 38 clusters Score -4.824514e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 59981 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3217 members 
Mstep: Class 6 contains 10213 members 
Mstep: Class 7 contains 5613 members 
Mstep: Class 8 contains 19716 members 
Mstep: Class 9 contains 73456 members 
Mstep: Class 10 contains 17743 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32337 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3505 members 
Mstep: Class 15 contains 14014 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9025 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6425 members 
Mstep: Class 24 contains 16897 members 
Mstep: Class 25 contains 6455 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2154 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 18974 members 
Mstep: Class 31 contains 4155 members 
Mstep: Class 32 contains 19928 members 
Mstep: Class 33 contains 3372 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245060.000000 Penalty: 77586.710938
Iteration 206Q: 38 clusters Score -4.824506e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 59985 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3217 members 
Mstep: Class 6 contains 10214 members 
Mstep: Class 7 contains 5614 members 
Mstep: Class 8 contains 19717 members 
Mstep: Class 9 contains 73454 members 
Mstep: Class 10 contains 17743 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32340 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14013 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9024 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 16897 members 
Mstep: Class 25 contains 6455 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2154 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 18967 members 
Mstep: Class 31 contains 4155 members 
Mstep: Class 32 contains 19927 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14144 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245060.000000 Penalty: 77586.710938
Iteration 207Q: 38 clusters Score -4.824506e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 59989 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3217 members 
Mstep: Class 6 contains 10215 members 
Mstep: Class 7 contains 5615 members 
Mstep: Class 8 contains 19722 members 
Mstep: Class 9 contains 73453 members 
Mstep: Class 10 contains 17743 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32339 members 
Mstep: Class 13 contains 14800 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14012 members 
Mstep: Class 16 contains 5399 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 16894 members 
Mstep: Class 25 contains 6455 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2154 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 18961 members 
Mstep: Class 31 contains 4155 members 
Mstep: Class 32 contains 19927 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14144 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245032.000000 Penalty: 77586.710938
Iteration 208Q: 38 clusters Score -4.824503e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 59991 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 10218 members 
Mstep: Class 7 contains 5616 members 
Mstep: Class 8 contains 19726 members 
Mstep: Class 9 contains 73448 members 
Mstep: Class 10 contains 17743 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32343 members 
Mstep: Class 13 contains 14801 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14012 members 
Mstep: Class 16 contains 5397 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 16891 members 
Mstep: Class 25 contains 6454 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2154 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 18958 members 
Mstep: Class 31 contains 4155 members 
Mstep: Class 32 contains 19927 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14144 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245044.000000 Penalty: 77586.710938
Iteration 209Q: 38 clusters Score -4.824504e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 59994 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 10221 members 
Mstep: Class 7 contains 5619 members 
Mstep: Class 8 contains 19728 members 
Mstep: Class 9 contains 73445 members 
Mstep: Class 10 contains 17743 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32344 members 
Mstep: Class 13 contains 14802 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14011 members 
Mstep: Class 16 contains 5396 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 16888 members 
Mstep: Class 25 contains 6452 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2154 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 18954 members 
Mstep: Class 31 contains 4156 members 
Mstep: Class 32 contains 19927 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14144 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245024.000000 Penalty: 77586.710938
Iteration 210Q: 38 clusters Score -4.824502e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 59997 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3216 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 5624 members 
Mstep: Class 8 contains 19730 members 
Mstep: Class 9 contains 73442 members 
Mstep: Class 10 contains 17743 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32347 members 
Mstep: Class 13 contains 14801 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14010 members 
Mstep: Class 16 contains 5394 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 16884 members 
Mstep: Class 25 contains 6447 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2154 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 18950 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 19929 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14144 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245036.000000 Penalty: 77586.710938
Iteration 211Q: 38 clusters Score -4.824504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 60000 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3217 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 5623 members 
Mstep: Class 8 contains 19733 members 
Mstep: Class 9 contains 73442 members 
Mstep: Class 10 contains 17744 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32349 members 
Mstep: Class 13 contains 14801 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14010 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 16884 members 
Mstep: Class 25 contains 6445 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 2154 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2818 members 
Mstep: Class 30 contains 18944 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 19929 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245040.000000 Penalty: 77586.710938
Iteration 212Q: 38 clusters Score -4.824504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 59999 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3218 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 5627 members 
Mstep: Class 8 contains 19734 members 
Mstep: Class 9 contains 73441 members 
Mstep: Class 10 contains 17744 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32349 members 
Mstep: Class 13 contains 14801 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14012 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 16883 members 
Mstep: Class 25 contains 6444 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 2154 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2819 members 
Mstep: Class 30 contains 18939 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 19929 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14146 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245060.000000 Penalty: 77586.710938
Iteration 213Q: 38 clusters Score -4.824506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 60000 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3218 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 5628 members 
Mstep: Class 8 contains 19735 members 
Mstep: Class 9 contains 73439 members 
Mstep: Class 10 contains 17745 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32351 members 
Mstep: Class 13 contains 14802 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14014 members 
Mstep: Class 16 contains 5391 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6426 members 
Mstep: Class 24 contains 16882 members 
Mstep: Class 25 contains 6443 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 18934 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 19929 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14146 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245044.000000 Penalty: 77586.710938
Iteration 214Q: 38 clusters Score -4.824504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 59998 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3218 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 5629 members 
Mstep: Class 8 contains 19738 members 
Mstep: Class 9 contains 73437 members 
Mstep: Class 10 contains 17745 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32350 members 
Mstep: Class 13 contains 14804 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14015 members 
Mstep: Class 16 contains 5391 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6429 members 
Mstep: Class 24 contains 16880 members 
Mstep: Class 25 contains 6443 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 18932 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 19929 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245020.000000 Penalty: 77586.710938
Iteration 215Q: 38 clusters Score -4.824502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 59998 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3218 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 5630 members 
Mstep: Class 8 contains 19738 members 
Mstep: Class 9 contains 73439 members 
Mstep: Class 10 contains 17745 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32349 members 
Mstep: Class 13 contains 14806 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14016 members 
Mstep: Class 16 contains 5391 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6429 members 
Mstep: Class 24 contains 16878 members 
Mstep: Class 25 contains 6443 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 18929 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 19929 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245020.000000 Penalty: 77586.710938
Iteration 216Q: 38 clusters Score -4.824502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 60000 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3218 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 5629 members 
Mstep: Class 8 contains 19738 members 
Mstep: Class 9 contains 73438 members 
Mstep: Class 10 contains 17745 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32351 members 
Mstep: Class 13 contains 14808 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14019 members 
Mstep: Class 16 contains 5391 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6429 members 
Mstep: Class 24 contains 16873 members 
Mstep: Class 25 contains 6443 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 18928 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 19928 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245072.000000 Penalty: 77586.710938
Iteration 217Q: 38 clusters Score -4.824507e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 60005 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3217 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 5626 members 
Mstep: Class 8 contains 19739 members 
Mstep: Class 9 contains 73437 members 
Mstep: Class 10 contains 17745 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32351 members 
Mstep: Class 13 contains 14809 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14020 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9023 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6429 members 
Mstep: Class 24 contains 16870 members 
Mstep: Class 25 contains 6443 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 18928 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 19927 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245084.000000 Penalty: 77586.710938
Iteration 218Q: 38 clusters Score -4.824508e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 60007 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3217 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 5626 members 
Mstep: Class 8 contains 19737 members 
Mstep: Class 9 contains 73435 members 
Mstep: Class 10 contains 17746 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32351 members 
Mstep: Class 13 contains 14810 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14021 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9022 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6429 members 
Mstep: Class 24 contains 16872 members 
Mstep: Class 25 contains 6443 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 18927 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 19926 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245104.000000 Penalty: 77586.710938
Iteration 219Q: 38 clusters Score -4.82451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 60007 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3217 members 
Mstep: Class 6 contains 10222 members 
Mstep: Class 7 contains 5626 members 
Mstep: Class 8 contains 19737 members 
Mstep: Class 9 contains 73434 members 
Mstep: Class 10 contains 17748 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32350 members 
Mstep: Class 13 contains 14810 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14023 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9022 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6429 members 
Mstep: Class 24 contains 16871 members 
Mstep: Class 25 contains 6443 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 18927 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 19925 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245096.000000 Penalty: 77586.710938
Iteration 220F: 38 clusters Score -4.82451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 60007 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3217 members 
Mstep: Class 6 contains 10223 members 
Mstep: Class 7 contains 5627 members 
Mstep: Class 8 contains 19737 members 
Mstep: Class 9 contains 73433 members 
Mstep: Class 10 contains 17748 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32351 members 
Mstep: Class 13 contains 14810 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14022 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9022 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6429 members 
Mstep: Class 24 contains 16872 members 
Mstep: Class 25 contains 6443 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 18925 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 19925 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245096.000000 Penalty: 77586.710938
Iteration 221Q: 38 clusters Score -4.82451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 60008 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3217 members 
Mstep: Class 6 contains 10223 members 
Mstep: Class 7 contains 5627 members 
Mstep: Class 8 contains 19737 members 
Mstep: Class 9 contains 73432 members 
Mstep: Class 10 contains 17748 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32351 members 
Mstep: Class 13 contains 14810 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14022 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9022 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6429 members 
Mstep: Class 24 contains 16872 members 
Mstep: Class 25 contains 6443 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 18925 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 19925 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245088.000000 Penalty: 77586.710938
Iteration 222Q: 38 clusters Score -4.824509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 60008 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3217 members 
Mstep: Class 6 contains 10223 members 
Mstep: Class 7 contains 5627 members 
Mstep: Class 8 contains 19737 members 
Mstep: Class 9 contains 73432 members 
Mstep: Class 10 contains 17748 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32351 members 
Mstep: Class 13 contains 14810 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14022 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9022 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6429 members 
Mstep: Class 24 contains 16872 members 
Mstep: Class 25 contains 6443 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 18925 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 19925 members 
Mstep: Class 33 contains 3371 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245088.000000 Penalty: 77586.710938
Iteration 223F: 38 clusters Score -4.824509e+07 nChanged 0
Entering ConstructFrom: 
Score: -48245088.000000 Penalty: 77586.710938
Entering ConstructFrom: 
Trying to split cluster 1 (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: -134801.750000 Penalty: 1148.992676
	Iteration 0F: 2 clusters Score -134801.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -133310.500000 Penalty: 2297.985352
	Iteration 0F: 3 clusters Score -133310.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -133671.421875 Penalty: 2297.985352
	Iteration 1F: 3 clusters Score -133671.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -133764.328125 Penalty: 2297.985352
	Iteration 2F: 3 clusters Score -133764.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -133850.812500 Penalty: 2297.985352
	Iteration 3F: 3 clusters Score -133850.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -133939.359375 Penalty: 2297.985352
	Iteration 4Q: 3 clusters Score -133939.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -134003.187500 Penalty: 2297.985352
	Iteration 5Q: 3 clusters Score -134003.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -134050.359375 Penalty: 2297.985352
	Iteration 6Q: 3 clusters Score -134050.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -134096.687500 Penalty: 2297.985352
	Iteration 7Q: 3 clusters Score -134096.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -134128.281250 Penalty: 2297.985352
	Iteration 8Q: 3 clusters Score -134128.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -134145.781250 Penalty: 2297.985352
	Iteration 9Q: 3 clusters Score -134145.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134155.875000 Penalty: 2297.985352
	Iteration 10Q: 3 clusters Score -134155.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -134167.062500 Penalty: 2297.985352
	Iteration 11Q: 3 clusters Score -134167.1 nChanged 3
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: -134169.093750 Penalty: 2297.985352
	Iteration 12Q: 3 clusters Score -134169.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -134171.984375 Penalty: 2297.985352
	Iteration 13Q: 3 clusters Score -134172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -134173.109375 Penalty: 2297.985352
	Iteration 14Q: 3 clusters Score -134173.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -134175.421875 Penalty: 2297.985352
	Iteration 15Q: 3 clusters Score -134175.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -134179.390625 Penalty: 2297.985352
	Iteration 16Q: 3 clusters Score -134179.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -134182.468750 Penalty: 2297.985352
	Iteration 17Q: 3 clusters Score -134182.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -134184.140625 Penalty: 2297.985352
	Iteration 18Q: 3 clusters Score -134184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134185.234375 Penalty: 2297.985352
	Iteration 19Q: 3 clusters Score -134185.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -134185.234375 Penalty: 2297.985352
	Iteration 20F: 3 clusters Score -134185.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Entering Unmasked Estep 
Score: -152907.906250 Penalty: 1165.892700
	Iteration 0F: 2 clusters Score -152907.9 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 661 members 
Entering Unmasked Estep 
Score: -151288.671875 Penalty: 2331.785400
	Iteration 0F: 3 clusters Score -151288.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -151618.843750 Penalty: 2331.785400
	Iteration 1F: 3 clusters Score -151618.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -151710.187500 Penalty: 2331.785400
	Iteration 2F: 3 clusters Score -151710.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -151766.656250 Penalty: 2331.785400
	Iteration 3Q: 3 clusters Score -151766.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -151810.515625 Penalty: 2331.785400
	Iteration 4Q: 3 clusters Score -151810.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -151837.625000 Penalty: 2331.785400
	Iteration 5Q: 3 clusters Score -151837.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -151856.250000 Penalty: 2331.785400
	Iteration 6Q: 3 clusters Score -151856.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -151873.640625 Penalty: 2331.785400
	Iteration 7Q: 3 clusters Score -151873.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -151886.593750 Penalty: 2331.785400
	Iteration 8Q: 3 clusters Score -151886.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -151898.000000 Penalty: 2331.785400
	Iteration 9Q: 3 clusters Score -151898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -151903.843750 Penalty: 2331.785400
	Iteration 10Q: 3 clusters Score -151903.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -151910.375000 Penalty: 2331.785400
	Iteration 11Q: 3 clusters Score -151910.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -151917.390625 Penalty: 2331.785400
	Iteration 12Q: 3 clusters Score -151917.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -151926.781250 Penalty: 2331.785400
	Iteration 13Q: 3 clusters Score -151926.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -151932.531250 Penalty: 2331.785400
	Iteration 14Q: 3 clusters Score -151932.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -151937.046875 Penalty: 2331.785400
	Iteration 15Q: 3 clusters Score -151937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -151939.765625 Penalty: 2331.785400
	Iteration 16Q: 3 clusters Score -151939.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -151944.750000 Penalty: 2331.785400
	Iteration 17Q: 3 clusters Score -151944.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -151949.656250 Penalty: 2331.785400
	Iteration 18Q: 3 clusters Score -151949.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -151956.875000 Penalty: 2331.785400
	Iteration 19Q: 3 clusters Score -151956.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -151965.796875 Penalty: 2331.785400
	Iteration 20F: 3 clusters Score -151965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -151969.921875 Penalty: 2331.785400
	Iteration 21Q: 3 clusters Score -151969.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -151972.578125 Penalty: 2331.785400
	Iteration 22Q: 3 clusters Score -151972.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -151977.593750 Penalty: 2331.785400
	Iteration 23Q: 3 clusters Score -151977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -151986.375000 Penalty: 2331.785400
	Iteration 24Q: 3 clusters Score -151986.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -151995.765625 Penalty: 2331.785400
	Iteration 25Q: 3 clusters Score -151995.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -151999.875000 Penalty: 2331.785400
	Iteration 26Q: 3 clusters Score -151999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152002.406250 Penalty: 2331.785400
	Iteration 27Q: 3 clusters Score -152002.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -152004.531250 Penalty: 2331.785400
	Iteration 28Q: 3 clusters Score -152004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152008.328125 Penalty: 2331.785400
	Iteration 29Q: 3 clusters Score -152008.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152014.031250 Penalty: 2331.785400
	Iteration 30Q: 3 clusters Score -152014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -152018.718750 Penalty: 2331.785400
	Iteration 31Q: 3 clusters Score -152018.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -152020.734375 Penalty: 2331.785400
	Iteration 32Q: 3 clusters Score -152020.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -152022.968750 Penalty: 2331.785400
	Iteration 33Q: 3 clusters Score -152023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -152023.125000 Penalty: 2331.785400
	Iteration 34Q: 3 clusters Score -152023.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -152023.125000 Penalty: 2331.785400
	Iteration 35F: 3 clusters Score -152023.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Entering Unmasked Estep 
Score: -7404683.000000 Penalty: 1787.862915
	Iteration 0F: 2 clusters Score -7404683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -7365235.000000 Penalty: 3575.725830
	Iteration 0F: 3 clusters Score -7365235 nChanged 28342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -7381350.000000 Penalty: 3575.725830
	Iteration 1F: 3 clusters Score -7381350 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -7381956.000000 Penalty: 3575.725830
	Iteration 2Q: 3 clusters Score -7381956 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -7382642.500000 Penalty: 3575.725830
	Iteration 3Q: 3 clusters Score -7382642 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -7383674.500000 Penalty: 3575.725830
	Iteration 4Q: 3 clusters Score -7383674 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -7384893.000000 Penalty: 3575.725830
	Iteration 5Q: 3 clusters Score -7384893 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -7386625.500000 Penalty: 3575.725830
	Iteration 6F: 3 clusters Score -7386626 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -7388789.000000 Penalty: 3575.725830
	Iteration 7F: 3 clusters Score -7388789 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -7391414.500000 Penalty: 3575.725830
	Iteration 8F: 3 clusters Score -7391414 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -7394159.500000 Penalty: 3575.725830
	Iteration 9F: 3 clusters Score -7394160 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -7396723.500000 Penalty: 3575.725830
	Iteration 10F: 3 clusters Score -7396724 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -7398786.000000 Penalty: 3575.725830
	Iteration 11Q: 3 clusters Score -7398786 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -7400366.500000 Penalty: 3575.725830
	Iteration 12Q: 3 clusters Score -7400366 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56691 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -7401449.000000 Penalty: 3575.725830
	Iteration 13Q: 3 clusters Score -7401449 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7402100.000000 Penalty: 3575.725830
	Iteration 14Q: 3 clusters Score -7402100 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58480 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -7402492.500000 Penalty: 3575.725830
	Iteration 15Q: 3 clusters Score -7402492 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58917 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7402817.500000 Penalty: 3575.725830
	Iteration 16Q: 3 clusters Score -7402818 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7403021.500000 Penalty: 3575.725830
	Iteration 17Q: 3 clusters Score -7403022 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59340 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7403139.000000 Penalty: 3575.725830
	Iteration 18Q: 3 clusters Score -7403139 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59426 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7403213.000000 Penalty: 3575.725830
	Iteration 19Q: 3 clusters Score -7403213 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59494 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7403277.000000 Penalty: 3575.725830
	Iteration 20F: 3 clusters Score -7403277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59527 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7403332.500000 Penalty: 3575.725830
	Iteration 21Q: 3 clusters Score -7403332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59546 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7403373.500000 Penalty: 3575.725830
	Iteration 22Q: 3 clusters Score -7403374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59558 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7403415.000000 Penalty: 3575.725830
	Iteration 23Q: 3 clusters Score -7403415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59572 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7403442.500000 Penalty: 3575.725830
	Iteration 24Q: 3 clusters Score -7403442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59585 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7403466.000000 Penalty: 3575.725830
	Iteration 25Q: 3 clusters Score -7403466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59598 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7403476.000000 Penalty: 3575.725830
	Iteration 26Q: 3 clusters Score -7403476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7403477.500000 Penalty: 3575.725830
	Iteration 27Q: 3 clusters Score -7403478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7403487.500000 Penalty: 3575.725830
	Iteration 28Q: 3 clusters Score -7403488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59610 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7403494.500000 Penalty: 3575.725830
	Iteration 29Q: 3 clusters Score -7403494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7403489.500000 Penalty: 3575.725830
	Iteration 30Q: 3 clusters Score -7403490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59611 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7403493.000000 Penalty: 3575.725830
	Iteration 31Q: 3 clusters Score -7403493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7403499.000000 Penalty: 3575.725830
	Iteration 32Q: 3 clusters Score -7403499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7403499.000000 Penalty: 3575.725830
	Iteration 33Q: 3 clusters Score -7403499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7403501.000000 Penalty: 3575.725830
	Iteration 34Q: 3 clusters Score -7403501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59613 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7403501.500000 Penalty: 3575.725830
	Iteration 35Q: 3 clusters Score -7403502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7403501.000000 Penalty: 3575.725830
	Iteration 36Q: 3 clusters Score -7403501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7403501.000000 Penalty: 3575.725830
	Iteration 37F: 3 clusters Score -7403501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Entering Unmasked Estep 
Score: -269716.687500 Penalty: 1252.105225
	Iteration 0F: 2 clusters Score -269716.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -267512.343750 Penalty: 2504.210449
	Iteration 0F: 3 clusters Score -267512.3 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -267971.125000 Penalty: 2504.210449
	Iteration 1F: 3 clusters Score -267971.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -268129.468750 Penalty: 2504.210449
	Iteration 2F: 3 clusters Score -268129.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -268254.093750 Penalty: 2504.210449
	Iteration 3F: 3 clusters Score -268254.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -268396.656250 Penalty: 2504.210449
	Iteration 4Q: 3 clusters Score -268396.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -268622.781250 Penalty: 2504.210449
	Iteration 5Q: 3 clusters Score -268622.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -268806.281250 Penalty: 2504.210449
	Iteration 6F: 3 clusters Score -268806.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -268972.593750 Penalty: 2504.210449
	Iteration 7F: 3 clusters Score -268972.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -269149.156250 Penalty: 2504.210449
	Iteration 8F: 3 clusters Score -269149.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -269278.531250 Penalty: 2504.210449
	Iteration 9F: 3 clusters Score -269278.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -269389.812500 Penalty: 2504.210449
	Iteration 10Q: 3 clusters Score -269389.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -269485.093750 Penalty: 2504.210449
	Iteration 11Q: 3 clusters Score -269485.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -269547.781250 Penalty: 2504.210449
	Iteration 12Q: 3 clusters Score -269547.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -269589.062500 Penalty: 2504.210449
	Iteration 13Q: 3 clusters Score -269589.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -269616.625000 Penalty: 2504.210449
	Iteration 14Q: 3 clusters Score -269616.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -269634.500000 Penalty: 2504.210449
	Iteration 15Q: 3 clusters Score -269634.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -269641.562500 Penalty: 2504.210449
	Iteration 16Q: 3 clusters Score -269641.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -269647.437500 Penalty: 2504.210449
	Iteration 17Q: 3 clusters Score -269647.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -269651.625000 Penalty: 2504.210449
	Iteration 18Q: 3 clusters Score -269651.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -269658.718750 Penalty: 2504.210449
	Iteration 19Q: 3 clusters Score -269658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -269661.218750 Penalty: 2504.210449
	Iteration 20F: 3 clusters Score -269661.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Entering Unmasked Estep 
Score: -366006.250000 Penalty: 1312.383179
	Iteration 0F: 2 clusters Score -366006.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -363160.500000 Penalty: 2624.766357
	Iteration 0F: 3 clusters Score -363160.5 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -363974.656250 Penalty: 2624.766357
	Iteration 1F: 3 clusters Score -363974.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -364266.031250 Penalty: 2624.766357
	Iteration 2F: 3 clusters Score -364266 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -364505.656250 Penalty: 2624.766357
	Iteration 3F: 3 clusters Score -364505.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -364736.937500 Penalty: 2624.766357
	Iteration 4F: 3 clusters Score -364736.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -364985.875000 Penalty: 2624.766357
	Iteration 5F: 3 clusters Score -364985.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -365157.156250 Penalty: 2624.766357
	Iteration 6F: 3 clusters Score -365157.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -365264.000000 Penalty: 2624.766357
	Iteration 7Q: 3 clusters Score -365264 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -365328.031250 Penalty: 2624.766357
	Iteration 8Q: 3 clusters Score -365328 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -365369.875000 Penalty: 2624.766357
	Iteration 9Q: 3 clusters Score -365369.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -365400.656250 Penalty: 2624.766357
	Iteration 10Q: 3 clusters Score -365400.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -365419.562500 Penalty: 2624.766357
	Iteration 11Q: 3 clusters Score -365419.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -365434.375000 Penalty: 2624.766357
	Iteration 12Q: 3 clusters Score -365434.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -365445.718750 Penalty: 2624.766357
	Iteration 13Q: 3 clusters Score -365445.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -365449.937500 Penalty: 2624.766357
	Iteration 14Q: 3 clusters Score -365449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -365455.687500 Penalty: 2624.766357
	Iteration 15Q: 3 clusters Score -365455.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -365458.531250 Penalty: 2624.766357
	Iteration 16Q: 3 clusters Score -365458.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -365459.843750 Penalty: 2624.766357
	Iteration 17Q: 3 clusters Score -365459.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -365463.562500 Penalty: 2624.766357
	Iteration 18Q: 3 clusters Score -365463.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -365465.437500 Penalty: 2624.766357
	Iteration 19Q: 3 clusters Score -365465.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -365466.656250 Penalty: 2624.766357
	Iteration 20F: 3 clusters Score -365466.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -365467.718750 Penalty: 2624.766357
	Iteration 21Q: 3 clusters Score -365467.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -365468.750000 Penalty: 2624.766357
	Iteration 22Q: 3 clusters Score -365468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -365469.437500 Penalty: 2624.766357
	Iteration 23Q: 3 clusters Score -365469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -365469.750000 Penalty: 2624.766357
	Iteration 24Q: 3 clusters Score -365469.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -365470.750000 Penalty: 2624.766357
	Iteration 25Q: 3 clusters Score -365470.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -365470.406250 Penalty: 2624.766357
	Iteration 26Q: 3 clusters Score -365470.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -365471.562500 Penalty: 2624.766357
	Iteration 27Q: 3 clusters Score -365471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -365471.625000 Penalty: 2624.766357
	Iteration 28Q: 3 clusters Score -365471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -365472.250000 Penalty: 2624.766357
	Iteration 29Q: 3 clusters Score -365472.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -365472.531250 Penalty: 2624.766357
	Iteration 30Q: 3 clusters Score -365472.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -365472.812500 Penalty: 2624.766357
	Iteration 31Q: 3 clusters Score -365472.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -365473.718750 Penalty: 2624.766357
	Iteration 32Q: 3 clusters Score -365473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -365473.375000 Penalty: 2624.766357
	Iteration 33Q: 3 clusters Score -365473.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -365473.531250 Penalty: 2624.766357
	Iteration 34Q: 3 clusters Score -365473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -365473.812500 Penalty: 2624.766357
	Iteration 35Q: 3 clusters Score -365473.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -365473.812500 Penalty: 2624.766357
	Iteration 36F: 3 clusters Score -365473.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -1272421.000000 Penalty: 1500.264160
	Iteration 0F: 2 clusters Score -1272421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1265128.750000 Penalty: 3000.528320
	Iteration 0F: 3 clusters Score -1265129 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1267458.250000 Penalty: 3000.528320
	Iteration 1F: 3 clusters Score -1267458 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1267720.625000 Penalty: 3000.528320
	Iteration 2F: 3 clusters Score -1267721 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1267940.000000 Penalty: 3000.528320
	Iteration 3F: 3 clusters Score -1267940 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1268159.750000 Penalty: 3000.528320
	Iteration 4Q: 3 clusters Score -1268160 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1268439.375000 Penalty: 3000.528320
	Iteration 5Q: 3 clusters Score -1268439 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1268819.125000 Penalty: 3000.528320
	Iteration 6F: 3 clusters Score -1268819 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1269302.625000 Penalty: 3000.528320
	Iteration 7F: 3 clusters Score -1269303 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1269850.750000 Penalty: 3000.528320
	Iteration 8F: 3 clusters Score -1269851 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1270374.250000 Penalty: 3000.528320
	Iteration 9F: 3 clusters Score -1270374 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1270725.500000 Penalty: 3000.528320
	Iteration 10Q: 3 clusters Score -1270726 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1270934.500000 Penalty: 3000.528320
	Iteration 11Q: 3 clusters Score -1270934 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1271064.000000 Penalty: 3000.528320
	Iteration 12Q: 3 clusters Score -1271064 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1271124.000000 Penalty: 3000.528320
	Iteration 13Q: 3 clusters Score -1271124 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1271165.250000 Penalty: 3000.528320
	Iteration 14Q: 3 clusters Score -1271165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1271192.000000 Penalty: 3000.528320
	Iteration 15Q: 3 clusters Score -1271192 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1271219.250000 Penalty: 3000.528320
	Iteration 16Q: 3 clusters Score -1271219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1271239.625000 Penalty: 3000.528320
	Iteration 17Q: 3 clusters Score -1271240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1271256.875000 Penalty: 3000.528320
	Iteration 18Q: 3 clusters Score -1271257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1271262.625000 Penalty: 3000.528320
	Iteration 19Q: 3 clusters Score -1271263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1271272.625000 Penalty: 3000.528320
	Iteration 20F: 3 clusters Score -1271273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1271273.250000 Penalty: 3000.528320
	Iteration 21Q: 3 clusters Score -1271273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1271277.875000 Penalty: 3000.528320
	Iteration 22Q: 3 clusters Score -1271278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1271280.250000 Penalty: 3000.528320
	Iteration 23Q: 3 clusters Score -1271280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1271282.250000 Penalty: 3000.528320
	Iteration 24Q: 3 clusters Score -1271282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1271286.500000 Penalty: 3000.528320
	Iteration 25Q: 3 clusters Score -1271286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1271289.250000 Penalty: 3000.528320
	Iteration 26Q: 3 clusters Score -1271289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1271291.375000 Penalty: 3000.528320
	Iteration 27Q: 3 clusters Score -1271291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1271294.750000 Penalty: 3000.528320
	Iteration 28Q: 3 clusters Score -1271295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1271301.250000 Penalty: 3000.528320
	Iteration 29Q: 3 clusters Score -1271301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1271304.375000 Penalty: 3000.528320
	Iteration 30Q: 3 clusters Score -1271304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1271310.125000 Penalty: 3000.528320
	Iteration 31Q: 3 clusters Score -1271310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1271310.000000 Penalty: 3000.528320
	Iteration 32Q: 3 clusters Score -1271310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1271310.125000 Penalty: 3000.528320
	Iteration 33Q: 3 clusters Score -1271310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1271310.125000 Penalty: 3000.528320
	Iteration 34F: 3 clusters Score -1271310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Entering Unmasked Estep 
Score: -703456.812500 Penalty: 1403.241455
	Iteration 0F: 2 clusters Score -703456.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -699080.875000 Penalty: 2806.482910
	Iteration 0F: 3 clusters Score -699080.9 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -700377.875000 Penalty: 2806.482910
	Iteration 1F: 3 clusters Score -700377.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -700547.437500 Penalty: 2806.482910
	Iteration 2F: 3 clusters Score -700547.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -700656.937500 Penalty: 2806.482910
	Iteration 3Q: 3 clusters Score -700656.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -700736.562500 Penalty: 2806.482910
	Iteration 4Q: 3 clusters Score -700736.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -700792.562500 Penalty: 2806.482910
	Iteration 5Q: 3 clusters Score -700792.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -700845.125000 Penalty: 2806.482910
	Iteration 6Q: 3 clusters Score -700845.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -700891.562500 Penalty: 2806.482910
	Iteration 7Q: 3 clusters Score -700891.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -700938.062500 Penalty: 2806.482910
	Iteration 8Q: 3 clusters Score -700938.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -700987.500000 Penalty: 2806.482910
	Iteration 9Q: 3 clusters Score -700987.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -701039.125000 Penalty: 2806.482910
	Iteration 10Q: 3 clusters Score -701039.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -701098.000000 Penalty: 2806.482910
	Iteration 11Q: 3 clusters Score -701098 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -701172.625000 Penalty: 2806.482910
	Iteration 12Q: 3 clusters Score -701172.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -701254.187500 Penalty: 2806.482910
	Iteration 13Q: 3 clusters Score -701254.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -701360.187500 Penalty: 2806.482910
	Iteration 14Q: 3 clusters Score -701360.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -701492.312500 Penalty: 2806.482910
	Iteration 15Q: 3 clusters Score -701492.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -701626.250000 Penalty: 2806.482910
	Iteration 16Q: 3 clusters Score -701626.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -701781.187500 Penalty: 2806.482910
	Iteration 17Q: 3 clusters Score -701781.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -701897.312500 Penalty: 2806.482910
	Iteration 18Q: 3 clusters Score -701897.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -701965.687500 Penalty: 2806.482910
	Iteration 19Q: 3 clusters Score -701965.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -702011.000000 Penalty: 2806.482910
	Iteration 20F: 3 clusters Score -702011 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -702054.875000 Penalty: 2806.482910
	Iteration 21Q: 3 clusters Score -702054.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -702089.062500 Penalty: 2806.482910
	Iteration 22Q: 3 clusters Score -702089.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -702105.812500 Penalty: 2806.482910
	Iteration 23Q: 3 clusters Score -702105.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -702117.687500 Penalty: 2806.482910
	Iteration 24Q: 3 clusters Score -702117.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -702127.625000 Penalty: 2806.482910
	Iteration 25Q: 3 clusters Score -702127.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -702139.875000 Penalty: 2806.482910
	Iteration 26Q: 3 clusters Score -702139.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -702153.875000 Penalty: 2806.482910
	Iteration 27Q: 3 clusters Score -702153.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -702164.312500 Penalty: 2806.482910
	Iteration 28Q: 3 clusters Score -702164.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -702172.250000 Penalty: 2806.482910
	Iteration 29Q: 3 clusters Score -702172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -702178.187500 Penalty: 2806.482910
	Iteration 30Q: 3 clusters Score -702178.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -702183.062500 Penalty: 2806.482910
	Iteration 31Q: 3 clusters Score -702183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -702185.062500 Penalty: 2806.482910
	Iteration 32Q: 3 clusters Score -702185.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -702190.562500 Penalty: 2806.482910
	Iteration 33Q: 3 clusters Score -702190.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -702197.000000 Penalty: 2806.482910
	Iteration 34Q: 3 clusters Score -702197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -702206.687500 Penalty: 2806.482910
	Iteration 35Q: 3 clusters Score -702206.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -702213.875000 Penalty: 2806.482910
	Iteration 36Q: 3 clusters Score -702213.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -702218.125000 Penalty: 2806.482910
	Iteration 37Q: 3 clusters Score -702218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -702221.187500 Penalty: 2806.482910
	Iteration 38Q: 3 clusters Score -702221.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -702225.312500 Penalty: 2806.482910
	Iteration 39Q: 3 clusters Score -702225.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -702225.500000 Penalty: 2806.482910
	Iteration 40F: 3 clusters Score -702225.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (19737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Entering Unmasked Estep 
Score: -2434358.750000 Penalty: 1607.165649
	Iteration 0F: 2 clusters Score -2434359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2420797.750000 Penalty: 3214.331299
	Iteration 0F: 3 clusters Score -2420798 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2425766.250000 Penalty: 3214.331299
	Iteration 1F: 3 clusters Score -2425766 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2426312.250000 Penalty: 3214.331299
	Iteration 2F: 3 clusters Score -2426312 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2427037.000000 Penalty: 3214.331299
	Iteration 3F: 3 clusters Score -2427037 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -2427912.000000 Penalty: 3214.331299
	Iteration 4F: 3 clusters Score -2427912 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2428865.750000 Penalty: 3214.331299
	Iteration 5F: 3 clusters Score -2428866 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2429629.250000 Penalty: 3214.331299
	Iteration 6F: 3 clusters Score -2429629 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -2430072.750000 Penalty: 3214.331299
	Iteration 7F: 3 clusters Score -2430073 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2430355.750000 Penalty: 3214.331299
	Iteration 8Q: 3 clusters Score -2430356 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2430559.500000 Penalty: 3214.331299
	Iteration 9Q: 3 clusters Score -2430560 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2430674.250000 Penalty: 3214.331299
	Iteration 10Q: 3 clusters Score -2430674 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2430744.000000 Penalty: 3214.331299
	Iteration 11Q: 3 clusters Score -2430744 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2430788.500000 Penalty: 3214.331299
	Iteration 12Q: 3 clusters Score -2430788 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2430824.250000 Penalty: 3214.331299
	Iteration 13Q: 3 clusters Score -2430824 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -2430837.750000 Penalty: 3214.331299
	Iteration 14Q: 3 clusters Score -2430838 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2430846.500000 Penalty: 3214.331299
	Iteration 15Q: 3 clusters Score -2430846 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2430857.750000 Penalty: 3214.331299
	Iteration 16Q: 3 clusters Score -2430858 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2430877.250000 Penalty: 3214.331299
	Iteration 17Q: 3 clusters Score -2430877 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2430897.000000 Penalty: 3214.331299
	Iteration 18Q: 3 clusters Score -2430897 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2430918.500000 Penalty: 3214.331299
	Iteration 19Q: 3 clusters Score -2430918 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2430942.250000 Penalty: 3214.331299
	Iteration 20F: 3 clusters Score -2430942 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2430970.000000 Penalty: 3214.331299
	Iteration 21Q: 3 clusters Score -2430970 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2431011.750000 Penalty: 3214.331299
	Iteration 22Q: 3 clusters Score -2431012 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2431074.000000 Penalty: 3214.331299
	Iteration 23Q: 3 clusters Score -2431074 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2431142.000000 Penalty: 3214.331299
	Iteration 24Q: 3 clusters Score -2431142 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -2431222.000000 Penalty: 3214.331299
	Iteration 25Q: 3 clusters Score -2431222 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2431312.750000 Penalty: 3214.331299
	Iteration 26Q: 3 clusters Score -2431313 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2431431.500000 Penalty: 3214.331299
	Iteration 27Q: 3 clusters Score -2431432 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2431565.500000 Penalty: 3214.331299
	Iteration 28Q: 3 clusters Score -2431566 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2431695.250000 Penalty: 3214.331299
	Iteration 29Q: 3 clusters Score -2431695 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2431847.750000 Penalty: 3214.331299
	Iteration 30Q: 3 clusters Score -2431848 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2431982.750000 Penalty: 3214.331299
	Iteration 31Q: 3 clusters Score -2431983 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2432106.750000 Penalty: 3214.331299
	Iteration 32Q: 3 clusters Score -2432107 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2432224.000000 Penalty: 3214.331299
	Iteration 33Q: 3 clusters Score -2432224 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2432348.250000 Penalty: 3214.331299
	Iteration 34Q: 3 clusters Score -2432348 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2432469.500000 Penalty: 3214.331299
	Iteration 35Q: 3 clusters Score -2432470 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2432571.250000 Penalty: 3214.331299
	Iteration 36Q: 3 clusters Score -2432571 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2432657.250000 Penalty: 3214.331299
	Iteration 37Q: 3 clusters Score -2432657 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2432742.500000 Penalty: 3214.331299
	Iteration 38Q: 3 clusters Score -2432742 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2432798.750000 Penalty: 3214.331299
	Iteration 39Q: 3 clusters Score -2432799 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2432851.000000 Penalty: 3214.331299
	Iteration 40F: 3 clusters Score -2432851 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2432887.750000 Penalty: 3214.331299
	Iteration 41Q: 3 clusters Score -2432888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2432925.000000 Penalty: 3214.331299
	Iteration 42Q: 3 clusters Score -2432925 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2432964.000000 Penalty: 3214.331299
	Iteration 43Q: 3 clusters Score -2432964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2432997.500000 Penalty: 3214.331299
	Iteration 44Q: 3 clusters Score -2432998 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2433021.750000 Penalty: 3214.331299
	Iteration 45Q: 3 clusters Score -2433022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2433040.750000 Penalty: 3214.331299
	Iteration 46Q: 3 clusters Score -2433041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2433058.250000 Penalty: 3214.331299
	Iteration 47Q: 3 clusters Score -2433058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2433063.000000 Penalty: 3214.331299
	Iteration 48Q: 3 clusters Score -2433063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2433079.500000 Penalty: 3214.331299
	Iteration 49Q: 3 clusters Score -2433080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2433094.250000 Penalty: 3214.331299
	Iteration 50Q: 3 clusters Score -2433094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -2433101.750000 Penalty: 3214.331299
	Iteration 51Q: 3 clusters Score -2433102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2433106.250000 Penalty: 3214.331299
	Iteration 52Q: 3 clusters Score -2433106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2433114.500000 Penalty: 3214.331299
	Iteration 53Q: 3 clusters Score -2433114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2433119.500000 Penalty: 3214.331299
	Iteration 54Q: 3 clusters Score -2433120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2433123.250000 Penalty: 3214.331299
	Iteration 55Q: 3 clusters Score -2433123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2433124.250000 Penalty: 3214.331299
	Iteration 56Q: 3 clusters Score -2433124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2433124.500000 Penalty: 3214.331299
	Iteration 57Q: 3 clusters Score -2433124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2433126.500000 Penalty: 3214.331299
	Iteration 58Q: 3 clusters Score -2433126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2433125.250000 Penalty: 3214.331299
	Iteration 59Q: 3 clusters Score -2433125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2433123.750000 Penalty: 3214.331299
	Iteration 60F: 3 clusters Score -2433124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (73432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73432 members 
Entering Unmasked Estep 
Score: -9076885.000000 Penalty: 1820.668701
	Iteration 0F: 2 clusters Score -9076885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -9028118.000000 Penalty: 3641.337402
	Iteration 0F: 3 clusters Score -9028118 nChanged 34904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -9048125.000000 Penalty: 3641.337402
	Iteration 1F: 3 clusters Score -9048125 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -9048719.000000 Penalty: 3641.337402
	Iteration 2Q: 3 clusters Score -9048719 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 37568 members 
Entering Unmasked Estep 
Score: -9049275.000000 Penalty: 3641.337402
	Iteration 3Q: 3 clusters Score -9049275 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -9050005.000000 Penalty: 3641.337402
	Iteration 4Q: 3 clusters Score -9050005 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -9050735.000000 Penalty: 3641.337402
	Iteration 5Q: 3 clusters Score -9050735 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -9051626.000000 Penalty: 3641.337402
	Iteration 6Q: 3 clusters Score -9051626 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -9052917.000000 Penalty: 3641.337402
	Iteration 7Q: 3 clusters Score -9052917 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -9054634.000000 Penalty: 3641.337402
	Iteration 8Q: 3 clusters Score -9054634 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -9056947.000000 Penalty: 3641.337402
	Iteration 9F: 3 clusters Score -9056947 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -9059390.000000 Penalty: 3641.337402
	Iteration 10F: 3 clusters Score -9059390 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 52605 members 
Entering Unmasked Estep 
Score: -9061935.000000 Penalty: 3641.337402
	Iteration 11F: 3 clusters Score -9061935 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -9064017.000000 Penalty: 3641.337402
	Iteration 12Q: 3 clusters Score -9064017 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 58003 members 
Entering Unmasked Estep 
Score: -9065686.000000 Penalty: 3641.337402
	Iteration 13Q: 3 clusters Score -9065686 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 60220 members 
Entering Unmasked Estep 
Score: -9067063.000000 Penalty: 3641.337402
	Iteration 14Q: 3 clusters Score -9067063 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -9068352.000000 Penalty: 3641.337402
	Iteration 15Q: 3 clusters Score -9068352 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 64175 members 
Entering Unmasked Estep 
Score: -9069393.000000 Penalty: 3641.337402
	Iteration 16Q: 3 clusters Score -9069393 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -9070362.000000 Penalty: 3641.337402
	Iteration 17Q: 3 clusters Score -9070362 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 67365 members 
Entering Unmasked Estep 
Score: -9071362.000000 Penalty: 3641.337402
	Iteration 18Q: 3 clusters Score -9071362 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -9072342.000000 Penalty: 3641.337402
	Iteration 19Q: 3 clusters Score -9072342 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 70082 members 
Entering Unmasked Estep 
Score: -9073299.000000 Penalty: 3641.337402
	Iteration 20F: 3 clusters Score -9073299 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 71112 members 
Entering Unmasked Estep 
Score: -9074054.000000 Penalty: 3641.337402
	Iteration 21Q: 3 clusters Score -9074054 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 71853 members 
Entering Unmasked Estep 
Score: -9074545.000000 Penalty: 3641.337402
	Iteration 22Q: 3 clusters Score -9074545 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 72340 members 
Entering Unmasked Estep 
Score: -9074862.000000 Penalty: 3641.337402
	Iteration 23Q: 3 clusters Score -9074862 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 72635 members 
Entering Unmasked Estep 
Score: -9075015.000000 Penalty: 3641.337402
	Iteration 24Q: 3 clusters Score -9075015 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 72798 members 
Entering Unmasked Estep 
Score: -9075124.000000 Penalty: 3641.337402
	Iteration 25Q: 3 clusters Score -9075124 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 72910 members 
Entering Unmasked Estep 
Score: -9075201.000000 Penalty: 3641.337402
	Iteration 26Q: 3 clusters Score -9075201 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 72982 members 
Entering Unmasked Estep 
Score: -9075260.000000 Penalty: 3641.337402
	Iteration 27Q: 3 clusters Score -9075260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 73021 members 
Entering Unmasked Estep 
Score: -9075295.000000 Penalty: 3641.337402
	Iteration 28Q: 3 clusters Score -9075295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 73034 members 
Entering Unmasked Estep 
Score: -9075318.000000 Penalty: 3641.337402
	Iteration 29Q: 3 clusters Score -9075318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 73050 members 
Entering Unmasked Estep 
Score: -9075337.000000 Penalty: 3641.337402
	Iteration 30Q: 3 clusters Score -9075337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 73063 members 
Entering Unmasked Estep 
Score: -9075358.000000 Penalty: 3641.337402
	Iteration 31Q: 3 clusters Score -9075358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -9075369.000000 Penalty: 3641.337402
	Iteration 32Q: 3 clusters Score -9075369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 73067 members 
Entering Unmasked Estep 
Score: -9075371.000000 Penalty: 3641.337402
	Iteration 33Q: 3 clusters Score -9075371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 73074 members 
Entering Unmasked Estep 
Score: -9075378.000000 Penalty: 3641.337402
	Iteration 34Q: 3 clusters Score -9075378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 73082 members 
Entering Unmasked Estep 
Score: -9075385.000000 Penalty: 3641.337402
	Iteration 35Q: 3 clusters Score -9075385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 73092 members 
Entering Unmasked Estep 
Score: -9075398.000000 Penalty: 3641.337402
	Iteration 36Q: 3 clusters Score -9075398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -9075400.000000 Penalty: 3641.337402
	Iteration 37Q: 3 clusters Score -9075400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 73103 members 
Entering Unmasked Estep 
Score: -9075400.000000 Penalty: 3641.337402
	Iteration 38Q: 3 clusters Score -9075400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -9075418.000000 Penalty: 3641.337402
	Iteration 39Q: 3 clusters Score -9075418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 73105 members 
Entering Unmasked Estep 
Score: -9075416.000000 Penalty: 3641.337402
	Iteration 40F: 3 clusters Score -9075416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -9075423.000000 Penalty: 3641.337402
	Iteration 41Q: 3 clusters Score -9075423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 73110 members 
Entering Unmasked Estep 
Score: -9075423.000000 Penalty: 3641.337402
	Iteration 42Q: 3 clusters Score -9075423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 73111 members 
Entering Unmasked Estep 
Score: -9075423.000000 Penalty: 3641.337402
	Iteration 43Q: 3 clusters Score -9075423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -9075424.000000 Penalty: 3641.337402
	Iteration 44Q: 3 clusters Score -9075424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -9075425.000000 Penalty: 3641.337402
	Iteration 45Q: 3 clusters Score -9075425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 73113 members 
Entering Unmasked Estep 
Score: -9075422.000000 Penalty: 3641.337402
	Iteration 46Q: 3 clusters Score -9075422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 73114 members 
Entering Unmasked Estep 
Score: -9075418.000000 Penalty: 3641.337402
	Iteration 47Q: 3 clusters Score -9075418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 73117 members 
Entering Unmasked Estep 
Score: -9075429.000000 Penalty: 3641.337402
	Iteration 48Q: 3 clusters Score -9075429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 73120 members 
Entering Unmasked Estep 
Score: -9075430.000000 Penalty: 3641.337402
	Iteration 49Q: 3 clusters Score -9075430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 73124 members 
Entering Unmasked Estep 
Score: -9075425.000000 Penalty: 3641.337402
	Iteration 50Q: 3 clusters Score -9075425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 73126 members 
Entering Unmasked Estep 
Score: -9075422.000000 Penalty: 3641.337402
	Iteration 51Q: 3 clusters Score -9075422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 73131 members 
Entering Unmasked Estep 
Score: -9075415.000000 Penalty: 3641.337402
	Iteration 52Q: 3 clusters Score -9075415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -9075417.000000 Penalty: 3641.337402
	Iteration 53Q: 3 clusters Score -9075417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -9075417.000000 Penalty: 3641.337402
	Iteration 54F: 3 clusters Score -9075417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Entering Unmasked Estep 
Score: -2190662.750000 Penalty: 1589.904541
	Iteration 0F: 2 clusters Score -2190663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2178436.000000 Penalty: 3179.809082
	Iteration 0F: 3 clusters Score -2178436 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2182877.000000 Penalty: 3179.809082
	Iteration 1F: 3 clusters Score -2182877 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2183288.750000 Penalty: 3179.809082
	Iteration 2F: 3 clusters Score -2183289 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2183733.000000 Penalty: 3179.809082
	Iteration 3F: 3 clusters Score -2183733 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2184230.500000 Penalty: 3179.809082
	Iteration 4F: 3 clusters Score -2184230 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2184847.500000 Penalty: 3179.809082
	Iteration 5F: 3 clusters Score -2184848 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2185479.750000 Penalty: 3179.809082
	Iteration 6F: 3 clusters Score -2185480 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2186122.250000 Penalty: 3179.809082
	Iteration 7F: 3 clusters Score -2186122 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -2186667.750000 Penalty: 3179.809082
	Iteration 8F: 3 clusters Score -2186668 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2187087.750000 Penalty: 3179.809082
	Iteration 9Q: 3 clusters Score -2187088 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2187453.000000 Penalty: 3179.809082
	Iteration 10Q: 3 clusters Score -2187453 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -2187786.500000 Penalty: 3179.809082
	Iteration 11Q: 3 clusters Score -2187786 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2188058.750000 Penalty: 3179.809082
	Iteration 12Q: 3 clusters Score -2188059 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -2188293.250000 Penalty: 3179.809082
	Iteration 13Q: 3 clusters Score -2188293 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2188502.000000 Penalty: 3179.809082
	Iteration 14Q: 3 clusters Score -2188502 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2188731.000000 Penalty: 3179.809082
	Iteration 15Q: 3 clusters Score -2188731 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2188937.250000 Penalty: 3179.809082
	Iteration 16Q: 3 clusters Score -2188937 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2189104.750000 Penalty: 3179.809082
	Iteration 17Q: 3 clusters Score -2189105 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2189196.000000 Penalty: 3179.809082
	Iteration 18Q: 3 clusters Score -2189196 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2189249.750000 Penalty: 3179.809082
	Iteration 19Q: 3 clusters Score -2189250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2189295.000000 Penalty: 3179.809082
	Iteration 20F: 3 clusters Score -2189295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2189336.500000 Penalty: 3179.809082
	Iteration 21Q: 3 clusters Score -2189336 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2189356.500000 Penalty: 3179.809082
	Iteration 22Q: 3 clusters Score -2189356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2189374.750000 Penalty: 3179.809082
	Iteration 23Q: 3 clusters Score -2189375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2189390.250000 Penalty: 3179.809082
	Iteration 24Q: 3 clusters Score -2189390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2189395.000000 Penalty: 3179.809082
	Iteration 25Q: 3 clusters Score -2189395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -2189402.000000 Penalty: 3179.809082
	Iteration 26Q: 3 clusters Score -2189402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -2189408.000000 Penalty: 3179.809082
	Iteration 27Q: 3 clusters Score -2189408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -2189410.250000 Penalty: 3179.809082
	Iteration 28Q: 3 clusters Score -2189410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2189410.250000 Penalty: 3179.809082
	Iteration 29Q: 3 clusters Score -2189410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2189414.500000 Penalty: 3179.809082
	Iteration 30Q: 3 clusters Score -2189414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2189417.750000 Penalty: 3179.809082
	Iteration 31Q: 3 clusters Score -2189418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2189422.500000 Penalty: 3179.809082
	Iteration 32Q: 3 clusters Score -2189422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -2189426.000000 Penalty: 3179.809082
	Iteration 33Q: 3 clusters Score -2189426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2189428.250000 Penalty: 3179.809082
	Iteration 34Q: 3 clusters Score -2189428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2189430.500000 Penalty: 3179.809082
	Iteration 35Q: 3 clusters Score -2189430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2189441.000000 Penalty: 3179.809082
	Iteration 36Q: 3 clusters Score -2189441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2189444.750000 Penalty: 3179.809082
	Iteration 37Q: 3 clusters Score -2189445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -2189442.500000 Penalty: 3179.809082
	Iteration 38Q: 3 clusters Score -2189442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2189443.500000 Penalty: 3179.809082
	Iteration 39Q: 3 clusters Score -2189444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2189446.500000 Penalty: 3179.809082
	Iteration 40F: 3 clusters Score -2189446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2189449.500000 Penalty: 3179.809082
	Iteration 41Q: 3 clusters Score -2189450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2189449.000000 Penalty: 3179.809082
	Iteration 42Q: 3 clusters Score -2189449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2189449.000000 Penalty: 3179.809082
	Iteration 43F: 3 clusters Score -2189449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Entering Unmasked Estep 
Score: -223670.609375 Penalty: 1243.847046
	Iteration 0F: 2 clusters Score -223670.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -221563.093750 Penalty: 2487.694092
	Iteration 0F: 3 clusters Score -221563.1 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -222267.406250 Penalty: 2487.694092
	Iteration 1F: 3 clusters Score -222267.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -222498.656250 Penalty: 2487.694092
	Iteration 2F: 3 clusters Score -222498.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -222657.671875 Penalty: 2487.694092
	Iteration 3F: 3 clusters Score -222657.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -222817.515625 Penalty: 2487.694092
	Iteration 4F: 3 clusters Score -222817.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -222968.390625 Penalty: 2487.694092
	Iteration 5Q: 3 clusters Score -222968.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -223068.015625 Penalty: 2487.694092
	Iteration 6Q: 3 clusters Score -223068 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -223138.296875 Penalty: 2487.694092
	Iteration 7Q: 3 clusters Score -223138.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -223183.968750 Penalty: 2487.694092
	Iteration 8Q: 3 clusters Score -223184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -223226.437500 Penalty: 2487.694092
	Iteration 9Q: 3 clusters Score -223226.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -223279.953125 Penalty: 2487.694092
	Iteration 10Q: 3 clusters Score -223280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -223319.000000 Penalty: 2487.694092
	Iteration 11Q: 3 clusters Score -223319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -223349.750000 Penalty: 2487.694092
	Iteration 12Q: 3 clusters Score -223349.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -223379.828125 Penalty: 2487.694092
	Iteration 13Q: 3 clusters Score -223379.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -223414.046875 Penalty: 2487.694092
	Iteration 14Q: 3 clusters Score -223414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -223441.437500 Penalty: 2487.694092
	Iteration 15Q: 3 clusters Score -223441.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -223457.093750 Penalty: 2487.694092
	Iteration 16Q: 3 clusters Score -223457.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -223465.843750 Penalty: 2487.694092
	Iteration 17Q: 3 clusters Score -223465.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -223472.015625 Penalty: 2487.694092
	Iteration 18Q: 3 clusters Score -223472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -223479.609375 Penalty: 2487.694092
	Iteration 19Q: 3 clusters Score -223479.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -223490.546875 Penalty: 2487.694092
	Iteration 20F: 3 clusters Score -223490.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -223501.156250 Penalty: 2487.694092
	Iteration 21Q: 3 clusters Score -223501.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -223506.656250 Penalty: 2487.694092
	Iteration 22Q: 3 clusters Score -223506.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -223529.859375 Penalty: 2487.694092
	Iteration 23Q: 3 clusters Score -223529.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -223541.453125 Penalty: 2487.694092
	Iteration 24Q: 3 clusters Score -223541.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -223551.718750 Penalty: 2487.694092
	Iteration 25Q: 3 clusters Score -223551.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -223557.281250 Penalty: 2487.694092
	Iteration 26Q: 3 clusters Score -223557.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -223561.671875 Penalty: 2487.694092
	Iteration 27Q: 3 clusters Score -223561.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -223561.812500 Penalty: 2487.694092
	Iteration 28Q: 3 clusters Score -223561.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -223561.812500 Penalty: 2487.694092
	Iteration 29F: 3 clusters Score -223561.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Entering Unmasked Estep 
Score: -4002420.000000 Penalty: 1687.465088
	Iteration 0F: 2 clusters Score -4002420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -3980703.250000 Penalty: 3374.930176
	Iteration 0F: 3 clusters Score -3980703 nChanged 14923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3989027.250000 Penalty: 3374.930176
	Iteration 1F: 3 clusters Score -3989027 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -3989473.000000 Penalty: 3374.930176
	Iteration 2Q: 3 clusters Score -3989473 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -3989970.250000 Penalty: 3374.930176
	Iteration 3Q: 3 clusters Score -3989970 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -3990702.000000 Penalty: 3374.930176
	Iteration 4Q: 3 clusters Score -3990702 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3991650.750000 Penalty: 3374.930176
	Iteration 5F: 3 clusters Score -3991651 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -3992886.500000 Penalty: 3374.930176
	Iteration 6F: 3 clusters Score -3992886 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -3994199.500000 Penalty: 3374.930176
	Iteration 7F: 3 clusters Score -3994200 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -3995232.750000 Penalty: 3374.930176
	Iteration 8F: 3 clusters Score -3995233 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -3995783.750000 Penalty: 3374.930176
	Iteration 9Q: 3 clusters Score -3995784 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3995979.000000 Penalty: 3374.930176
	Iteration 10Q: 3 clusters Score -3995979 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3996060.500000 Penalty: 3374.930176
	Iteration 11Q: 3 clusters Score -3996060 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -3996084.250000 Penalty: 3374.930176
	Iteration 12Q: 3 clusters Score -3996084 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -3996122.500000 Penalty: 3374.930176
	Iteration 13Q: 3 clusters Score -3996122 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3996151.250000 Penalty: 3374.930176
	Iteration 14Q: 3 clusters Score -3996151 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3996179.000000 Penalty: 3374.930176
	Iteration 15Q: 3 clusters Score -3996179 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -3996184.250000 Penalty: 3374.930176
	Iteration 16Q: 3 clusters Score -3996184 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3996227.750000 Penalty: 3374.930176
	Iteration 17Q: 3 clusters Score -3996228 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3996253.750000 Penalty: 3374.930176
	Iteration 18Q: 3 clusters Score -3996254 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -3996273.250000 Penalty: 3374.930176
	Iteration 19Q: 3 clusters Score -3996273 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3996288.500000 Penalty: 3374.930176
	Iteration 20F: 3 clusters Score -3996288 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -3996315.000000 Penalty: 3374.930176
	Iteration 21Q: 3 clusters Score -3996315 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3996326.250000 Penalty: 3374.930176
	Iteration 22Q: 3 clusters Score -3996326 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -3996360.250000 Penalty: 3374.930176
	Iteration 23Q: 3 clusters Score -3996360 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3996382.000000 Penalty: 3374.930176
	Iteration 24Q: 3 clusters Score -3996382 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3996414.000000 Penalty: 3374.930176
	Iteration 25Q: 3 clusters Score -3996414 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -3996439.500000 Penalty: 3374.930176
	Iteration 26Q: 3 clusters Score -3996440 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3996441.000000 Penalty: 3374.930176
	Iteration 27Q: 3 clusters Score -3996441 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -3996459.250000 Penalty: 3374.930176
	Iteration 28Q: 3 clusters Score -3996459 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3996484.250000 Penalty: 3374.930176
	Iteration 29Q: 3 clusters Score -3996484 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -3996514.750000 Penalty: 3374.930176
	Iteration 30Q: 3 clusters Score -3996515 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -3996520.000000 Penalty: 3374.930176
	Iteration 31Q: 3 clusters Score -3996520 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -3996554.500000 Penalty: 3374.930176
	Iteration 32Q: 3 clusters Score -3996554 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3996581.250000 Penalty: 3374.930176
	Iteration 33Q: 3 clusters Score -3996581 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -3996597.000000 Penalty: 3374.930176
	Iteration 34Q: 3 clusters Score -3996597 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -3996598.250000 Penalty: 3374.930176
	Iteration 35Q: 3 clusters Score -3996598 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3996615.750000 Penalty: 3374.930176
	Iteration 36Q: 3 clusters Score -3996616 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3996628.000000 Penalty: 3374.930176
	Iteration 37Q: 3 clusters Score -3996628 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -3996632.750000 Penalty: 3374.930176
	Iteration 38Q: 3 clusters Score -3996633 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3996636.750000 Penalty: 3374.930176
	Iteration 39Q: 3 clusters Score -3996637 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -3996653.250000 Penalty: 3374.930176
	Iteration 40F: 3 clusters Score -3996653 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -3996675.250000 Penalty: 3374.930176
	Iteration 41Q: 3 clusters Score -3996675 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -3996684.750000 Penalty: 3374.930176
	Iteration 42Q: 3 clusters Score -3996685 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3996675.750000 Penalty: 3374.930176
	Iteration 43Q: 3 clusters Score -3996676 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3996692.000000 Penalty: 3374.930176
	Iteration 44Q: 3 clusters Score -3996692 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -3996697.000000 Penalty: 3374.930176
	Iteration 45Q: 3 clusters Score -3996697 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3996718.250000 Penalty: 3374.930176
	Iteration 46Q: 3 clusters Score -3996718 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3996716.750000 Penalty: 3374.930176
	Iteration 47Q: 3 clusters Score -3996717 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3996723.000000 Penalty: 3374.930176
	Iteration 48Q: 3 clusters Score -3996723 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -3996732.750000 Penalty: 3374.930176
	Iteration 49Q: 3 clusters Score -3996733 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3996733.500000 Penalty: 3374.930176
	Iteration 50Q: 3 clusters Score -3996734 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -3996734.000000 Penalty: 3374.930176
	Iteration 51Q: 3 clusters Score -3996734 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -3996744.500000 Penalty: 3374.930176
	Iteration 52Q: 3 clusters Score -3996744 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3996753.750000 Penalty: 3374.930176
	Iteration 53Q: 3 clusters Score -3996754 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3996765.500000 Penalty: 3374.930176
	Iteration 54Q: 3 clusters Score -3996766 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -3996789.750000 Penalty: 3374.930176
	Iteration 55Q: 3 clusters Score -3996790 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -3996796.750000 Penalty: 3374.930176
	Iteration 56Q: 3 clusters Score -3996797 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -3996813.500000 Penalty: 3374.930176
	Iteration 57Q: 3 clusters Score -3996814 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -3996827.000000 Penalty: 3374.930176
	Iteration 58Q: 3 clusters Score -3996827 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -3996832.750000 Penalty: 3374.930176
	Iteration 59Q: 3 clusters Score -3996833 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -3996845.750000 Penalty: 3374.930176
	Iteration 60F: 3 clusters Score -3996846 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -3996867.750000 Penalty: 3374.930176
	Iteration 61Q: 3 clusters Score -3996868 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -3996893.000000 Penalty: 3374.930176
	Iteration 62Q: 3 clusters Score -3996893 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -3996902.500000 Penalty: 3374.930176
	Iteration 63Q: 3 clusters Score -3996902 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3996911.000000 Penalty: 3374.930176
	Iteration 64Q: 3 clusters Score -3996911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -3996913.500000 Penalty: 3374.930176
	Iteration 65Q: 3 clusters Score -3996914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3996921.000000 Penalty: 3374.930176
	Iteration 66Q: 3 clusters Score -3996921 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -3996919.000000 Penalty: 3374.930176
	Iteration 67Q: 3 clusters Score -3996919 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -3996928.750000 Penalty: 3374.930176
	Iteration 68Q: 3 clusters Score -3996929 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -3996940.000000 Penalty: 3374.930176
	Iteration 69Q: 3 clusters Score -3996940 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3996958.500000 Penalty: 3374.930176
	Iteration 70Q: 3 clusters Score -3996958 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3996968.750000 Penalty: 3374.930176
	Iteration 71Q: 3 clusters Score -3996969 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -3996983.000000 Penalty: 3374.930176
	Iteration 72Q: 3 clusters Score -3996983 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3997015.250000 Penalty: 3374.930176
	Iteration 73Q: 3 clusters Score -3997015 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3997029.000000 Penalty: 3374.930176
	Iteration 74Q: 3 clusters Score -3997029 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3997048.750000 Penalty: 3374.930176
	Iteration 75Q: 3 clusters Score -3997049 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -3997056.000000 Penalty: 3374.930176
	Iteration 76Q: 3 clusters Score -3997056 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -3997071.750000 Penalty: 3374.930176
	Iteration 77Q: 3 clusters Score -3997072 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -3997120.000000 Penalty: 3374.930176
	Iteration 78Q: 3 clusters Score -3997120 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -3997173.500000 Penalty: 3374.930176
	Iteration 79Q: 3 clusters Score -3997174 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3997207.250000 Penalty: 3374.930176
	Iteration 80F: 3 clusters Score -3997207 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -3997245.000000 Penalty: 3374.930176
	Iteration 81Q: 3 clusters Score -3997245 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -3997268.000000 Penalty: 3374.930176
	Iteration 82Q: 3 clusters Score -3997268 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -3997331.750000 Penalty: 3374.930176
	Iteration 83Q: 3 clusters Score -3997332 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -3997370.250000 Penalty: 3374.930176
	Iteration 84Q: 3 clusters Score -3997370 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -3997410.250000 Penalty: 3374.930176
	Iteration 85Q: 3 clusters Score -3997410 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -3997479.000000 Penalty: 3374.930176
	Iteration 86Q: 3 clusters Score -3997479 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -3997518.250000 Penalty: 3374.930176
	Iteration 87Q: 3 clusters Score -3997518 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -3997592.250000 Penalty: 3374.930176
	Iteration 88Q: 3 clusters Score -3997592 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -3997654.500000 Penalty: 3374.930176
	Iteration 89Q: 3 clusters Score -3997654 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3997741.500000 Penalty: 3374.930176
	Iteration 90Q: 3 clusters Score -3997742 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -3997845.000000 Penalty: 3374.930176
	Iteration 91Q: 3 clusters Score -3997845 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -3997967.000000 Penalty: 3374.930176
	Iteration 92Q: 3 clusters Score -3997967 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -3998091.750000 Penalty: 3374.930176
	Iteration 93Q: 3 clusters Score -3998092 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3998239.500000 Penalty: 3374.930176
	Iteration 94Q: 3 clusters Score -3998240 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -3998388.250000 Penalty: 3374.930176
	Iteration 95Q: 3 clusters Score -3998388 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3998563.000000 Penalty: 3374.930176
	Iteration 96Q: 3 clusters Score -3998563 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3998754.250000 Penalty: 3374.930176
	Iteration 97Q: 3 clusters Score -3998754 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3998951.250000 Penalty: 3374.930176
	Iteration 98Q: 3 clusters Score -3998951 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3999143.500000 Penalty: 3374.930176
	Iteration 99Q: 3 clusters Score -3999144 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -3999373.250000 Penalty: 3374.930176
	Iteration 100F: 3 clusters Score -3999373 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3999580.250000 Penalty: 3374.930176
	Iteration 101Q: 3 clusters Score -3999580 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -3999776.500000 Penalty: 3374.930176
	Iteration 102Q: 3 clusters Score -3999776 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3999942.250000 Penalty: 3374.930176
	Iteration 103Q: 3 clusters Score -3999942 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -4000064.500000 Penalty: 3374.930176
	Iteration 104Q: 3 clusters Score -4000064 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -4000153.750000 Penalty: 3374.930176
	Iteration 105Q: 3 clusters Score -4000154 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -4000230.500000 Penalty: 3374.930176
	Iteration 106Q: 3 clusters Score -4000230 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -4000297.000000 Penalty: 3374.930176
	Iteration 107Q: 3 clusters Score -4000297 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -4000360.750000 Penalty: 3374.930176
	Iteration 108Q: 3 clusters Score -4000361 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -4000429.750000 Penalty: 3374.930176
	Iteration 109Q: 3 clusters Score -4000430 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -4000486.500000 Penalty: 3374.930176
	Iteration 110Q: 3 clusters Score -4000486 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -4000542.000000 Penalty: 3374.930176
	Iteration 111Q: 3 clusters Score -4000542 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -4000580.250000 Penalty: 3374.930176
	Iteration 112Q: 3 clusters Score -4000580 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -4000620.750000 Penalty: 3374.930176
	Iteration 113Q: 3 clusters Score -4000621 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -4000641.500000 Penalty: 3374.930176
	Iteration 114Q: 3 clusters Score -4000642 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -4000675.500000 Penalty: 3374.930176
	Iteration 115Q: 3 clusters Score -4000676 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -4000694.750000 Penalty: 3374.930176
	Iteration 116Q: 3 clusters Score -4000695 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -4000721.750000 Penalty: 3374.930176
	Iteration 117Q: 3 clusters Score -4000722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -4000752.500000 Penalty: 3374.930176
	Iteration 118Q: 3 clusters Score -4000752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -4000763.750000 Penalty: 3374.930176
	Iteration 119Q: 3 clusters Score -4000764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -4000785.250000 Penalty: 3374.930176
	Iteration 120F: 3 clusters Score -4000785 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -4000797.750000 Penalty: 3374.930176
	Iteration 121Q: 3 clusters Score -4000798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -4000820.750000 Penalty: 3374.930176
	Iteration 122Q: 3 clusters Score -4000821 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -4000836.250000 Penalty: 3374.930176
	Iteration 123Q: 3 clusters Score -4000836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -4000835.000000 Penalty: 3374.930176
	Iteration 124Q: 3 clusters Score -4000835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -4000843.000000 Penalty: 3374.930176
	Iteration 125Q: 3 clusters Score -4000843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -4000856.750000 Penalty: 3374.930176
	Iteration 126Q: 3 clusters Score -4000857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -4000867.500000 Penalty: 3374.930176
	Iteration 127Q: 3 clusters Score -4000868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -4000872.750000 Penalty: 3374.930176
	Iteration 128Q: 3 clusters Score -4000873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -4000890.750000 Penalty: 3374.930176
	Iteration 129Q: 3 clusters Score -4000891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 30484 members 
Entering Unmasked Estep 
Score: -4000898.000000 Penalty: 3374.930176
	Iteration 130Q: 3 clusters Score -4000898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -4000912.000000 Penalty: 3374.930176
	Iteration 131Q: 3 clusters Score -4000912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -4000914.750000 Penalty: 3374.930176
	Iteration 132Q: 3 clusters Score -4000915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -4000927.250000 Penalty: 3374.930176
	Iteration 133Q: 3 clusters Score -4000927 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -4000940.000000 Penalty: 3374.930176
	Iteration 134Q: 3 clusters Score -4000940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -4000951.000000 Penalty: 3374.930176
	Iteration 135Q: 3 clusters Score -4000951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -4000956.000000 Penalty: 3374.930176
	Iteration 136Q: 3 clusters Score -4000956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -4000964.500000 Penalty: 3374.930176
	Iteration 137Q: 3 clusters Score -4000964 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -4000974.250000 Penalty: 3374.930176
	Iteration 138Q: 3 clusters Score -4000974 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -4000986.000000 Penalty: 3374.930176
	Iteration 139Q: 3 clusters Score -4000986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -4000998.750000 Penalty: 3374.930176
	Iteration 140F: 3 clusters Score -4000999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -4001003.250000 Penalty: 3374.930176
	Iteration 141Q: 3 clusters Score -4001003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -4001002.250000 Penalty: 3374.930176
	Iteration 142Q: 3 clusters Score -4001002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -4001004.250000 Penalty: 3374.930176
	Iteration 143Q: 3 clusters Score -4001004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -4001010.000000 Penalty: 3374.930176
	Iteration 144Q: 3 clusters Score -4001010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -4001009.500000 Penalty: 3374.930176
	Iteration 145Q: 3 clusters Score -4001010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -4001016.000000 Penalty: 3374.930176
	Iteration 146Q: 3 clusters Score -4001016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4001016.750000 Penalty: 3374.930176
	Iteration 147Q: 3 clusters Score -4001017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -4001020.250000 Penalty: 3374.930176
	Iteration 148Q: 3 clusters Score -4001020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -4001023.250000 Penalty: 3374.930176
	Iteration 149Q: 3 clusters Score -4001023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -4001022.750000 Penalty: 3374.930176
	Iteration 150Q: 3 clusters Score -4001023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -4001023.250000 Penalty: 3374.930176
	Iteration 151Q: 3 clusters Score -4001023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -4001020.750000 Penalty: 3374.930176
	Iteration 152Q: 3 clusters Score -4001021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 30951 members 
Entering Unmasked Estep 
Score: -4001024.250000 Penalty: 3374.930176
	Iteration 153Q: 3 clusters Score -4001024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 30956 members 
Entering Unmasked Estep 
Score: -4001026.000000 Penalty: 3374.930176
	Iteration 154Q: 3 clusters Score -4001026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -4001032.750000 Penalty: 3374.930176
	Iteration 155Q: 3 clusters Score -4001033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -4001036.750000 Penalty: 3374.930176
	Iteration 156Q: 3 clusters Score -4001037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -4001037.500000 Penalty: 3374.930176
	Iteration 157Q: 3 clusters Score -4001038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -4001034.000000 Penalty: 3374.930176
	Iteration 158Q: 3 clusters Score -4001034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -4001039.500000 Penalty: 3374.930176
	Iteration 159Q: 3 clusters Score -4001040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -4001039.000000 Penalty: 3374.930176
	Iteration 160F: 3 clusters Score -4001039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -4001041.500000 Penalty: 3374.930176
	Iteration 161Q: 3 clusters Score -4001042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4001041.000000 Penalty: 3374.930176
	Iteration 162Q: 3 clusters Score -4001041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -4001043.750000 Penalty: 3374.930176
	Iteration 163Q: 3 clusters Score -4001044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -4001045.000000 Penalty: 3374.930176
	Iteration 164Q: 3 clusters Score -4001045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -4001050.750000 Penalty: 3374.930176
	Iteration 165Q: 3 clusters Score -4001051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 31029 members 
Entering Unmasked Estep 
Score: -4001049.000000 Penalty: 3374.930176
	Iteration 166Q: 3 clusters Score -4001049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -4001052.250000 Penalty: 3374.930176
	Iteration 167Q: 3 clusters Score -4001052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -4001049.500000 Penalty: 3374.930176
	Iteration 168Q: 3 clusters Score -4001050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -4001053.500000 Penalty: 3374.930176
	Iteration 169Q: 3 clusters Score -4001054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -4001053.500000 Penalty: 3374.930176
	Iteration 170Q: 3 clusters Score -4001054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -4001049.000000 Penalty: 3374.930176
	Iteration 171Q: 3 clusters Score -4001049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -4001053.250000 Penalty: 3374.930176
	Iteration 172Q: 3 clusters Score -4001053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -4001056.750000 Penalty: 3374.930176
	Iteration 173Q: 3 clusters Score -4001057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -4001059.500000 Penalty: 3374.930176
	Iteration 174Q: 3 clusters Score -4001060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -4001059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -4001059.000000 Penalty: 3374.930176
	Iteration 176F: 3 clusters Score -4001059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Entering Unmasked Estep 
Score: -1856537.875000 Penalty: 1560.496948
	Iteration 0F: 2 clusters Score -1856538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1846115.250000 Penalty: 3120.993896
	Iteration 0F: 3 clusters Score -1846115 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1849871.125000 Penalty: 3120.993896
	Iteration 1F: 3 clusters Score -1849871 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1850269.625000 Penalty: 3120.993896
	Iteration 2F: 3 clusters Score -1850270 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1850739.375000 Penalty: 3120.993896
	Iteration 3F: 3 clusters Score -1850739 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1851269.750000 Penalty: 3120.993896
	Iteration 4F: 3 clusters Score -1851270 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1851870.500000 Penalty: 3120.993896
	Iteration 5F: 3 clusters Score -1851870 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1852461.500000 Penalty: 3120.993896
	Iteration 6F: 3 clusters Score -1852462 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1852968.500000 Penalty: 3120.993896
	Iteration 7F: 3 clusters Score -1852968 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1853406.250000 Penalty: 3120.993896
	Iteration 8Q: 3 clusters Score -1853406 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1853765.875000 Penalty: 3120.993896
	Iteration 9Q: 3 clusters Score -1853766 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1854058.375000 Penalty: 3120.993896
	Iteration 10Q: 3 clusters Score -1854058 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1854301.000000 Penalty: 3120.993896
	Iteration 11Q: 3 clusters Score -1854301 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1854461.500000 Penalty: 3120.993896
	Iteration 12Q: 3 clusters Score -1854462 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1854580.500000 Penalty: 3120.993896
	Iteration 13Q: 3 clusters Score -1854580 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1854652.875000 Penalty: 3120.993896
	Iteration 14Q: 3 clusters Score -1854653 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1854701.500000 Penalty: 3120.993896
	Iteration 15Q: 3 clusters Score -1854702 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1854738.875000 Penalty: 3120.993896
	Iteration 16Q: 3 clusters Score -1854739 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1854765.375000 Penalty: 3120.993896
	Iteration 17Q: 3 clusters Score -1854765 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1854790.000000 Penalty: 3120.993896
	Iteration 18Q: 3 clusters Score -1854790 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1854810.750000 Penalty: 3120.993896
	Iteration 19Q: 3 clusters Score -1854811 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1854830.875000 Penalty: 3120.993896
	Iteration 20F: 3 clusters Score -1854831 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1854850.000000 Penalty: 3120.993896
	Iteration 21Q: 3 clusters Score -1854850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1854862.375000 Penalty: 3120.993896
	Iteration 22Q: 3 clusters Score -1854862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1854867.125000 Penalty: 3120.993896
	Iteration 23Q: 3 clusters Score -1854867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1854876.000000 Penalty: 3120.993896
	Iteration 24Q: 3 clusters Score -1854876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1854885.000000 Penalty: 3120.993896
	Iteration 25Q: 3 clusters Score -1854885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1854893.000000 Penalty: 3120.993896
	Iteration 26Q: 3 clusters Score -1854893 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1854895.250000 Penalty: 3120.993896
	Iteration 27Q: 3 clusters Score -1854895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1854900.625000 Penalty: 3120.993896
	Iteration 28Q: 3 clusters Score -1854901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1854905.125000 Penalty: 3120.993896
	Iteration 29Q: 3 clusters Score -1854905 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1854914.625000 Penalty: 3120.993896
	Iteration 30Q: 3 clusters Score -1854915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1854917.750000 Penalty: 3120.993896
	Iteration 31Q: 3 clusters Score -1854918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1854925.875000 Penalty: 3120.993896
	Iteration 32Q: 3 clusters Score -1854926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1854935.750000 Penalty: 3120.993896
	Iteration 33Q: 3 clusters Score -1854936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1854947.000000 Penalty: 3120.993896
	Iteration 34Q: 3 clusters Score -1854947 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1854950.750000 Penalty: 3120.993896
	Iteration 35Q: 3 clusters Score -1854951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1854954.875000 Penalty: 3120.993896
	Iteration 36Q: 3 clusters Score -1854955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1854958.750000 Penalty: 3120.993896
	Iteration 37Q: 3 clusters Score -1854959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1854959.000000 Penalty: 3120.993896
	Iteration 38Q: 3 clusters Score -1854959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1854966.625000 Penalty: 3120.993896
	Iteration 39Q: 3 clusters Score -1854967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1854969.375000 Penalty: 3120.993896
	Iteration 40F: 3 clusters Score -1854969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1854971.625000 Penalty: 3120.993896
	Iteration 41Q: 3 clusters Score -1854972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1854973.000000 Penalty: 3120.993896
	Iteration 42Q: 3 clusters Score -1854973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1854973.625000 Penalty: 3120.993896
	Iteration 43Q: 3 clusters Score -1854974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1854986.000000 Penalty: 3120.993896
	Iteration 44Q: 3 clusters Score -1854986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1854990.375000 Penalty: 3120.993896
	Iteration 45Q: 3 clusters Score -1854990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1854994.375000 Penalty: 3120.993896
	Iteration 46Q: 3 clusters Score -1854994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1855001.875000 Penalty: 3120.993896
	Iteration 47Q: 3 clusters Score -1855002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1855000.625000 Penalty: 3120.993896
	Iteration 48Q: 3 clusters Score -1855001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1855008.875000 Penalty: 3120.993896
	Iteration 49Q: 3 clusters Score -1855009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1855009.750000 Penalty: 3120.993896
	Iteration 50Q: 3 clusters Score -1855010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1855010.500000 Penalty: 3120.993896
	Iteration 51Q: 3 clusters Score -1855010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1855011.875000 Penalty: 3120.993896
	Iteration 52Q: 3 clusters Score -1855012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1855014.000000 Penalty: 3120.993896
	Iteration 53Q: 3 clusters Score -1855014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1855018.000000 Penalty: 3120.993896
	Iteration 54Q: 3 clusters Score -1855018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1855020.125000 Penalty: 3120.993896
	Iteration 55Q: 3 clusters Score -1855020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1855027.375000 Penalty: 3120.993896
	Iteration 56Q: 3 clusters Score -1855027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1855033.125000 Penalty: 3120.993896
	Iteration 57Q: 3 clusters Score -1855033 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1855040.125000 Penalty: 3120.993896
	Iteration 58Q: 3 clusters Score -1855040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1855047.625000 Penalty: 3120.993896
	Iteration 59Q: 3 clusters Score -1855048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1855048.250000 Penalty: 3120.993896
	Iteration 60F: 3 clusters Score -1855048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1855059.125000 Penalty: 3120.993896
	Iteration 61Q: 3 clusters Score -1855059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1855068.375000 Penalty: 3120.993896
	Iteration 62Q: 3 clusters Score -1855068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1855070.875000 Penalty: 3120.993896
	Iteration 63Q: 3 clusters Score -1855071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1855078.375000 Penalty: 3120.993896
	Iteration 64Q: 3 clusters Score -1855078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1855088.125000 Penalty: 3120.993896
	Iteration 65Q: 3 clusters Score -1855088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1855095.250000 Penalty: 3120.993896
	Iteration 66Q: 3 clusters Score -1855095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1855102.750000 Penalty: 3120.993896
	Iteration 67Q: 3 clusters Score -1855103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1855108.750000 Penalty: 3120.993896
	Iteration 68Q: 3 clusters Score -1855109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1855107.375000 Penalty: 3120.993896
	Iteration 69Q: 3 clusters Score -1855107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1855109.000000 Penalty: 3120.993896
	Iteration 70Q: 3 clusters Score -1855109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1855111.000000 Penalty: 3120.993896
	Iteration 71Q: 3 clusters Score -1855111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1855112.250000 Penalty: 3120.993896
	Iteration 72Q: 3 clusters Score -1855112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1855112.250000 Penalty: 3120.993896
	Iteration 73F: 3 clusters Score -1855112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Entering Unmasked Estep 
Score: -430833.937500 Penalty: 1326.362549
	Iteration 0F: 2 clusters Score -430833.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -427820.781250 Penalty: 2652.725098
	Iteration 0F: 3 clusters Score -427820.8 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -428587.843750 Penalty: 2652.725098
	Iteration 1F: 3 clusters Score -428587.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -428758.625000 Penalty: 2652.725098
	Iteration 2F: 3 clusters Score -428758.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -428884.625000 Penalty: 2652.725098
	Iteration 3F: 3 clusters Score -428884.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -428997.593750 Penalty: 2652.725098
	Iteration 4Q: 3 clusters Score -428997.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -429099.906250 Penalty: 2652.725098
	Iteration 5Q: 3 clusters Score -429099.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -429189.625000 Penalty: 2652.725098
	Iteration 6Q: 3 clusters Score -429189.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -429258.500000 Penalty: 2652.725098
	Iteration 7Q: 3 clusters Score -429258.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -429320.187500 Penalty: 2652.725098
	Iteration 8Q: 3 clusters Score -429320.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -429381.937500 Penalty: 2652.725098
	Iteration 9Q: 3 clusters Score -429381.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -429440.625000 Penalty: 2652.725098
	Iteration 10Q: 3 clusters Score -429440.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -429513.125000 Penalty: 2652.725098
	Iteration 11Q: 3 clusters Score -429513.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -429603.656250 Penalty: 2652.725098
	Iteration 12Q: 3 clusters Score -429603.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -429709.093750 Penalty: 2652.725098
	Iteration 13Q: 3 clusters Score -429709.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -429820.218750 Penalty: 2652.725098
	Iteration 14Q: 3 clusters Score -429820.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -429927.031250 Penalty: 2652.725098
	Iteration 15Q: 3 clusters Score -429927 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -430003.968750 Penalty: 2652.725098
	Iteration 16Q: 3 clusters Score -430004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -430053.312500 Penalty: 2652.725098
	Iteration 17Q: 3 clusters Score -430053.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -430088.125000 Penalty: 2652.725098
	Iteration 18Q: 3 clusters Score -430088.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -430113.750000 Penalty: 2652.725098
	Iteration 19Q: 3 clusters Score -430113.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -430136.812500 Penalty: 2652.725098
	Iteration 20F: 3 clusters Score -430136.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -430173.343750 Penalty: 2652.725098
	Iteration 21Q: 3 clusters Score -430173.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -430209.625000 Penalty: 2652.725098
	Iteration 22Q: 3 clusters Score -430209.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -430236.031250 Penalty: 2652.725098
	Iteration 23Q: 3 clusters Score -430236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -430258.218750 Penalty: 2652.725098
	Iteration 24Q: 3 clusters Score -430258.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -430283.531250 Penalty: 2652.725098
	Iteration 25Q: 3 clusters Score -430283.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -430315.218750 Penalty: 2652.725098
	Iteration 26Q: 3 clusters Score -430315.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -430344.000000 Penalty: 2652.725098
	Iteration 27Q: 3 clusters Score -430344 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -430386.343750 Penalty: 2652.725098
	Iteration 28Q: 3 clusters Score -430386.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -430437.187500 Penalty: 2652.725098
	Iteration 29Q: 3 clusters Score -430437.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -430505.218750 Penalty: 2652.725098
	Iteration 30Q: 3 clusters Score -430505.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -430585.531250 Penalty: 2652.725098
	Iteration 31Q: 3 clusters Score -430585.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -430642.500000 Penalty: 2652.725098
	Iteration 32Q: 3 clusters Score -430642.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -430663.406250 Penalty: 2652.725098
	Iteration 33Q: 3 clusters Score -430663.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -430673.843750 Penalty: 2652.725098
	Iteration 34Q: 3 clusters Score -430673.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -430679.562500 Penalty: 2652.725098
	Iteration 35Q: 3 clusters Score -430679.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -430684.687500 Penalty: 2652.725098
	Iteration 36Q: 3 clusters Score -430684.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -430689.531250 Penalty: 2652.725098
	Iteration 37Q: 3 clusters Score -430689.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -430695.343750 Penalty: 2652.725098
	Iteration 38Q: 3 clusters Score -430695.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -430705.781250 Penalty: 2652.725098
	Iteration 39Q: 3 clusters Score -430705.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -430714.625000 Penalty: 2652.725098
	Iteration 40F: 3 clusters Score -430714.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -430721.218750 Penalty: 2652.725098
	Iteration 41Q: 3 clusters Score -430721.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -430725.968750 Penalty: 2652.725098
	Iteration 42Q: 3 clusters Score -430726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -430729.937500 Penalty: 2652.725098
	Iteration 43Q: 3 clusters Score -430729.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -430731.937500 Penalty: 2652.725098
	Iteration 44Q: 3 clusters Score -430731.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -430733.343750 Penalty: 2652.725098
	Iteration 45Q: 3 clusters Score -430733.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -430735.062500 Penalty: 2652.725098
	Iteration 46Q: 3 clusters Score -430735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -430736.750000 Penalty: 2652.725098
	Iteration 47Q: 3 clusters Score -430736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -430739.750000 Penalty: 2652.725098
	Iteration 48Q: 3 clusters Score -430739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -430740.531250 Penalty: 2652.725098
	Iteration 49Q: 3 clusters Score -430740.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -430742.656250 Penalty: 2652.725098
	Iteration 50Q: 3 clusters Score -430742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -430743.375000 Penalty: 2652.725098
	Iteration 51Q: 3 clusters Score -430743.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -430744.125000 Penalty: 2652.725098
	Iteration 52Q: 3 clusters Score -430744.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -430744.125000 Penalty: 2652.725098
	Iteration 53F: 3 clusters Score -430744.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Entering Unmasked Estep 
Score: -1595082.125000 Penalty: 1551.612183
	Iteration 0F: 2 clusters Score -1595082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1585329.000000 Penalty: 3103.224365
	Iteration 0F: 3 clusters Score -1585329 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1588772.250000 Penalty: 3103.224365
	Iteration 1F: 3 clusters Score -1588772 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1589290.500000 Penalty: 3103.224365
	Iteration 2F: 3 clusters Score -1589290 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1589811.500000 Penalty: 3103.224365
	Iteration 3F: 3 clusters Score -1589812 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1590258.375000 Penalty: 3103.224365
	Iteration 4F: 3 clusters Score -1590258 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1590612.500000 Penalty: 3103.224365
	Iteration 5F: 3 clusters Score -1590612 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1590874.750000 Penalty: 3103.224365
	Iteration 6Q: 3 clusters Score -1590875 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1591051.000000 Penalty: 3103.224365
	Iteration 7Q: 3 clusters Score -1591051 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1591178.875000 Penalty: 3103.224365
	Iteration 8Q: 3 clusters Score -1591179 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1591300.375000 Penalty: 3103.224365
	Iteration 9Q: 3 clusters Score -1591300 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1591404.250000 Penalty: 3103.224365
	Iteration 10Q: 3 clusters Score -1591404 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1591515.625000 Penalty: 3103.224365
	Iteration 11Q: 3 clusters Score -1591516 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1591620.500000 Penalty: 3103.224365
	Iteration 12Q: 3 clusters Score -1591620 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1591704.500000 Penalty: 3103.224365
	Iteration 13Q: 3 clusters Score -1591704 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1591782.125000 Penalty: 3103.224365
	Iteration 14Q: 3 clusters Score -1591782 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1591856.250000 Penalty: 3103.224365
	Iteration 15Q: 3 clusters Score -1591856 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1591912.750000 Penalty: 3103.224365
	Iteration 16Q: 3 clusters Score -1591913 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1591978.875000 Penalty: 3103.224365
	Iteration 17Q: 3 clusters Score -1591979 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1592035.750000 Penalty: 3103.224365
	Iteration 18Q: 3 clusters Score -1592036 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1592112.625000 Penalty: 3103.224365
	Iteration 19Q: 3 clusters Score -1592113 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1592203.250000 Penalty: 3103.224365
	Iteration 20F: 3 clusters Score -1592203 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1592321.375000 Penalty: 3103.224365
	Iteration 21Q: 3 clusters Score -1592321 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1592460.125000 Penalty: 3103.224365
	Iteration 22Q: 3 clusters Score -1592460 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1592583.625000 Penalty: 3103.224365
	Iteration 23Q: 3 clusters Score -1592584 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1592665.875000 Penalty: 3103.224365
	Iteration 24Q: 3 clusters Score -1592666 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1592726.375000 Penalty: 3103.224365
	Iteration 25Q: 3 clusters Score -1592726 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1592773.500000 Penalty: 3103.224365
	Iteration 26Q: 3 clusters Score -1592774 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1592810.625000 Penalty: 3103.224365
	Iteration 27Q: 3 clusters Score -1592811 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1592843.750000 Penalty: 3103.224365
	Iteration 28Q: 3 clusters Score -1592844 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1592868.250000 Penalty: 3103.224365
	Iteration 29Q: 3 clusters Score -1592868 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1592893.750000 Penalty: 3103.224365
	Iteration 30Q: 3 clusters Score -1592894 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1592919.000000 Penalty: 3103.224365
	Iteration 31Q: 3 clusters Score -1592919 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1592945.375000 Penalty: 3103.224365
	Iteration 32Q: 3 clusters Score -1592945 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1592965.125000 Penalty: 3103.224365
	Iteration 33Q: 3 clusters Score -1592965 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1592983.125000 Penalty: 3103.224365
	Iteration 34Q: 3 clusters Score -1592983 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1593002.375000 Penalty: 3103.224365
	Iteration 35Q: 3 clusters Score -1593002 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1593018.125000 Penalty: 3103.224365
	Iteration 36Q: 3 clusters Score -1593018 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1593038.250000 Penalty: 3103.224365
	Iteration 37Q: 3 clusters Score -1593038 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1593053.625000 Penalty: 3103.224365
	Iteration 38Q: 3 clusters Score -1593054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1593064.500000 Penalty: 3103.224365
	Iteration 39Q: 3 clusters Score -1593064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1593085.375000 Penalty: 3103.224365
	Iteration 40F: 3 clusters Score -1593085 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1593103.125000 Penalty: 3103.224365
	Iteration 41Q: 3 clusters Score -1593103 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1593123.875000 Penalty: 3103.224365
	Iteration 42Q: 3 clusters Score -1593124 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1593147.125000 Penalty: 3103.224365
	Iteration 43Q: 3 clusters Score -1593147 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1593181.125000 Penalty: 3103.224365
	Iteration 44Q: 3 clusters Score -1593181 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1593230.250000 Penalty: 3103.224365
	Iteration 45Q: 3 clusters Score -1593230 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1593283.000000 Penalty: 3103.224365
	Iteration 46Q: 3 clusters Score -1593283 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1593342.500000 Penalty: 3103.224365
	Iteration 47Q: 3 clusters Score -1593342 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1593422.375000 Penalty: 3103.224365
	Iteration 48Q: 3 clusters Score -1593422 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1593514.000000 Penalty: 3103.224365
	Iteration 49Q: 3 clusters Score -1593514 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1593639.750000 Penalty: 3103.224365
	Iteration 50Q: 3 clusters Score -1593640 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1593756.750000 Penalty: 3103.224365
	Iteration 51Q: 3 clusters Score -1593757 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1593870.000000 Penalty: 3103.224365
	Iteration 52Q: 3 clusters Score -1593870 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1593942.375000 Penalty: 3103.224365
	Iteration 53Q: 3 clusters Score -1593942 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1593989.750000 Penalty: 3103.224365
	Iteration 54Q: 3 clusters Score -1593990 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -1594011.125000 Penalty: 3103.224365
	Iteration 55Q: 3 clusters Score -1594011 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1594027.625000 Penalty: 3103.224365
	Iteration 56Q: 3 clusters Score -1594028 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1594041.125000 Penalty: 3103.224365
	Iteration 57Q: 3 clusters Score -1594041 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1594056.250000 Penalty: 3103.224365
	Iteration 58Q: 3 clusters Score -1594056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1594074.250000 Penalty: 3103.224365
	Iteration 59Q: 3 clusters Score -1594074 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1594090.000000 Penalty: 3103.224365
	Iteration 60F: 3 clusters Score -1594090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1594099.500000 Penalty: 3103.224365
	Iteration 61Q: 3 clusters Score -1594100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1594112.500000 Penalty: 3103.224365
	Iteration 62Q: 3 clusters Score -1594112 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1594124.250000 Penalty: 3103.224365
	Iteration 63Q: 3 clusters Score -1594124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1594135.250000 Penalty: 3103.224365
	Iteration 64Q: 3 clusters Score -1594135 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1594149.625000 Penalty: 3103.224365
	Iteration 65Q: 3 clusters Score -1594150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1594156.750000 Penalty: 3103.224365
	Iteration 66Q: 3 clusters Score -1594157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -1594162.875000 Penalty: 3103.224365
	Iteration 67Q: 3 clusters Score -1594163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1594178.875000 Penalty: 3103.224365
	Iteration 68Q: 3 clusters Score -1594179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1594184.000000 Penalty: 3103.224365
	Iteration 69Q: 3 clusters Score -1594184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -1594192.375000 Penalty: 3103.224365
	Iteration 70Q: 3 clusters Score -1594192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1594205.125000 Penalty: 3103.224365
	Iteration 71Q: 3 clusters Score -1594205 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1594208.000000 Penalty: 3103.224365
	Iteration 72Q: 3 clusters Score -1594208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -1594223.000000 Penalty: 3103.224365
	Iteration 73Q: 3 clusters Score -1594223 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1594234.000000 Penalty: 3103.224365
	Iteration 74Q: 3 clusters Score -1594234 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1594237.875000 Penalty: 3103.224365
	Iteration 75Q: 3 clusters Score -1594238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1594246.000000 Penalty: 3103.224365
	Iteration 76Q: 3 clusters Score -1594246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -1594255.000000 Penalty: 3103.224365
	Iteration 77Q: 3 clusters Score -1594255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -1594268.375000 Penalty: 3103.224365
	Iteration 78Q: 3 clusters Score -1594268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1594275.625000 Penalty: 3103.224365
	Iteration 79Q: 3 clusters Score -1594276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1594283.250000 Penalty: 3103.224365
	Iteration 80F: 3 clusters Score -1594283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1594286.000000 Penalty: 3103.224365
	Iteration 81Q: 3 clusters Score -1594286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -1594301.750000 Penalty: 3103.224365
	Iteration 82Q: 3 clusters Score -1594302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1594306.750000 Penalty: 3103.224365
	Iteration 83Q: 3 clusters Score -1594307 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1594314.125000 Penalty: 3103.224365
	Iteration 84Q: 3 clusters Score -1594314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1594325.250000 Penalty: 3103.224365
	Iteration 85Q: 3 clusters Score -1594325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1594334.375000 Penalty: 3103.224365
	Iteration 86Q: 3 clusters Score -1594334 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1594348.250000 Penalty: 3103.224365
	Iteration 87Q: 3 clusters Score -1594348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1594361.375000 Penalty: 3103.224365
	Iteration 88Q: 3 clusters Score -1594361 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1594377.750000 Penalty: 3103.224365
	Iteration 89Q: 3 clusters Score -1594378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1594384.000000 Penalty: 3103.224365
	Iteration 90Q: 3 clusters Score -1594384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -1594395.375000 Penalty: 3103.224365
	Iteration 91Q: 3 clusters Score -1594395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1594397.875000 Penalty: 3103.224365
	Iteration 92Q: 3 clusters Score -1594398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1594396.375000 Penalty: 3103.224365
	Iteration 93Q: 3 clusters Score -1594396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1594400.875000 Penalty: 3103.224365
	Iteration 94Q: 3 clusters Score -1594401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1594401.000000 Penalty: 3103.224365
	Iteration 95Q: 3 clusters Score -1594401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1594403.625000 Penalty: 3103.224365
	Iteration 96Q: 3 clusters Score -1594404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1594400.750000 Penalty: 3103.224365
	Iteration 97Q: 3 clusters Score -1594401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -1594400.250000 Penalty: 3103.224365
	Iteration 98Q: 3 clusters Score -1594400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1594403.500000 Penalty: 3103.224365
	Iteration 99Q: 3 clusters Score -1594404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1594404.750000 Penalty: 3103.224365
	Iteration 100F: 3 clusters Score -1594405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -1594401.125000 Penalty: 3103.224365
	Iteration 101Q: 3 clusters Score -1594401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1594403.500000 Penalty: 3103.224365
	Iteration 102Q: 3 clusters Score -1594404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1594403.500000 Penalty: 3103.224365
	Iteration 103F: 3 clusters Score -1594404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Entering Unmasked Estep 
Score: -661316.437500 Penalty: 1396.309082
	Iteration 0F: 2 clusters Score -661316.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -657053.937500 Penalty: 2792.618164
	Iteration 0F: 3 clusters Score -657053.9 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -658298.625000 Penalty: 2792.618164
	Iteration 1F: 3 clusters Score -658298.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -658488.375000 Penalty: 2792.618164
	Iteration 2F: 3 clusters Score -658488.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -658658.687500 Penalty: 2792.618164
	Iteration 3F: 3 clusters Score -658658.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -658784.437500 Penalty: 2792.618164
	Iteration 4Q: 3 clusters Score -658784.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -658878.750000 Penalty: 2792.618164
	Iteration 5Q: 3 clusters Score -658878.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -658978.875000 Penalty: 2792.618164
	Iteration 6Q: 3 clusters Score -658978.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -659053.312500 Penalty: 2792.618164
	Iteration 7Q: 3 clusters Score -659053.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -659120.750000 Penalty: 2792.618164
	Iteration 8Q: 3 clusters Score -659120.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -659180.750000 Penalty: 2792.618164
	Iteration 9Q: 3 clusters Score -659180.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -659242.687500 Penalty: 2792.618164
	Iteration 10Q: 3 clusters Score -659242.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -659308.312500 Penalty: 2792.618164
	Iteration 11Q: 3 clusters Score -659308.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -659357.375000 Penalty: 2792.618164
	Iteration 12Q: 3 clusters Score -659357.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -659410.750000 Penalty: 2792.618164
	Iteration 13Q: 3 clusters Score -659410.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -659449.375000 Penalty: 2792.618164
	Iteration 14Q: 3 clusters Score -659449.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -659475.250000 Penalty: 2792.618164
	Iteration 15Q: 3 clusters Score -659475.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -659503.312500 Penalty: 2792.618164
	Iteration 16Q: 3 clusters Score -659503.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -659531.062500 Penalty: 2792.618164
	Iteration 17Q: 3 clusters Score -659531.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -659563.187500 Penalty: 2792.618164
	Iteration 18Q: 3 clusters Score -659563.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -659583.187500 Penalty: 2792.618164
	Iteration 19Q: 3 clusters Score -659583.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -659605.437500 Penalty: 2792.618164
	Iteration 20F: 3 clusters Score -659605.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -659626.625000 Penalty: 2792.618164
	Iteration 21Q: 3 clusters Score -659626.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -659647.250000 Penalty: 2792.618164
	Iteration 22Q: 3 clusters Score -659647.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -659681.125000 Penalty: 2792.618164
	Iteration 23Q: 3 clusters Score -659681.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -659712.062500 Penalty: 2792.618164
	Iteration 24Q: 3 clusters Score -659712.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -659735.500000 Penalty: 2792.618164
	Iteration 25Q: 3 clusters Score -659735.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -659757.125000 Penalty: 2792.618164
	Iteration 26Q: 3 clusters Score -659757.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -659785.312500 Penalty: 2792.618164
	Iteration 27Q: 3 clusters Score -659785.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -659811.625000 Penalty: 2792.618164
	Iteration 28Q: 3 clusters Score -659811.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -659834.625000 Penalty: 2792.618164
	Iteration 29Q: 3 clusters Score -659834.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -659851.812500 Penalty: 2792.618164
	Iteration 30Q: 3 clusters Score -659851.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -659871.125000 Penalty: 2792.618164
	Iteration 31Q: 3 clusters Score -659871.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -659887.437500 Penalty: 2792.618164
	Iteration 32Q: 3 clusters Score -659887.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -659908.687500 Penalty: 2792.618164
	Iteration 33Q: 3 clusters Score -659908.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -659932.125000 Penalty: 2792.618164
	Iteration 34Q: 3 clusters Score -659932.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -659954.187500 Penalty: 2792.618164
	Iteration 35Q: 3 clusters Score -659954.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -659974.812500 Penalty: 2792.618164
	Iteration 36Q: 3 clusters Score -659974.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -660000.750000 Penalty: 2792.618164
	Iteration 37Q: 3 clusters Score -660000.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -660029.500000 Penalty: 2792.618164
	Iteration 38Q: 3 clusters Score -660029.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -660055.437500 Penalty: 2792.618164
	Iteration 39Q: 3 clusters Score -660055.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -660080.500000 Penalty: 2792.618164
	Iteration 40F: 3 clusters Score -660080.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -660096.250000 Penalty: 2792.618164
	Iteration 41Q: 3 clusters Score -660096.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -660112.750000 Penalty: 2792.618164
	Iteration 42Q: 3 clusters Score -660112.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -660126.500000 Penalty: 2792.618164
	Iteration 43Q: 3 clusters Score -660126.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -660132.687500 Penalty: 2792.618164
	Iteration 44Q: 3 clusters Score -660132.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -660137.750000 Penalty: 2792.618164
	Iteration 45Q: 3 clusters Score -660137.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -660141.937500 Penalty: 2792.618164
	Iteration 46Q: 3 clusters Score -660141.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -660147.687500 Penalty: 2792.618164
	Iteration 47Q: 3 clusters Score -660147.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -660156.875000 Penalty: 2792.618164
	Iteration 48Q: 3 clusters Score -660156.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -660165.375000 Penalty: 2792.618164
	Iteration 49Q: 3 clusters Score -660165.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -660174.062500 Penalty: 2792.618164
	Iteration 50Q: 3 clusters Score -660174.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -660179.000000 Penalty: 2792.618164
	Iteration 51Q: 3 clusters Score -660179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -660183.437500 Penalty: 2792.618164
	Iteration 52Q: 3 clusters Score -660183.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -660188.000000 Penalty: 2792.618164
	Iteration 53Q: 3 clusters Score -660188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -660192.687500 Penalty: 2792.618164
	Iteration 54Q: 3 clusters Score -660192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -660195.062500 Penalty: 2792.618164
	Iteration 55Q: 3 clusters Score -660195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -660196.000000 Penalty: 2792.618164
	Iteration 56Q: 3 clusters Score -660196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -660197.500000 Penalty: 2792.618164
	Iteration 57Q: 3 clusters Score -660197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -660199.062500 Penalty: 2792.618164
	Iteration 58Q: 3 clusters Score -660199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -660201.000000 Penalty: 2792.618164
	Iteration 59Q: 3 clusters Score -660201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -660204.125000 Penalty: 2792.618164
	Iteration 60F: 3 clusters Score -660204.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -660209.312500 Penalty: 2792.618164
	Iteration 61Q: 3 clusters Score -660209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -660210.937500 Penalty: 2792.618164
	Iteration 62Q: 3 clusters Score -660210.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -660211.187500 Penalty: 2792.618164
	Iteration 63Q: 3 clusters Score -660211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -660211.187500 Penalty: 2792.618164
	Iteration 64F: 3 clusters Score -660211.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -67171.148438 Penalty: 1031.165894
	Iteration 0F: 2 clusters Score -67171.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66014.250000 Penalty: 2062.331787
	Iteration 0F: 3 clusters Score -66014.25 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66172.625000 Penalty: 2062.331787
	Iteration 1F: 3 clusters Score -66172.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66230.601562 Penalty: 2062.331787
	Iteration 2F: 3 clusters Score -66230.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66270.945312 Penalty: 2062.331787
	Iteration 3Q: 3 clusters Score -66270.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -66279.921875 Penalty: 2062.331787
	Iteration 4Q: 3 clusters Score -66279.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66285.984375 Penalty: 2062.331787
	Iteration 5Q: 3 clusters Score -66285.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66291.421875 Penalty: 2062.331787
	Iteration 6Q: 3 clusters Score -66291.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66295.257812 Penalty: 2062.331787
	Iteration 7Q: 3 clusters Score -66295.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66297.523438 Penalty: 2062.331787
	Iteration 8Q: 3 clusters Score -66297.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66298.031250 Penalty: 2062.331787
	Iteration 9Q: 3 clusters Score -66298.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66301.109375 Penalty: 2062.331787
	Iteration 10Q: 3 clusters Score -66301.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66304.515625 Penalty: 2062.331787
	Iteration 11Q: 3 clusters Score -66304.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66308.351562 Penalty: 2062.331787
	Iteration 12Q: 3 clusters Score -66308.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66308.351562 Penalty: 2062.331787
	Iteration 13F: 3 clusters Score -66308.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Entering Unmasked Estep 
Score: -1104111.250000 Penalty: 1479.955933
	Iteration 0F: 2 clusters Score -1104111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1097607.000000 Penalty: 2959.911865
	Iteration 0F: 3 clusters Score -1097607 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1099602.000000 Penalty: 2959.911865
	Iteration 1F: 3 clusters Score -1099602 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1099926.250000 Penalty: 2959.911865
	Iteration 2F: 3 clusters Score -1099926 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1100251.375000 Penalty: 2959.911865
	Iteration 3F: 3 clusters Score -1100251 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1100579.625000 Penalty: 2959.911865
	Iteration 4F: 3 clusters Score -1100580 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1100885.000000 Penalty: 2959.911865
	Iteration 5F: 3 clusters Score -1100885 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1101141.250000 Penalty: 2959.911865
	Iteration 6F: 3 clusters Score -1101141 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1101383.000000 Penalty: 2959.911865
	Iteration 7Q: 3 clusters Score -1101383 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1101561.875000 Penalty: 2959.911865
	Iteration 8Q: 3 clusters Score -1101562 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1101707.125000 Penalty: 2959.911865
	Iteration 9Q: 3 clusters Score -1101707 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1101832.125000 Penalty: 2959.911865
	Iteration 10Q: 3 clusters Score -1101832 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1101928.625000 Penalty: 2959.911865
	Iteration 11Q: 3 clusters Score -1101929 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1102010.875000 Penalty: 2959.911865
	Iteration 12Q: 3 clusters Score -1102011 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1102064.875000 Penalty: 2959.911865
	Iteration 13Q: 3 clusters Score -1102065 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1102111.000000 Penalty: 2959.911865
	Iteration 14Q: 3 clusters Score -1102111 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1102137.750000 Penalty: 2959.911865
	Iteration 15Q: 3 clusters Score -1102138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1102163.875000 Penalty: 2959.911865
	Iteration 16Q: 3 clusters Score -1102164 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1102193.375000 Penalty: 2959.911865
	Iteration 17Q: 3 clusters Score -1102193 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1102231.875000 Penalty: 2959.911865
	Iteration 18Q: 3 clusters Score -1102232 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1102272.500000 Penalty: 2959.911865
	Iteration 19Q: 3 clusters Score -1102272 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1102314.500000 Penalty: 2959.911865
	Iteration 20F: 3 clusters Score -1102314 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1102353.750000 Penalty: 2959.911865
	Iteration 21Q: 3 clusters Score -1102354 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1102403.500000 Penalty: 2959.911865
	Iteration 22Q: 3 clusters Score -1102404 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1102456.875000 Penalty: 2959.911865
	Iteration 23Q: 3 clusters Score -1102457 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1102515.500000 Penalty: 2959.911865
	Iteration 24Q: 3 clusters Score -1102516 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1102572.500000 Penalty: 2959.911865
	Iteration 25Q: 3 clusters Score -1102572 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1102639.625000 Penalty: 2959.911865
	Iteration 26Q: 3 clusters Score -1102640 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1102721.000000 Penalty: 2959.911865
	Iteration 27Q: 3 clusters Score -1102721 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1102802.000000 Penalty: 2959.911865
	Iteration 28Q: 3 clusters Score -1102802 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1102858.750000 Penalty: 2959.911865
	Iteration 29Q: 3 clusters Score -1102859 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1102895.750000 Penalty: 2959.911865
	Iteration 30Q: 3 clusters Score -1102896 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1102929.875000 Penalty: 2959.911865
	Iteration 31Q: 3 clusters Score -1102930 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1102955.875000 Penalty: 2959.911865
	Iteration 32Q: 3 clusters Score -1102956 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1102986.125000 Penalty: 2959.911865
	Iteration 33Q: 3 clusters Score -1102986 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1103018.000000 Penalty: 2959.911865
	Iteration 34Q: 3 clusters Score -1103018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1103046.500000 Penalty: 2959.911865
	Iteration 35Q: 3 clusters Score -1103046 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1103076.250000 Penalty: 2959.911865
	Iteration 36Q: 3 clusters Score -1103076 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1103091.625000 Penalty: 2959.911865
	Iteration 37Q: 3 clusters Score -1103092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1103106.125000 Penalty: 2959.911865
	Iteration 38Q: 3 clusters Score -1103106 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1103123.750000 Penalty: 2959.911865
	Iteration 39Q: 3 clusters Score -1103124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1103132.125000 Penalty: 2959.911865
	Iteration 40F: 3 clusters Score -1103132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1103140.750000 Penalty: 2959.911865
	Iteration 41Q: 3 clusters Score -1103141 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1103145.625000 Penalty: 2959.911865
	Iteration 42Q: 3 clusters Score -1103146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1103148.375000 Penalty: 2959.911865
	Iteration 43Q: 3 clusters Score -1103148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1103150.375000 Penalty: 2959.911865
	Iteration 44Q: 3 clusters Score -1103150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1103154.750000 Penalty: 2959.911865
	Iteration 45Q: 3 clusters Score -1103155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1103153.250000 Penalty: 2959.911865
	Iteration 46Q: 3 clusters Score -1103153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1103157.125000 Penalty: 2959.911865
	Iteration 47Q: 3 clusters Score -1103157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1103162.750000 Penalty: 2959.911865
	Iteration 48Q: 3 clusters Score -1103163 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1103166.500000 Penalty: 2959.911865
	Iteration 49Q: 3 clusters Score -1103166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1103170.125000 Penalty: 2959.911865
	Iteration 50Q: 3 clusters Score -1103170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1103174.875000 Penalty: 2959.911865
	Iteration 51Q: 3 clusters Score -1103175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1103178.250000 Penalty: 2959.911865
	Iteration 52Q: 3 clusters Score -1103178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1103183.500000 Penalty: 2959.911865
	Iteration 53Q: 3 clusters Score -1103184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1103183.000000 Penalty: 2959.911865
	Iteration 54Q: 3 clusters Score -1103183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1103187.000000 Penalty: 2959.911865
	Iteration 55Q: 3 clusters Score -1103187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1103188.500000 Penalty: 2959.911865
	Iteration 56Q: 3 clusters Score -1103188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1103193.875000 Penalty: 2959.911865
	Iteration 57Q: 3 clusters Score -1103194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1103198.750000 Penalty: 2959.911865
	Iteration 58Q: 3 clusters Score -1103199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1103199.500000 Penalty: 2959.911865
	Iteration 59Q: 3 clusters Score -1103200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1103202.750000 Penalty: 2959.911865
	Iteration 60F: 3 clusters Score -1103203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1103203.375000 Penalty: 2959.911865
	Iteration 61Q: 3 clusters Score -1103203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1103206.500000 Penalty: 2959.911865
	Iteration 62Q: 3 clusters Score -1103206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1103208.000000 Penalty: 2959.911865
	Iteration 63Q: 3 clusters Score -1103208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1103210.750000 Penalty: 2959.911865
	Iteration 64Q: 3 clusters Score -1103211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1103211.250000 Penalty: 2959.911865
	Iteration 65Q: 3 clusters Score -1103211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1103213.375000 Penalty: 2959.911865
	Iteration 66Q: 3 clusters Score -1103213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1103214.375000 Penalty: 2959.911865
	Iteration 67Q: 3 clusters Score -1103214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1103215.375000 Penalty: 2959.911865
	Iteration 68Q: 3 clusters Score -1103215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1103214.875000 Penalty: 2959.911865
	Iteration 69Q: 3 clusters Score -1103215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1103216.000000 Penalty: 2959.911865
	Iteration 70Q: 3 clusters Score -1103216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1103217.125000 Penalty: 2959.911865
	Iteration 71Q: 3 clusters Score -1103217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1103217.625000 Penalty: 2959.911865
	Iteration 72Q: 3 clusters Score -1103218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1103218.000000 Penalty: 2959.911865
	Iteration 73Q: 3 clusters Score -1103218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1103217.000000 Penalty: 2959.911865
	Iteration 74Q: 3 clusters Score -1103217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1103218.375000 Penalty: 2959.911865
	Iteration 75Q: 3 clusters Score -1103218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1103218.125000 Penalty: 2959.911865
	Iteration 76Q: 3 clusters Score -1103218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1103216.750000 Penalty: 2959.911865
	Iteration 77Q: 3 clusters Score -1103217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1103218.125000 Penalty: 2959.911865
	Iteration 78Q: 3 clusters Score -1103218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1103218.250000 Penalty: 2959.911865
	Iteration 79Q: 3 clusters Score -1103218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1103219.000000 Penalty: 2959.911865
	Iteration 80F: 3 clusters Score -1103219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Entering Unmasked Estep 
Score: -1823092.250000 Penalty: 1557.092896
	Iteration 0F: 2 clusters Score -1823092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -1813144.125000 Penalty: 3114.185791
	Iteration 0F: 3 clusters Score -1813144 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1816557.625000 Penalty: 3114.185791
	Iteration 1F: 3 clusters Score -1816558 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1816878.500000 Penalty: 3114.185791
	Iteration 2F: 3 clusters Score -1816878 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1817193.375000 Penalty: 3114.185791
	Iteration 3F: 3 clusters Score -1817193 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1817521.250000 Penalty: 3114.185791
	Iteration 4Q: 3 clusters Score -1817521 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1817969.625000 Penalty: 3114.185791
	Iteration 5F: 3 clusters Score -1817970 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1818604.375000 Penalty: 3114.185791
	Iteration 6F: 3 clusters Score -1818604 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -1819384.375000 Penalty: 3114.185791
	Iteration 7F: 3 clusters Score -1819384 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -1820095.500000 Penalty: 3114.185791
	Iteration 8F: 3 clusters Score -1820096 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1820669.125000 Penalty: 3114.185791
	Iteration 9Q: 3 clusters Score -1820669 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1821059.500000 Penalty: 3114.185791
	Iteration 10Q: 3 clusters Score -1821060 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1821311.125000 Penalty: 3114.185791
	Iteration 11Q: 3 clusters Score -1821311 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1821468.125000 Penalty: 3114.185791
	Iteration 12Q: 3 clusters Score -1821468 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1821575.750000 Penalty: 3114.185791
	Iteration 13Q: 3 clusters Score -1821576 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1821648.375000 Penalty: 3114.185791
	Iteration 14Q: 3 clusters Score -1821648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1821707.500000 Penalty: 3114.185791
	Iteration 15Q: 3 clusters Score -1821708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1821741.500000 Penalty: 3114.185791
	Iteration 16Q: 3 clusters Score -1821742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1821753.625000 Penalty: 3114.185791
	Iteration 17Q: 3 clusters Score -1821754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1821766.750000 Penalty: 3114.185791
	Iteration 18Q: 3 clusters Score -1821767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1821772.250000 Penalty: 3114.185791
	Iteration 19Q: 3 clusters Score -1821772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1821777.125000 Penalty: 3114.185791
	Iteration 20F: 3 clusters Score -1821777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1821779.125000 Penalty: 3114.185791
	Iteration 21Q: 3 clusters Score -1821779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1821779.125000 Penalty: 3114.185791
	Iteration 22F: 3 clusters Score -1821779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -284051.031250 Penalty: 1260.172974
	Iteration 0F: 2 clusters Score -284051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -281711.218750 Penalty: 2520.345947
	Iteration 0F: 3 clusters Score -281711.2 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -282305.156250 Penalty: 2520.345947
	Iteration 1F: 3 clusters Score -282305.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -282438.937500 Penalty: 2520.345947
	Iteration 2F: 3 clusters Score -282438.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -282516.250000 Penalty: 2520.345947
	Iteration 3F: 3 clusters Score -282516.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -282567.593750 Penalty: 2520.345947
	Iteration 4Q: 3 clusters Score -282567.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -282606.781250 Penalty: 2520.345947
	Iteration 5Q: 3 clusters Score -282606.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -282645.375000 Penalty: 2520.345947
	Iteration 6Q: 3 clusters Score -282645.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -282678.156250 Penalty: 2520.345947
	Iteration 7Q: 3 clusters Score -282678.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -282705.812500 Penalty: 2520.345947
	Iteration 8Q: 3 clusters Score -282705.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -282749.906250 Penalty: 2520.345947
	Iteration 9Q: 3 clusters Score -282749.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -282798.437500 Penalty: 2520.345947
	Iteration 10Q: 3 clusters Score -282798.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -282831.281250 Penalty: 2520.345947
	Iteration 11Q: 3 clusters Score -282831.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -282864.343750 Penalty: 2520.345947
	Iteration 12Q: 3 clusters Score -282864.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -282897.437500 Penalty: 2520.345947
	Iteration 13Q: 3 clusters Score -282897.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -282915.375000 Penalty: 2520.345947
	Iteration 14Q: 3 clusters Score -282915.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -282934.375000 Penalty: 2520.345947
	Iteration 15Q: 3 clusters Score -282934.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -282951.843750 Penalty: 2520.345947
	Iteration 16Q: 3 clusters Score -282951.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -282965.343750 Penalty: 2520.345947
	Iteration 17Q: 3 clusters Score -282965.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -282974.093750 Penalty: 2520.345947
	Iteration 18Q: 3 clusters Score -282974.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -282980.843750 Penalty: 2520.345947
	Iteration 19Q: 3 clusters Score -282980.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -282988.468750 Penalty: 2520.345947
	Iteration 20F: 3 clusters Score -282988.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -282995.875000 Penalty: 2520.345947
	Iteration 21Q: 3 clusters Score -282995.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -282999.531250 Penalty: 2520.345947
	Iteration 22Q: 3 clusters Score -282999.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -283008.906250 Penalty: 2520.345947
	Iteration 23Q: 3 clusters Score -283008.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -283019.312500 Penalty: 2520.345947
	Iteration 24Q: 3 clusters Score -283019.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -283022.718750 Penalty: 2520.345947
	Iteration 25Q: 3 clusters Score -283022.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -283025.906250 Penalty: 2520.345947
	Iteration 26Q: 3 clusters Score -283025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -283029.031250 Penalty: 2520.345947
	Iteration 27Q: 3 clusters Score -283029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -283032.062500 Penalty: 2520.345947
	Iteration 28Q: 3 clusters Score -283032.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -283035.531250 Penalty: 2520.345947
	Iteration 29Q: 3 clusters Score -283035.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -283036.843750 Penalty: 2520.345947
	Iteration 30Q: 3 clusters Score -283036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -283037.406250 Penalty: 2520.345947
	Iteration 31Q: 3 clusters Score -283037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -283037.406250 Penalty: 2520.345947
	Iteration 32F: 3 clusters Score -283037.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Entering Unmasked Estep 
Score: -375177.312500 Penalty: 1303.026611
	Iteration 0F: 2 clusters Score -375177.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -372397.375000 Penalty: 2606.053223
	Iteration 0F: 3 clusters Score -372397.4 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -373074.250000 Penalty: 2606.053223
	Iteration 1F: 3 clusters Score -373074.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -373242.968750 Penalty: 2606.053223
	Iteration 2F: 3 clusters Score -373243 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -373361.281250 Penalty: 2606.053223
	Iteration 3F: 3 clusters Score -373361.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -373434.156250 Penalty: 2606.053223
	Iteration 4Q: 3 clusters Score -373434.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -373488.406250 Penalty: 2606.053223
	Iteration 5Q: 3 clusters Score -373488.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -373518.187500 Penalty: 2606.053223
	Iteration 6Q: 3 clusters Score -373518.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -373547.687500 Penalty: 2606.053223
	Iteration 7Q: 3 clusters Score -373547.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -373573.562500 Penalty: 2606.053223
	Iteration 8Q: 3 clusters Score -373573.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -373593.406250 Penalty: 2606.053223
	Iteration 9Q: 3 clusters Score -373593.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -373612.468750 Penalty: 2606.053223
	Iteration 10Q: 3 clusters Score -373612.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -373632.812500 Penalty: 2606.053223
	Iteration 11Q: 3 clusters Score -373632.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -373651.250000 Penalty: 2606.053223
	Iteration 12Q: 3 clusters Score -373651.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -373673.000000 Penalty: 2606.053223
	Iteration 13Q: 3 clusters Score -373673 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -373699.343750 Penalty: 2606.053223
	Iteration 14Q: 3 clusters Score -373699.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -373731.343750 Penalty: 2606.053223
	Iteration 15Q: 3 clusters Score -373731.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -373755.406250 Penalty: 2606.053223
	Iteration 16Q: 3 clusters Score -373755.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -373773.468750 Penalty: 2606.053223
	Iteration 17Q: 3 clusters Score -373773.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -373794.593750 Penalty: 2606.053223
	Iteration 18Q: 3 clusters Score -373794.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -373806.156250 Penalty: 2606.053223
	Iteration 19Q: 3 clusters Score -373806.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -373818.062500 Penalty: 2606.053223
	Iteration 20F: 3 clusters Score -373818.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -373824.031250 Penalty: 2606.053223
	Iteration 21Q: 3 clusters Score -373824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -373832.500000 Penalty: 2606.053223
	Iteration 22Q: 3 clusters Score -373832.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -373838.562500 Penalty: 2606.053223
	Iteration 23Q: 3 clusters Score -373838.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -373843.812500 Penalty: 2606.053223
	Iteration 24Q: 3 clusters Score -373843.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -373850.937500 Penalty: 2606.053223
	Iteration 25Q: 3 clusters Score -373850.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -373857.218750 Penalty: 2606.053223
	Iteration 26Q: 3 clusters Score -373857.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -373860.968750 Penalty: 2606.053223
	Iteration 27Q: 3 clusters Score -373861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -373867.218750 Penalty: 2606.053223
	Iteration 28Q: 3 clusters Score -373867.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -373872.562500 Penalty: 2606.053223
	Iteration 29Q: 3 clusters Score -373872.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -373877.468750 Penalty: 2606.053223
	Iteration 30Q: 3 clusters Score -373877.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -373883.375000 Penalty: 2606.053223
	Iteration 31Q: 3 clusters Score -373883.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -373893.437500 Penalty: 2606.053223
	Iteration 32Q: 3 clusters Score -373893.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -373902.343750 Penalty: 2606.053223
	Iteration 33Q: 3 clusters Score -373902.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -373913.062500 Penalty: 2606.053223
	Iteration 34Q: 3 clusters Score -373913.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -373922.875000 Penalty: 2606.053223
	Iteration 35Q: 3 clusters Score -373922.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -373939.218750 Penalty: 2606.053223
	Iteration 36Q: 3 clusters Score -373939.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -373961.906250 Penalty: 2606.053223
	Iteration 37Q: 3 clusters Score -373961.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -373984.781250 Penalty: 2606.053223
	Iteration 38Q: 3 clusters Score -373984.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -374010.968750 Penalty: 2606.053223
	Iteration 39Q: 3 clusters Score -374011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -374030.343750 Penalty: 2606.053223
	Iteration 40F: 3 clusters Score -374030.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -374046.093750 Penalty: 2606.053223
	Iteration 41Q: 3 clusters Score -374046.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -374057.250000 Penalty: 2606.053223
	Iteration 42Q: 3 clusters Score -374057.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -374066.406250 Penalty: 2606.053223
	Iteration 43Q: 3 clusters Score -374066.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -374072.312500 Penalty: 2606.053223
	Iteration 44Q: 3 clusters Score -374072.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -374076.062500 Penalty: 2606.053223
	Iteration 45Q: 3 clusters Score -374076.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -374078.500000 Penalty: 2606.053223
	Iteration 46Q: 3 clusters Score -374078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -374079.812500 Penalty: 2606.053223
	Iteration 47Q: 3 clusters Score -374079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -374082.093750 Penalty: 2606.053223
	Iteration 48Q: 3 clusters Score -374082.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -374082.187500 Penalty: 2606.053223
	Iteration 49Q: 3 clusters Score -374082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -374082.750000 Penalty: 2606.053223
	Iteration 50Q: 3 clusters Score -374082.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -374082.750000 Penalty: 2606.053223
	Iteration 51F: 3 clusters Score -374082.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Entering Unmasked Estep 
Score: -688072.375000 Penalty: 1401.148682
	Iteration 0F: 2 clusters Score -688072.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -683777.375000 Penalty: 2802.297363
	Iteration 0F: 3 clusters Score -683777.4 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -685014.687500 Penalty: 2802.297363
	Iteration 1F: 3 clusters Score -685014.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -685199.437500 Penalty: 2802.297363
	Iteration 2F: 3 clusters Score -685199.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -685304.937500 Penalty: 2802.297363
	Iteration 3Q: 3 clusters Score -685304.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -685381.125000 Penalty: 2802.297363
	Iteration 4Q: 3 clusters Score -685381.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -685454.750000 Penalty: 2802.297363
	Iteration 5Q: 3 clusters Score -685454.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -685524.375000 Penalty: 2802.297363
	Iteration 6Q: 3 clusters Score -685524.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -685607.312500 Penalty: 2802.297363
	Iteration 7Q: 3 clusters Score -685607.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -685682.750000 Penalty: 2802.297363
	Iteration 8Q: 3 clusters Score -685682.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -685746.000000 Penalty: 2802.297363
	Iteration 9Q: 3 clusters Score -685746 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -685808.187500 Penalty: 2802.297363
	Iteration 10Q: 3 clusters Score -685808.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -685890.000000 Penalty: 2802.297363
	Iteration 11Q: 3 clusters Score -685890 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -685974.062500 Penalty: 2802.297363
	Iteration 12Q: 3 clusters Score -685974.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -686062.625000 Penalty: 2802.297363
	Iteration 13Q: 3 clusters Score -686062.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -686146.750000 Penalty: 2802.297363
	Iteration 14Q: 3 clusters Score -686146.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -686237.062500 Penalty: 2802.297363
	Iteration 15Q: 3 clusters Score -686237.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -686326.687500 Penalty: 2802.297363
	Iteration 16Q: 3 clusters Score -686326.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -686413.937500 Penalty: 2802.297363
	Iteration 17Q: 3 clusters Score -686413.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -686489.625000 Penalty: 2802.297363
	Iteration 18Q: 3 clusters Score -686489.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -686577.312500 Penalty: 2802.297363
	Iteration 19Q: 3 clusters Score -686577.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -686657.937500 Penalty: 2802.297363
	Iteration 20F: 3 clusters Score -686657.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -686726.125000 Penalty: 2802.297363
	Iteration 21Q: 3 clusters Score -686726.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -686789.875000 Penalty: 2802.297363
	Iteration 22Q: 3 clusters Score -686789.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -686852.875000 Penalty: 2802.297363
	Iteration 23Q: 3 clusters Score -686852.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -686898.062500 Penalty: 2802.297363
	Iteration 24Q: 3 clusters Score -686898.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -686936.937500 Penalty: 2802.297363
	Iteration 25Q: 3 clusters Score -686936.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -686969.062500 Penalty: 2802.297363
	Iteration 26Q: 3 clusters Score -686969.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -686993.125000 Penalty: 2802.297363
	Iteration 27Q: 3 clusters Score -686993.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -687011.062500 Penalty: 2802.297363
	Iteration 28Q: 3 clusters Score -687011.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -687026.312500 Penalty: 2802.297363
	Iteration 29Q: 3 clusters Score -687026.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -687036.000000 Penalty: 2802.297363
	Iteration 30Q: 3 clusters Score -687036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -687040.562500 Penalty: 2802.297363
	Iteration 31Q: 3 clusters Score -687040.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -687042.062500 Penalty: 2802.297363
	Iteration 32Q: 3 clusters Score -687042.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -687041.250000 Penalty: 2802.297363
	Iteration 33Q: 3 clusters Score -687041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -687041.812500 Penalty: 2802.297363
	Iteration 34Q: 3 clusters Score -687041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -687041.812500 Penalty: 2802.297363
	Iteration 35F: 3 clusters Score -687041.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Entering Unmasked Estep 
Score: -775229.875000 Penalty: 1424.893433
	Iteration 0F: 2 clusters Score -775229.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -770276.625000 Penalty: 2849.786865
	Iteration 0F: 3 clusters Score -770276.6 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -771821.437500 Penalty: 2849.786865
	Iteration 1F: 3 clusters Score -771821.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -772134.500000 Penalty: 2849.786865
	Iteration 2F: 3 clusters Score -772134.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -772408.437500 Penalty: 2849.786865
	Iteration 3F: 3 clusters Score -772408.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -772655.187500 Penalty: 2849.786865
	Iteration 4F: 3 clusters Score -772655.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -772883.187500 Penalty: 2849.786865
	Iteration 5F: 3 clusters Score -772883.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -773097.437500 Penalty: 2849.786865
	Iteration 6Q: 3 clusters Score -773097.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -773316.687500 Penalty: 2849.786865
	Iteration 7Q: 3 clusters Score -773316.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -773506.625000 Penalty: 2849.786865
	Iteration 8Q: 3 clusters Score -773506.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -773664.375000 Penalty: 2849.786865
	Iteration 9Q: 3 clusters Score -773664.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -773779.937500 Penalty: 2849.786865
	Iteration 10Q: 3 clusters Score -773779.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -773862.687500 Penalty: 2849.786865
	Iteration 11Q: 3 clusters Score -773862.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -773924.812500 Penalty: 2849.786865
	Iteration 12Q: 3 clusters Score -773924.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -773976.937500 Penalty: 2849.786865
	Iteration 13Q: 3 clusters Score -773976.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -774020.062500 Penalty: 2849.786865
	Iteration 14Q: 3 clusters Score -774020.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -774052.125000 Penalty: 2849.786865
	Iteration 15Q: 3 clusters Score -774052.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -774078.937500 Penalty: 2849.786865
	Iteration 16Q: 3 clusters Score -774078.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -774103.937500 Penalty: 2849.786865
	Iteration 17Q: 3 clusters Score -774103.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -774129.875000 Penalty: 2849.786865
	Iteration 18Q: 3 clusters Score -774129.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -774147.375000 Penalty: 2849.786865
	Iteration 19Q: 3 clusters Score -774147.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -774164.187500 Penalty: 2849.786865
	Iteration 20F: 3 clusters Score -774164.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -774180.312500 Penalty: 2849.786865
	Iteration 21Q: 3 clusters Score -774180.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -774194.250000 Penalty: 2849.786865
	Iteration 22Q: 3 clusters Score -774194.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -774207.125000 Penalty: 2849.786865
	Iteration 23Q: 3 clusters Score -774207.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -774221.625000 Penalty: 2849.786865
	Iteration 24Q: 3 clusters Score -774221.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -774232.750000 Penalty: 2849.786865
	Iteration 25Q: 3 clusters Score -774232.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -774246.062500 Penalty: 2849.786865
	Iteration 26Q: 3 clusters Score -774246.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -774255.125000 Penalty: 2849.786865
	Iteration 27Q: 3 clusters Score -774255.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -774257.500000 Penalty: 2849.786865
	Iteration 28Q: 3 clusters Score -774257.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -774264.875000 Penalty: 2849.786865
	Iteration 29Q: 3 clusters Score -774264.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -774270.875000 Penalty: 2849.786865
	Iteration 30Q: 3 clusters Score -774270.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -774272.000000 Penalty: 2849.786865
	Iteration 31Q: 3 clusters Score -774272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -774273.312500 Penalty: 2849.786865
	Iteration 32Q: 3 clusters Score -774273.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -774275.250000 Penalty: 2849.786865
	Iteration 33Q: 3 clusters Score -774275.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -774276.500000 Penalty: 2849.786865
	Iteration 34Q: 3 clusters Score -774276.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -774277.437500 Penalty: 2849.786865
	Iteration 35Q: 3 clusters Score -774277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -774277.937500 Penalty: 2849.786865
	Iteration 36Q: 3 clusters Score -774277.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -774279.000000 Penalty: 2849.786865
	Iteration 37Q: 3 clusters Score -774279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -774278.562500 Penalty: 2849.786865
	Iteration 38Q: 3 clusters Score -774278.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -774280.250000 Penalty: 2849.786865
	Iteration 39Q: 3 clusters Score -774280.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -774280.250000 Penalty: 2849.786865
	Iteration 40F: 3 clusters Score -774280.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Entering Unmasked Estep 
Score: -2103993.500000 Penalty: 1581.679321
	Iteration 0F: 2 clusters Score -2103994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2092452.000000 Penalty: 3163.358643
	Iteration 0F: 3 clusters Score -2092452 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -2096481.750000 Penalty: 3163.358643
	Iteration 1F: 3 clusters Score -2096482 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2096789.750000 Penalty: 3163.358643
	Iteration 2F: 3 clusters Score -2096790 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2097015.375000 Penalty: 3163.358643
	Iteration 3Q: 3 clusters Score -2097015 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -2097252.750000 Penalty: 3163.358643
	Iteration 4Q: 3 clusters Score -2097253 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2097530.750000 Penalty: 3163.358643
	Iteration 5Q: 3 clusters Score -2097531 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2097952.500000 Penalty: 3163.358643
	Iteration 6Q: 3 clusters Score -2097952 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -2098525.500000 Penalty: 3163.358643
	Iteration 7F: 3 clusters Score -2098526 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2099224.500000 Penalty: 3163.358643
	Iteration 8F: 3 clusters Score -2099224 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2099969.000000 Penalty: 3163.358643
	Iteration 9F: 3 clusters Score -2099969 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2100702.500000 Penalty: 3163.358643
	Iteration 10F: 3 clusters Score -2100702 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2101341.000000 Penalty: 3163.358643
	Iteration 11Q: 3 clusters Score -2101341 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2101810.250000 Penalty: 3163.358643
	Iteration 12Q: 3 clusters Score -2101810 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2102113.000000 Penalty: 3163.358643
	Iteration 13Q: 3 clusters Score -2102113 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2102289.500000 Penalty: 3163.358643
	Iteration 14Q: 3 clusters Score -2102290 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2102403.500000 Penalty: 3163.358643
	Iteration 15Q: 3 clusters Score -2102404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2102485.250000 Penalty: 3163.358643
	Iteration 16Q: 3 clusters Score -2102485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2102539.000000 Penalty: 3163.358643
	Iteration 17Q: 3 clusters Score -2102539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2102575.250000 Penalty: 3163.358643
	Iteration 18Q: 3 clusters Score -2102575 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2102600.250000 Penalty: 3163.358643
	Iteration 19Q: 3 clusters Score -2102600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2102612.500000 Penalty: 3163.358643
	Iteration 20F: 3 clusters Score -2102612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2102624.250000 Penalty: 3163.358643
	Iteration 21Q: 3 clusters Score -2102624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2102635.500000 Penalty: 3163.358643
	Iteration 22Q: 3 clusters Score -2102636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -2102643.250000 Penalty: 3163.358643
	Iteration 23Q: 3 clusters Score -2102643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2102650.500000 Penalty: 3163.358643
	Iteration 24Q: 3 clusters Score -2102650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -2102656.750000 Penalty: 3163.358643
	Iteration 25Q: 3 clusters Score -2102657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2102663.250000 Penalty: 3163.358643
	Iteration 26Q: 3 clusters Score -2102663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -2102673.000000 Penalty: 3163.358643
	Iteration 27Q: 3 clusters Score -2102673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2102674.500000 Penalty: 3163.358643
	Iteration 28Q: 3 clusters Score -2102674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2102679.500000 Penalty: 3163.358643
	Iteration 29Q: 3 clusters Score -2102680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2102679.500000 Penalty: 3163.358643
	Iteration 30F: 3 clusters Score -2102680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Entering Unmasked Estep 
Score: -801382.062500 Penalty: 1425.246704
	Iteration 0F: 2 clusters Score -801382.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -796507.062500 Penalty: 2850.493408
	Iteration 0F: 3 clusters Score -796507.1 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -797974.437500 Penalty: 2850.493408
	Iteration 1F: 3 clusters Score -797974.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -798201.000000 Penalty: 2850.493408
	Iteration 2F: 3 clusters Score -798201 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -798448.500000 Penalty: 2850.493408
	Iteration 3F: 3 clusters Score -798448.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -798646.250000 Penalty: 2850.493408
	Iteration 4F: 3 clusters Score -798646.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -798774.875000 Penalty: 2850.493408
	Iteration 5Q: 3 clusters Score -798774.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -798867.937500 Penalty: 2850.493408
	Iteration 6Q: 3 clusters Score -798867.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -798939.875000 Penalty: 2850.493408
	Iteration 7Q: 3 clusters Score -798939.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -798997.875000 Penalty: 2850.493408
	Iteration 8Q: 3 clusters Score -798997.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -799062.125000 Penalty: 2850.493408
	Iteration 9Q: 3 clusters Score -799062.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -799114.062500 Penalty: 2850.493408
	Iteration 10Q: 3 clusters Score -799114.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -799151.375000 Penalty: 2850.493408
	Iteration 11Q: 3 clusters Score -799151.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -799198.437500 Penalty: 2850.493408
	Iteration 12Q: 3 clusters Score -799198.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -799235.125000 Penalty: 2850.493408
	Iteration 13Q: 3 clusters Score -799235.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -799261.000000 Penalty: 2850.493408
	Iteration 14Q: 3 clusters Score -799261 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -799293.000000 Penalty: 2850.493408
	Iteration 15Q: 3 clusters Score -799293 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -799339.687500 Penalty: 2850.493408
	Iteration 16Q: 3 clusters Score -799339.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -799388.187500 Penalty: 2850.493408
	Iteration 17Q: 3 clusters Score -799388.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -799445.812500 Penalty: 2850.493408
	Iteration 18Q: 3 clusters Score -799445.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -799504.750000 Penalty: 2850.493408
	Iteration 19Q: 3 clusters Score -799504.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -799550.437500 Penalty: 2850.493408
	Iteration 20F: 3 clusters Score -799550.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -799596.687500 Penalty: 2850.493408
	Iteration 21Q: 3 clusters Score -799596.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -799640.937500 Penalty: 2850.493408
	Iteration 22Q: 3 clusters Score -799640.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -799681.562500 Penalty: 2850.493408
	Iteration 23Q: 3 clusters Score -799681.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -799721.375000 Penalty: 2850.493408
	Iteration 24Q: 3 clusters Score -799721.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -799753.062500 Penalty: 2850.493408
	Iteration 25Q: 3 clusters Score -799753.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -799779.687500 Penalty: 2850.493408
	Iteration 26Q: 3 clusters Score -799779.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -799809.125000 Penalty: 2850.493408
	Iteration 27Q: 3 clusters Score -799809.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -799846.750000 Penalty: 2850.493408
	Iteration 28Q: 3 clusters Score -799846.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -799889.812500 Penalty: 2850.493408
	Iteration 29Q: 3 clusters Score -799889.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -799944.562500 Penalty: 2850.493408
	Iteration 30Q: 3 clusters Score -799944.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -800005.125000 Penalty: 2850.493408
	Iteration 31Q: 3 clusters Score -800005.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -800072.937500 Penalty: 2850.493408
	Iteration 32Q: 3 clusters Score -800072.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -800136.875000 Penalty: 2850.493408
	Iteration 33Q: 3 clusters Score -800136.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -800188.187500 Penalty: 2850.493408
	Iteration 34Q: 3 clusters Score -800188.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -800225.500000 Penalty: 2850.493408
	Iteration 35Q: 3 clusters Score -800225.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -800257.750000 Penalty: 2850.493408
	Iteration 36Q: 3 clusters Score -800257.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -800281.812500 Penalty: 2850.493408
	Iteration 37Q: 3 clusters Score -800281.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -800313.687500 Penalty: 2850.493408
	Iteration 38Q: 3 clusters Score -800313.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -800347.250000 Penalty: 2850.493408
	Iteration 39Q: 3 clusters Score -800347.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -800375.000000 Penalty: 2850.493408
	Iteration 40F: 3 clusters Score -800375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -800389.375000 Penalty: 2850.493408
	Iteration 41Q: 3 clusters Score -800389.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -800398.812500 Penalty: 2850.493408
	Iteration 42Q: 3 clusters Score -800398.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -800403.062500 Penalty: 2850.493408
	Iteration 43Q: 3 clusters Score -800403.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -800410.687500 Penalty: 2850.493408
	Iteration 44Q: 3 clusters Score -800410.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -800418.187500 Penalty: 2850.493408
	Iteration 45Q: 3 clusters Score -800418.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -800421.250000 Penalty: 2850.493408
	Iteration 46Q: 3 clusters Score -800421.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -800422.750000 Penalty: 2850.493408
	Iteration 47Q: 3 clusters Score -800422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -800422.812500 Penalty: 2850.493408
	Iteration 48Q: 3 clusters Score -800422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -800422.812500 Penalty: 2850.493408
	Iteration 49F: 3 clusters Score -800422.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -158691.390625 Penalty: 1161.478394
	Iteration 0F: 2 clusters Score -158691.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -157054.625000 Penalty: 2322.956787
	Iteration 0F: 3 clusters Score -157054.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -157342.687500 Penalty: 2322.956787
	Iteration 1F: 3 clusters Score -157342.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -157422.437500 Penalty: 2322.956787
	Iteration 2F: 3 clusters Score -157422.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -157451.906250 Penalty: 2322.956787
	Iteration 3Q: 3 clusters Score -157451.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -157472.218750 Penalty: 2322.956787
	Iteration 4Q: 3 clusters Score -157472.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -157485.453125 Penalty: 2322.956787
	Iteration 5Q: 3 clusters Score -157485.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -157490.765625 Penalty: 2322.956787
	Iteration 6Q: 3 clusters Score -157490.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -157495.203125 Penalty: 2322.956787
	Iteration 7Q: 3 clusters Score -157495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -157500.484375 Penalty: 2322.956787
	Iteration 8Q: 3 clusters Score -157500.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -157505.812500 Penalty: 2322.956787
	Iteration 9Q: 3 clusters Score -157505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -157510.890625 Penalty: 2322.956787
	Iteration 10Q: 3 clusters Score -157510.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -157516.140625 Penalty: 2322.956787
	Iteration 11Q: 3 clusters Score -157516.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -157519.687500 Penalty: 2322.956787
	Iteration 12Q: 3 clusters Score -157519.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -157523.015625 Penalty: 2322.956787
	Iteration 13Q: 3 clusters Score -157523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -157523.343750 Penalty: 2322.956787
	Iteration 14Q: 3 clusters Score -157523.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -157523.921875 Penalty: 2322.956787
	Iteration 15Q: 3 clusters Score -157523.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -157523.921875 Penalty: 2322.956787
	Iteration 16F: 3 clusters Score -157523.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Entering Unmasked Estep 
Score: -259020.468750 Penalty: 1247.125366
	Iteration 0F: 2 clusters Score -259020.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -256840.578125 Penalty: 2494.250732
	Iteration 0F: 3 clusters Score -256840.6 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -257349.656250 Penalty: 2494.250732
	Iteration 1F: 3 clusters Score -257349.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -257473.750000 Penalty: 2494.250732
	Iteration 2F: 3 clusters Score -257473.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -257560.656250 Penalty: 2494.250732
	Iteration 3F: 3 clusters Score -257560.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -257618.468750 Penalty: 2494.250732
	Iteration 4Q: 3 clusters Score -257618.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -257666.781250 Penalty: 2494.250732
	Iteration 5Q: 3 clusters Score -257666.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -257711.046875 Penalty: 2494.250732
	Iteration 6Q: 3 clusters Score -257711 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -257753.296875 Penalty: 2494.250732
	Iteration 7Q: 3 clusters Score -257753.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -257784.390625 Penalty: 2494.250732
	Iteration 8Q: 3 clusters Score -257784.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -257815.875000 Penalty: 2494.250732
	Iteration 9Q: 3 clusters Score -257815.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -257846.140625 Penalty: 2494.250732
	Iteration 10Q: 3 clusters Score -257846.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -257878.734375 Penalty: 2494.250732
	Iteration 11Q: 3 clusters Score -257878.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -257907.171875 Penalty: 2494.250732
	Iteration 12Q: 3 clusters Score -257907.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -257933.468750 Penalty: 2494.250732
	Iteration 13Q: 3 clusters Score -257933.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -257956.484375 Penalty: 2494.250732
	Iteration 14Q: 3 clusters Score -257956.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -257981.671875 Penalty: 2494.250732
	Iteration 15Q: 3 clusters Score -257981.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -257998.343750 Penalty: 2494.250732
	Iteration 16Q: 3 clusters Score -257998.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -258017.656250 Penalty: 2494.250732
	Iteration 17Q: 3 clusters Score -258017.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -258034.984375 Penalty: 2494.250732
	Iteration 18Q: 3 clusters Score -258035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -258048.562500 Penalty: 2494.250732
	Iteration 19Q: 3 clusters Score -258048.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -258062.109375 Penalty: 2494.250732
	Iteration 20F: 3 clusters Score -258062.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -258073.187500 Penalty: 2494.250732
	Iteration 21Q: 3 clusters Score -258073.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -258088.156250 Penalty: 2494.250732
	Iteration 22Q: 3 clusters Score -258088.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -258100.625000 Penalty: 2494.250732
	Iteration 23Q: 3 clusters Score -258100.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -258119.687500 Penalty: 2494.250732
	Iteration 24Q: 3 clusters Score -258119.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -258142.828125 Penalty: 2494.250732
	Iteration 25Q: 3 clusters Score -258142.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -258159.359375 Penalty: 2494.250732
	Iteration 26Q: 3 clusters Score -258159.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -258167.546875 Penalty: 2494.250732
	Iteration 27Q: 3 clusters Score -258167.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -258179.828125 Penalty: 2494.250732
	Iteration 28Q: 3 clusters Score -258179.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -258192.906250 Penalty: 2494.250732
	Iteration 29Q: 3 clusters Score -258192.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -258201.078125 Penalty: 2494.250732
	Iteration 30Q: 3 clusters Score -258201.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -258207.609375 Penalty: 2494.250732
	Iteration 31Q: 3 clusters Score -258207.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -258215.343750 Penalty: 2494.250732
	Iteration 32Q: 3 clusters Score -258215.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -258220.109375 Penalty: 2494.250732
	Iteration 33Q: 3 clusters Score -258220.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -258225.078125 Penalty: 2494.250732
	Iteration 34Q: 3 clusters Score -258225.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -258232.875000 Penalty: 2494.250732
	Iteration 35Q: 3 clusters Score -258232.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -258243.906250 Penalty: 2494.250732
	Iteration 36Q: 3 clusters Score -258243.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -258246.687500 Penalty: 2494.250732
	Iteration 37Q: 3 clusters Score -258246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -258250.171875 Penalty: 2494.250732
	Iteration 38Q: 3 clusters Score -258250.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -258256.984375 Penalty: 2494.250732
	Iteration 39Q: 3 clusters Score -258257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -258259.984375 Penalty: 2494.250732
	Iteration 40F: 3 clusters Score -258260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -258261.500000 Penalty: 2494.250732
	Iteration 41Q: 3 clusters Score -258261.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -258263.140625 Penalty: 2494.250732
	Iteration 42Q: 3 clusters Score -258263.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -258264.625000 Penalty: 2494.250732
	Iteration 43Q: 3 clusters Score -258264.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -258266.937500 Penalty: 2494.250732
	Iteration 44Q: 3 clusters Score -258266.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -258266.937500 Penalty: 2494.250732
	Iteration 45F: 3 clusters Score -258266.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -184153.437500 Penalty: 1191.190796
	Iteration 0F: 2 clusters Score -184153.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -182376.109375 Penalty: 2382.381592
	Iteration 0F: 3 clusters Score -182376.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -182765.078125 Penalty: 2382.381592
	Iteration 1F: 3 clusters Score -182765.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -182876.796875 Penalty: 2382.381592
	Iteration 2F: 3 clusters Score -182876.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -182967.906250 Penalty: 2382.381592
	Iteration 3F: 3 clusters Score -182967.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -183030.296875 Penalty: 2382.381592
	Iteration 4Q: 3 clusters Score -183030.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -183066.390625 Penalty: 2382.381592
	Iteration 5Q: 3 clusters Score -183066.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -183094.281250 Penalty: 2382.381592
	Iteration 6Q: 3 clusters Score -183094.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -183116.281250 Penalty: 2382.381592
	Iteration 7Q: 3 clusters Score -183116.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -183132.062500 Penalty: 2382.381592
	Iteration 8Q: 3 clusters Score -183132.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -183146.406250 Penalty: 2382.381592
	Iteration 9Q: 3 clusters Score -183146.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -183162.765625 Penalty: 2382.381592
	Iteration 10Q: 3 clusters Score -183162.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -183183.171875 Penalty: 2382.381592
	Iteration 11Q: 3 clusters Score -183183.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -183205.296875 Penalty: 2382.381592
	Iteration 12Q: 3 clusters Score -183205.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -183225.593750 Penalty: 2382.381592
	Iteration 13Q: 3 clusters Score -183225.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -183256.109375 Penalty: 2382.381592
	Iteration 14Q: 3 clusters Score -183256.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -183289.156250 Penalty: 2382.381592
	Iteration 15Q: 3 clusters Score -183289.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -183313.718750 Penalty: 2382.381592
	Iteration 16Q: 3 clusters Score -183313.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -183342.687500 Penalty: 2382.381592
	Iteration 17Q: 3 clusters Score -183342.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -183358.078125 Penalty: 2382.381592
	Iteration 18Q: 3 clusters Score -183358.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -183378.093750 Penalty: 2382.381592
	Iteration 19Q: 3 clusters Score -183378.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -183393.500000 Penalty: 2382.381592
	Iteration 20F: 3 clusters Score -183393.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -183407.375000 Penalty: 2382.381592
	Iteration 21Q: 3 clusters Score -183407.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -183418.140625 Penalty: 2382.381592
	Iteration 22Q: 3 clusters Score -183418.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -183424.187500 Penalty: 2382.381592
	Iteration 23Q: 3 clusters Score -183424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -183429.875000 Penalty: 2382.381592
	Iteration 24Q: 3 clusters Score -183429.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -183430.109375 Penalty: 2382.381592
	Iteration 25Q: 3 clusters Score -183430.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -183431.390625 Penalty: 2382.381592
	Iteration 26Q: 3 clusters Score -183431.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -183433.812500 Penalty: 2382.381592
	Iteration 27Q: 3 clusters Score -183433.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -183439.593750 Penalty: 2382.381592
	Iteration 28Q: 3 clusters Score -183439.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -183445.156250 Penalty: 2382.381592
	Iteration 29Q: 3 clusters Score -183445.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -183453.046875 Penalty: 2382.381592
	Iteration 30Q: 3 clusters Score -183453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -183459.281250 Penalty: 2382.381592
	Iteration 31Q: 3 clusters Score -183459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -183460.890625 Penalty: 2382.381592
	Iteration 32Q: 3 clusters Score -183460.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -183460.890625 Penalty: 2382.381592
	Iteration 33F: 3 clusters Score -183460.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -346153.750000 Penalty: 1291.037598
	Iteration 0F: 2 clusters Score -346153.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -343524.531250 Penalty: 2582.075195
	Iteration 0F: 3 clusters Score -343524.5 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -344265.468750 Penalty: 2582.075195
	Iteration 1F: 3 clusters Score -344265.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -344492.000000 Penalty: 2582.075195
	Iteration 2F: 3 clusters Score -344492 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -344649.437500 Penalty: 2582.075195
	Iteration 3F: 3 clusters Score -344649.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -344743.406250 Penalty: 2582.075195
	Iteration 4Q: 3 clusters Score -344743.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -344837.125000 Penalty: 2582.075195
	Iteration 5Q: 3 clusters Score -344837.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -344929.031250 Penalty: 2582.075195
	Iteration 6Q: 3 clusters Score -344929 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -344985.000000 Penalty: 2582.075195
	Iteration 7Q: 3 clusters Score -344985 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -345028.625000 Penalty: 2582.075195
	Iteration 8Q: 3 clusters Score -345028.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -345065.593750 Penalty: 2582.075195
	Iteration 9Q: 3 clusters Score -345065.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -345099.406250 Penalty: 2582.075195
	Iteration 10Q: 3 clusters Score -345099.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -345117.937500 Penalty: 2582.075195
	Iteration 11Q: 3 clusters Score -345117.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -345132.468750 Penalty: 2582.075195
	Iteration 12Q: 3 clusters Score -345132.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -345142.937500 Penalty: 2582.075195
	Iteration 13Q: 3 clusters Score -345142.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -345152.968750 Penalty: 2582.075195
	Iteration 14Q: 3 clusters Score -345153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -345162.500000 Penalty: 2582.075195
	Iteration 15Q: 3 clusters Score -345162.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -345168.812500 Penalty: 2582.075195
	Iteration 16Q: 3 clusters Score -345168.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -345173.781250 Penalty: 2582.075195
	Iteration 17Q: 3 clusters Score -345173.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -345175.625000 Penalty: 2582.075195
	Iteration 18Q: 3 clusters Score -345175.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -345178.062500 Penalty: 2582.075195
	Iteration 19Q: 3 clusters Score -345178.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -345181.468750 Penalty: 2582.075195
	Iteration 20F: 3 clusters Score -345181.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -345182.656250 Penalty: 2582.075195
	Iteration 21Q: 3 clusters Score -345182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -345182.625000 Penalty: 2582.075195
	Iteration 22Q: 3 clusters Score -345182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -345182.812500 Penalty: 2582.075195
	Iteration 23Q: 3 clusters Score -345182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -345184.031250 Penalty: 2582.075195
	Iteration 24Q: 3 clusters Score -345184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -345185.250000 Penalty: 2582.075195
	Iteration 25Q: 3 clusters Score -345185.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -345185.562500 Penalty: 2582.075195
	Iteration 26Q: 3 clusters Score -345185.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -345186.812500 Penalty: 2582.075195
	Iteration 27Q: 3 clusters Score -345186.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -345186.812500 Penalty: 2582.075195
	Iteration 28F: 3 clusters Score -345186.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (18925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Entering Unmasked Estep 
Score: -2322909.500000 Penalty: 1600.338867
	Iteration 0F: 2 clusters Score -2322910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -2309992.250000 Penalty: 3200.677734
	Iteration 0F: 3 clusters Score -2309992 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2314677.750000 Penalty: 3200.677734
	Iteration 1F: 3 clusters Score -2314678 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2315056.250000 Penalty: 3200.677734
	Iteration 2F: 3 clusters Score -2315056 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2315447.250000 Penalty: 3200.677734
	Iteration 3F: 3 clusters Score -2315447 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2315886.000000 Penalty: 3200.677734
	Iteration 4F: 3 clusters Score -2315886 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2316436.750000 Penalty: 3200.677734
	Iteration 5F: 3 clusters Score -2316437 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2317230.250000 Penalty: 3200.677734
	Iteration 6F: 3 clusters Score -2317230 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2318236.250000 Penalty: 3200.677734
	Iteration 7F: 3 clusters Score -2318236 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2319183.250000 Penalty: 3200.677734
	Iteration 8F: 3 clusters Score -2319183 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2319885.750000 Penalty: 3200.677734
	Iteration 9Q: 3 clusters Score -2319886 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2320402.500000 Penalty: 3200.677734
	Iteration 10Q: 3 clusters Score -2320402 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2320852.250000 Penalty: 3200.677734
	Iteration 11Q: 3 clusters Score -2320852 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -2321203.750000 Penalty: 3200.677734
	Iteration 12Q: 3 clusters Score -2321204 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2321440.500000 Penalty: 3200.677734
	Iteration 13Q: 3 clusters Score -2321440 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2321584.000000 Penalty: 3200.677734
	Iteration 14Q: 3 clusters Score -2321584 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2321686.250000 Penalty: 3200.677734
	Iteration 15Q: 3 clusters Score -2321686 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2321761.750000 Penalty: 3200.677734
	Iteration 16Q: 3 clusters Score -2321762 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2321847.250000 Penalty: 3200.677734
	Iteration 17Q: 3 clusters Score -2321847 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2321911.000000 Penalty: 3200.677734
	Iteration 18Q: 3 clusters Score -2321911 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2321961.250000 Penalty: 3200.677734
	Iteration 19Q: 3 clusters Score -2321961 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2321984.500000 Penalty: 3200.677734
	Iteration 20F: 3 clusters Score -2321984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2322010.750000 Penalty: 3200.677734
	Iteration 21Q: 3 clusters Score -2322011 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2322021.250000 Penalty: 3200.677734
	Iteration 22Q: 3 clusters Score -2322021 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2322035.500000 Penalty: 3200.677734
	Iteration 23Q: 3 clusters Score -2322036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2322045.250000 Penalty: 3200.677734
	Iteration 24Q: 3 clusters Score -2322045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2322053.500000 Penalty: 3200.677734
	Iteration 25Q: 3 clusters Score -2322054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -2322056.000000 Penalty: 3200.677734
	Iteration 26Q: 3 clusters Score -2322056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2322072.250000 Penalty: 3200.677734
	Iteration 27Q: 3 clusters Score -2322072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2322076.750000 Penalty: 3200.677734
	Iteration 28Q: 3 clusters Score -2322077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2322082.750000 Penalty: 3200.677734
	Iteration 29Q: 3 clusters Score -2322083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -2322084.000000 Penalty: 3200.677734
	Iteration 30Q: 3 clusters Score -2322084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2322087.500000 Penalty: 3200.677734
	Iteration 31Q: 3 clusters Score -2322088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -2322090.250000 Penalty: 3200.677734
	Iteration 32Q: 3 clusters Score -2322090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2322087.000000 Penalty: 3200.677734
	Iteration 33Q: 3 clusters Score -2322087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -2322087.000000 Penalty: 3200.677734
	Iteration 34Q: 3 clusters Score -2322087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2322087.250000 Penalty: 3200.677734
	Iteration 35Q: 3 clusters Score -2322087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2322089.000000 Penalty: 3200.677734
	Iteration 36Q: 3 clusters Score -2322089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2322091.000000 Penalty: 3200.677734
	Iteration 37Q: 3 clusters Score -2322091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2322092.000000 Penalty: 3200.677734
	Iteration 38Q: 3 clusters Score -2322092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2322092.500000 Penalty: 3200.677734
	Iteration 39Q: 3 clusters Score -2322092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2322090.750000 Penalty: 3200.677734
	Iteration 40F: 3 clusters Score -2322091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2322090.750000 Penalty: 3200.677734
	Iteration 41Q: 3 clusters Score -2322091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2322093.250000 Penalty: 3200.677734
	Iteration 42Q: 3 clusters Score -2322093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2322094.500000 Penalty: 3200.677734
	Iteration 43Q: 3 clusters Score -2322094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -2322093.750000 Penalty: 3200.677734
	Iteration 44Q: 3 clusters Score -2322094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2322097.500000 Penalty: 3200.677734
	Iteration 45Q: 3 clusters Score -2322098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2322097.500000 Penalty: 3200.677734
	Iteration 46Q: 3 clusters Score -2322098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2322099.750000 Penalty: 3200.677734
	Iteration 47Q: 3 clusters Score -2322100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2322098.750000 Penalty: 3200.677734
	Iteration 48Q: 3 clusters Score -2322099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -2322096.250000 Penalty: 3200.677734
	Iteration 49Q: 3 clusters Score -2322096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2322093.250000 Penalty: 3200.677734
	Iteration 50Q: 3 clusters Score -2322093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2322093.250000 Penalty: 3200.677734
	Iteration 51F: 3 clusters Score -2322093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Entering Unmasked Estep 
Score: -503552.625000 Penalty: 1354.156372
	Iteration 0F: 2 clusters Score -503552.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -500129.250000 Penalty: 2708.312744
	Iteration 0F: 3 clusters Score -500129.2 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -501118.250000 Penalty: 2708.312744
	Iteration 1F: 3 clusters Score -501118.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -501406.656250 Penalty: 2708.312744
	Iteration 2F: 3 clusters Score -501406.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -501606.593750 Penalty: 2708.312744
	Iteration 3F: 3 clusters Score -501606.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -501731.468750 Penalty: 2708.312744
	Iteration 4Q: 3 clusters Score -501731.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -501834.906250 Penalty: 2708.312744
	Iteration 5Q: 3 clusters Score -501834.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -501926.656250 Penalty: 2708.312744
	Iteration 6Q: 3 clusters Score -501926.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -501995.812500 Penalty: 2708.312744
	Iteration 7Q: 3 clusters Score -501995.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -502055.468750 Penalty: 2708.312744
	Iteration 8Q: 3 clusters Score -502055.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -502112.906250 Penalty: 2708.312744
	Iteration 9Q: 3 clusters Score -502112.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -502163.656250 Penalty: 2708.312744
	Iteration 10Q: 3 clusters Score -502163.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -502205.906250 Penalty: 2708.312744
	Iteration 11Q: 3 clusters Score -502205.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -502249.156250 Penalty: 2708.312744
	Iteration 12Q: 3 clusters Score -502249.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -502300.468750 Penalty: 2708.312744
	Iteration 13Q: 3 clusters Score -502300.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -502364.250000 Penalty: 2708.312744
	Iteration 14Q: 3 clusters Score -502364.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -502439.687500 Penalty: 2708.312744
	Iteration 15Q: 3 clusters Score -502439.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -502513.781250 Penalty: 2708.312744
	Iteration 16Q: 3 clusters Score -502513.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -502570.843750 Penalty: 2708.312744
	Iteration 17Q: 3 clusters Score -502570.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -502627.843750 Penalty: 2708.312744
	Iteration 18Q: 3 clusters Score -502627.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -502670.000000 Penalty: 2708.312744
	Iteration 19Q: 3 clusters Score -502670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -502721.031250 Penalty: 2708.312744
	Iteration 20F: 3 clusters Score -502721 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -502776.062500 Penalty: 2708.312744
	Iteration 21Q: 3 clusters Score -502776.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -502819.500000 Penalty: 2708.312744
	Iteration 22Q: 3 clusters Score -502819.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -502862.875000 Penalty: 2708.312744
	Iteration 23Q: 3 clusters Score -502862.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -502921.937500 Penalty: 2708.312744
	Iteration 24Q: 3 clusters Score -502921.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -502980.125000 Penalty: 2708.312744
	Iteration 25Q: 3 clusters Score -502980.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -503038.625000 Penalty: 2708.312744
	Iteration 26Q: 3 clusters Score -503038.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -503103.343750 Penalty: 2708.312744
	Iteration 27Q: 3 clusters Score -503103.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -503151.093750 Penalty: 2708.312744
	Iteration 28Q: 3 clusters Score -503151.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -503175.437500 Penalty: 2708.312744
	Iteration 29Q: 3 clusters Score -503175.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -503197.187500 Penalty: 2708.312744
	Iteration 30Q: 3 clusters Score -503197.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -503208.468750 Penalty: 2708.312744
	Iteration 31Q: 3 clusters Score -503208.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -503211.968750 Penalty: 2708.312744
	Iteration 32Q: 3 clusters Score -503212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -503215.406250 Penalty: 2708.312744
	Iteration 33Q: 3 clusters Score -503215.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -503218.093750 Penalty: 2708.312744
	Iteration 34Q: 3 clusters Score -503218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -503218.500000 Penalty: 2708.312744
	Iteration 35Q: 3 clusters Score -503218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -503219.187500 Penalty: 2708.312744
	Iteration 36Q: 3 clusters Score -503219.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -503219.187500 Penalty: 2708.312744
	Iteration 37F: 3 clusters Score -503219.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Entering Unmasked Estep 
Score: -2472220.750000 Penalty: 1608.706177
	Iteration 0F: 2 clusters Score -2472221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2458575.500000 Penalty: 3217.412354
	Iteration 0F: 3 clusters Score -2458576 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2463530.000000 Penalty: 3217.412354
	Iteration 1F: 3 clusters Score -2463530 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2463869.500000 Penalty: 3217.412354
	Iteration 2Q: 3 clusters Score -2463870 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2464180.750000 Penalty: 3217.412354
	Iteration 3Q: 3 clusters Score -2464181 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2464551.000000 Penalty: 3217.412354
	Iteration 4Q: 3 clusters Score -2464551 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2464999.000000 Penalty: 3217.412354
	Iteration 5Q: 3 clusters Score -2464999 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2465587.250000 Penalty: 3217.412354
	Iteration 6Q: 3 clusters Score -2465587 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2466336.500000 Penalty: 3217.412354
	Iteration 7F: 3 clusters Score -2466336 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2467160.750000 Penalty: 3217.412354
	Iteration 8F: 3 clusters Score -2467161 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -2467865.500000 Penalty: 3217.412354
	Iteration 9F: 3 clusters Score -2467866 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -2468464.500000 Penalty: 3217.412354
	Iteration 10Q: 3 clusters Score -2468464 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2468952.250000 Penalty: 3217.412354
	Iteration 11Q: 3 clusters Score -2468952 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2469365.250000 Penalty: 3217.412354
	Iteration 12Q: 3 clusters Score -2469365 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2469658.000000 Penalty: 3217.412354
	Iteration 13Q: 3 clusters Score -2469658 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2469872.500000 Penalty: 3217.412354
	Iteration 14Q: 3 clusters Score -2469872 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2470009.500000 Penalty: 3217.412354
	Iteration 15Q: 3 clusters Score -2470010 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2470093.000000 Penalty: 3217.412354
	Iteration 16Q: 3 clusters Score -2470093 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2470157.250000 Penalty: 3217.412354
	Iteration 17Q: 3 clusters Score -2470157 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -2470192.500000 Penalty: 3217.412354
	Iteration 18Q: 3 clusters Score -2470192 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2470233.000000 Penalty: 3217.412354
	Iteration 19Q: 3 clusters Score -2470233 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -2470248.500000 Penalty: 3217.412354
	Iteration 20F: 3 clusters Score -2470248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2470265.500000 Penalty: 3217.412354
	Iteration 21Q: 3 clusters Score -2470266 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2470279.000000 Penalty: 3217.412354
	Iteration 22Q: 3 clusters Score -2470279 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2470302.000000 Penalty: 3217.412354
	Iteration 23Q: 3 clusters Score -2470302 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2470313.750000 Penalty: 3217.412354
	Iteration 24Q: 3 clusters Score -2470314 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2470333.500000 Penalty: 3217.412354
	Iteration 25Q: 3 clusters Score -2470334 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2470345.750000 Penalty: 3217.412354
	Iteration 26Q: 3 clusters Score -2470346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2470352.750000 Penalty: 3217.412354
	Iteration 27Q: 3 clusters Score -2470353 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2470363.500000 Penalty: 3217.412354
	Iteration 28Q: 3 clusters Score -2470364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2470383.250000 Penalty: 3217.412354
	Iteration 29Q: 3 clusters Score -2470383 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2470403.000000 Penalty: 3217.412354
	Iteration 30Q: 3 clusters Score -2470403 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2470416.750000 Penalty: 3217.412354
	Iteration 31Q: 3 clusters Score -2470417 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2470428.250000 Penalty: 3217.412354
	Iteration 32Q: 3 clusters Score -2470428 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2470448.000000 Penalty: 3217.412354
	Iteration 33Q: 3 clusters Score -2470448 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2470470.750000 Penalty: 3217.412354
	Iteration 34Q: 3 clusters Score -2470471 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2470492.750000 Penalty: 3217.412354
	Iteration 35Q: 3 clusters Score -2470493 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2470509.250000 Penalty: 3217.412354
	Iteration 36Q: 3 clusters Score -2470509 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2470527.000000 Penalty: 3217.412354
	Iteration 37Q: 3 clusters Score -2470527 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2470546.250000 Penalty: 3217.412354
	Iteration 38Q: 3 clusters Score -2470546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2470583.000000 Penalty: 3217.412354
	Iteration 39Q: 3 clusters Score -2470583 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2470599.500000 Penalty: 3217.412354
	Iteration 40F: 3 clusters Score -2470600 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2470632.500000 Penalty: 3217.412354
	Iteration 41Q: 3 clusters Score -2470632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2470655.000000 Penalty: 3217.412354
	Iteration 42Q: 3 clusters Score -2470655 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2470681.500000 Penalty: 3217.412354
	Iteration 43Q: 3 clusters Score -2470682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2470698.500000 Penalty: 3217.412354
	Iteration 44Q: 3 clusters Score -2470698 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2470729.250000 Penalty: 3217.412354
	Iteration 45Q: 3 clusters Score -2470729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2470750.250000 Penalty: 3217.412354
	Iteration 46Q: 3 clusters Score -2470750 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2470766.000000 Penalty: 3217.412354
	Iteration 47Q: 3 clusters Score -2470766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2470784.750000 Penalty: 3217.412354
	Iteration 48Q: 3 clusters Score -2470785 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2470797.000000 Penalty: 3217.412354
	Iteration 49Q: 3 clusters Score -2470797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2470803.000000 Penalty: 3217.412354
	Iteration 50Q: 3 clusters Score -2470803 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2470811.750000 Penalty: 3217.412354
	Iteration 51Q: 3 clusters Score -2470812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2470824.000000 Penalty: 3217.412354
	Iteration 52Q: 3 clusters Score -2470824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2470827.500000 Penalty: 3217.412354
	Iteration 53Q: 3 clusters Score -2470828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2470838.500000 Penalty: 3217.412354
	Iteration 54Q: 3 clusters Score -2470838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2470844.250000 Penalty: 3217.412354
	Iteration 55Q: 3 clusters Score -2470844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2470845.750000 Penalty: 3217.412354
	Iteration 56Q: 3 clusters Score -2470846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2470849.750000 Penalty: 3217.412354
	Iteration 57Q: 3 clusters Score -2470850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2470850.500000 Penalty: 3217.412354
	Iteration 58Q: 3 clusters Score -2470850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2470846.250000 Penalty: 3217.412354
	Iteration 59Q: 3 clusters Score -2470846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2470844.250000 Penalty: 3217.412354
	Iteration 60F: 3 clusters Score -2470844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2470845.500000 Penalty: 3217.412354
	Iteration 61Q: 3 clusters Score -2470846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2470847.750000 Penalty: 3217.412354
	Iteration 62Q: 3 clusters Score -2470848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2470845.500000 Penalty: 3217.412354
	Iteration 63Q: 3 clusters Score -2470846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2470845.500000 Penalty: 3217.412354
	Iteration 64F: 3 clusters Score -2470846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (3371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Entering Unmasked Estep 
Score: -407323.000000 Penalty: 1319.981812
	Iteration 0F: 2 clusters Score -407323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -404417.062500 Penalty: 2639.963623
	Iteration 0F: 3 clusters Score -404417.1 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -405251.468750 Penalty: 2639.963623
	Iteration 1F: 3 clusters Score -405251.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -405488.718750 Penalty: 2639.963623
	Iteration 2F: 3 clusters Score -405488.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -405736.281250 Penalty: 2639.963623
	Iteration 3F: 3 clusters Score -405736.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -405972.875000 Penalty: 2639.963623
	Iteration 4F: 3 clusters Score -405972.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -406111.937500 Penalty: 2639.963623
	Iteration 5Q: 3 clusters Score -406111.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -406261.656250 Penalty: 2639.963623
	Iteration 6Q: 3 clusters Score -406261.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -406434.843750 Penalty: 2639.963623
	Iteration 7Q: 3 clusters Score -406434.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -406657.843750 Penalty: 2639.963623
	Iteration 8Q: 3 clusters Score -406657.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -406948.343750 Penalty: 2639.963623
	Iteration 9Q: 3 clusters Score -406948.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -407330.250000 Penalty: 2639.963623
	Iteration 10Q: 3 clusters Score -407330.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -407562.781250 Penalty: 2639.963623
	Iteration 11Q: 3 clusters Score -407562.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -407695.187500 Penalty: 2639.963623
	Iteration 12Q: 3 clusters Score -407695.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -407731.125000 Penalty: 2639.963623
	Iteration 13Q: 3 clusters Score -407731.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -407746.031250 Penalty: 2639.963623
	Iteration 14Q: 3 clusters Score -407746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -407749.437500 Penalty: 2639.963623
	Iteration 15Q: 3 clusters Score -407749.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -407749.437500 Penalty: 2639.963623
	Iteration 16F: 3 clusters Score -407749.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1306 members 
Mstep: Class 3 contains 60008 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 3217 members 
Mstep: Class 6 contains 10223 members 
Mstep: Class 7 contains 5627 members 
Mstep: Class 8 contains 19737 members 
Mstep: Class 9 contains 73432 members 
Mstep: Class 10 contains 17748 members 
Mstep: Class 11 contains 2110 members 
Mstep: Class 12 contains 32351 members 
Mstep: Class 13 contains 14810 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 14022 members 
Mstep: Class 16 contains 5392 members 
Mstep: Class 17 contains 570 members 
Mstep: Class 18 contains 9022 members 
Mstep: Class 19 contains 14503 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 3037 members 
Mstep: Class 22 contains 5555 members 
Mstep: Class 23 contains 6429 members 
Mstep: Class 24 contains 16872 members 
Mstep: Class 25 contains 6443 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 2153 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 2821 members 
Mstep: Class 30 contains 18925 members 
Mstep: Class 31 contains 4160 members 
Mstep: Class 32 contains 19925 members 
Mstep: Class 33 contains 1613 members 
Mstep: Class 34 contains 14145 members 
Mstep: Class 35 contains 854 members 
Mstep: Class 36 contains 380 members 
Mstep: Class 37 contains 811 members 
Mstep: Class 38 contains 1758 members 
Entering Unmasked Estep 
Score: -48244764.000000 Penalty: 79683.648438
Splitting cluster 33 changes total score from -48245088.000000 to -48244764.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (14145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Entering Unmasked Estep 
Score: -1744927.750000 Penalty: 1553.031372
	Iteration 0F: 2 clusters Score -1744928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1735054.500000 Penalty: 3106.062744
	Iteration 0F: 3 clusters Score -1735054 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1738501.250000 Penalty: 3106.062744
	Iteration 1F: 3 clusters Score -1738501 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1738749.750000 Penalty: 3106.062744
	Iteration 2F: 3 clusters Score -1738750 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1738975.875000 Penalty: 3106.062744
	Iteration 3Q: 3 clusters Score -1738976 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1739185.500000 Penalty: 3106.062744
	Iteration 4Q: 3 clusters Score -1739186 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1739391.875000 Penalty: 3106.062744
	Iteration 5Q: 3 clusters Score -1739392 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1739645.250000 Penalty: 3106.062744
	Iteration 6Q: 3 clusters Score -1739645 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1739975.625000 Penalty: 3106.062744
	Iteration 7Q: 3 clusters Score -1739976 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1740442.625000 Penalty: 3106.062744
	Iteration 8F: 3 clusters Score -1740443 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1740986.375000 Penalty: 3106.062744
	Iteration 9F: 3 clusters Score -1740986 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1741591.250000 Penalty: 3106.062744
	Iteration 10F: 3 clusters Score -1741591 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1742200.625000 Penalty: 3106.062744
	Iteration 11F: 3 clusters Score -1742201 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1742699.125000 Penalty: 3106.062744
	Iteration 12Q: 3 clusters Score -1742699 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1743059.750000 Penalty: 3106.062744
	Iteration 13Q: 3 clusters Score -1743060 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1743268.500000 Penalty: 3106.062744
	Iteration 14Q: 3 clusters Score -1743268 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1743383.000000 Penalty: 3106.062744
	Iteration 15Q: 3 clusters Score -1743383 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1743454.500000 Penalty: 3106.062744
	Iteration 16Q: 3 clusters Score -1743454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1743494.250000 Penalty: 3106.062744
	Iteration 17Q: 3 clusters Score -1743494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1743526.625000 Penalty: 3106.062744
	Iteration 18Q: 3 clusters Score -1743527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1743556.125000 Penalty: 3106.062744
	Iteration 19Q: 3 clusters Score -1743556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1743569.375000 Penalty: 3106.062744
	Iteration 20F: 3 clusters Score -1743569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1743577.625000 Penalty: 3106.062744
	Iteration 21Q: 3 clusters Score -1743578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1743583.500000 Penalty: 3106.062744
	Iteration 22Q: 3 clusters Score -1743584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1743589.000000 Penalty: 3106.062744
	Iteration 23Q: 3 clusters Score -1743589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1743599.375000 Penalty: 3106.062744
	Iteration 24Q: 3 clusters Score -1743599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1743609.750000 Penalty: 3106.062744
	Iteration 25Q: 3 clusters Score -1743610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1743610.750000 Penalty: 3106.062744
	Iteration 26Q: 3 clusters Score -1743611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1743610.750000 Penalty: 3106.062744
	Iteration 27F: 3 clusters Score -1743611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Entering Unmasked Estep 
Score: -103113.468750 Penalty: 1096.863892
	Iteration 0F: 2 clusters Score -103113.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101762.132812 Penalty: 2193.727783
	Iteration 0F: 3 clusters Score -101762.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101971.851562 Penalty: 2193.727783
	Iteration 1F: 3 clusters Score -101971.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -102030.156250 Penalty: 2193.727783
	Iteration 2F: 3 clusters Score -102030.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -102055.632812 Penalty: 2193.727783
	Iteration 3Q: 3 clusters Score -102055.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -102068.265625 Penalty: 2193.727783
	Iteration 4Q: 3 clusters Score -102068.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -102074.890625 Penalty: 2193.727783
	Iteration 5Q: 3 clusters Score -102074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -102077.929688 Penalty: 2193.727783
	Iteration 6Q: 3 clusters Score -102077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102080.250000 Penalty: 2193.727783
	Iteration 7Q: 3 clusters Score -102080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102081.101562 Penalty: 2193.727783
	Iteration 8Q: 3 clusters Score -102081.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102081.851562 Penalty: 2193.727783
	Iteration 9Q: 3 clusters Score -102081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102082.281250 Penalty: 2193.727783
	Iteration 10Q: 3 clusters Score -102082.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102082.281250 Penalty: 2193.727783
	Iteration 11F: 3 clusters Score -102082.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -55511.503906 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -55511.5 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 178 members 
Entering Unmasked Estep 
Score: -54565.609375 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -54565.61 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -54745.078125 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -54745.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54782.574219 Penalty: 1930.555664
	Iteration 2Q: 3 clusters Score -54782.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -54791.121094 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -54791.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -54804.082031 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -54804.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54816.398438 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -54816.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -54821.355469 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -54821.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54821.910156 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -54821.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -54821.910156 Penalty: 1930.555664
	Iteration 8F: 3 clusters Score -54821.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -97895.187500 Penalty: 1088.468506
	Iteration 0F: 2 clusters Score -97895.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -96583.820312 Penalty: 2176.937012
	Iteration 0F: 3 clusters Score -96583.82 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -96783.093750 Penalty: 2176.937012
	Iteration 1F: 3 clusters Score -96783.09 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -96855.187500 Penalty: 2176.937012
	Iteration 2F: 3 clusters Score -96855.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -96888.476562 Penalty: 2176.937012
	Iteration 3Q: 3 clusters Score -96888.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -96899.835938 Penalty: 2176.937012
	Iteration 4Q: 3 clusters Score -96899.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96905.468750 Penalty: 2176.937012
	Iteration 5Q: 3 clusters Score -96905.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -96911.039062 Penalty: 2176.937012
	Iteration 6Q: 3 clusters Score -96911.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -96914.210938 Penalty: 2176.937012
	Iteration 7Q: 3 clusters Score -96914.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -96918.273438 Penalty: 2176.937012
	Iteration 8Q: 3 clusters Score -96918.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96925.007812 Penalty: 2176.937012
	Iteration 9Q: 3 clusters Score -96925.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -96927.593750 Penalty: 2176.937012
	Iteration 10Q: 3 clusters Score -96927.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96931.085938 Penalty: 2176.937012
	Iteration 11Q: 3 clusters Score -96931.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -96935.531250 Penalty: 2176.937012
	Iteration 12Q: 3 clusters Score -96935.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -96938.156250 Penalty: 2176.937012
	Iteration 13Q: 3 clusters Score -96938.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96942.992188 Penalty: 2176.937012
	Iteration 14Q: 3 clusters Score -96942.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -96943.890625 Penalty: 2176.937012
	Iteration 15Q: 3 clusters Score -96943.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96944.257812 Penalty: 2176.937012
	Iteration 16Q: 3 clusters Score -96944.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -96944.257812 Penalty: 2176.937012
	Iteration 17F: 3 clusters Score -96944.26 nChanged 0
--- Evaluating fit on full set of 1206035 points ---
Entering Unmasked Estep 
Score: -144902896.000000 Penalty: 84192.125000
23->38 Clusters: Score -144902896.000000, best is -144942864.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 402011 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 17469 members 
Mstep: Class 3 contains 17410 members 
Mstep: Class 4 contains 17549 members 
Mstep: Class 5 contains 17636 members 
Mstep: Class 6 contains 17446 members 
Mstep: Class 7 contains 17460 members 
Mstep: Class 8 contains 17513 members 
Mstep: Class 9 contains 17530 members 
Mstep: Class 10 contains 17635 members 
Mstep: Class 11 contains 17696 members 
Mstep: Class 12 contains 17504 members 
Mstep: Class 13 contains 17576 members 
Mstep: Class 14 contains 17653 members 
Mstep: Class 15 contains 17555 members 
Mstep: Class 16 contains 17274 members 
Mstep: Class 17 contains 17385 members 
Mstep: Class 18 contains 17481 members 
Mstep: Class 19 contains 17335 members 
Mstep: Class 20 contains 17488 members 
Mstep: Class 21 contains 17372 members 
Mstep: Class 22 contains 17251 members 
Mstep: Class 23 contains 17390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 461.242035 but Gain 2096.937500
Score: -45954476.000000 Penalty: 46132.640625
Iteration 0F: 23 clusters Score -4.595448e+07 nChanged 381803
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 17874 members 
Mstep: Class 3 contains 19458 members 
Mstep: Class 4 contains 11310 members 
Mstep: Class 5 contains 27276 members 
Mstep: Class 6 contains 18227 members 
Mstep: Class 7 contains 25588 members 
Mstep: Class 8 contains 26927 members 
Mstep: Class 9 contains 10446 members 
Mstep: Class 10 contains 15101 members 
Mstep: Class 11 contains 17541 members 
Mstep: Class 12 contains 28508 members 
Mstep: Class 13 contains 11908 members 
Mstep: Class 14 contains 19829 members 
Mstep: Class 15 contains 19239 members 
Mstep: Class 16 contains 32664 members 
Mstep: Class 17 contains 14026 members 
Mstep: Class 18 contains 18061 members 
Mstep: Class 20 contains 12394 members 
Mstep: Class 21 contains 9068 members 
Mstep: Class 22 contains 13483 members 
Mstep: Class 23 contains 23423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47234252.000000 Penalty: 46132.640625
Iteration 1F: 23 clusters Score -4.723425e+07 nChanged 170750
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 16346 members 
Mstep: Class 3 contains 13994 members 
Mstep: Class 4 contains 10330 members 
Mstep: Class 5 contains 23214 members 
Mstep: Class 6 contains 33376 members 
Mstep: Class 7 contains 30130 members 
Mstep: Class 8 contains 28710 members 
Mstep: Class 9 contains 9599 members 
Mstep: Class 10 contains 10274 members 
Mstep: Class 11 contains 9685 members 
Mstep: Class 12 contains 24806 members 
Mstep: Class 13 contains 11563 members 
Mstep: Class 14 contains 22132 members 
Mstep: Class 15 contains 22727 members 
Mstep: Class 16 contains 45461 members 
Mstep: Class 17 contains 8754 members 
Mstep: Class 18 contains 18591 members 
Mstep: Class 20 contains 14755 members 
Mstep: Class 21 contains 5005 members 
Mstep: Class 22 contains 12701 members 
Mstep: Class 23 contains 18265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47613436.000000 Penalty: 46132.640625
Iteration 2F: 23 clusters Score -4.761344e+07 nChanged 116762
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 13108 members 
Mstep: Class 3 contains 13473 members 
Mstep: Class 4 contains 8393 members 
Mstep: Class 5 contains 17864 members 
Mstep: Class 6 contains 45700 members 
Mstep: Class 7 contains 29902 members 
Mstep: Class 8 contains 30936 members 
Mstep: Class 9 contains 8650 members 
Mstep: Class 10 contains 6587 members 
Mstep: Class 11 contains 6217 members 
Mstep: Class 12 contains 21631 members 
Mstep: Class 13 contains 12901 members 
Mstep: Class 14 contains 25042 members 
Mstep: Class 15 contains 24943 members 
Mstep: Class 16 contains 47057 members 
Mstep: Class 17 contains 5035 members 
Mstep: Class 18 contains 16440 members 
Mstep: Class 20 contains 20359 members 
Mstep: Class 21 contains 2965 members 
Mstep: Class 22 contains 13332 members 
Mstep: Class 23 contains 16124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47811116.000000 Penalty: 46132.640625
Iteration 3F: 23 clusters Score -4.781112e+07 nChanged 84811
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 9004 members 
Mstep: Class 3 contains 13371 members 
Mstep: Class 4 contains 6949 members 
Mstep: Class 5 contains 13169 members 
Mstep: Class 6 contains 54246 members 
Mstep: Class 7 contains 30294 members 
Mstep: Class 8 contains 31701 members 
Mstep: Class 9 contains 7901 members 
Mstep: Class 10 contains 4542 members 
Mstep: Class 11 contains 5275 members 
Mstep: Class 12 contains 18327 members 
Mstep: Class 13 contains 14265 members 
Mstep: Class 14 contains 28124 members 
Mstep: Class 15 contains 26447 members 
Mstep: Class 16 contains 46085 members 
Mstep: Class 17 contains 2836 members 
Mstep: Class 18 contains 12823 members 
Mstep: Class 20 contains 26604 members 
Mstep: Class 21 contains 2033 members 
Mstep: Class 22 contains 13786 members 
Mstep: Class 23 contains 15630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47923648.000000 Penalty: 46132.640625
Iteration 4F: 23 clusters Score -4.792365e+07 nChanged 63594
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 5783 members 
Mstep: Class 3 contains 13344 members 
Mstep: Class 4 contains 5745 members 
Mstep: Class 5 contains 10057 members 
Mstep: Class 6 contains 60581 members 
Mstep: Class 7 contains 31430 members 
Mstep: Class 8 contains 31442 members 
Mstep: Class 9 contains 7439 members 
Mstep: Class 10 contains 3539 members 
Mstep: Class 11 contains 5131 members 
Mstep: Class 12 contains 15894 members 
Mstep: Class 13 contains 15933 members 
Mstep: Class 14 contains 30469 members 
Mstep: Class 15 contains 26492 members 
Mstep: Class 16 contains 44253 members 
Mstep: Class 17 contains 1979 members 
Mstep: Class 18 contains 9576 members 
Mstep: Class 20 contains 31672 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 14112 members 
Mstep: Class 23 contains 15457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47999400.000000 Penalty: 46132.640625
Iteration 5F: 23 clusters Score -4.79994e+07 nChanged 48731
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 3786 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 4628 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 6 contains 65593 members 
Mstep: Class 7 contains 32443 members 
Mstep: Class 8 contains 30949 members 
Mstep: Class 9 contains 7115 members 
Mstep: Class 10 contains 3070 members 
Mstep: Class 11 contains 5014 members 
Mstep: Class 12 contains 14408 members 
Mstep: Class 13 contains 18065 members 
Mstep: Class 14 contains 31891 members 
Mstep: Class 15 contains 25675 members 
Mstep: Class 16 contains 40856 members 
Mstep: Class 17 contains 1880 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 20 contains 35366 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 13866 members 
Mstep: Class 23 contains 16987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48050484.000000 Penalty: 46132.640625
Iteration 6F: 23 clusters Score -4.805048e+07 nChanged 37840
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 12703 members 
Mstep: Class 4 contains 3582 members 
Mstep: Class 5 contains 7456 members 
Mstep: Class 6 contains 69484 members 
Mstep: Class 7 contains 32555 members 
Mstep: Class 8 contains 30948 members 
Mstep: Class 9 contains 6810 members 
Mstep: Class 10 contains 2957 members 
Mstep: Class 11 contains 5137 members 
Mstep: Class 12 contains 13403 members 
Mstep: Class 13 contains 20046 members 
Mstep: Class 14 contains 32797 members 
Mstep: Class 15 contains 24532 members 
Mstep: Class 16 contains 38051 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 5864 members 
Mstep: Class 20 contains 38126 members 
Mstep: Class 21 contains 1682 members 
Mstep: Class 22 contains 13275 members 
Mstep: Class 23 contains 18389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2056.909668 but Gain 2096.937500
Score: -48087064.000000 Penalty: 44035.703125
Iteration 7F: 22 clusters Score -4.808706e+07 nChanged 31279
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 3 contains 12342 members 
Mstep: Class 4 contains 2665 members 
Mstep: Class 5 contains 7119 members 
Mstep: Class 6 contains 72499 members 
Mstep: Class 7 contains 32218 members 
Mstep: Class 8 contains 31218 members 
Mstep: Class 9 contains 6348 members 
Mstep: Class 10 contains 2978 members 
Mstep: Class 11 contains 5503 members 
Mstep: Class 12 contains 12660 members 
Mstep: Class 13 contains 22170 members 
Mstep: Class 14 contains 33167 members 
Mstep: Class 15 contains 23646 members 
Mstep: Class 16 contains 37866 members 
Mstep: Class 17 contains 2594 members 
Mstep: Class 18 contains 5328 members 
Mstep: Class 20 contains 40483 members 
Mstep: Class 21 contains 1658 members 
Mstep: Class 22 contains 12484 members 
Mstep: Class 23 contains 18503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48113972.000000 Penalty: 44035.703125
Iteration 8F: 22 clusters Score -4.811397e+07 nChanged 23265
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 3 contains 11994 members 
Mstep: Class 4 contains 1955 members 
Mstep: Class 5 contains 7058 members 
Mstep: Class 6 contains 74998 members 
Mstep: Class 7 contains 31211 members 
Mstep: Class 8 contains 31061 members 
Mstep: Class 9 contains 5726 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 5770 members 
Mstep: Class 12 contains 12143 members 
Mstep: Class 13 contains 23418 members 
Mstep: Class 14 contains 33248 members 
Mstep: Class 15 contains 22367 members 
Mstep: Class 16 contains 38691 members 
Mstep: Class 17 contains 3036 members 
Mstep: Class 18 contains 5109 members 
Mstep: Class 20 contains 42353 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 11647 members 
Mstep: Class 23 contains 18130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1901.732910 but Gain 2096.941406
Score: -48129244.000000 Penalty: 41938.761719
Iteration 9F: 21 clusters Score -4.812924e+07 nChanged 19318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 3 contains 11793 members 
Mstep: Class 5 contains 7188 members 
Mstep: Class 6 contains 76918 members 
Mstep: Class 7 contains 30510 members 
Mstep: Class 8 contains 31430 members 
Mstep: Class 9 contains 5167 members 
Mstep: Class 10 contains 3189 members 
Mstep: Class 11 contains 5759 members 
Mstep: Class 12 contains 11827 members 
Mstep: Class 13 contains 24284 members 
Mstep: Class 14 contains 33230 members 
Mstep: Class 15 contains 21191 members 
Mstep: Class 16 contains 39997 members 
Mstep: Class 17 contains 3405 members 
Mstep: Class 18 contains 5136 members 
Mstep: Class 20 contains 44173 members 
Mstep: Class 21 contains 1637 members 
Mstep: Class 22 contains 10901 members 
Mstep: Class 23 contains 17821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48140556.000000 Penalty: 41938.761719
Iteration 10Q: 21 clusters Score -4.814056e+07 nChanged 14206
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 3 contains 11597 members 
Mstep: Class 5 contains 7380 members 
Mstep: Class 6 contains 78221 members 
Mstep: Class 7 contains 29520 members 
Mstep: Class 8 contains 31480 members 
Mstep: Class 9 contains 4620 members 
Mstep: Class 10 contains 3248 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 24979 members 
Mstep: Class 14 contains 33156 members 
Mstep: Class 15 contains 20071 members 
Mstep: Class 16 contains 40614 members 
Mstep: Class 17 contains 3674 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 20 contains 45799 members 
Mstep: Class 21 contains 1633 members 
Mstep: Class 22 contains 10256 members 
Mstep: Class 23 contains 17584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48147040.000000 Penalty: 41938.761719
Iteration 11Q: 21 clusters Score -4.814704e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 3 contains 11475 members 
Mstep: Class 5 contains 7610 members 
Mstep: Class 6 contains 79317 members 
Mstep: Class 7 contains 28582 members 
Mstep: Class 8 contains 31715 members 
Mstep: Class 9 contains 4101 members 
Mstep: Class 10 contains 3325 members 
Mstep: Class 11 contains 5528 members 
Mstep: Class 12 contains 11485 members 
Mstep: Class 13 contains 25631 members 
Mstep: Class 14 contains 33063 members 
Mstep: Class 15 contains 19069 members 
Mstep: Class 16 contains 40779 members 
Mstep: Class 17 contains 3886 members 
Mstep: Class 18 contains 5228 members 
Mstep: Class 20 contains 47267 members 
Mstep: Class 21 contains 1638 members 
Mstep: Class 22 contains 9752 members 
Mstep: Class 23 contains 17314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48151448.000000 Penalty: 41938.761719
Iteration 12Q: 21 clusters Score -4.815145e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 80135 members 
Mstep: Class 7 contains 27835 members 
Mstep: Class 8 contains 32200 members 
Mstep: Class 9 contains 3723 members 
Mstep: Class 10 contains 3401 members 
Mstep: Class 11 contains 5444 members 
Mstep: Class 12 contains 11425 members 
Mstep: Class 13 contains 26253 members 
Mstep: Class 14 contains 32835 members 
Mstep: Class 15 contains 18266 members 
Mstep: Class 16 contains 40555 members 
Mstep: Class 17 contains 4056 members 
Mstep: Class 18 contains 5266 members 
Mstep: Class 20 contains 48532 members 
Mstep: Class 21 contains 1644 members 
Mstep: Class 22 contains 9323 members 
Mstep: Class 23 contains 17044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48155124.000000 Penalty: 41938.761719
Iteration 13Q: 21 clusters Score -4.815512e+07 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 3 contains 11281 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 6 contains 80738 members 
Mstep: Class 7 contains 27197 members 
Mstep: Class 8 contains 33195 members 
Mstep: Class 9 contains 3437 members 
Mstep: Class 10 contains 3507 members 
Mstep: Class 11 contains 5390 members 
Mstep: Class 12 contains 11380 members 
Mstep: Class 13 contains 26828 members 
Mstep: Class 14 contains 32476 members 
Mstep: Class 15 contains 17553 members 
Mstep: Class 16 contains 39874 members 
Mstep: Class 17 contains 4173 members 
Mstep: Class 18 contains 5308 members 
Mstep: Class 20 contains 49668 members 
Mstep: Class 21 contains 1650 members 
Mstep: Class 22 contains 8961 members 
Mstep: Class 23 contains 16804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48158268.000000 Penalty: 41938.761719
Iteration 14Q: 21 clusters Score -4.815827e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 3 contains 11210 members 
Mstep: Class 5 contains 7957 members 
Mstep: Class 6 contains 81179 members 
Mstep: Class 7 contains 26644 members 
Mstep: Class 8 contains 34590 members 
Mstep: Class 9 contains 3213 members 
Mstep: Class 10 contains 3669 members 
Mstep: Class 11 contains 5386 members 
Mstep: Class 12 contains 11349 members 
Mstep: Class 13 contains 27352 members 
Mstep: Class 14 contains 32003 members 
Mstep: Class 15 contains 16953 members 
Mstep: Class 16 contains 38795 members 
Mstep: Class 17 contains 4258 members 
Mstep: Class 18 contains 5325 members 
Mstep: Class 20 contains 50738 members 
Mstep: Class 21 contains 1656 members 
Mstep: Class 22 contains 8684 members 
Mstep: Class 23 contains 16582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48161180.000000 Penalty: 41938.761719
Iteration 15Q: 21 clusters Score -4.816118e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 3 contains 11192 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 81489 members 
Mstep: Class 7 contains 26179 members 
Mstep: Class 8 contains 36359 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 5380 members 
Mstep: Class 12 contains 11334 members 
Mstep: Class 13 contains 27851 members 
Mstep: Class 14 contains 31402 members 
Mstep: Class 15 contains 16427 members 
Mstep: Class 16 contains 37388 members 
Mstep: Class 17 contains 4289 members 
Mstep: Class 18 contains 5352 members 
Mstep: Class 20 contains 51737 members 
Mstep: Class 21 contains 1660 members 
Mstep: Class 22 contains 8477 members 
Mstep: Class 23 contains 16439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48164096.000000 Penalty: 41938.761719
Iteration 16Q: 21 clusters Score -4.81641e+07 nChanged 7617
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 3 contains 11215 members 
Mstep: Class 5 contains 7953 members 
Mstep: Class 6 contains 81732 members 
Mstep: Class 7 contains 25754 members 
Mstep: Class 8 contains 38296 members 
Mstep: Class 9 contains 2991 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 11 contains 5371 members 
Mstep: Class 12 contains 11339 members 
Mstep: Class 13 contains 28345 members 
Mstep: Class 14 contains 30724 members 
Mstep: Class 15 contains 16002 members 
Mstep: Class 16 contains 35819 members 
Mstep: Class 17 contains 4290 members 
Mstep: Class 18 contains 5361 members 
Mstep: Class 20 contains 52626 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 8317 members 
Mstep: Class 23 contains 16324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48167144.000000 Penalty: 41938.761719
Iteration 17Q: 21 clusters Score -4.816714e+07 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 3 contains 11245 members 
Mstep: Class 5 contains 7931 members 
Mstep: Class 6 contains 81855 members 
Mstep: Class 7 contains 25346 members 
Mstep: Class 8 contains 40461 members 
Mstep: Class 9 contains 2947 members 
Mstep: Class 10 contains 3936 members 
Mstep: Class 11 contains 5366 members 
Mstep: Class 12 contains 11342 members 
Mstep: Class 13 contains 28771 members 
Mstep: Class 14 contains 30009 members 
Mstep: Class 15 contains 15648 members 
Mstep: Class 16 contains 34257 members 
Mstep: Class 17 contains 4262 members 
Mstep: Class 18 contains 5367 members 
Mstep: Class 20 contains 53438 members 
Mstep: Class 21 contains 1668 members 
Mstep: Class 22 contains 8187 members 
Mstep: Class 23 contains 16240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48169900.000000 Penalty: 41938.761719
Iteration 18Q: 21 clusters Score -4.81699e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 3 contains 11313 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 81929 members 
Mstep: Class 7 contains 24990 members 
Mstep: Class 8 contains 42547 members 
Mstep: Class 9 contains 2946 members 
Mstep: Class 10 contains 3992 members 
Mstep: Class 11 contains 5366 members 
Mstep: Class 12 contains 11350 members 
Mstep: Class 13 contains 29208 members 
Mstep: Class 14 contains 29211 members 
Mstep: Class 15 contains 15356 members 
Mstep: Class 16 contains 32947 members 
Mstep: Class 17 contains 4237 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 20 contains 53999 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 8082 members 
Mstep: Class 23 contains 16185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48172200.000000 Penalty: 41938.761719
Iteration 19Q: 21 clusters Score -4.81722e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 3 contains 11357 members 
Mstep: Class 5 contains 7877 members 
Mstep: Class 6 contains 81938 members 
Mstep: Class 7 contains 24662 members 
Mstep: Class 8 contains 44349 members 
Mstep: Class 9 contains 2973 members 
Mstep: Class 10 contains 4027 members 
Mstep: Class 11 contains 5365 members 
Mstep: Class 12 contains 11340 members 
Mstep: Class 13 contains 29589 members 
Mstep: Class 14 contains 28436 members 
Mstep: Class 15 contains 15098 members 
Mstep: Class 16 contains 32009 members 
Mstep: Class 17 contains 4204 members 
Mstep: Class 18 contains 5390 members 
Mstep: Class 20 contains 54532 members 
Mstep: Class 21 contains 1671 members 
Mstep: Class 22 contains 7994 members 
Mstep: Class 23 contains 16140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48174556.000000 Penalty: 41938.761719
Iteration 20F: 21 clusters Score -4.817456e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 3 contains 11346 members 
Mstep: Class 5 contains 7827 members 
Mstep: Class 6 contains 81918 members 
Mstep: Class 7 contains 24375 members 
Mstep: Class 8 contains 45893 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 5334 members 
Mstep: Class 12 contains 11327 members 
Mstep: Class 13 contains 29958 members 
Mstep: Class 14 contains 27731 members 
Mstep: Class 15 contains 14856 members 
Mstep: Class 16 contains 31319 members 
Mstep: Class 17 contains 4244 members 
Mstep: Class 18 contains 5415 members 
Mstep: Class 20 contains 54955 members 
Mstep: Class 21 contains 1676 members 
Mstep: Class 22 contains 7856 members 
Mstep: Class 23 contains 16063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48176516.000000 Penalty: 41938.761719
Iteration 21Q: 21 clusters Score -4.817652e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 3 contains 11341 members 
Mstep: Class 5 contains 7795 members 
Mstep: Class 6 contains 81892 members 
Mstep: Class 7 contains 24105 members 
Mstep: Class 8 contains 47216 members 
Mstep: Class 9 contains 2985 members 
Mstep: Class 10 contains 4363 members 
Mstep: Class 11 contains 5315 members 
Mstep: Class 12 contains 11316 members 
Mstep: Class 13 contains 30278 members 
Mstep: Class 14 contains 27190 members 
Mstep: Class 15 contains 14581 members 
Mstep: Class 16 contains 30878 members 
Mstep: Class 17 contains 4276 members 
Mstep: Class 18 contains 5450 members 
Mstep: Class 20 contains 55283 members 
Mstep: Class 21 contains 1687 members 
Mstep: Class 22 contains 7724 members 
Mstep: Class 23 contains 15990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48178036.000000 Penalty: 41938.761719
Iteration 22Q: 21 clusters Score -4.817804e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 3 contains 11349 members 
Mstep: Class 5 contains 7776 members 
Mstep: Class 6 contains 81850 members 
Mstep: Class 7 contains 23835 members 
Mstep: Class 8 contains 48401 members 
Mstep: Class 9 contains 2999 members 
Mstep: Class 10 contains 4462 members 
Mstep: Class 11 contains 5295 members 
Mstep: Class 12 contains 11313 members 
Mstep: Class 13 contains 30534 members 
Mstep: Class 14 contains 26775 members 
Mstep: Class 15 contains 14300 members 
Mstep: Class 16 contains 30592 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 5488 members 
Mstep: Class 20 contains 55562 members 
Mstep: Class 21 contains 1704 members 
Mstep: Class 22 contains 7579 members 
Mstep: Class 23 contains 15944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48179360.000000 Penalty: 41938.761719
Iteration 23Q: 21 clusters Score -4.817936e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 3 contains 11353 members 
Mstep: Class 5 contains 7762 members 
Mstep: Class 6 contains 81783 members 
Mstep: Class 7 contains 23574 members 
Mstep: Class 8 contains 49498 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 4533 members 
Mstep: Class 11 contains 5280 members 
Mstep: Class 12 contains 11322 members 
Mstep: Class 13 contains 30800 members 
Mstep: Class 14 contains 26434 members 
Mstep: Class 15 contains 13995 members 
Mstep: Class 16 contains 30405 members 
Mstep: Class 17 contains 4327 members 
Mstep: Class 18 contains 5508 members 
Mstep: Class 20 contains 55798 members 
Mstep: Class 21 contains 1725 members 
Mstep: Class 22 contains 7455 members 
Mstep: Class 23 contains 15903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48180564.000000 Penalty: 41938.761719
Iteration 24Q: 21 clusters Score -4.818056e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 3 contains 11347 members 
Mstep: Class 5 contains 7758 members 
Mstep: Class 6 contains 81726 members 
Mstep: Class 7 contains 23355 members 
Mstep: Class 8 contains 50423 members 
Mstep: Class 9 contains 3016 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 5256 members 
Mstep: Class 12 contains 11320 members 
Mstep: Class 13 contains 31026 members 
Mstep: Class 14 contains 26127 members 
Mstep: Class 15 contains 13686 members 
Mstep: Class 16 contains 30372 members 
Mstep: Class 17 contains 4350 members 
Mstep: Class 18 contains 5564 members 
Mstep: Class 20 contains 55997 members 
Mstep: Class 21 contains 1762 members 
Mstep: Class 22 contains 7311 members 
Mstep: Class 23 contains 15882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48181416.000000 Penalty: 41938.761719
Iteration 25Q: 21 clusters Score -4.818142e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 3 contains 11382 members 
Mstep: Class 5 contains 7765 members 
Mstep: Class 6 contains 81632 members 
Mstep: Class 7 contains 23131 members 
Mstep: Class 8 contains 51260 members 
Mstep: Class 9 contains 3021 members 
Mstep: Class 10 contains 4642 members 
Mstep: Class 11 contains 5233 members 
Mstep: Class 12 contains 11321 members 
Mstep: Class 13 contains 31260 members 
Mstep: Class 14 contains 25819 members 
Mstep: Class 15 contains 13412 members 
Mstep: Class 16 contains 30431 members 
Mstep: Class 17 contains 4379 members 
Mstep: Class 18 contains 5625 members 
Mstep: Class 20 contains 56139 members 
Mstep: Class 21 contains 1805 members 
Mstep: Class 22 contains 7138 members 
Mstep: Class 23 contains 15866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48182172.000000 Penalty: 41938.761719
Iteration 26Q: 21 clusters Score -4.818217e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 3 contains 11404 members 
Mstep: Class 5 contains 7776 members 
Mstep: Class 6 contains 81586 members 
Mstep: Class 7 contains 22924 members 
Mstep: Class 8 contains 52066 members 
Mstep: Class 9 contains 3001 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 5212 members 
Mstep: Class 12 contains 11319 members 
Mstep: Class 13 contains 31516 members 
Mstep: Class 14 contains 25527 members 
Mstep: Class 15 contains 13149 members 
Mstep: Class 16 contains 30539 members 
Mstep: Class 17 contains 4382 members 
Mstep: Class 18 contains 5698 members 
Mstep: Class 20 contains 56190 members 
Mstep: Class 21 contains 1861 members 
Mstep: Class 22 contains 6970 members 
Mstep: Class 23 contains 15849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48183204.000000 Penalty: 41938.761719
Iteration 27Q: 21 clusters Score -4.81832e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 5 contains 7788 members 
Mstep: Class 6 contains 81516 members 
Mstep: Class 7 contains 22721 members 
Mstep: Class 8 contains 52791 members 
Mstep: Class 9 contains 2989 members 
Mstep: Class 10 contains 4692 members 
Mstep: Class 11 contains 5205 members 
Mstep: Class 12 contains 11324 members 
Mstep: Class 13 contains 31770 members 
Mstep: Class 14 contains 25263 members 
Mstep: Class 15 contains 12914 members 
Mstep: Class 16 contains 30645 members 
Mstep: Class 17 contains 4382 members 
Mstep: Class 18 contains 5734 members 
Mstep: Class 20 contains 56206 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 6778 members 
Mstep: Class 23 contains 15830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48183740.000000 Penalty: 41938.761719
Iteration 28Q: 21 clusters Score -4.818374e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 3 contains 11457 members 
Mstep: Class 5 contains 7808 members 
Mstep: Class 6 contains 81419 members 
Mstep: Class 7 contains 22526 members 
Mstep: Class 8 contains 53527 members 
Mstep: Class 9 contains 2998 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 5197 members 
Mstep: Class 12 contains 11327 members 
Mstep: Class 13 contains 32051 members 
Mstep: Class 14 contains 24979 members 
Mstep: Class 15 contains 12692 members 
Mstep: Class 16 contains 30775 members 
Mstep: Class 17 contains 4391 members 
Mstep: Class 18 contains 5756 members 
Mstep: Class 20 contains 56146 members 
Mstep: Class 21 contains 2168 members 
Mstep: Class 22 contains 6559 members 
Mstep: Class 23 contains 15816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48184756.000000 Penalty: 41938.761719
Iteration 29Q: 21 clusters Score -4.818476e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 3 contains 11457 members 
Mstep: Class 5 contains 7816 members 
Mstep: Class 6 contains 81334 members 
Mstep: Class 7 contains 22363 members 
Mstep: Class 8 contains 54299 members 
Mstep: Class 9 contains 2994 members 
Mstep: Class 10 contains 4718 members 
Mstep: Class 11 contains 5188 members 
Mstep: Class 12 contains 11329 members 
Mstep: Class 13 contains 32353 members 
Mstep: Class 14 contains 24629 members 
Mstep: Class 15 contains 12452 members 
Mstep: Class 16 contains 30938 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 18 contains 5763 members 
Mstep: Class 20 contains 56031 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 6320 members 
Mstep: Class 23 contains 15802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48185864.000000 Penalty: 41938.761719
Iteration 30Q: 21 clusters Score -4.818586e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 3 contains 11457 members 
Mstep: Class 5 contains 7821 members 
Mstep: Class 6 contains 81261 members 
Mstep: Class 7 contains 22172 members 
Mstep: Class 8 contains 55035 members 
Mstep: Class 9 contains 2998 members 
Mstep: Class 10 contains 4738 members 
Mstep: Class 11 contains 5173 members 
Mstep: Class 12 contains 11331 members 
Mstep: Class 13 contains 32669 members 
Mstep: Class 14 contains 24295 members 
Mstep: Class 15 contains 12224 members 
Mstep: Class 16 contains 31134 members 
Mstep: Class 17 contains 4416 members 
Mstep: Class 18 contains 5765 members 
Mstep: Class 20 contains 55858 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 6066 members 
Mstep: Class 23 contains 15795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48187456.000000 Penalty: 41938.761719
Iteration 31Q: 21 clusters Score -4.818746e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 3 contains 11462 members 
Mstep: Class 5 contains 7815 members 
Mstep: Class 6 contains 81161 members 
Mstep: Class 7 contains 21981 members 
Mstep: Class 8 contains 55765 members 
Mstep: Class 9 contains 3013 members 
Mstep: Class 10 contains 4756 members 
Mstep: Class 11 contains 5162 members 
Mstep: Class 12 contains 11333 members 
Mstep: Class 13 contains 33005 members 
Mstep: Class 14 contains 23978 members 
Mstep: Class 15 contains 11998 members 
Mstep: Class 16 contains 31323 members 
Mstep: Class 17 contains 4428 members 
Mstep: Class 18 contains 5757 members 
Mstep: Class 20 contains 55676 members 
Mstep: Class 21 contains 2792 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 15791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48188656.000000 Penalty: 41938.761719
Iteration 32Q: 21 clusters Score -4.818866e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 3 contains 11456 members 
Mstep: Class 5 contains 7797 members 
Mstep: Class 6 contains 81074 members 
Mstep: Class 7 contains 21837 members 
Mstep: Class 8 contains 56475 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 4801 members 
Mstep: Class 11 contains 5153 members 
Mstep: Class 12 contains 11332 members 
Mstep: Class 13 contains 33353 members 
Mstep: Class 14 contains 23619 members 
Mstep: Class 15 contains 11800 members 
Mstep: Class 16 contains 31485 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 5747 members 
Mstep: Class 20 contains 55405 members 
Mstep: Class 21 contains 2895 members 
Mstep: Class 22 contains 5756 members 
Mstep: Class 23 contains 15784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48189788.000000 Penalty: 41938.761719
Iteration 33Q: 21 clusters Score -4.818979e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 3 contains 11454 members 
Mstep: Class 5 contains 7784 members 
Mstep: Class 6 contains 80961 members 
Mstep: Class 7 contains 21706 members 
Mstep: Class 8 contains 57123 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 4825 members 
Mstep: Class 11 contains 5153 members 
Mstep: Class 12 contains 11333 members 
Mstep: Class 13 contains 33725 members 
Mstep: Class 14 contains 23240 members 
Mstep: Class 15 contains 11615 members 
Mstep: Class 16 contains 31673 members 
Mstep: Class 17 contains 4455 members 
Mstep: Class 18 contains 5747 members 
Mstep: Class 20 contains 55128 members 
Mstep: Class 21 contains 2976 members 
Mstep: Class 22 contains 5648 members 
Mstep: Class 23 contains 15777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48190892.000000 Penalty: 41938.761719
Iteration 34Q: 21 clusters Score -4.819089e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 3 contains 11468 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 6 contains 80887 members 
Mstep: Class 7 contains 21574 members 
Mstep: Class 8 contains 57696 members 
Mstep: Class 9 contains 3145 members 
Mstep: Class 10 contains 4832 members 
Mstep: Class 11 contains 5148 members 
Mstep: Class 12 contains 11331 members 
Mstep: Class 13 contains 34044 members 
Mstep: Class 14 contains 22895 members 
Mstep: Class 15 contains 11471 members 
Mstep: Class 16 contains 31830 members 
Mstep: Class 17 contains 4469 members 
Mstep: Class 18 contains 5760 members 
Mstep: Class 20 contains 54835 members 
Mstep: Class 21 contains 3032 members 
Mstep: Class 22 contains 5557 members 
Mstep: Class 23 contains 15771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48191964.000000 Penalty: 41938.761719
Iteration 35Q: 21 clusters Score -4.819196e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 3 contains 11484 members 
Mstep: Class 5 contains 7774 members 
Mstep: Class 6 contains 80786 members 
Mstep: Class 7 contains 21441 members 
Mstep: Class 8 contains 58259 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 4849 members 
Mstep: Class 11 contains 5146 members 
Mstep: Class 12 contains 11330 members 
Mstep: Class 13 contains 34297 members 
Mstep: Class 14 contains 22516 members 
Mstep: Class 15 contains 11388 members 
Mstep: Class 16 contains 31991 members 
Mstep: Class 17 contains 4487 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 20 contains 54553 members 
Mstep: Class 21 contains 3067 members 
Mstep: Class 22 contains 5494 members 
Mstep: Class 23 contains 15763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48192788.000000 Penalty: 41938.761719
Iteration 36Q: 21 clusters Score -4.819279e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 3 contains 11491 members 
Mstep: Class 5 contains 7773 members 
Mstep: Class 6 contains 80708 members 
Mstep: Class 7 contains 21326 members 
Mstep: Class 8 contains 58777 members 
Mstep: Class 9 contains 3308 members 
Mstep: Class 10 contains 4868 members 
Mstep: Class 11 contains 5147 members 
Mstep: Class 12 contains 11329 members 
Mstep: Class 13 contains 34512 members 
Mstep: Class 14 contains 22107 members 
Mstep: Class 15 contains 11360 members 
Mstep: Class 16 contains 32178 members 
Mstep: Class 17 contains 4495 members 
Mstep: Class 18 contains 5800 members 
Mstep: Class 20 contains 54213 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 5438 members 
Mstep: Class 23 contains 15760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48193308.000000 Penalty: 41938.761719
Iteration 37Q: 21 clusters Score -4.819331e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 3 contains 11478 members 
Mstep: Class 5 contains 7772 members 
Mstep: Class 6 contains 80635 members 
Mstep: Class 7 contains 21220 members 
Mstep: Class 8 contains 59265 members 
Mstep: Class 9 contains 3354 members 
Mstep: Class 10 contains 4878 members 
Mstep: Class 11 contains 5146 members 
Mstep: Class 12 contains 11328 members 
Mstep: Class 13 contains 34689 members 
Mstep: Class 14 contains 21655 members 
Mstep: Class 15 contains 11401 members 
Mstep: Class 16 contains 32440 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 20 contains 53887 members 
Mstep: Class 21 contains 3125 members 
Mstep: Class 22 contains 5402 members 
Mstep: Class 23 contains 15757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48193768.000000 Penalty: 41938.761719
Iteration 38Q: 21 clusters Score -4.819377e+07 nChanged 1885
Entering ConstructFrom: 
Score: -48193768.000000 Penalty: 41938.761719
Entering ConstructFrom: 
Trying to split cluster 1 (8187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Entering Unmasked Estep 
Score: -1007469.500000 Penalty: 1464.174194
	Iteration 0F: 2 clusters Score -1007470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1001450.312500 Penalty: 2928.348389
	Iteration 0F: 3 clusters Score -1001450 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1003271.875000 Penalty: 2928.348389
	Iteration 1F: 3 clusters Score -1003272 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1003573.937500 Penalty: 2928.348389
	Iteration 2F: 3 clusters Score -1003574 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1003806.875000 Penalty: 2928.348389
	Iteration 3F: 3 clusters Score -1003807 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1003985.000000 Penalty: 2928.348389
	Iteration 4Q: 3 clusters Score -1003985 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1004157.937500 Penalty: 2928.348389
	Iteration 5Q: 3 clusters Score -1004158 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1004359.812500 Penalty: 2928.348389
	Iteration 6Q: 3 clusters Score -1004360 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1004716.625000 Penalty: 2928.348389
	Iteration 7Q: 3 clusters Score -1004717 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1005333.187500 Penalty: 2928.348389
	Iteration 8F: 3 clusters Score -1005333 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1005948.562500 Penalty: 2928.348389
	Iteration 9F: 3 clusters Score -1005949 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1006476.812500 Penalty: 2928.348389
	Iteration 10F: 3 clusters Score -1006477 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1006892.812500 Penalty: 2928.348389
	Iteration 11F: 3 clusters Score -1006893 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1007139.187500 Penalty: 2928.348389
	Iteration 12Q: 3 clusters Score -1007139 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1007310.312500 Penalty: 2928.348389
	Iteration 13Q: 3 clusters Score -1007310 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1007405.875000 Penalty: 2928.348389
	Iteration 14Q: 3 clusters Score -1007406 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1007467.687500 Penalty: 2928.348389
	Iteration 15Q: 3 clusters Score -1007468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1007529.875000 Penalty: 2928.348389
	Iteration 16Q: 3 clusters Score -1007530 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1007573.000000 Penalty: 2928.348389
	Iteration 17Q: 3 clusters Score -1007573 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1007594.375000 Penalty: 2928.348389
	Iteration 18Q: 3 clusters Score -1007594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1007606.750000 Penalty: 2928.348389
	Iteration 19Q: 3 clusters Score -1007607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1007617.437500 Penalty: 2928.348389
	Iteration 20F: 3 clusters Score -1007617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1007624.562500 Penalty: 2928.348389
	Iteration 21Q: 3 clusters Score -1007625 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1007628.312500 Penalty: 2928.348389
	Iteration 22Q: 3 clusters Score -1007628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1007630.625000 Penalty: 2928.348389
	Iteration 23Q: 3 clusters Score -1007631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1007634.562500 Penalty: 2928.348389
	Iteration 24Q: 3 clusters Score -1007635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1007632.312500 Penalty: 2928.348389
	Iteration 25Q: 3 clusters Score -1007632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1007632.125000 Penalty: 2928.348389
	Iteration 26Q: 3 clusters Score -1007632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1007633.187500 Penalty: 2928.348389
	Iteration 27Q: 3 clusters Score -1007633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1007633.500000 Penalty: 2928.348389
	Iteration 28Q: 3 clusters Score -1007634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1007633.500000 Penalty: 2928.348389
	Iteration 29F: 3 clusters Score -1007634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6206 members 
Mstep: Class 3 contains 11485 members 
Mstep: Class 5 contains 7771 members 
Mstep: Class 6 contains 80595 members 
Mstep: Class 7 contains 21107 members 
Mstep: Class 8 contains 59703 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 5146 members 
Mstep: Class 12 contains 11321 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 14 contains 21224 members 
Mstep: Class 15 contains 11470 members 
Mstep: Class 16 contains 32688 members 
Mstep: Class 17 contains 4498 members 
Mstep: Class 18 contains 5837 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 5381 members 
Mstep: Class 23 contains 15756 members 
Entering Unmasked Estep 
Score: -48193648.000000 Penalty: 44035.703125
Splitting cluster 1 changes total score from -48193768.000000 to -48193648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (11485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Entering Unmasked Estep 
Score: -1272830.125000 Penalty: 1519.179443
	Iteration 0F: 2 clusters Score -1272830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1264799.625000 Penalty: 3038.358887
	Iteration 0F: 3 clusters Score -1264800 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1268068.625000 Penalty: 3038.358887
	Iteration 1F: 3 clusters Score -1268069 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1269142.125000 Penalty: 3038.358887
	Iteration 2F: 3 clusters Score -1269142 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1270436.375000 Penalty: 3038.358887
	Iteration 3F: 3 clusters Score -1270436 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1271734.625000 Penalty: 3038.358887
	Iteration 4F: 3 clusters Score -1271735 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1272695.750000 Penalty: 3038.358887
	Iteration 5F: 3 clusters Score -1272696 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1273234.000000 Penalty: 3038.358887
	Iteration 6F: 3 clusters Score -1273234 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1273543.000000 Penalty: 3038.358887
	Iteration 7Q: 3 clusters Score -1273543 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1273700.375000 Penalty: 3038.358887
	Iteration 8Q: 3 clusters Score -1273700 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1273817.125000 Penalty: 3038.358887
	Iteration 9Q: 3 clusters Score -1273817 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1273929.500000 Penalty: 3038.358887
	Iteration 10Q: 3 clusters Score -1273930 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1274030.625000 Penalty: 3038.358887
	Iteration 11Q: 3 clusters Score -1274031 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1274118.500000 Penalty: 3038.358887
	Iteration 12Q: 3 clusters Score -1274118 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1274184.250000 Penalty: 3038.358887
	Iteration 13Q: 3 clusters Score -1274184 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1274237.125000 Penalty: 3038.358887
	Iteration 14Q: 3 clusters Score -1274237 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1274278.625000 Penalty: 3038.358887
	Iteration 15Q: 3 clusters Score -1274279 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1274308.250000 Penalty: 3038.358887
	Iteration 16Q: 3 clusters Score -1274308 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1274337.875000 Penalty: 3038.358887
	Iteration 17Q: 3 clusters Score -1274338 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1274379.750000 Penalty: 3038.358887
	Iteration 18Q: 3 clusters Score -1274380 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1274405.125000 Penalty: 3038.358887
	Iteration 19Q: 3 clusters Score -1274405 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1274431.500000 Penalty: 3038.358887
	Iteration 20F: 3 clusters Score -1274432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1274451.000000 Penalty: 3038.358887
	Iteration 21Q: 3 clusters Score -1274451 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1274466.625000 Penalty: 3038.358887
	Iteration 22Q: 3 clusters Score -1274467 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1274483.875000 Penalty: 3038.358887
	Iteration 23Q: 3 clusters Score -1274484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1274499.500000 Penalty: 3038.358887
	Iteration 24Q: 3 clusters Score -1274500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1274508.000000 Penalty: 3038.358887
	Iteration 25Q: 3 clusters Score -1274508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1274517.125000 Penalty: 3038.358887
	Iteration 26Q: 3 clusters Score -1274517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1274521.125000 Penalty: 3038.358887
	Iteration 27Q: 3 clusters Score -1274521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1274522.875000 Penalty: 3038.358887
	Iteration 28Q: 3 clusters Score -1274523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1274523.625000 Penalty: 3038.358887
	Iteration 29Q: 3 clusters Score -1274524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1274524.375000 Penalty: 3038.358887
	Iteration 30Q: 3 clusters Score -1274524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1274529.750000 Penalty: 3038.358887
	Iteration 31Q: 3 clusters Score -1274530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1274530.500000 Penalty: 3038.358887
	Iteration 32Q: 3 clusters Score -1274530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1274529.875000 Penalty: 3038.358887
	Iteration 33Q: 3 clusters Score -1274530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1274528.250000 Penalty: 3038.358887
	Iteration 34Q: 3 clusters Score -1274528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1274528.250000 Penalty: 3038.358887
	Iteration 35F: 3 clusters Score -1274528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 10100 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 5 contains 7771 members 
Mstep: Class 6 contains 80595 members 
Mstep: Class 7 contains 21107 members 
Mstep: Class 8 contains 59703 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 5146 members 
Mstep: Class 12 contains 11321 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 14 contains 21224 members 
Mstep: Class 15 contains 11470 members 
Mstep: Class 16 contains 32688 members 
Mstep: Class 17 contains 4498 members 
Mstep: Class 18 contains 5837 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 5381 members 
Mstep: Class 23 contains 15756 members 
Entering Unmasked Estep 
Score: -48195072.000000 Penalty: 44035.703125
Splitting cluster 3 changes total score from -48193768.000000 to -48195072.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (7771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Entering Unmasked Estep 
Score: -954050.625000 Penalty: 1455.699951
	Iteration 0F: 2 clusters Score -954050.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -948297.062500 Penalty: 2911.399902
	Iteration 0F: 3 clusters Score -948297.1 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -950319.750000 Penalty: 2911.399902
	Iteration 1F: 3 clusters Score -950319.8 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -950777.375000 Penalty: 2911.399902
	Iteration 2F: 3 clusters Score -950777.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -951162.375000 Penalty: 2911.399902
	Iteration 3F: 3 clusters Score -951162.4 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -951634.375000 Penalty: 2911.399902
	Iteration 4F: 3 clusters Score -951634.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -952276.687500 Penalty: 2911.399902
	Iteration 5F: 3 clusters Score -952276.7 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -953254.375000 Penalty: 2911.399902
	Iteration 6F: 3 clusters Score -953254.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -954476.187500 Penalty: 2911.399902
	Iteration 7F: 3 clusters Score -954476.2 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -955657.562500 Penalty: 2911.399902
	Iteration 8F: 3 clusters Score -955657.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -956272.562500 Penalty: 2911.399902
	Iteration 9Q: 3 clusters Score -956272.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -956452.000000 Penalty: 2911.399902
	Iteration 10Q: 3 clusters Score -956452 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -956491.500000 Penalty: 2911.399902
	Iteration 11Q: 3 clusters Score -956491.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -956499.937500 Penalty: 2911.399902
	Iteration 12Q: 3 clusters Score -956499.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -956502.437500 Penalty: 2911.399902
	Iteration 13Q: 3 clusters Score -956502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -956504.812500 Penalty: 2911.399902
	Iteration 14Q: 3 clusters Score -956504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -956505.937500 Penalty: 2911.399902
	Iteration 15Q: 3 clusters Score -956505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -956505.875000 Penalty: 2911.399902
	Iteration 16Q: 3 clusters Score -956505.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -956505.875000 Penalty: 2911.399902
	Iteration 17F: 3 clusters Score -956505.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 10100 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 80595 members 
Mstep: Class 7 contains 21107 members 
Mstep: Class 8 contains 59703 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 5146 members 
Mstep: Class 12 contains 11321 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 14 contains 21224 members 
Mstep: Class 15 contains 11470 members 
Mstep: Class 16 contains 32688 members 
Mstep: Class 17 contains 4498 members 
Mstep: Class 18 contains 5837 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 5381 members 
Mstep: Class 23 contains 15756 members 
Entering Unmasked Estep 
Score: -48196900.000000 Penalty: 46132.640625
Splitting cluster 5 changes total score from -48193768.000000 to -48196900.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (80595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80595 members 
Entering Unmasked Estep 
Score: -9947486.000000 Penalty: 1835.793579
	Iteration 0F: 2 clusters Score -9947486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -9895348.000000 Penalty: 3671.587158
	Iteration 0F: 3 clusters Score -9895348 nChanged 38292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -9917734.000000 Penalty: 3671.587158
	Iteration 1F: 3 clusters Score -9917734 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -9918618.000000 Penalty: 3671.587158
	Iteration 2Q: 3 clusters Score -9918618 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -9919849.000000 Penalty: 3671.587158
	Iteration 3Q: 3 clusters Score -9919849 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -9922093.000000 Penalty: 3671.587158
	Iteration 4F: 3 clusters Score -9922093 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -9926112.000000 Penalty: 3671.587158
	Iteration 5F: 3 clusters Score -9926112 nChanged 6779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56848 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -9932152.000000 Penalty: 3671.587158
	Iteration 6F: 3 clusters Score -9932152 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61576 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -9939265.000000 Penalty: 3671.587158
	Iteration 7F: 3 clusters Score -9939265 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65054 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -9945137.000000 Penalty: 3671.587158
	Iteration 8F: 3 clusters Score -9945137 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -9948722.000000 Penalty: 3671.587158
	Iteration 9Q: 3 clusters Score -9948722 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68073 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -9950419.000000 Penalty: 3671.587158
	Iteration 10Q: 3 clusters Score -9950419 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68875 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -9951393.000000 Penalty: 3671.587158
	Iteration 11Q: 3 clusters Score -9951393 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69478 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -9951873.000000 Penalty: 3671.587158
	Iteration 12Q: 3 clusters Score -9951873 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69950 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -9952050.000000 Penalty: 3671.587158
	Iteration 13Q: 3 clusters Score -9952050 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -9952153.000000 Penalty: 3671.587158
	Iteration 14Q: 3 clusters Score -9952153 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -9952225.000000 Penalty: 3671.587158
	Iteration 15Q: 3 clusters Score -9952225 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -9952276.000000 Penalty: 3671.587158
	Iteration 16Q: 3 clusters Score -9952276 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70955 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -9952270.000000 Penalty: 3671.587158
	Iteration 17Q: 3 clusters Score -9952270 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71117 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -9952292.000000 Penalty: 3671.587158
	Iteration 18Q: 3 clusters Score -9952292 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71256 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -9952293.000000 Penalty: 3671.587158
	Iteration 19Q: 3 clusters Score -9952293 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71373 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -9952255.000000 Penalty: 3671.587158
	Iteration 20F: 3 clusters Score -9952255 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71468 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -9952270.000000 Penalty: 3671.587158
	Iteration 21Q: 3 clusters Score -9952270 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71554 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -9952280.000000 Penalty: 3671.587158
	Iteration 22Q: 3 clusters Score -9952280 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71613 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -9952295.000000 Penalty: 3671.587158
	Iteration 23Q: 3 clusters Score -9952295 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71664 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -9952291.000000 Penalty: 3671.587158
	Iteration 24Q: 3 clusters Score -9952291 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71699 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -9952276.000000 Penalty: 3671.587158
	Iteration 25Q: 3 clusters Score -9952276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -9952275.000000 Penalty: 3671.587158
	Iteration 26Q: 3 clusters Score -9952275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71751 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -9952269.000000 Penalty: 3671.587158
	Iteration 27Q: 3 clusters Score -9952269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71770 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -9952266.000000 Penalty: 3671.587158
	Iteration 28Q: 3 clusters Score -9952266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71779 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -9952273.000000 Penalty: 3671.587158
	Iteration 29Q: 3 clusters Score -9952273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71784 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -9952272.000000 Penalty: 3671.587158
	Iteration 30Q: 3 clusters Score -9952272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -9952266.000000 Penalty: 3671.587158
	Iteration 31Q: 3 clusters Score -9952266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71803 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -9952276.000000 Penalty: 3671.587158
	Iteration 32Q: 3 clusters Score -9952276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71812 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -9952272.000000 Penalty: 3671.587158
	Iteration 33Q: 3 clusters Score -9952272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71821 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -9952275.000000 Penalty: 3671.587158
	Iteration 34Q: 3 clusters Score -9952275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -9952277.000000 Penalty: 3671.587158
	Iteration 35Q: 3 clusters Score -9952277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71833 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -9952278.000000 Penalty: 3671.587158
	Iteration 36Q: 3 clusters Score -9952278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71841 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -9952277.000000 Penalty: 3671.587158
	Iteration 37Q: 3 clusters Score -9952277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71850 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -9952269.000000 Penalty: 3671.587158
	Iteration 38Q: 3 clusters Score -9952269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71853 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -9952280.000000 Penalty: 3671.587158
	Iteration 39Q: 3 clusters Score -9952280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -9952278.000000 Penalty: 3671.587158
	Iteration 40F: 3 clusters Score -9952278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -9952283.000000 Penalty: 3671.587158
	Iteration 41Q: 3 clusters Score -9952283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71861 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -9952283.000000 Penalty: 3671.587158
	Iteration 42Q: 3 clusters Score -9952283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -9952291.000000 Penalty: 3671.587158
	Iteration 43Q: 3 clusters Score -9952291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71863 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -9952294.000000 Penalty: 3671.587158
	Iteration 44Q: 3 clusters Score -9952294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71865 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -9952292.000000 Penalty: 3671.587158
	Iteration 45Q: 3 clusters Score -9952292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71866 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -9952285.000000 Penalty: 3671.587158
	Iteration 46Q: 3 clusters Score -9952285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71867 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -9952291.000000 Penalty: 3671.587158
	Iteration 47Q: 3 clusters Score -9952291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -9952288.000000 Penalty: 3671.587158
	Iteration 48Q: 3 clusters Score -9952288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71869 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -9952288.000000 Penalty: 3671.587158
	Iteration 49F: 3 clusters Score -9952288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 10100 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 71869 members 
Mstep: Class 7 contains 21107 members 
Mstep: Class 8 contains 59703 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 5146 members 
Mstep: Class 12 contains 11321 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 14 contains 21224 members 
Mstep: Class 15 contains 11470 members 
Mstep: Class 16 contains 32688 members 
Mstep: Class 17 contains 4498 members 
Mstep: Class 18 contains 5837 members 
Mstep: Class 19 contains 8726 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 5381 members 
Mstep: Class 23 contains 15756 members 
Entering Unmasked Estep 
Score: -48201540.000000 Penalty: 48229.578125
Splitting cluster 6 changes total score from -48193768.000000 to -48201540.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 7 (21107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Entering Unmasked Estep 
Score: -2573600.000000 Penalty: 1618.071045
	Iteration 0F: 2 clusters Score -2573600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2559281.500000 Penalty: 3236.142090
	Iteration 0F: 3 clusters Score -2559282 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2566041.500000 Penalty: 3236.142090
	Iteration 1F: 3 clusters Score -2566042 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2568897.500000 Penalty: 3236.142090
	Iteration 2F: 3 clusters Score -2568898 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2572156.500000 Penalty: 3236.142090
	Iteration 3F: 3 clusters Score -2572156 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -2574816.000000 Penalty: 3236.142090
	Iteration 4F: 3 clusters Score -2574816 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2576094.750000 Penalty: 3236.142090
	Iteration 5F: 3 clusters Score -2576095 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2576585.000000 Penalty: 3236.142090
	Iteration 6Q: 3 clusters Score -2576585 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -2576823.250000 Penalty: 3236.142090
	Iteration 7Q: 3 clusters Score -2576823 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2576984.250000 Penalty: 3236.142090
	Iteration 8Q: 3 clusters Score -2576984 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -2577155.000000 Penalty: 3236.142090
	Iteration 9Q: 3 clusters Score -2577155 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2577332.250000 Penalty: 3236.142090
	Iteration 10Q: 3 clusters Score -2577332 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2577566.750000 Penalty: 3236.142090
	Iteration 11Q: 3 clusters Score -2577567 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2577773.500000 Penalty: 3236.142090
	Iteration 12Q: 3 clusters Score -2577774 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2577888.250000 Penalty: 3236.142090
	Iteration 13Q: 3 clusters Score -2577888 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2577944.750000 Penalty: 3236.142090
	Iteration 14Q: 3 clusters Score -2577945 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2577967.000000 Penalty: 3236.142090
	Iteration 15Q: 3 clusters Score -2577967 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2577980.500000 Penalty: 3236.142090
	Iteration 16Q: 3 clusters Score -2577980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2577996.500000 Penalty: 3236.142090
	Iteration 17Q: 3 clusters Score -2577996 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2578007.000000 Penalty: 3236.142090
	Iteration 18Q: 3 clusters Score -2578007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2578011.250000 Penalty: 3236.142090
	Iteration 19Q: 3 clusters Score -2578011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2578019.500000 Penalty: 3236.142090
	Iteration 20F: 3 clusters Score -2578020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2578028.750000 Penalty: 3236.142090
	Iteration 21Q: 3 clusters Score -2578029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2578031.500000 Penalty: 3236.142090
	Iteration 22Q: 3 clusters Score -2578032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2578035.250000 Penalty: 3236.142090
	Iteration 23Q: 3 clusters Score -2578035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2578047.250000 Penalty: 3236.142090
	Iteration 24Q: 3 clusters Score -2578047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2578051.000000 Penalty: 3236.142090
	Iteration 25Q: 3 clusters Score -2578051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2578066.250000 Penalty: 3236.142090
	Iteration 26Q: 3 clusters Score -2578066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2578102.750000 Penalty: 3236.142090
	Iteration 27Q: 3 clusters Score -2578103 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2578160.750000 Penalty: 3236.142090
	Iteration 28Q: 3 clusters Score -2578161 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2578220.250000 Penalty: 3236.142090
	Iteration 29Q: 3 clusters Score -2578220 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2578263.750000 Penalty: 3236.142090
	Iteration 30Q: 3 clusters Score -2578264 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2578286.500000 Penalty: 3236.142090
	Iteration 31Q: 3 clusters Score -2578286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2578303.750000 Penalty: 3236.142090
	Iteration 32Q: 3 clusters Score -2578304 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2578309.000000 Penalty: 3236.142090
	Iteration 33Q: 3 clusters Score -2578309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2578324.000000 Penalty: 3236.142090
	Iteration 34Q: 3 clusters Score -2578324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2578332.250000 Penalty: 3236.142090
	Iteration 35Q: 3 clusters Score -2578332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2578332.250000 Penalty: 3236.142090
	Iteration 36Q: 3 clusters Score -2578332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2578331.000000 Penalty: 3236.142090
	Iteration 37Q: 3 clusters Score -2578331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2578331.000000 Penalty: 3236.142090
	Iteration 38Q: 3 clusters Score -2578331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2578328.750000 Penalty: 3236.142090
	Iteration 39Q: 3 clusters Score -2578329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2578332.500000 Penalty: 3236.142090
	Iteration 40F: 3 clusters Score -2578332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2578331.500000 Penalty: 3236.142090
	Iteration 41Q: 3 clusters Score -2578332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2578334.000000 Penalty: 3236.142090
	Iteration 42Q: 3 clusters Score -2578334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2578334.500000 Penalty: 3236.142090
	Iteration 43Q: 3 clusters Score -2578334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2578332.000000 Penalty: 3236.142090
	Iteration 44Q: 3 clusters Score -2578332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2578332.250000 Penalty: 3236.142090
	Iteration 45Q: 3 clusters Score -2578332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2578331.000000 Penalty: 3236.142090
	Iteration 46Q: 3 clusters Score -2578331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2578331.250000 Penalty: 3236.142090
	Iteration 47Q: 3 clusters Score -2578331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2578329.000000 Penalty: 3236.142090
	Iteration 48Q: 3 clusters Score -2578329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2578327.500000 Penalty: 3236.142090
	Iteration 49Q: 3 clusters Score -2578328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2578327.500000 Penalty: 3236.142090
	Iteration 50F: 3 clusters Score -2578328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 10100 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 71869 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 59703 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 5146 members 
Mstep: Class 12 contains 11321 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 14 contains 21224 members 
Mstep: Class 15 contains 11470 members 
Mstep: Class 16 contains 32688 members 
Mstep: Class 17 contains 4498 members 
Mstep: Class 18 contains 5837 members 
Mstep: Class 19 contains 8726 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 5381 members 
Mstep: Class 23 contains 15756 members 
Mstep: Class 24 contains 17893 members 
Entering Unmasked Estep 
Score: -48206032.000000 Penalty: 50326.515625
Splitting cluster 7 changes total score from -48193768.000000 to -48206032.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 8 (59703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59703 members 
Entering Unmasked Estep 
Score: -7359370.500000 Penalty: 1787.034790
	Iteration 0F: 2 clusters Score -7359370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -7320330.500000 Penalty: 3574.069580
	Iteration 0F: 3 clusters Score -7320330 nChanged 28263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -7336899.500000 Penalty: 3574.069580
	Iteration 1F: 3 clusters Score -7336900 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -7337817.500000 Penalty: 3574.069580
	Iteration 2Q: 3 clusters Score -7337818 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26530 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -7339212.000000 Penalty: 3574.069580
	Iteration 3F: 3 clusters Score -7339212 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -7341224.000000 Penalty: 3574.069580
	Iteration 4F: 3 clusters Score -7341224 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -7343711.500000 Penalty: 3574.069580
	Iteration 5F: 3 clusters Score -7343712 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -7346193.000000 Penalty: 3574.069580
	Iteration 6F: 3 clusters Score -7346193 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -7348236.500000 Penalty: 3574.069580
	Iteration 7F: 3 clusters Score -7348236 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -7349795.000000 Penalty: 3574.069580
	Iteration 8F: 3 clusters Score -7349795 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 48635 members 
Entering Unmasked Estep 
Score: -7351024.000000 Penalty: 3574.069580
	Iteration 9Q: 3 clusters Score -7351024 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 50810 members 
Entering Unmasked Estep 
Score: -7352193.000000 Penalty: 3574.069580
	Iteration 10Q: 3 clusters Score -7352193 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 52692 members 
Entering Unmasked Estep 
Score: -7353338.500000 Penalty: 3574.069580
	Iteration 11Q: 3 clusters Score -7353338 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -7354453.000000 Penalty: 3574.069580
	Iteration 12Q: 3 clusters Score -7354453 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 55799 members 
Entering Unmasked Estep 
Score: -7355441.500000 Penalty: 3574.069580
	Iteration 13Q: 3 clusters Score -7355442 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -7356230.500000 Penalty: 3574.069580
	Iteration 14Q: 3 clusters Score -7356230 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 57728 members 
Entering Unmasked Estep 
Score: -7356825.000000 Penalty: 3574.069580
	Iteration 15Q: 3 clusters Score -7356825 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 58298 members 
Entering Unmasked Estep 
Score: -7357277.500000 Penalty: 3574.069580
	Iteration 16Q: 3 clusters Score -7357278 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 58624 members 
Entering Unmasked Estep 
Score: -7357515.500000 Penalty: 3574.069580
	Iteration 17Q: 3 clusters Score -7357516 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 58826 members 
Entering Unmasked Estep 
Score: -7357650.500000 Penalty: 3574.069580
	Iteration 18Q: 3 clusters Score -7357650 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 58934 members 
Entering Unmasked Estep 
Score: -7357741.000000 Penalty: 3574.069580
	Iteration 19Q: 3 clusters Score -7357741 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 59017 members 
Entering Unmasked Estep 
Score: -7357805.500000 Penalty: 3574.069580
	Iteration 20F: 3 clusters Score -7357806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -7357853.000000 Penalty: 3574.069580
	Iteration 21Q: 3 clusters Score -7357853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 59108 members 
Entering Unmasked Estep 
Score: -7357901.000000 Penalty: 3574.069580
	Iteration 22Q: 3 clusters Score -7357901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -7357924.500000 Penalty: 3574.069580
	Iteration 23Q: 3 clusters Score -7357924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 59157 members 
Entering Unmasked Estep 
Score: -7357959.500000 Penalty: 3574.069580
	Iteration 24Q: 3 clusters Score -7357960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -7357983.000000 Penalty: 3574.069580
	Iteration 25Q: 3 clusters Score -7357983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -7357991.500000 Penalty: 3574.069580
	Iteration 26Q: 3 clusters Score -7357992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 59184 members 
Entering Unmasked Estep 
Score: -7358012.000000 Penalty: 3574.069580
	Iteration 27Q: 3 clusters Score -7358012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 59187 members 
Entering Unmasked Estep 
Score: -7358027.000000 Penalty: 3574.069580
	Iteration 28Q: 3 clusters Score -7358027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 59195 members 
Entering Unmasked Estep 
Score: -7358032.000000 Penalty: 3574.069580
	Iteration 29Q: 3 clusters Score -7358032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 59195 members 
Entering Unmasked Estep 
Score: -7358038.000000 Penalty: 3574.069580
	Iteration 30Q: 3 clusters Score -7358038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -7358034.500000 Penalty: 3574.069580
	Iteration 31Q: 3 clusters Score -7358034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -7358037.000000 Penalty: 3574.069580
	Iteration 32Q: 3 clusters Score -7358037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -7358045.000000 Penalty: 3574.069580
	Iteration 33Q: 3 clusters Score -7358045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -7358050.500000 Penalty: 3574.069580
	Iteration 34Q: 3 clusters Score -7358050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -7358055.000000 Penalty: 3574.069580
	Iteration 35Q: 3 clusters Score -7358055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -7358057.000000 Penalty: 3574.069580
	Iteration 36Q: 3 clusters Score -7358057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 59203 members 
Entering Unmasked Estep 
Score: -7358062.500000 Penalty: 3574.069580
	Iteration 37Q: 3 clusters Score -7358062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -7358067.500000 Penalty: 3574.069580
	Iteration 38Q: 3 clusters Score -7358068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -7358069.000000 Penalty: 3574.069580
	Iteration 39Q: 3 clusters Score -7358069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -7358069.000000 Penalty: 3574.069580
	Iteration 40F: 3 clusters Score -7358069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Entering Unmasked Estep 
Score: -415061.531250 Penalty: 1319.885376
	Iteration 0F: 2 clusters Score -415061.5 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 1723 members 
Entering Unmasked Estep 
Score: -412141.031250 Penalty: 2639.770752
	Iteration 0F: 3 clusters Score -412141 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -412894.187500 Penalty: 2639.770752
	Iteration 1F: 3 clusters Score -412894.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -413055.781250 Penalty: 2639.770752
	Iteration 2F: 3 clusters Score -413055.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -413133.562500 Penalty: 2639.770752
	Iteration 3Q: 3 clusters Score -413133.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -413191.031250 Penalty: 2639.770752
	Iteration 4Q: 3 clusters Score -413191 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -413239.156250 Penalty: 2639.770752
	Iteration 5Q: 3 clusters Score -413239.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -413280.468750 Penalty: 2639.770752
	Iteration 6Q: 3 clusters Score -413280.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -413312.781250 Penalty: 2639.770752
	Iteration 7Q: 3 clusters Score -413312.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -413346.812500 Penalty: 2639.770752
	Iteration 8Q: 3 clusters Score -413346.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -413373.062500 Penalty: 2639.770752
	Iteration 9Q: 3 clusters Score -413373.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -413394.500000 Penalty: 2639.770752
	Iteration 10Q: 3 clusters Score -413394.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -413414.937500 Penalty: 2639.770752
	Iteration 11Q: 3 clusters Score -413414.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -413438.281250 Penalty: 2639.770752
	Iteration 12Q: 3 clusters Score -413438.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -413455.062500 Penalty: 2639.770752
	Iteration 13Q: 3 clusters Score -413455.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -413471.968750 Penalty: 2639.770752
	Iteration 14Q: 3 clusters Score -413472 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -413489.718750 Penalty: 2639.770752
	Iteration 15Q: 3 clusters Score -413489.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -413511.843750 Penalty: 2639.770752
	Iteration 16Q: 3 clusters Score -413511.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -413531.968750 Penalty: 2639.770752
	Iteration 17Q: 3 clusters Score -413532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -413560.625000 Penalty: 2639.770752
	Iteration 18Q: 3 clusters Score -413560.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -413580.468750 Penalty: 2639.770752
	Iteration 19Q: 3 clusters Score -413580.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -413602.312500 Penalty: 2639.770752
	Iteration 20F: 3 clusters Score -413602.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -413633.312500 Penalty: 2639.770752
	Iteration 21Q: 3 clusters Score -413633.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -413663.875000 Penalty: 2639.770752
	Iteration 22Q: 3 clusters Score -413663.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -413693.781250 Penalty: 2639.770752
	Iteration 23Q: 3 clusters Score -413693.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -413725.218750 Penalty: 2639.770752
	Iteration 24Q: 3 clusters Score -413725.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -413757.468750 Penalty: 2639.770752
	Iteration 25Q: 3 clusters Score -413757.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -413785.468750 Penalty: 2639.770752
	Iteration 26Q: 3 clusters Score -413785.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -413808.187500 Penalty: 2639.770752
	Iteration 27Q: 3 clusters Score -413808.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -413824.875000 Penalty: 2639.770752
	Iteration 28Q: 3 clusters Score -413824.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -413838.937500 Penalty: 2639.770752
	Iteration 29Q: 3 clusters Score -413838.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -413850.031250 Penalty: 2639.770752
	Iteration 30Q: 3 clusters Score -413850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -413861.937500 Penalty: 2639.770752
	Iteration 31Q: 3 clusters Score -413861.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -413876.656250 Penalty: 2639.770752
	Iteration 32Q: 3 clusters Score -413876.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -413889.343750 Penalty: 2639.770752
	Iteration 33Q: 3 clusters Score -413889.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -413900.906250 Penalty: 2639.770752
	Iteration 34Q: 3 clusters Score -413900.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -413911.812500 Penalty: 2639.770752
	Iteration 35Q: 3 clusters Score -413911.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -413915.156250 Penalty: 2639.770752
	Iteration 36Q: 3 clusters Score -413915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -413917.968750 Penalty: 2639.770752
	Iteration 37Q: 3 clusters Score -413918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -413919.281250 Penalty: 2639.770752
	Iteration 38Q: 3 clusters Score -413919.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -413922.625000 Penalty: 2639.770752
	Iteration 39Q: 3 clusters Score -413922.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -413925.281250 Penalty: 2639.770752
	Iteration 40F: 3 clusters Score -413925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -413925.187500 Penalty: 2639.770752
	Iteration 41Q: 3 clusters Score -413925.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -413925.187500 Penalty: 2639.770752
	Iteration 42F: 3 clusters Score -413925.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -559068.187500 Penalty: 1380.595093
	Iteration 0F: 2 clusters Score -559068.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -555130.937500 Penalty: 2761.190186
	Iteration 0F: 3 clusters Score -555130.9 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -556466.000000 Penalty: 2761.190186
	Iteration 1F: 3 clusters Score -556466 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -556801.687500 Penalty: 2761.190186
	Iteration 2F: 3 clusters Score -556801.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -557058.000000 Penalty: 2761.190186
	Iteration 3F: 3 clusters Score -557058 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -557252.250000 Penalty: 2761.190186
	Iteration 4F: 3 clusters Score -557252.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -557390.062500 Penalty: 2761.190186
	Iteration 5Q: 3 clusters Score -557390.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -557513.875000 Penalty: 2761.190186
	Iteration 6Q: 3 clusters Score -557513.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -557643.312500 Penalty: 2761.190186
	Iteration 7Q: 3 clusters Score -557643.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -557759.500000 Penalty: 2761.190186
	Iteration 8Q: 3 clusters Score -557759.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -557851.750000 Penalty: 2761.190186
	Iteration 9Q: 3 clusters Score -557851.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -557925.812500 Penalty: 2761.190186
	Iteration 10Q: 3 clusters Score -557925.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -557974.187500 Penalty: 2761.190186
	Iteration 11Q: 3 clusters Score -557974.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -558020.562500 Penalty: 2761.190186
	Iteration 12Q: 3 clusters Score -558020.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -558065.062500 Penalty: 2761.190186
	Iteration 13Q: 3 clusters Score -558065.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -558105.187500 Penalty: 2761.190186
	Iteration 14Q: 3 clusters Score -558105.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -558129.125000 Penalty: 2761.190186
	Iteration 15Q: 3 clusters Score -558129.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -558145.312500 Penalty: 2761.190186
	Iteration 16Q: 3 clusters Score -558145.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -558156.875000 Penalty: 2761.190186
	Iteration 17Q: 3 clusters Score -558156.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -558170.000000 Penalty: 2761.190186
	Iteration 18Q: 3 clusters Score -558170 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -558183.937500 Penalty: 2761.190186
	Iteration 19Q: 3 clusters Score -558183.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -558194.375000 Penalty: 2761.190186
	Iteration 20F: 3 clusters Score -558194.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -558206.000000 Penalty: 2761.190186
	Iteration 21Q: 3 clusters Score -558206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -558213.000000 Penalty: 2761.190186
	Iteration 22Q: 3 clusters Score -558213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -558215.437500 Penalty: 2761.190186
	Iteration 23Q: 3 clusters Score -558215.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -558217.312500 Penalty: 2761.190186
	Iteration 24Q: 3 clusters Score -558217.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -558219.625000 Penalty: 2761.190186
	Iteration 25Q: 3 clusters Score -558219.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -558219.812500 Penalty: 2761.190186
	Iteration 26Q: 3 clusters Score -558219.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -558221.312500 Penalty: 2761.190186
	Iteration 27Q: 3 clusters Score -558221.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -558223.875000 Penalty: 2761.190186
	Iteration 28Q: 3 clusters Score -558223.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -558225.812500 Penalty: 2761.190186
	Iteration 29Q: 3 clusters Score -558225.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -558227.687500 Penalty: 2761.190186
	Iteration 30Q: 3 clusters Score -558227.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -558228.812500 Penalty: 2761.190186
	Iteration 31Q: 3 clusters Score -558228.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -558232.375000 Penalty: 2761.190186
	Iteration 32Q: 3 clusters Score -558232.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -558234.500000 Penalty: 2761.190186
	Iteration 33Q: 3 clusters Score -558234.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -558237.750000 Penalty: 2761.190186
	Iteration 34Q: 3 clusters Score -558237.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -558240.187500 Penalty: 2761.190186
	Iteration 35Q: 3 clusters Score -558240.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -558242.562500 Penalty: 2761.190186
	Iteration 36Q: 3 clusters Score -558242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -558242.625000 Penalty: 2761.190186
	Iteration 37Q: 3 clusters Score -558242.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -558242.812500 Penalty: 2761.190186
	Iteration 38Q: 3 clusters Score -558242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -558243.687500 Penalty: 2761.190186
	Iteration 39Q: 3 clusters Score -558243.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -558243.625000 Penalty: 2761.190186
	Iteration 40F: 3 clusters Score -558243.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Entering Unmasked Estep 
Score: -621522.875000 Penalty: 1388.720947
	Iteration 0F: 2 clusters Score -621522.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -617462.000000 Penalty: 2777.441895
	Iteration 0F: 3 clusters Score -617462 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -618612.750000 Penalty: 2777.441895
	Iteration 1F: 3 clusters Score -618612.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -618835.937500 Penalty: 2777.441895
	Iteration 2F: 3 clusters Score -618835.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -619060.375000 Penalty: 2777.441895
	Iteration 3F: 3 clusters Score -619060.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -619356.625000 Penalty: 2777.441895
	Iteration 4F: 3 clusters Score -619356.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -619756.625000 Penalty: 2777.441895
	Iteration 5F: 3 clusters Score -619756.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -620297.375000 Penalty: 2777.441895
	Iteration 6F: 3 clusters Score -620297.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -620993.375000 Penalty: 2777.441895
	Iteration 7F: 3 clusters Score -620993.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -621804.312500 Penalty: 2777.441895
	Iteration 8F: 3 clusters Score -621804.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -622882.625000 Penalty: 2777.441895
	Iteration 9F: 3 clusters Score -622882.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -624671.812500 Penalty: 2777.441895
	Iteration 10F: 3 clusters Score -624671.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -627178.625000 Penalty: 2777.441895
	Iteration 11F: 3 clusters Score -627178.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -627359.750000 Penalty: 2777.441895
	Iteration 12Q: 3 clusters Score -627359.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -627419.812500 Penalty: 2777.441895
	Iteration 13Q: 3 clusters Score -627419.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -627458.937500 Penalty: 2777.441895
	Iteration 14Q: 3 clusters Score -627458.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -627498.937500 Penalty: 2777.441895
	Iteration 15Q: 3 clusters Score -627498.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -627529.875000 Penalty: 2777.441895
	Iteration 16Q: 3 clusters Score -627529.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -627539.625000 Penalty: 2777.441895
	Iteration 17Q: 3 clusters Score -627539.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -627540.812500 Penalty: 2777.441895
	Iteration 18Q: 3 clusters Score -627540.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -627548.750000 Penalty: 2777.441895
	Iteration 19F: 3 clusters Score -627548.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -627551.937500 Penalty: 2777.441895
	Iteration 20F: 3 clusters Score -627551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -627551.750000 Penalty: 2777.441895
	Iteration 21Q: 3 clusters Score -627551.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -627553.250000 Penalty: 2777.441895
	Iteration 22Q: 3 clusters Score -627553.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -627555.187500 Penalty: 2777.441895
	Iteration 23Q: 3 clusters Score -627555.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -627556.125000 Penalty: 2777.441895
	Iteration 24Q: 3 clusters Score -627556.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -627556.125000 Penalty: 2777.441895
	Iteration 25F: 3 clusters Score -627556.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 10100 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 71869 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 59703 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 11321 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 14 contains 21224 members 
Mstep: Class 15 contains 11470 members 
Mstep: Class 16 contains 32688 members 
Mstep: Class 17 contains 4498 members 
Mstep: Class 18 contains 5837 members 
Mstep: Class 19 contains 8726 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 5381 members 
Mstep: Class 23 contains 15756 members 
Mstep: Class 24 contains 17893 members 
Mstep: Class 25 contains 2045 members 
Entering Unmasked Estep 
Score: -48211404.000000 Penalty: 52423.453125
Splitting cluster 11 changes total score from -48193768.000000 to -48211404.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (11321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Entering Unmasked Estep 
Score: -1373082.125000 Penalty: 1516.842407
	Iteration 0F: 2 clusters Score -1373082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1365089.375000 Penalty: 3033.684814
	Iteration 0F: 3 clusters Score -1365089 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1367929.000000 Penalty: 3033.684814
	Iteration 1F: 3 clusters Score -1367929 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1368524.875000 Penalty: 3033.684814
	Iteration 2F: 3 clusters Score -1368525 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1369414.750000 Penalty: 3033.684814
	Iteration 3F: 3 clusters Score -1369415 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1370684.625000 Penalty: 3033.684814
	Iteration 4F: 3 clusters Score -1370685 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1371995.625000 Penalty: 3033.684814
	Iteration 5F: 3 clusters Score -1371996 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1372959.000000 Penalty: 3033.684814
	Iteration 6F: 3 clusters Score -1372959 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1373506.875000 Penalty: 3033.684814
	Iteration 7Q: 3 clusters Score -1373507 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1373713.875000 Penalty: 3033.684814
	Iteration 8Q: 3 clusters Score -1373714 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1373806.375000 Penalty: 3033.684814
	Iteration 9Q: 3 clusters Score -1373806 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1373847.125000 Penalty: 3033.684814
	Iteration 10Q: 3 clusters Score -1373847 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1373870.500000 Penalty: 3033.684814
	Iteration 11Q: 3 clusters Score -1373870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1373880.625000 Penalty: 3033.684814
	Iteration 12Q: 3 clusters Score -1373881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1373886.250000 Penalty: 3033.684814
	Iteration 13Q: 3 clusters Score -1373886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1373898.875000 Penalty: 3033.684814
	Iteration 14Q: 3 clusters Score -1373899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1373902.750000 Penalty: 3033.684814
	Iteration 15Q: 3 clusters Score -1373903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1373904.625000 Penalty: 3033.684814
	Iteration 16Q: 3 clusters Score -1373905 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1373909.125000 Penalty: 3033.684814
	Iteration 17Q: 3 clusters Score -1373909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1373911.000000 Penalty: 3033.684814
	Iteration 18Q: 3 clusters Score -1373911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1373913.250000 Penalty: 3033.684814
	Iteration 19Q: 3 clusters Score -1373913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1373915.500000 Penalty: 3033.684814
	Iteration 20F: 3 clusters Score -1373916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1373923.125000 Penalty: 3033.684814
	Iteration 21Q: 3 clusters Score -1373923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1373923.250000 Penalty: 3033.684814
	Iteration 22Q: 3 clusters Score -1373923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1373924.125000 Penalty: 3033.684814
	Iteration 23Q: 3 clusters Score -1373924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1373924.750000 Penalty: 3033.684814
	Iteration 24Q: 3 clusters Score -1373925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1373925.125000 Penalty: 3033.684814
	Iteration 25Q: 3 clusters Score -1373925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1373927.125000 Penalty: 3033.684814
	Iteration 26Q: 3 clusters Score -1373927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1373930.250000 Penalty: 3033.684814
	Iteration 27Q: 3 clusters Score -1373930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1373930.375000 Penalty: 3033.684814
	Iteration 28Q: 3 clusters Score -1373930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1373930.375000 Penalty: 3033.684814
	Iteration 29F: 3 clusters Score -1373930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 10100 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 71869 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 59703 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 1402 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 14 contains 21224 members 
Mstep: Class 15 contains 11470 members 
Mstep: Class 16 contains 32688 members 
Mstep: Class 17 contains 4498 members 
Mstep: Class 18 contains 5837 members 
Mstep: Class 19 contains 8726 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 5381 members 
Mstep: Class 23 contains 15756 members 
Mstep: Class 24 contains 17893 members 
Mstep: Class 25 contains 2045 members 
Mstep: Class 26 contains 9919 members 
Entering Unmasked Estep 
Score: -48211668.000000 Penalty: 54520.390625
Splitting cluster 12 changes total score from -48193768.000000 to -48211668.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (34835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Entering Unmasked Estep 
Score: -4289752.000000 Penalty: 1699.486450
	Iteration 0F: 2 clusters Score -4289752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -4266524.500000 Penalty: 3398.972900
	Iteration 0F: 3 clusters Score -4266524 nChanged 16008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -4275953.500000 Penalty: 3398.972900
	Iteration 1F: 3 clusters Score -4275954 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -4277018.500000 Penalty: 3398.972900
	Iteration 2F: 3 clusters Score -4277018 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -4278476.500000 Penalty: 3398.972900
	Iteration 3F: 3 clusters Score -4278476 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -4280113.500000 Penalty: 3398.972900
	Iteration 4F: 3 clusters Score -4280114 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -4281672.500000 Penalty: 3398.972900
	Iteration 5F: 3 clusters Score -4281672 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -4282749.500000 Penalty: 3398.972900
	Iteration 6F: 3 clusters Score -4282750 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -4283486.500000 Penalty: 3398.972900
	Iteration 7Q: 3 clusters Score -4283486 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -4283939.500000 Penalty: 3398.972900
	Iteration 8Q: 3 clusters Score -4283940 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -4284239.500000 Penalty: 3398.972900
	Iteration 9Q: 3 clusters Score -4284240 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -4284452.000000 Penalty: 3398.972900
	Iteration 10Q: 3 clusters Score -4284452 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -4284696.500000 Penalty: 3398.972900
	Iteration 11Q: 3 clusters Score -4284696 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -4284919.000000 Penalty: 3398.972900
	Iteration 12Q: 3 clusters Score -4284919 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -4285156.000000 Penalty: 3398.972900
	Iteration 13Q: 3 clusters Score -4285156 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -4285399.000000 Penalty: 3398.972900
	Iteration 14Q: 3 clusters Score -4285399 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -4285679.000000 Penalty: 3398.972900
	Iteration 15Q: 3 clusters Score -4285679 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -4285947.000000 Penalty: 3398.972900
	Iteration 16Q: 3 clusters Score -4285947 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -4286215.500000 Penalty: 3398.972900
	Iteration 17Q: 3 clusters Score -4286216 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4286515.500000 Penalty: 3398.972900
	Iteration 18Q: 3 clusters Score -4286516 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -4286798.500000 Penalty: 3398.972900
	Iteration 19Q: 3 clusters Score -4286798 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31246 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -4287042.500000 Penalty: 3398.972900
	Iteration 20F: 3 clusters Score -4287042 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -4287299.000000 Penalty: 3398.972900
	Iteration 21Q: 3 clusters Score -4287299 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -4287547.500000 Penalty: 3398.972900
	Iteration 22Q: 3 clusters Score -4287548 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -4287722.500000 Penalty: 3398.972900
	Iteration 23Q: 3 clusters Score -4287722 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4287897.500000 Penalty: 3398.972900
	Iteration 24Q: 3 clusters Score -4287898 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4288048.500000 Penalty: 3398.972900
	Iteration 25Q: 3 clusters Score -4288048 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4288157.000000 Penalty: 3398.972900
	Iteration 26Q: 3 clusters Score -4288157 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -4288215.500000 Penalty: 3398.972900
	Iteration 27Q: 3 clusters Score -4288216 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4288267.000000 Penalty: 3398.972900
	Iteration 28Q: 3 clusters Score -4288267 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4288317.500000 Penalty: 3398.972900
	Iteration 29Q: 3 clusters Score -4288318 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -4288349.500000 Penalty: 3398.972900
	Iteration 30Q: 3 clusters Score -4288350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4288369.000000 Penalty: 3398.972900
	Iteration 31Q: 3 clusters Score -4288369 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -4288383.000000 Penalty: 3398.972900
	Iteration 32Q: 3 clusters Score -4288383 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4288399.500000 Penalty: 3398.972900
	Iteration 33Q: 3 clusters Score -4288400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4288405.000000 Penalty: 3398.972900
	Iteration 34Q: 3 clusters Score -4288405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34096 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4288420.500000 Penalty: 3398.972900
	Iteration 35Q: 3 clusters Score -4288420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4288422.000000 Penalty: 3398.972900
	Iteration 36Q: 3 clusters Score -4288422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4288418.000000 Penalty: 3398.972900
	Iteration 37Q: 3 clusters Score -4288418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -4288416.000000 Penalty: 3398.972900
	Iteration 38Q: 3 clusters Score -4288416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4288427.500000 Penalty: 3398.972900
	Iteration 39Q: 3 clusters Score -4288428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4288431.000000 Penalty: 3398.972900
	Iteration 40F: 3 clusters Score -4288431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4288432.000000 Penalty: 3398.972900
	Iteration 41Q: 3 clusters Score -4288432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4288435.500000 Penalty: 3398.972900
	Iteration 42Q: 3 clusters Score -4288436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4288434.000000 Penalty: 3398.972900
	Iteration 43Q: 3 clusters Score -4288434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4288435.500000 Penalty: 3398.972900
	Iteration 44Q: 3 clusters Score -4288436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4288435.500000 Penalty: 3398.972900
	Iteration 45F: 3 clusters Score -4288436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Entering Unmasked Estep 
Score: -2603229.250000 Penalty: 1618.969238
	Iteration 0F: 2 clusters Score -2603229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2588877.500000 Penalty: 3237.938477
	Iteration 0F: 3 clusters Score -2588878 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2594111.000000 Penalty: 3237.938477
	Iteration 1F: 3 clusters Score -2594111 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2594524.750000 Penalty: 3237.938477
	Iteration 2F: 3 clusters Score -2594525 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2594938.250000 Penalty: 3237.938477
	Iteration 3F: 3 clusters Score -2594938 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2595386.250000 Penalty: 3237.938477
	Iteration 4Q: 3 clusters Score -2595386 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2595979.250000 Penalty: 3237.938477
	Iteration 5F: 3 clusters Score -2595979 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -2596825.750000 Penalty: 3237.938477
	Iteration 6F: 3 clusters Score -2596826 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2597814.000000 Penalty: 3237.938477
	Iteration 7F: 3 clusters Score -2597814 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2598863.500000 Penalty: 3237.938477
	Iteration 8F: 3 clusters Score -2598864 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2599810.250000 Penalty: 3237.938477
	Iteration 9F: 3 clusters Score -2599810 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2600621.000000 Penalty: 3237.938477
	Iteration 10Q: 3 clusters Score -2600621 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2601147.750000 Penalty: 3237.938477
	Iteration 11Q: 3 clusters Score -2601148 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2601437.750000 Penalty: 3237.938477
	Iteration 12Q: 3 clusters Score -2601438 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -2601598.750000 Penalty: 3237.938477
	Iteration 13Q: 3 clusters Score -2601599 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2601687.000000 Penalty: 3237.938477
	Iteration 14Q: 3 clusters Score -2601687 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2601746.750000 Penalty: 3237.938477
	Iteration 15Q: 3 clusters Score -2601747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2601785.750000 Penalty: 3237.938477
	Iteration 16Q: 3 clusters Score -2601786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2601799.250000 Penalty: 3237.938477
	Iteration 17Q: 3 clusters Score -2601799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2601809.250000 Penalty: 3237.938477
	Iteration 18Q: 3 clusters Score -2601809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2601821.500000 Penalty: 3237.938477
	Iteration 19Q: 3 clusters Score -2601822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -2601821.500000 Penalty: 3237.938477
	Iteration 20F: 3 clusters Score -2601822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2601824.250000 Penalty: 3237.938477
	Iteration 21Q: 3 clusters Score -2601824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2601827.000000 Penalty: 3237.938477
	Iteration 22Q: 3 clusters Score -2601827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2601833.750000 Penalty: 3237.938477
	Iteration 23Q: 3 clusters Score -2601834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2601839.000000 Penalty: 3237.938477
	Iteration 24Q: 3 clusters Score -2601839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2601835.000000 Penalty: 3237.938477
	Iteration 25Q: 3 clusters Score -2601835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -2601838.750000 Penalty: 3237.938477
	Iteration 26Q: 3 clusters Score -2601839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2601838.750000 Penalty: 3237.938477
	Iteration 27Q: 3 clusters Score -2601839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -2601838.750000 Penalty: 3237.938477
	Iteration 28F: 3 clusters Score -2601839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Entering Unmasked Estep 
Score: -1406590.000000 Penalty: 1518.967163
	Iteration 0F: 2 clusters Score -1406590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1398410.625000 Penalty: 3037.934326
	Iteration 0F: 3 clusters Score -1398411 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1401194.500000 Penalty: 3037.934326
	Iteration 1F: 3 clusters Score -1401194 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1401536.500000 Penalty: 3037.934326
	Iteration 2F: 3 clusters Score -1401536 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1401866.125000 Penalty: 3037.934326
	Iteration 3F: 3 clusters Score -1401866 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1402195.250000 Penalty: 3037.934326
	Iteration 4F: 3 clusters Score -1402195 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1402537.625000 Penalty: 3037.934326
	Iteration 5F: 3 clusters Score -1402538 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1402901.375000 Penalty: 3037.934326
	Iteration 6F: 3 clusters Score -1402901 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1403224.000000 Penalty: 3037.934326
	Iteration 7Q: 3 clusters Score -1403224 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1403517.375000 Penalty: 3037.934326
	Iteration 8Q: 3 clusters Score -1403517 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1403795.500000 Penalty: 3037.934326
	Iteration 9Q: 3 clusters Score -1403796 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1404016.875000 Penalty: 3037.934326
	Iteration 10Q: 3 clusters Score -1404017 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1404205.875000 Penalty: 3037.934326
	Iteration 11Q: 3 clusters Score -1404206 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1404361.375000 Penalty: 3037.934326
	Iteration 12Q: 3 clusters Score -1404361 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1404473.875000 Penalty: 3037.934326
	Iteration 13Q: 3 clusters Score -1404474 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1404570.500000 Penalty: 3037.934326
	Iteration 14Q: 3 clusters Score -1404570 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1404647.500000 Penalty: 3037.934326
	Iteration 15Q: 3 clusters Score -1404648 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1404726.000000 Penalty: 3037.934326
	Iteration 16Q: 3 clusters Score -1404726 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1404810.375000 Penalty: 3037.934326
	Iteration 17Q: 3 clusters Score -1404810 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1404896.625000 Penalty: 3037.934326
	Iteration 18Q: 3 clusters Score -1404897 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1404969.500000 Penalty: 3037.934326
	Iteration 19Q: 3 clusters Score -1404970 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1405033.750000 Penalty: 3037.934326
	Iteration 20F: 3 clusters Score -1405034 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1405089.125000 Penalty: 3037.934326
	Iteration 21Q: 3 clusters Score -1405089 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1405147.125000 Penalty: 3037.934326
	Iteration 22Q: 3 clusters Score -1405147 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1405198.250000 Penalty: 3037.934326
	Iteration 23Q: 3 clusters Score -1405198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1405226.750000 Penalty: 3037.934326
	Iteration 24Q: 3 clusters Score -1405227 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1405258.000000 Penalty: 3037.934326
	Iteration 25Q: 3 clusters Score -1405258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1405284.750000 Penalty: 3037.934326
	Iteration 26Q: 3 clusters Score -1405285 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1405302.750000 Penalty: 3037.934326
	Iteration 27Q: 3 clusters Score -1405303 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1405330.750000 Penalty: 3037.934326
	Iteration 28Q: 3 clusters Score -1405331 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1405345.625000 Penalty: 3037.934326
	Iteration 29Q: 3 clusters Score -1405346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1405358.875000 Penalty: 3037.934326
	Iteration 30Q: 3 clusters Score -1405359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1405379.875000 Penalty: 3037.934326
	Iteration 31Q: 3 clusters Score -1405380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1405394.250000 Penalty: 3037.934326
	Iteration 32Q: 3 clusters Score -1405394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1405409.250000 Penalty: 3037.934326
	Iteration 33Q: 3 clusters Score -1405409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1405418.250000 Penalty: 3037.934326
	Iteration 34Q: 3 clusters Score -1405418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1405425.125000 Penalty: 3037.934326
	Iteration 35Q: 3 clusters Score -1405425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1405436.250000 Penalty: 3037.934326
	Iteration 36Q: 3 clusters Score -1405436 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1405447.500000 Penalty: 3037.934326
	Iteration 37Q: 3 clusters Score -1405448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1405451.375000 Penalty: 3037.934326
	Iteration 38Q: 3 clusters Score -1405451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1405457.125000 Penalty: 3037.934326
	Iteration 39Q: 3 clusters Score -1405457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1405464.875000 Penalty: 3037.934326
	Iteration 40F: 3 clusters Score -1405465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1405470.500000 Penalty: 3037.934326
	Iteration 41Q: 3 clusters Score -1405470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1405472.250000 Penalty: 3037.934326
	Iteration 42Q: 3 clusters Score -1405472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1405478.125000 Penalty: 3037.934326
	Iteration 43Q: 3 clusters Score -1405478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1405482.750000 Penalty: 3037.934326
	Iteration 44Q: 3 clusters Score -1405483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1405485.500000 Penalty: 3037.934326
	Iteration 45Q: 3 clusters Score -1405486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1405486.875000 Penalty: 3037.934326
	Iteration 46Q: 3 clusters Score -1405487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1405488.375000 Penalty: 3037.934326
	Iteration 47Q: 3 clusters Score -1405488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1405488.500000 Penalty: 3037.934326
	Iteration 48Q: 3 clusters Score -1405488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1405489.250000 Penalty: 3037.934326
	Iteration 49Q: 3 clusters Score -1405489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1405488.750000 Penalty: 3037.934326
	Iteration 50Q: 3 clusters Score -1405489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1405488.500000 Penalty: 3037.934326
	Iteration 51Q: 3 clusters Score -1405488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1405488.375000 Penalty: 3037.934326
	Iteration 52Q: 3 clusters Score -1405488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1405489.875000 Penalty: 3037.934326
	Iteration 53Q: 3 clusters Score -1405490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1405490.750000 Penalty: 3037.934326
	Iteration 54Q: 3 clusters Score -1405491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1405490.625000 Penalty: 3037.934326
	Iteration 55Q: 3 clusters Score -1405491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1405490.875000 Penalty: 3037.934326
	Iteration 56Q: 3 clusters Score -1405491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1405493.125000 Penalty: 3037.934326
	Iteration 57Q: 3 clusters Score -1405493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1405492.500000 Penalty: 3037.934326
	Iteration 58Q: 3 clusters Score -1405492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1405492.125000 Penalty: 3037.934326
	Iteration 59Q: 3 clusters Score -1405492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1405494.250000 Penalty: 3037.934326
	Iteration 60F: 3 clusters Score -1405494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1405492.500000 Penalty: 3037.934326
	Iteration 61Q: 3 clusters Score -1405492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1405495.500000 Penalty: 3037.934326
	Iteration 62Q: 3 clusters Score -1405496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1405495.500000 Penalty: 3037.934326
	Iteration 63F: 3 clusters Score -1405496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (32688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Entering Unmasked Estep 
Score: -4050852.500000 Penalty: 1689.148926
	Iteration 0F: 2 clusters Score -4050852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -4028731.750000 Penalty: 3378.297852
	Iteration 0F: 3 clusters Score -4028732 nChanged 15127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -4037173.500000 Penalty: 3378.297852
	Iteration 1F: 3 clusters Score -4037174 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4037827.250000 Penalty: 3378.297852
	Iteration 2F: 3 clusters Score -4037827 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -4038721.500000 Penalty: 3378.297852
	Iteration 3F: 3 clusters Score -4038722 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4040009.500000 Penalty: 3378.297852
	Iteration 4F: 3 clusters Score -4040010 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4041612.500000 Penalty: 3378.297852
	Iteration 5F: 3 clusters Score -4041612 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -4043296.750000 Penalty: 3378.297852
	Iteration 6F: 3 clusters Score -4043297 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -4044750.000000 Penalty: 3378.297852
	Iteration 7F: 3 clusters Score -4044750 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -4045870.500000 Penalty: 3378.297852
	Iteration 8F: 3 clusters Score -4045870 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -4046790.750000 Penalty: 3378.297852
	Iteration 9Q: 3 clusters Score -4046791 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -4047505.000000 Penalty: 3378.297852
	Iteration 10Q: 3 clusters Score -4047505 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4048108.500000 Penalty: 3378.297852
	Iteration 11Q: 3 clusters Score -4048108 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -4048499.250000 Penalty: 3378.297852
	Iteration 12Q: 3 clusters Score -4048499 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -4048797.500000 Penalty: 3378.297852
	Iteration 13Q: 3 clusters Score -4048798 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -4048990.000000 Penalty: 3378.297852
	Iteration 14Q: 3 clusters Score -4048990 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -4049115.000000 Penalty: 3378.297852
	Iteration 15Q: 3 clusters Score -4049115 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -4049219.250000 Penalty: 3378.297852
	Iteration 16Q: 3 clusters Score -4049219 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -4049280.500000 Penalty: 3378.297852
	Iteration 17Q: 3 clusters Score -4049280 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -4049321.000000 Penalty: 3378.297852
	Iteration 18Q: 3 clusters Score -4049321 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -4049360.000000 Penalty: 3378.297852
	Iteration 19Q: 3 clusters Score -4049360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -4049385.750000 Penalty: 3378.297852
	Iteration 20F: 3 clusters Score -4049386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -4049399.250000 Penalty: 3378.297852
	Iteration 21Q: 3 clusters Score -4049399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4049419.500000 Penalty: 3378.297852
	Iteration 22Q: 3 clusters Score -4049420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4049422.250000 Penalty: 3378.297852
	Iteration 23Q: 3 clusters Score -4049422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -4049433.500000 Penalty: 3378.297852
	Iteration 24Q: 3 clusters Score -4049434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -4049432.250000 Penalty: 3378.297852
	Iteration 25Q: 3 clusters Score -4049432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -4049437.250000 Penalty: 3378.297852
	Iteration 26Q: 3 clusters Score -4049437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -4049438.250000 Penalty: 3378.297852
	Iteration 27Q: 3 clusters Score -4049438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -4049439.500000 Penalty: 3378.297852
	Iteration 28Q: 3 clusters Score -4049440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -4049441.250000 Penalty: 3378.297852
	Iteration 29Q: 3 clusters Score -4049441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4049441.750000 Penalty: 3378.297852
	Iteration 30Q: 3 clusters Score -4049442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4049447.750000 Penalty: 3378.297852
	Iteration 31Q: 3 clusters Score -4049448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -4049447.750000 Penalty: 3378.297852
	Iteration 32Q: 3 clusters Score -4049448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4049443.750000 Penalty: 3378.297852
	Iteration 33Q: 3 clusters Score -4049444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4049445.000000 Penalty: 3378.297852
	Iteration 34Q: 3 clusters Score -4049445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4049446.500000 Penalty: 3378.297852
	Iteration 35Q: 3 clusters Score -4049446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4049446.500000 Penalty: 3378.297852
	Iteration 36F: 3 clusters Score -4049446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Entering Unmasked Estep 
Score: -547167.250000 Penalty: 1366.850586
	Iteration 0F: 2 clusters Score -547167.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -543510.062500 Penalty: 2733.701172
	Iteration 0F: 3 clusters Score -543510.1 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -544541.875000 Penalty: 2733.701172
	Iteration 1F: 3 clusters Score -544541.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -544721.437500 Penalty: 2733.701172
	Iteration 2F: 3 clusters Score -544721.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -544866.250000 Penalty: 2733.701172
	Iteration 3F: 3 clusters Score -544866.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -544997.687500 Penalty: 2733.701172
	Iteration 4Q: 3 clusters Score -544997.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -545109.000000 Penalty: 2733.701172
	Iteration 5Q: 3 clusters Score -545109 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -545218.875000 Penalty: 2733.701172
	Iteration 6Q: 3 clusters Score -545218.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -545312.000000 Penalty: 2733.701172
	Iteration 7Q: 3 clusters Score -545312 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -545401.375000 Penalty: 2733.701172
	Iteration 8Q: 3 clusters Score -545401.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -545493.375000 Penalty: 2733.701172
	Iteration 9Q: 3 clusters Score -545493.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -545585.750000 Penalty: 2733.701172
	Iteration 10Q: 3 clusters Score -545585.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -545668.750000 Penalty: 2733.701172
	Iteration 11Q: 3 clusters Score -545668.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -545756.062500 Penalty: 2733.701172
	Iteration 12Q: 3 clusters Score -545756.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -545908.375000 Penalty: 2733.701172
	Iteration 13Q: 3 clusters Score -545908.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -546115.125000 Penalty: 2733.701172
	Iteration 14Q: 3 clusters Score -546115.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -546289.250000 Penalty: 2733.701172
	Iteration 15Q: 3 clusters Score -546289.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -546393.625000 Penalty: 2733.701172
	Iteration 16Q: 3 clusters Score -546393.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -546496.687500 Penalty: 2733.701172
	Iteration 17Q: 3 clusters Score -546496.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -546590.125000 Penalty: 2733.701172
	Iteration 18Q: 3 clusters Score -546590.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -546659.000000 Penalty: 2733.701172
	Iteration 19Q: 3 clusters Score -546659 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -546711.125000 Penalty: 2733.701172
	Iteration 20F: 3 clusters Score -546711.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -546761.625000 Penalty: 2733.701172
	Iteration 21Q: 3 clusters Score -546761.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -546828.000000 Penalty: 2733.701172
	Iteration 22Q: 3 clusters Score -546828 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -546884.062500 Penalty: 2733.701172
	Iteration 23Q: 3 clusters Score -546884.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -546950.687500 Penalty: 2733.701172
	Iteration 24Q: 3 clusters Score -546950.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -547022.812500 Penalty: 2733.701172
	Iteration 25Q: 3 clusters Score -547022.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -547101.562500 Penalty: 2733.701172
	Iteration 26Q: 3 clusters Score -547101.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -547160.187500 Penalty: 2733.701172
	Iteration 27Q: 3 clusters Score -547160.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -547199.812500 Penalty: 2733.701172
	Iteration 28Q: 3 clusters Score -547199.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -547230.312500 Penalty: 2733.701172
	Iteration 29Q: 3 clusters Score -547230.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -547260.125000 Penalty: 2733.701172
	Iteration 30Q: 3 clusters Score -547260.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -547298.000000 Penalty: 2733.701172
	Iteration 31Q: 3 clusters Score -547298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -547328.750000 Penalty: 2733.701172
	Iteration 32Q: 3 clusters Score -547328.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -547366.875000 Penalty: 2733.701172
	Iteration 33Q: 3 clusters Score -547366.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -547410.250000 Penalty: 2733.701172
	Iteration 34Q: 3 clusters Score -547410.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -547461.062500 Penalty: 2733.701172
	Iteration 35Q: 3 clusters Score -547461.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -547531.437500 Penalty: 2733.701172
	Iteration 36Q: 3 clusters Score -547531.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -547580.937500 Penalty: 2733.701172
	Iteration 37Q: 3 clusters Score -547580.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -547613.812500 Penalty: 2733.701172
	Iteration 38Q: 3 clusters Score -547613.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -547637.062500 Penalty: 2733.701172
	Iteration 39Q: 3 clusters Score -547637.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -547652.312500 Penalty: 2733.701172
	Iteration 40F: 3 clusters Score -547652.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -547664.937500 Penalty: 2733.701172
	Iteration 41Q: 3 clusters Score -547664.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -547682.687500 Penalty: 2733.701172
	Iteration 42Q: 3 clusters Score -547682.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -547687.562500 Penalty: 2733.701172
	Iteration 43Q: 3 clusters Score -547687.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -547692.375000 Penalty: 2733.701172
	Iteration 44Q: 3 clusters Score -547692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -547695.250000 Penalty: 2733.701172
	Iteration 45Q: 3 clusters Score -547695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -547697.875000 Penalty: 2733.701172
	Iteration 46Q: 3 clusters Score -547697.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -547699.500000 Penalty: 2733.701172
	Iteration 47Q: 3 clusters Score -547699.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -547699.375000 Penalty: 2733.701172
	Iteration 48Q: 3 clusters Score -547699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -547701.562500 Penalty: 2733.701172
	Iteration 49Q: 3 clusters Score -547701.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -547702.062500 Penalty: 2733.701172
	Iteration 50Q: 3 clusters Score -547702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -547703.437500 Penalty: 2733.701172
	Iteration 51Q: 3 clusters Score -547703.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -547703.437500 Penalty: 2733.701172
	Iteration 52F: 3 clusters Score -547703.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 10100 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 71869 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 59703 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 1402 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 14 contains 21224 members 
Mstep: Class 15 contains 11470 members 
Mstep: Class 16 contains 32688 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 18 contains 5837 members 
Mstep: Class 19 contains 8726 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 5381 members 
Mstep: Class 23 contains 15756 members 
Mstep: Class 24 contains 17893 members 
Mstep: Class 25 contains 2045 members 
Mstep: Class 26 contains 9919 members 
Mstep: Class 27 contains 3373 members 
Entering Unmasked Estep 
Score: -48211412.000000 Penalty: 56617.332031
Splitting cluster 17 changes total score from -48193768.000000 to -48211412.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (5837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Entering Unmasked Estep 
Score: -692823.437500 Penalty: 1409.195435
	Iteration 0F: 2 clusters Score -692823.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -688431.562500 Penalty: 2818.390869
	Iteration 0F: 3 clusters Score -688431.6 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -690206.812500 Penalty: 2818.390869
	Iteration 1F: 3 clusters Score -690206.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -691210.437500 Penalty: 2818.390869
	Iteration 2F: 3 clusters Score -691210.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -692410.312500 Penalty: 2818.390869
	Iteration 3F: 3 clusters Score -692410.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -693465.625000 Penalty: 2818.390869
	Iteration 4F: 3 clusters Score -693465.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -693936.687500 Penalty: 2818.390869
	Iteration 5F: 3 clusters Score -693936.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -694129.875000 Penalty: 2818.390869
	Iteration 6Q: 3 clusters Score -694129.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -694227.375000 Penalty: 2818.390869
	Iteration 7Q: 3 clusters Score -694227.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -694276.562500 Penalty: 2818.390869
	Iteration 8Q: 3 clusters Score -694276.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -694308.562500 Penalty: 2818.390869
	Iteration 9Q: 3 clusters Score -694308.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -694335.750000 Penalty: 2818.390869
	Iteration 10Q: 3 clusters Score -694335.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -694351.500000 Penalty: 2818.390869
	Iteration 11Q: 3 clusters Score -694351.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -694355.375000 Penalty: 2818.390869
	Iteration 12Q: 3 clusters Score -694355.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -694364.562500 Penalty: 2818.390869
	Iteration 13Q: 3 clusters Score -694364.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -694364.812500 Penalty: 2818.390869
	Iteration 14Q: 3 clusters Score -694364.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -694364.875000 Penalty: 2818.390869
	Iteration 15Q: 3 clusters Score -694364.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -694366.375000 Penalty: 2818.390869
	Iteration 16Q: 3 clusters Score -694366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -694367.312500 Penalty: 2818.390869
	Iteration 17Q: 3 clusters Score -694367.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -694367.312500 Penalty: 2818.390869
	Iteration 18F: 3 clusters Score -694367.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 10100 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 71869 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 59703 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 1402 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 14 contains 21224 members 
Mstep: Class 15 contains 11470 members 
Mstep: Class 16 contains 32688 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 8726 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 5381 members 
Mstep: Class 23 contains 15756 members 
Mstep: Class 24 contains 17893 members 
Mstep: Class 25 contains 2045 members 
Mstep: Class 26 contains 9919 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 4086 members 
Entering Unmasked Estep 
Score: -48212160.000000 Penalty: 58714.269531
Splitting cluster 18 changes total score from -48193768.000000 to -48212160.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (53593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53593 members 
Entering Unmasked Estep 
Score: -6578517.000000 Penalty: 1769.490723
	Iteration 0F: 2 clusters Score -6578517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -6542944.000000 Penalty: 3538.981445
	Iteration 0F: 3 clusters Score -6542944 nChanged 25067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -6557592.000000 Penalty: 3538.981445
	Iteration 1F: 3 clusters Score -6557592 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -6558579.500000 Penalty: 3538.981445
	Iteration 2Q: 3 clusters Score -6558580 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -6560257.000000 Penalty: 3538.981445
	Iteration 3F: 3 clusters Score -6560257 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 35373 members 
Entering Unmasked Estep 
Score: -6562805.500000 Penalty: 3538.981445
	Iteration 4F: 3 clusters Score -6562806 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 38700 members 
Entering Unmasked Estep 
Score: -6565980.500000 Penalty: 3538.981445
	Iteration 5F: 3 clusters Score -6565980 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -6569027.000000 Penalty: 3538.981445
	Iteration 6F: 3 clusters Score -6569027 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
Score: -6571512.500000 Penalty: 3538.981445
	Iteration 7F: 3 clusters Score -6571512 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -6573222.500000 Penalty: 3538.981445
	Iteration 8Q: 3 clusters Score -6573222 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -6574482.500000 Penalty: 3538.981445
	Iteration 9Q: 3 clusters Score -6574482 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -6575385.000000 Penalty: 3538.981445
	Iteration 10Q: 3 clusters Score -6575385 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -6576046.000000 Penalty: 3538.981445
	Iteration 11Q: 3 clusters Score -6576046 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -6576427.000000 Penalty: 3538.981445
	Iteration 12Q: 3 clusters Score -6576427 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 52247 members 
Entering Unmasked Estep 
Score: -6576690.000000 Penalty: 3538.981445
	Iteration 13Q: 3 clusters Score -6576690 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -6576874.500000 Penalty: 3538.981445
	Iteration 14Q: 3 clusters Score -6576874 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 52599 members 
Entering Unmasked Estep 
Score: -6576971.500000 Penalty: 3538.981445
	Iteration 15Q: 3 clusters Score -6576972 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 52670 members 
Entering Unmasked Estep 
Score: -6577064.500000 Penalty: 3538.981445
	Iteration 16Q: 3 clusters Score -6577064 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -6577132.500000 Penalty: 3538.981445
	Iteration 17Q: 3 clusters Score -6577132 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -6577193.000000 Penalty: 3538.981445
	Iteration 18Q: 3 clusters Score -6577193 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -6577224.000000 Penalty: 3538.981445
	Iteration 19Q: 3 clusters Score -6577224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 52784 members 
Entering Unmasked Estep 
Score: -6577249.000000 Penalty: 3538.981445
	Iteration 20F: 3 clusters Score -6577249 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -6577290.000000 Penalty: 3538.981445
	Iteration 21Q: 3 clusters Score -6577290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -6577305.000000 Penalty: 3538.981445
	Iteration 22Q: 3 clusters Score -6577305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -6577330.500000 Penalty: 3538.981445
	Iteration 23Q: 3 clusters Score -6577330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -6577358.500000 Penalty: 3538.981445
	Iteration 24Q: 3 clusters Score -6577358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -6577378.000000 Penalty: 3538.981445
	Iteration 25Q: 3 clusters Score -6577378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -6577395.500000 Penalty: 3538.981445
	Iteration 26Q: 3 clusters Score -6577396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 52818 members 
Entering Unmasked Estep 
Score: -6577408.000000 Penalty: 3538.981445
	Iteration 27Q: 3 clusters Score -6577408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 52824 members 
Entering Unmasked Estep 
Score: -6577418.000000 Penalty: 3538.981445
	Iteration 28Q: 3 clusters Score -6577418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -6577431.000000 Penalty: 3538.981445
	Iteration 29Q: 3 clusters Score -6577431 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
Score: -6577443.500000 Penalty: 3538.981445
	Iteration 30Q: 3 clusters Score -6577444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 52832 members 
Entering Unmasked Estep 
Score: -6577451.000000 Penalty: 3538.981445
	Iteration 31Q: 3 clusters Score -6577451 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 52830 members 
Entering Unmasked Estep 
Score: -6577453.500000 Penalty: 3538.981445
	Iteration 32Q: 3 clusters Score -6577454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -6577452.000000 Penalty: 3538.981445
	Iteration 33Q: 3 clusters Score -6577452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -6577462.000000 Penalty: 3538.981445
	Iteration 34Q: 3 clusters Score -6577462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -6577462.000000 Penalty: 3538.981445
	Iteration 35Q: 3 clusters Score -6577462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -6577472.500000 Penalty: 3538.981445
	Iteration 36Q: 3 clusters Score -6577472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -6577477.000000 Penalty: 3538.981445
	Iteration 37Q: 3 clusters Score -6577477 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -6577479.500000 Penalty: 3538.981445
	Iteration 38Q: 3 clusters Score -6577480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -6577486.000000 Penalty: 3538.981445
	Iteration 39Q: 3 clusters Score -6577486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -6577487.500000 Penalty: 3538.981445
	Iteration 40F: 3 clusters Score -6577488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -6577489.000000 Penalty: 3538.981445
	Iteration 41Q: 3 clusters Score -6577489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -6577488.500000 Penalty: 3538.981445
	Iteration 42Q: 3 clusters Score -6577488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -6577493.000000 Penalty: 3538.981445
	Iteration 43Q: 3 clusters Score -6577493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -6577488.000000 Penalty: 3538.981445
	Iteration 44Q: 3 clusters Score -6577488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -6577488.000000 Penalty: 3538.981445
	Iteration 45F: 3 clusters Score -6577488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Entering Unmasked Estep 
Score: -374260.562500 Penalty: 1308.187500
	Iteration 0F: 2 clusters Score -374260.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -371471.656250 Penalty: 2616.375000
	Iteration 0F: 3 clusters Score -371471.7 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -372233.375000 Penalty: 2616.375000
	Iteration 1F: 3 clusters Score -372233.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -372462.875000 Penalty: 2616.375000
	Iteration 2F: 3 clusters Score -372462.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -372654.562500 Penalty: 2616.375000
	Iteration 3F: 3 clusters Score -372654.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -372844.437500 Penalty: 2616.375000
	Iteration 4F: 3 clusters Score -372844.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -373028.968750 Penalty: 2616.375000
	Iteration 5F: 3 clusters Score -373029 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -373163.375000 Penalty: 2616.375000
	Iteration 6F: 3 clusters Score -373163.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -373269.750000 Penalty: 2616.375000
	Iteration 7Q: 3 clusters Score -373269.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -373353.968750 Penalty: 2616.375000
	Iteration 8Q: 3 clusters Score -373354 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -373435.312500 Penalty: 2616.375000
	Iteration 9Q: 3 clusters Score -373435.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -373486.000000 Penalty: 2616.375000
	Iteration 10Q: 3 clusters Score -373486 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -373525.093750 Penalty: 2616.375000
	Iteration 11Q: 3 clusters Score -373525.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -373559.750000 Penalty: 2616.375000
	Iteration 12Q: 3 clusters Score -373559.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -373595.781250 Penalty: 2616.375000
	Iteration 13Q: 3 clusters Score -373595.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -373622.625000 Penalty: 2616.375000
	Iteration 14Q: 3 clusters Score -373622.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -373642.687500 Penalty: 2616.375000
	Iteration 15Q: 3 clusters Score -373642.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -373655.343750 Penalty: 2616.375000
	Iteration 16Q: 3 clusters Score -373655.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -373665.218750 Penalty: 2616.375000
	Iteration 17Q: 3 clusters Score -373665.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -373673.031250 Penalty: 2616.375000
	Iteration 18Q: 3 clusters Score -373673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -373677.218750 Penalty: 2616.375000
	Iteration 19Q: 3 clusters Score -373677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -373679.062500 Penalty: 2616.375000
	Iteration 20F: 3 clusters Score -373679.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -373682.437500 Penalty: 2616.375000
	Iteration 21Q: 3 clusters Score -373682.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -373684.718750 Penalty: 2616.375000
	Iteration 22Q: 3 clusters Score -373684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -373686.312500 Penalty: 2616.375000
	Iteration 23Q: 3 clusters Score -373686.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -373688.500000 Penalty: 2616.375000
	Iteration 24Q: 3 clusters Score -373688.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -373689.968750 Penalty: 2616.375000
	Iteration 25Q: 3 clusters Score -373690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -373692.218750 Penalty: 2616.375000
	Iteration 26Q: 3 clusters Score -373692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -373695.250000 Penalty: 2616.375000
	Iteration 27Q: 3 clusters Score -373695.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -373697.718750 Penalty: 2616.375000
	Iteration 28Q: 3 clusters Score -373697.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -373700.062500 Penalty: 2616.375000
	Iteration 29Q: 3 clusters Score -373700.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -373702.906250 Penalty: 2616.375000
	Iteration 30Q: 3 clusters Score -373702.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -373704.968750 Penalty: 2616.375000
	Iteration 31Q: 3 clusters Score -373705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -373710.750000 Penalty: 2616.375000
	Iteration 32Q: 3 clusters Score -373710.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -373713.937500 Penalty: 2616.375000
	Iteration 33Q: 3 clusters Score -373713.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -373715.687500 Penalty: 2616.375000
	Iteration 34Q: 3 clusters Score -373715.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -373717.437500 Penalty: 2616.375000
	Iteration 35Q: 3 clusters Score -373717.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -373719.687500 Penalty: 2616.375000
	Iteration 36Q: 3 clusters Score -373719.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -373722.468750 Penalty: 2616.375000
	Iteration 37Q: 3 clusters Score -373722.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -373722.937500 Penalty: 2616.375000
	Iteration 38Q: 3 clusters Score -373722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -373725.375000 Penalty: 2616.375000
	Iteration 39Q: 3 clusters Score -373725.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -373726.656250 Penalty: 2616.375000
	Iteration 40F: 3 clusters Score -373726.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -373729.156250 Penalty: 2616.375000
	Iteration 41Q: 3 clusters Score -373729.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -373732.843750 Penalty: 2616.375000
	Iteration 42Q: 3 clusters Score -373732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -373734.718750 Penalty: 2616.375000
	Iteration 43Q: 3 clusters Score -373734.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -373735.812500 Penalty: 2616.375000
	Iteration 44Q: 3 clusters Score -373735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -373738.531250 Penalty: 2616.375000
	Iteration 45Q: 3 clusters Score -373738.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -373741.562500 Penalty: 2616.375000
	Iteration 46Q: 3 clusters Score -373741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -373745.468750 Penalty: 2616.375000
	Iteration 47Q: 3 clusters Score -373745.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -373748.687500 Penalty: 2616.375000
	Iteration 48Q: 3 clusters Score -373748.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -373750.875000 Penalty: 2616.375000
	Iteration 49Q: 3 clusters Score -373750.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -373756.500000 Penalty: 2616.375000
	Iteration 50Q: 3 clusters Score -373756.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -373759.531250 Penalty: 2616.375000
	Iteration 51Q: 3 clusters Score -373759.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -373762.500000 Penalty: 2616.375000
	Iteration 52Q: 3 clusters Score -373762.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -373765.437500 Penalty: 2616.375000
	Iteration 53Q: 3 clusters Score -373765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -373765.906250 Penalty: 2616.375000
	Iteration 54Q: 3 clusters Score -373765.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -373767.281250 Penalty: 2616.375000
	Iteration 55Q: 3 clusters Score -373767.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -373766.812500 Penalty: 2616.375000
	Iteration 56Q: 3 clusters Score -373766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -373769.093750 Penalty: 2616.375000
	Iteration 57Q: 3 clusters Score -373769.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -373769.093750 Penalty: 2616.375000
	Iteration 58F: 3 clusters Score -373769.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Entering Unmasked Estep 
Score: -627417.375000 Penalty: 1395.977295
	Iteration 0F: 2 clusters Score -627417.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -623318.250000 Penalty: 2791.954590
	Iteration 0F: 3 clusters Score -623318.2 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -624956.875000 Penalty: 2791.954590
	Iteration 1F: 3 clusters Score -624956.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -625946.937500 Penalty: 2791.954590
	Iteration 2F: 3 clusters Score -625946.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -627113.875000 Penalty: 2791.954590
	Iteration 3F: 3 clusters Score -627113.9 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -628302.312500 Penalty: 2791.954590
	Iteration 4F: 3 clusters Score -628302.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -629034.625000 Penalty: 2791.954590
	Iteration 5F: 3 clusters Score -629034.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -629485.937500 Penalty: 2791.954590
	Iteration 6F: 3 clusters Score -629485.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -629761.687500 Penalty: 2791.954590
	Iteration 7Q: 3 clusters Score -629761.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -629884.250000 Penalty: 2791.954590
	Iteration 8Q: 3 clusters Score -629884.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -629979.500000 Penalty: 2791.954590
	Iteration 9Q: 3 clusters Score -629979.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -630015.000000 Penalty: 2791.954590
	Iteration 10Q: 3 clusters Score -630015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -630027.812500 Penalty: 2791.954590
	Iteration 11Q: 3 clusters Score -630027.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -630033.500000 Penalty: 2791.954590
	Iteration 12Q: 3 clusters Score -630033.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -630036.562500 Penalty: 2791.954590
	Iteration 13Q: 3 clusters Score -630036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -630038.812500 Penalty: 2791.954590
	Iteration 14Q: 3 clusters Score -630038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -630038.812500 Penalty: 2791.954590
	Iteration 15F: 3 clusters Score -630038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 10100 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 71869 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 59703 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 1402 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 14 contains 21224 members 
Mstep: Class 15 contains 11470 members 
Mstep: Class 16 contains 32688 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 8726 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 15756 members 
Mstep: Class 24 contains 17893 members 
Mstep: Class 25 contains 2045 members 
Mstep: Class 26 contains 9919 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 4086 members 
Mstep: Class 29 contains 966 members 
Entering Unmasked Estep 
Score: -48213972.000000 Penalty: 60811.207031
Splitting cluster 22 changes total score from -48193768.000000 to -48213972.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 23 (15756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Entering Unmasked Estep 
Score: -1973108.000000 Penalty: 1570.558594
	Iteration 0F: 2 clusters Score -1973108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1962189.625000 Penalty: 3141.117188
	Iteration 0F: 3 clusters Score -1962190 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1966659.625000 Penalty: 3141.117188
	Iteration 1F: 3 clusters Score -1966660 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -1968226.250000 Penalty: 3141.117188
	Iteration 2F: 3 clusters Score -1968226 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1969087.250000 Penalty: 3141.117188
	Iteration 3F: 3 clusters Score -1969087 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1969865.750000 Penalty: 3141.117188
	Iteration 4F: 3 clusters Score -1969866 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1970733.750000 Penalty: 3141.117188
	Iteration 5F: 3 clusters Score -1970734 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1971597.625000 Penalty: 3141.117188
	Iteration 6F: 3 clusters Score -1971598 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1972487.125000 Penalty: 3141.117188
	Iteration 7F: 3 clusters Score -1972487 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1973277.000000 Penalty: 3141.117188
	Iteration 8F: 3 clusters Score -1973277 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1973896.625000 Penalty: 3141.117188
	Iteration 9F: 3 clusters Score -1973897 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1974423.875000 Penalty: 3141.117188
	Iteration 10Q: 3 clusters Score -1974424 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1974894.625000 Penalty: 3141.117188
	Iteration 11Q: 3 clusters Score -1974895 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1975313.625000 Penalty: 3141.117188
	Iteration 12Q: 3 clusters Score -1975314 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1975715.875000 Penalty: 3141.117188
	Iteration 13Q: 3 clusters Score -1975716 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1976054.750000 Penalty: 3141.117188
	Iteration 14Q: 3 clusters Score -1976055 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1976173.375000 Penalty: 3141.117188
	Iteration 15Q: 3 clusters Score -1976173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1976221.125000 Penalty: 3141.117188
	Iteration 16Q: 3 clusters Score -1976221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1976244.125000 Penalty: 3141.117188
	Iteration 17Q: 3 clusters Score -1976244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1976250.500000 Penalty: 3141.117188
	Iteration 18Q: 3 clusters Score -1976250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1976256.250000 Penalty: 3141.117188
	Iteration 19Q: 3 clusters Score -1976256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1976257.625000 Penalty: 3141.117188
	Iteration 20F: 3 clusters Score -1976258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1976265.125000 Penalty: 3141.117188
	Iteration 21Q: 3 clusters Score -1976265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1976263.625000 Penalty: 3141.117188
	Iteration 22Q: 3 clusters Score -1976264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1976263.625000 Penalty: 3141.117188
	Iteration 23F: 3 clusters Score -1976264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 10100 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 4 contains 2448 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 71869 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 59703 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 1402 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 14 contains 21224 members 
Mstep: Class 15 contains 11470 members 
Mstep: Class 16 contains 32688 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 8726 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 14802 members 
Mstep: Class 24 contains 17893 members 
Mstep: Class 25 contains 2045 members 
Mstep: Class 26 contains 9919 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 4086 members 
Mstep: Class 29 contains 966 members 
Mstep: Class 30 contains 954 members 
Entering Unmasked Estep 
Score: -48216584.000000 Penalty: 62908.144531
Splitting cluster 23 changes total score from -48193768.000000 to -48216584.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 3 contains 1385 members 
Mstep: Class 5 contains 5323 members 
Mstep: Class 6 contains 71869 members 
Mstep: Class 7 contains 3214 members 
Mstep: Class 8 contains 59703 members 
Mstep: Class 9 contains 3369 members 
Mstep: Class 10 contains 4895 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 1402 members 
Mstep: Class 13 contains 34835 members 
Mstep: Class 14 contains 21224 members 
Mstep: Class 15 contains 11470 members 
Mstep: Class 16 contains 32688 members 
Mstep: Class 17 contains 1125 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 20 contains 53593 members 
Mstep: Class 21 contains 3135 members 
Mstep: Class 22 contains 4415 members 
Mstep: Class 23 contains 14802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48221952.000000 Penalty: 62908.144531
Iteration 39Q: 31 clusters Score -4.822195e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 9826 members 
Mstep: Class 3 contains 1496 members 
Mstep: Class 4 contains 2374 members 
Mstep: Class 5 contains 5386 members 
Mstep: Class 6 contains 72325 members 
Mstep: Class 7 contains 3354 members 
Mstep: Class 8 contains 60302 members 
Mstep: Class 9 contains 3368 members 
Mstep: Class 10 contains 5011 members 
Mstep: Class 11 contains 3118 members 
Mstep: Class 12 contains 1469 members 
Mstep: Class 13 contains 34992 members 
Mstep: Class 14 contains 20831 members 
Mstep: Class 15 contains 11544 members 
Mstep: Class 16 contains 33042 members 
Mstep: Class 17 contains 1188 members 
Mstep: Class 18 contains 1747 members 
Mstep: Class 19 contains 8927 members 
Mstep: Class 20 contains 53150 members 
Mstep: Class 21 contains 3195 members 
Mstep: Class 22 contains 4419 members 
Mstep: Class 23 contains 14764 members 
Mstep: Class 24 contains 17317 members 
Mstep: Class 25 contains 2009 members 
Mstep: Class 26 contains 9510 members 
Mstep: Class 27 contains 3273 members 
Mstep: Class 28 contains 4046 members 
Mstep: Class 29 contains 941 members 
Mstep: Class 30 contains 919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48227624.000000 Penalty: 62908.144531
Iteration 40F: 31 clusters Score -4.822762e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 10569 members 
Mstep: Class 3 contains 1580 members 
Mstep: Class 4 contains 2723 members 
Mstep: Class 5 contains 5409 members 
Mstep: Class 6 contains 72009 members 
Mstep: Class 7 contains 3476 members 
Mstep: Class 8 contains 60291 members 
Mstep: Class 9 contains 3480 members 
Mstep: Class 10 contains 4720 members 
Mstep: Class 11 contains 3111 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 34814 members 
Mstep: Class 14 contains 20165 members 
Mstep: Class 15 contains 11544 members 
Mstep: Class 16 contains 33106 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 9012 members 
Mstep: Class 20 contains 52552 members 
Mstep: Class 21 contains 3200 members 
Mstep: Class 22 contains 4269 members 
Mstep: Class 23 contains 14703 members 
Mstep: Class 24 contains 17606 members 
Mstep: Class 25 contains 2193 members 
Mstep: Class 26 contains 9411 members 
Mstep: Class 27 contains 3323 members 
Mstep: Class 28 contains 4272 members 
Mstep: Class 29 contains 945 members 
Mstep: Class 30 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48230664.000000 Penalty: 62908.144531
Iteration 41Q: 31 clusters Score -4.823066e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 11081 members 
Mstep: Class 3 contains 1641 members 
Mstep: Class 4 contains 2925 members 
Mstep: Class 5 contains 5419 members 
Mstep: Class 6 contains 71842 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 60381 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 4594 members 
Mstep: Class 11 contains 3107 members 
Mstep: Class 12 contains 1552 members 
Mstep: Class 13 contains 34728 members 
Mstep: Class 14 contains 19517 members 
Mstep: Class 15 contains 11610 members 
Mstep: Class 16 contains 33295 members 
Mstep: Class 17 contains 1194 members 
Mstep: Class 18 contains 1668 members 
Mstep: Class 19 contains 9087 members 
Mstep: Class 20 contains 52028 members 
Mstep: Class 21 contains 3210 members 
Mstep: Class 22 contains 4191 members 
Mstep: Class 23 contains 14687 members 
Mstep: Class 24 contains 17713 members 
Mstep: Class 25 contains 2253 members 
Mstep: Class 26 contains 9286 members 
Mstep: Class 27 contains 3326 members 
Mstep: Class 28 contains 4421 members 
Mstep: Class 29 contains 951 members 
Mstep: Class 30 contains 1162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48231620.000000 Penalty: 62908.144531
Iteration 42Q: 31 clusters Score -4.823162e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 11437 members 
Mstep: Class 3 contains 1701 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 5 contains 5426 members 
Mstep: Class 6 contains 71739 members 
Mstep: Class 7 contains 3705 members 
Mstep: Class 8 contains 60488 members 
Mstep: Class 9 contains 3681 members 
Mstep: Class 10 contains 4502 members 
Mstep: Class 11 contains 3105 members 
Mstep: Class 12 contains 1583 members 
Mstep: Class 13 contains 34685 members 
Mstep: Class 14 contains 18886 members 
Mstep: Class 15 contains 11688 members 
Mstep: Class 16 contains 33561 members 
Mstep: Class 17 contains 1193 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 9157 members 
Mstep: Class 20 contains 51557 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 22 contains 4148 members 
Mstep: Class 23 contains 14684 members 
Mstep: Class 24 contains 17771 members 
Mstep: Class 25 contains 2279 members 
Mstep: Class 26 contains 9188 members 
Mstep: Class 27 contains 3335 members 
Mstep: Class 28 contains 4539 members 
Mstep: Class 29 contains 958 members 
Mstep: Class 30 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48232660.000000 Penalty: 62908.144531
Iteration 43Q: 31 clusters Score -4.823266e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 11720 members 
Mstep: Class 3 contains 1742 members 
Mstep: Class 4 contains 3156 members 
Mstep: Class 5 contains 5430 members 
Mstep: Class 6 contains 71669 members 
Mstep: Class 7 contains 3797 members 
Mstep: Class 8 contains 60576 members 
Mstep: Class 9 contains 3788 members 
Mstep: Class 10 contains 4440 members 
Mstep: Class 11 contains 3105 members 
Mstep: Class 12 contains 1619 members 
Mstep: Class 13 contains 34634 members 
Mstep: Class 14 contains 18248 members 
Mstep: Class 15 contains 11763 members 
Mstep: Class 16 contains 33886 members 
Mstep: Class 17 contains 1193 members 
Mstep: Class 18 contains 1685 members 
Mstep: Class 19 contains 9226 members 
Mstep: Class 20 contains 51147 members 
Mstep: Class 21 contains 3209 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 14681 members 
Mstep: Class 24 contains 17829 members 
Mstep: Class 25 contains 2297 members 
Mstep: Class 26 contains 9091 members 
Mstep: Class 27 contains 3342 members 
Mstep: Class 28 contains 4646 members 
Mstep: Class 29 contains 972 members 
Mstep: Class 30 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48233556.000000 Penalty: 62908.144531
Iteration 44Q: 31 clusters Score -4.823356e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 11925 members 
Mstep: Class 3 contains 1771 members 
Mstep: Class 4 contains 3236 members 
Mstep: Class 5 contains 5433 members 
Mstep: Class 6 contains 71587 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 60629 members 
Mstep: Class 9 contains 3880 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 3106 members 
Mstep: Class 12 contains 1641 members 
Mstep: Class 13 contains 34612 members 
Mstep: Class 14 contains 17660 members 
Mstep: Class 15 contains 11883 members 
Mstep: Class 16 contains 34267 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 1699 members 
Mstep: Class 19 contains 9303 members 
Mstep: Class 20 contains 50750 members 
Mstep: Class 21 contains 3213 members 
Mstep: Class 22 contains 4072 members 
Mstep: Class 23 contains 14684 members 
Mstep: Class 24 contains 17884 members 
Mstep: Class 25 contains 2307 members 
Mstep: Class 26 contains 9010 members 
Mstep: Class 27 contains 3353 members 
Mstep: Class 28 contains 4734 members 
Mstep: Class 29 contains 987 members 
Mstep: Class 30 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48234108.000000 Penalty: 62908.144531
Iteration 45Q: 31 clusters Score -4.823411e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 12116 members 
Mstep: Class 3 contains 1795 members 
Mstep: Class 4 contains 3283 members 
Mstep: Class 5 contains 5440 members 
Mstep: Class 6 contains 71547 members 
Mstep: Class 7 contains 3913 members 
Mstep: Class 8 contains 60691 members 
Mstep: Class 9 contains 3938 members 
Mstep: Class 10 contains 4322 members 
Mstep: Class 11 contains 3105 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 34615 members 
Mstep: Class 14 contains 17135 members 
Mstep: Class 15 contains 11992 members 
Mstep: Class 16 contains 34626 members 
Mstep: Class 17 contains 1189 members 
Mstep: Class 18 contains 1726 members 
Mstep: Class 19 contains 9364 members 
Mstep: Class 20 contains 50408 members 
Mstep: Class 21 contains 3220 members 
Mstep: Class 22 contains 4038 members 
Mstep: Class 23 contains 14689 members 
Mstep: Class 24 contains 17930 members 
Mstep: Class 25 contains 2316 members 
Mstep: Class 26 contains 8942 members 
Mstep: Class 27 contains 3356 members 
Mstep: Class 28 contains 4782 members 
Mstep: Class 29 contains 1000 members 
Mstep: Class 30 contains 1191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48234324.000000 Penalty: 62908.144531
Iteration 46Q: 31 clusters Score -4.823432e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 12252 members 
Mstep: Class 3 contains 1810 members 
Mstep: Class 4 contains 3323 members 
Mstep: Class 5 contains 5443 members 
Mstep: Class 6 contains 71518 members 
Mstep: Class 7 contains 3974 members 
Mstep: Class 8 contains 60732 members 
Mstep: Class 9 contains 4007 members 
Mstep: Class 10 contains 4270 members 
Mstep: Class 11 contains 3103 members 
Mstep: Class 12 contains 1648 members 
Mstep: Class 13 contains 34622 members 
Mstep: Class 14 contains 16660 members 
Mstep: Class 15 contains 12109 members 
Mstep: Class 16 contains 34979 members 
Mstep: Class 17 contains 1192 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 9420 members 
Mstep: Class 20 contains 50073 members 
Mstep: Class 21 contains 3224 members 
Mstep: Class 22 contains 4013 members 
Mstep: Class 23 contains 14693 members 
Mstep: Class 24 contains 17969 members 
Mstep: Class 25 contains 2319 members 
Mstep: Class 26 contains 8897 members 
Mstep: Class 27 contains 3360 members 
Mstep: Class 28 contains 4827 members 
Mstep: Class 29 contains 1016 members 
Mstep: Class 30 contains 1193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48234880.000000 Penalty: 62908.144531
Iteration 47Q: 31 clusters Score -4.823488e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 12365 members 
Mstep: Class 3 contains 1820 members 
Mstep: Class 4 contains 3344 members 
Mstep: Class 5 contains 5444 members 
Mstep: Class 6 contains 71504 members 
Mstep: Class 7 contains 4026 members 
Mstep: Class 8 contains 60798 members 
Mstep: Class 9 contains 4058 members 
Mstep: Class 10 contains 4221 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 1644 members 
Mstep: Class 13 contains 34642 members 
Mstep: Class 14 contains 16250 members 
Mstep: Class 15 contains 12237 members 
Mstep: Class 16 contains 35288 members 
Mstep: Class 17 contains 1195 members 
Mstep: Class 18 contains 1759 members 
Mstep: Class 19 contains 9455 members 
Mstep: Class 20 contains 49755 members 
Mstep: Class 21 contains 3232 members 
Mstep: Class 22 contains 3993 members 
Mstep: Class 23 contains 14696 members 
Mstep: Class 24 contains 18010 members 
Mstep: Class 25 contains 2322 members 
Mstep: Class 26 contains 8857 members 
Mstep: Class 27 contains 3363 members 
Mstep: Class 28 contains 4861 members 
Mstep: Class 29 contains 1032 members 
Mstep: Class 30 contains 1193 members 
Entering Unmasked Estep 
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Score: -48235164.000000 Penalty: 62908.144531
Iteration 48Q: 31 clusters Score -4.823516e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 12436 members 
Mstep: Class 3 contains 1839 members 
Mstep: Class 4 contains 3355 members 
Mstep: Class 5 contains 5447 members 
Mstep: Class 6 contains 71497 members 
Mstep: Class 7 contains 4060 members 
Mstep: Class 8 contains 60839 members 
Mstep: Class 9 contains 4109 members 
Mstep: Class 10 contains 4167 members 
Mstep: Class 11 contains 3101 members 
Mstep: Class 12 contains 1641 members 
Mstep: Class 13 contains 34652 members 
Mstep: Class 14 contains 15925 members 
Mstep: Class 15 contains 12387 members 
Mstep: Class 16 contains 35540 members 
Mstep: Class 17 contains 1198 members 
Mstep: Class 18 contains 1768 members 
Mstep: Class 19 contains 9494 members 
Mstep: Class 20 contains 49473 members 
Mstep: Class 21 contains 3243 members 
Mstep: Class 22 contains 3973 members 
Mstep: Class 23 contains 14699 members 
Mstep: Class 24 contains 18037 members 
Mstep: Class 25 contains 2325 members 
Mstep: Class 26 contains 8813 members 
Mstep: Class 27 contains 3365 members 
Mstep: Class 28 contains 4902 members 
Mstep: Class 29 contains 1046 members 
Mstep: Class 30 contains 1195 members 
Entering Unmasked Estep 
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Score: -48235628.000000 Penalty: 62908.144531
Iteration 49Q: 31 clusters Score -4.823563e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 12515 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 4 contains 3373 members 
Mstep: Class 5 contains 5448 members 
Mstep: Class 6 contains 71491 members 
Mstep: Class 7 contains 4088 members 
Mstep: Class 8 contains 60854 members 
Mstep: Class 9 contains 4138 members 
Mstep: Class 10 contains 4115 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 1650 members 
Mstep: Class 13 contains 34672 members 
Mstep: Class 14 contains 15665 members 
Mstep: Class 15 contains 12516 members 
Mstep: Class 16 contains 35740 members 
Mstep: Class 17 contains 1204 members 
Mstep: Class 18 contains 1780 members 
Mstep: Class 19 contains 9545 members 
Mstep: Class 20 contains 49231 members 
Mstep: Class 21 contains 3252 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 14702 members 
Mstep: Class 24 contains 18058 members 
Mstep: Class 25 contains 2330 members 
Mstep: Class 26 contains 8768 members 
Mstep: Class 27 contains 3363 members 
Mstep: Class 28 contains 4915 members 
Mstep: Class 29 contains 1063 members 
Mstep: Class 30 contains 1197 members 
Entering Unmasked Estep 
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Score: -48235624.000000 Penalty: 62908.144531
Iteration 50Q: 31 clusters Score -4.823562e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 12586 members 
Mstep: Class 3 contains 1861 members 
Mstep: Class 4 contains 3390 members 
Mstep: Class 5 contains 5449 members 
Mstep: Class 6 contains 71486 members 
Mstep: Class 7 contains 4114 members 
Mstep: Class 8 contains 60864 members 
Mstep: Class 9 contains 4161 members 
Mstep: Class 10 contains 4062 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 34673 members 
Mstep: Class 14 contains 15429 members 
Mstep: Class 15 contains 12638 members 
Mstep: Class 16 contains 35941 members 
Mstep: Class 17 contains 1211 members 
Mstep: Class 18 contains 1792 members 
Mstep: Class 19 contains 9582 members 
Mstep: Class 20 contains 49012 members 
Mstep: Class 21 contains 3258 members 
Mstep: Class 22 contains 3943 members 
Mstep: Class 23 contains 14705 members 
Mstep: Class 24 contains 18080 members 
Mstep: Class 25 contains 2331 members 
Mstep: Class 26 contains 8731 members 
Mstep: Class 27 contains 3359 members 
Mstep: Class 28 contains 4931 members 
Mstep: Class 29 contains 1077 members 
Mstep: Class 30 contains 1200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235656.000000 Penalty: 62908.144531
Iteration 51Q: 31 clusters Score -4.823566e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 12621 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 3407 members 
Mstep: Class 5 contains 5451 members 
Mstep: Class 6 contains 71488 members 
Mstep: Class 7 contains 4138 members 
Mstep: Class 8 contains 60858 members 
Mstep: Class 9 contains 4175 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 34683 members 
Mstep: Class 14 contains 15271 members 
Mstep: Class 15 contains 12769 members 
Mstep: Class 16 contains 36073 members 
Mstep: Class 17 contains 1212 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 9620 members 
Mstep: Class 20 contains 48786 members 
Mstep: Class 21 contains 3265 members 
Mstep: Class 22 contains 3925 members 
Mstep: Class 23 contains 14707 members 
Mstep: Class 24 contains 18106 members 
Mstep: Class 25 contains 2333 members 
Mstep: Class 26 contains 8696 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 4955 members 
Mstep: Class 29 contains 1095 members 
Mstep: Class 30 contains 1201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235752.000000 Penalty: 62908.144531
Iteration 52Q: 31 clusters Score -4.823575e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 12658 members 
Mstep: Class 3 contains 1877 members 
Mstep: Class 4 contains 3427 members 
Mstep: Class 5 contains 5452 members 
Mstep: Class 6 contains 71499 members 
Mstep: Class 7 contains 4154 members 
Mstep: Class 8 contains 60834 members 
Mstep: Class 9 contains 4191 members 
Mstep: Class 10 contains 3983 members 
Mstep: Class 11 contains 3099 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 34696 members 
Mstep: Class 14 contains 15145 members 
Mstep: Class 15 contains 12878 members 
Mstep: Class 16 contains 36182 members 
Mstep: Class 17 contains 1212 members 
Mstep: Class 18 contains 1805 members 
Mstep: Class 19 contains 9654 members 
Mstep: Class 20 contains 48583 members 
Mstep: Class 21 contains 3266 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 14709 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2334 members 
Mstep: Class 26 contains 8664 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 4978 members 
Mstep: Class 29 contains 1108 members 
Mstep: Class 30 contains 1203 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 31 clusters Score -4.82359e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 12711 members 
Mstep: Class 3 contains 1888 members 
Mstep: Class 4 contains 3436 members 
Mstep: Class 5 contains 5454 members 
Mstep: Class 6 contains 71501 members 
Mstep: Class 7 contains 4168 members 
Mstep: Class 8 contains 60809 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 10 contains 3947 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 1669 members 
Mstep: Class 13 contains 34701 members 
Mstep: Class 14 contains 15026 members 
Mstep: Class 15 contains 12998 members 
Mstep: Class 16 contains 36268 members 
Mstep: Class 17 contains 1214 members 
Mstep: Class 18 contains 1812 members 
Mstep: Class 19 contains 9703 members 
Mstep: Class 20 contains 48387 members 
Mstep: Class 21 contains 3271 members 
Mstep: Class 22 contains 3898 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 18149 members 
Mstep: Class 25 contains 2335 members 
Mstep: Class 26 contains 8648 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 4998 members 
Mstep: Class 29 contains 1119 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 31 clusters Score -4.8236e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 12755 members 
Mstep: Class 3 contains 1898 members 
Mstep: Class 4 contains 3442 members 
Mstep: Class 5 contains 5455 members 
Mstep: Class 6 contains 71503 members 
Mstep: Class 7 contains 4185 members 
Mstep: Class 8 contains 60795 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 3917 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 1670 members 
Mstep: Class 13 contains 34707 members 
Mstep: Class 14 contains 14957 members 
Mstep: Class 15 contains 13105 members 
Mstep: Class 16 contains 36323 members 
Mstep: Class 17 contains 1220 members 
Mstep: Class 18 contains 1821 members 
Mstep: Class 19 contains 9737 members 
Mstep: Class 20 contains 48219 members 
Mstep: Class 21 contains 3276 members 
Mstep: Class 22 contains 3882 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 18166 members 
Mstep: Class 25 contains 2337 members 
Mstep: Class 26 contains 8631 members 
Mstep: Class 27 contains 3361 members 
Mstep: Class 28 contains 5001 members 
Mstep: Class 29 contains 1131 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236080.000000 Penalty: 62908.144531
Iteration 55Q: 31 clusters Score -4.823608e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 12785 members 
Mstep: Class 3 contains 1903 members 
Mstep: Class 4 contains 3447 members 
Mstep: Class 5 contains 5456 members 
Mstep: Class 6 contains 71493 members 
Mstep: Class 7 contains 4220 members 
Mstep: Class 8 contains 60776 members 
Mstep: Class 9 contains 4218 members 
Mstep: Class 10 contains 3902 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 1671 members 
Mstep: Class 13 contains 34713 members 
Mstep: Class 14 contains 14893 members 
Mstep: Class 15 contains 13204 members 
Mstep: Class 16 contains 36375 members 
Mstep: Class 17 contains 1225 members 
Mstep: Class 18 contains 1829 members 
Mstep: Class 19 contains 9763 members 
Mstep: Class 20 contains 48078 members 
Mstep: Class 21 contains 3279 members 
Mstep: Class 22 contains 3869 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 18175 members 
Mstep: Class 25 contains 2340 members 
Mstep: Class 26 contains 8618 members 
Mstep: Class 27 contains 3364 members 
Mstep: Class 28 contains 4996 members 
Mstep: Class 29 contains 1142 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236096.000000 Penalty: 62908.144531
Iteration 56Q: 31 clusters Score -4.82361e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 12832 members 
Mstep: Class 3 contains 1911 members 
Mstep: Class 4 contains 3451 members 
Mstep: Class 5 contains 5457 members 
Mstep: Class 6 contains 71496 members 
Mstep: Class 7 contains 4244 members 
Mstep: Class 8 contains 60754 members 
Mstep: Class 9 contains 4223 members 
Mstep: Class 10 contains 3884 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 1667 members 
Mstep: Class 13 contains 34720 members 
Mstep: Class 14 contains 14845 members 
Mstep: Class 15 contains 13298 members 
Mstep: Class 16 contains 36409 members 
Mstep: Class 17 contains 1228 members 
Mstep: Class 18 contains 1835 members 
Mstep: Class 19 contains 9782 members 
Mstep: Class 20 contains 47940 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 3859 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 18186 members 
Mstep: Class 25 contains 2342 members 
Mstep: Class 26 contains 8608 members 
Mstep: Class 27 contains 3365 members 
Mstep: Class 28 contains 4990 members 
Mstep: Class 29 contains 1151 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236268.000000 Penalty: 62908.144531
Iteration 57Q: 31 clusters Score -4.823627e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 12865 members 
Mstep: Class 3 contains 1914 members 
Mstep: Class 4 contains 3453 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 71503 members 
Mstep: Class 7 contains 4263 members 
Mstep: Class 8 contains 60734 members 
Mstep: Class 9 contains 4228 members 
Mstep: Class 10 contains 3868 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 1666 members 
Mstep: Class 13 contains 34724 members 
Mstep: Class 14 contains 14810 members 
Mstep: Class 15 contains 13399 members 
Mstep: Class 16 contains 36436 members 
Mstep: Class 17 contains 1237 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 9812 members 
Mstep: Class 20 contains 47806 members 
Mstep: Class 21 contains 3280 members 
Mstep: Class 22 contains 3846 members 
Mstep: Class 23 contains 14711 members 
Mstep: Class 24 contains 18191 members 
Mstep: Class 25 contains 2342 members 
Mstep: Class 26 contains 8589 members 
Mstep: Class 27 contains 3367 members 
Mstep: Class 28 contains 4984 members 
Mstep: Class 29 contains 1160 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236428.000000 Penalty: 62908.144531
Iteration 58Q: 31 clusters Score -4.823643e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 12875 members 
Mstep: Class 3 contains 1920 members 
Mstep: Class 4 contains 3455 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 71507 members 
Mstep: Class 7 contains 4278 members 
Mstep: Class 8 contains 60723 members 
Mstep: Class 9 contains 4238 members 
Mstep: Class 10 contains 3851 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 1669 members 
Mstep: Class 13 contains 34723 members 
Mstep: Class 14 contains 14784 members 
Mstep: Class 15 contains 13501 members 
Mstep: Class 16 contains 36455 members 
Mstep: Class 17 contains 1246 members 
Mstep: Class 18 contains 1852 members 
Mstep: Class 19 contains 9841 members 
Mstep: Class 20 contains 47678 members 
Mstep: Class 21 contains 3282 members 
Mstep: Class 22 contains 3837 members 
Mstep: Class 23 contains 14711 members 
Mstep: Class 24 contains 18189 members 
Mstep: Class 25 contains 2343 members 
Mstep: Class 26 contains 8574 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 4983 members 
Mstep: Class 29 contains 1168 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236468.000000 Penalty: 62908.144531
Iteration 59Q: 31 clusters Score -4.823647e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 12908 members 
Mstep: Class 3 contains 1924 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 71492 members 
Mstep: Class 7 contains 4298 members 
Mstep: Class 8 contains 60710 members 
Mstep: Class 9 contains 4247 members 
Mstep: Class 10 contains 3830 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 13 contains 34719 members 
Mstep: Class 14 contains 14758 members 
Mstep: Class 15 contains 13598 members 
Mstep: Class 16 contains 36467 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 1858 members 
Mstep: Class 19 contains 9861 members 
Mstep: Class 20 contains 47568 members 
Mstep: Class 21 contains 3281 members 
Mstep: Class 22 contains 3829 members 
Mstep: Class 23 contains 14711 members 
Mstep: Class 24 contains 18191 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 8558 members 
Mstep: Class 27 contains 3367 members 
Mstep: Class 28 contains 4990 members 
Mstep: Class 29 contains 1177 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 31 clusters Score -4.823665e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 12932 members 
Mstep: Class 3 contains 1938 members 
Mstep: Class 4 contains 3464 members 
Mstep: Class 5 contains 5458 members 
Mstep: Class 6 contains 71476 members 
Mstep: Class 7 contains 4311 members 
Mstep: Class 8 contains 60698 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 3808 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 1675 members 
Mstep: Class 13 contains 34705 members 
Mstep: Class 14 contains 14727 members 
Mstep: Class 15 contains 13688 members 
Mstep: Class 16 contains 36478 members 
Mstep: Class 17 contains 1251 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 19 contains 9883 members 
Mstep: Class 20 contains 47476 members 
Mstep: Class 21 contains 3281 members 
Mstep: Class 22 contains 3820 members 
Mstep: Class 23 contains 14713 members 
Mstep: Class 24 contains 18193 members 
Mstep: Class 25 contains 2345 members 
Mstep: Class 26 contains 8552 members 
Mstep: Class 27 contains 3366 members 
Mstep: Class 28 contains 4996 members 
Mstep: Class 29 contains 1185 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 31 clusters Score -4.823679e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 12964 members 
Mstep: Class 3 contains 1940 members 
Mstep: Class 4 contains 3468 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 71484 members 
Mstep: Class 7 contains 4323 members 
Mstep: Class 8 contains 60692 members 
Mstep: Class 9 contains 4276 members 
Mstep: Class 10 contains 3791 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 1680 members 
Mstep: Class 13 contains 34693 members 
Mstep: Class 14 contains 14701 members 
Mstep: Class 15 contains 13783 members 
Mstep: Class 16 contains 36487 members 
Mstep: Class 17 contains 1253 members 
Mstep: Class 18 contains 1875 members 
Mstep: Class 19 contains 9898 members 
Mstep: Class 20 contains 47355 members 
Mstep: Class 21 contains 3284 members 
Mstep: Class 22 contains 3813 members 
Mstep: Class 23 contains 14714 members 
Mstep: Class 24 contains 18193 members 
Mstep: Class 25 contains 2348 members 
Mstep: Class 26 contains 8539 members 
Mstep: Class 27 contains 3364 members 
Mstep: Class 28 contains 4990 members 
Mstep: Class 29 contains 1193 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
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Iteration 62Q: 31 clusters Score -4.823681e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 12990 members 
Mstep: Class 3 contains 1942 members 
Mstep: Class 4 contains 3474 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 71478 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 60677 members 
Mstep: Class 9 contains 4287 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 11 contains 3098 members 
Mstep: Class 12 contains 1686 members 
Mstep: Class 13 contains 34684 members 
Mstep: Class 14 contains 14680 members 
Mstep: Class 15 contains 13878 members 
Mstep: Class 16 contains 36496 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 9919 members 
Mstep: Class 20 contains 47246 members 
Mstep: Class 21 contains 3286 members 
Mstep: Class 22 contains 3801 members 
Mstep: Class 23 contains 14715 members 
Mstep: Class 24 contains 18189 members 
Mstep: Class 25 contains 2350 members 
Mstep: Class 26 contains 8530 members 
Mstep: Class 27 contains 3367 members 
Mstep: Class 28 contains 4988 members 
Mstep: Class 29 contains 1202 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
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Iteration 63Q: 31 clusters Score -4.823684e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 13023 members 
Mstep: Class 3 contains 1945 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 71487 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 60661 members 
Mstep: Class 9 contains 4295 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 34677 members 
Mstep: Class 14 contains 14655 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 36504 members 
Mstep: Class 17 contains 1259 members 
Mstep: Class 18 contains 1894 members 
Mstep: Class 19 contains 9938 members 
Mstep: Class 20 contains 47140 members 
Mstep: Class 21 contains 3287 members 
Mstep: Class 22 contains 3793 members 
Mstep: Class 23 contains 14715 members 
Mstep: Class 24 contains 18190 members 
Mstep: Class 25 contains 2349 members 
Mstep: Class 26 contains 8517 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 4983 members 
Mstep: Class 29 contains 1210 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
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Iteration 64Q: 31 clusters Score -4.823685e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 13054 members 
Mstep: Class 3 contains 1947 members 
Mstep: Class 4 contains 3478 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 71478 members 
Mstep: Class 7 contains 4352 members 
Mstep: Class 8 contains 60636 members 
Mstep: Class 9 contains 4306 members 
Mstep: Class 10 contains 3750 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 34665 members 
Mstep: Class 14 contains 14640 members 
Mstep: Class 15 contains 14040 members 
Mstep: Class 16 contains 36518 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 9956 members 
Mstep: Class 20 contains 47063 members 
Mstep: Class 21 contains 3288 members 
Mstep: Class 22 contains 3781 members 
Mstep: Class 23 contains 14718 members 
Mstep: Class 24 contains 18198 members 
Mstep: Class 25 contains 2348 members 
Mstep: Class 26 contains 8504 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 4970 members 
Mstep: Class 29 contains 1220 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
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Iteration 65Q: 31 clusters Score -4.823694e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 13089 members 
Mstep: Class 3 contains 1948 members 
Mstep: Class 4 contains 3479 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 71485 members 
Mstep: Class 7 contains 4362 members 
Mstep: Class 8 contains 60619 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 34657 members 
Mstep: Class 14 contains 14631 members 
Mstep: Class 15 contains 14095 members 
Mstep: Class 16 contains 36525 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 9971 members 
Mstep: Class 20 contains 46980 members 
Mstep: Class 21 contains 3290 members 
Mstep: Class 22 contains 3770 members 
Mstep: Class 23 contains 14720 members 
Mstep: Class 24 contains 18198 members 
Mstep: Class 25 contains 2350 members 
Mstep: Class 26 contains 8490 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 4957 members 
Mstep: Class 29 contains 1231 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236944.000000 Penalty: 62908.144531
Iteration 66Q: 31 clusters Score -4.823694e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 13117 members 
Mstep: Class 3 contains 1948 members 
Mstep: Class 4 contains 3481 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 71502 members 
Mstep: Class 7 contains 4374 members 
Mstep: Class 8 contains 60602 members 
Mstep: Class 9 contains 4324 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1692 members 
Mstep: Class 13 contains 34657 members 
Mstep: Class 14 contains 14623 members 
Mstep: Class 15 contains 14154 members 
Mstep: Class 16 contains 36536 members 
Mstep: Class 17 contains 1268 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 9979 members 
Mstep: Class 20 contains 46890 members 
Mstep: Class 21 contains 3293 members 
Mstep: Class 22 contains 3759 members 
Mstep: Class 23 contains 14720 members 
Mstep: Class 24 contains 18197 members 
Mstep: Class 25 contains 2351 members 
Mstep: Class 26 contains 8472 members 
Mstep: Class 27 contains 3373 members 
Mstep: Class 28 contains 4952 members 
Mstep: Class 29 contains 1241 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236964.000000 Penalty: 62908.144531
Iteration 67Q: 31 clusters Score -4.823696e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 13132 members 
Mstep: Class 3 contains 1950 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 71524 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 60574 members 
Mstep: Class 9 contains 4322 members 
Mstep: Class 10 contains 3721 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 34659 members 
Mstep: Class 14 contains 14609 members 
Mstep: Class 15 contains 14219 members 
Mstep: Class 16 contains 36548 members 
Mstep: Class 17 contains 1272 members 
Mstep: Class 18 contains 1936 members 
Mstep: Class 19 contains 9989 members 
Mstep: Class 20 contains 46815 members 
Mstep: Class 21 contains 3295 members 
Mstep: Class 22 contains 3747 members 
Mstep: Class 23 contains 14720 members 
Mstep: Class 24 contains 18191 members 
Mstep: Class 25 contains 2353 members 
Mstep: Class 26 contains 8461 members 
Mstep: Class 27 contains 3371 members 
Mstep: Class 28 contains 4951 members 
Mstep: Class 29 contains 1253 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236916.000000 Penalty: 62908.144531
Iteration 68Q: 31 clusters Score -4.823692e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 13152 members 
Mstep: Class 3 contains 1951 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 71544 members 
Mstep: Class 7 contains 4395 members 
Mstep: Class 8 contains 60552 members 
Mstep: Class 9 contains 4322 members 
Mstep: Class 10 contains 3705 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 34658 members 
Mstep: Class 14 contains 14603 members 
Mstep: Class 15 contains 14278 members 
Mstep: Class 16 contains 36554 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 1943 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 46751 members 
Mstep: Class 21 contains 3296 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 14721 members 
Mstep: Class 24 contains 18188 members 
Mstep: Class 25 contains 2356 members 
Mstep: Class 26 contains 8455 members 
Mstep: Class 27 contains 3371 members 
Mstep: Class 28 contains 4942 members 
Mstep: Class 29 contains 1265 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236972.000000 Penalty: 62908.144531
Iteration 69Q: 31 clusters Score -4.823697e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 13172 members 
Mstep: Class 3 contains 1949 members 
Mstep: Class 4 contains 3481 members 
Mstep: Class 5 contains 5459 members 
Mstep: Class 6 contains 71557 members 
Mstep: Class 7 contains 4405 members 
Mstep: Class 8 contains 60533 members 
Mstep: Class 9 contains 4322 members 
Mstep: Class 10 contains 3696 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1705 members 
Mstep: Class 13 contains 34662 members 
Mstep: Class 14 contains 14597 members 
Mstep: Class 15 contains 14325 members 
Mstep: Class 16 contains 36558 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 1948 members 
Mstep: Class 19 contains 9992 members 
Mstep: Class 20 contains 46700 members 
Mstep: Class 21 contains 3297 members 
Mstep: Class 22 contains 3713 members 
Mstep: Class 23 contains 14721 members 
Mstep: Class 24 contains 18189 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8448 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 4933 members 
Mstep: Class 29 contains 1286 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237004.000000 Penalty: 62908.144531
Iteration 70Q: 31 clusters Score -4.8237e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 13182 members 
Mstep: Class 3 contains 1952 members 
Mstep: Class 4 contains 3484 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 71567 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 60526 members 
Mstep: Class 9 contains 4324 members 
Mstep: Class 10 contains 3683 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34660 members 
Mstep: Class 14 contains 14589 members 
Mstep: Class 15 contains 14363 members 
Mstep: Class 16 contains 36563 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 1955 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 46641 members 
Mstep: Class 21 contains 3298 members 
Mstep: Class 22 contains 3697 members 
Mstep: Class 23 contains 14721 members 
Mstep: Class 24 contains 18188 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8447 members 
Mstep: Class 27 contains 3371 members 
Mstep: Class 28 contains 4933 members 
Mstep: Class 29 contains 1301 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237016.000000 Penalty: 62908.144531
Iteration 71Q: 31 clusters Score -4.823702e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 13200 members 
Mstep: Class 3 contains 1952 members 
Mstep: Class 4 contains 3485 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 71565 members 
Mstep: Class 7 contains 4424 members 
Mstep: Class 8 contains 60518 members 
Mstep: Class 9 contains 4322 members 
Mstep: Class 10 contains 3675 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 34663 members 
Mstep: Class 14 contains 14587 members 
Mstep: Class 15 contains 14400 members 
Mstep: Class 16 contains 36570 members 
Mstep: Class 17 contains 1286 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 9994 members 
Mstep: Class 20 contains 46597 members 
Mstep: Class 21 contains 3298 members 
Mstep: Class 22 contains 3675 members 
Mstep: Class 23 contains 14721 members 
Mstep: Class 24 contains 18186 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8447 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 4926 members 
Mstep: Class 29 contains 1323 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237072.000000 Penalty: 62908.144531
Iteration 72Q: 31 clusters Score -4.823707e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 13211 members 
Mstep: Class 3 contains 1953 members 
Mstep: Class 4 contains 3486 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71560 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 60510 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 3660 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 34666 members 
Mstep: Class 14 contains 14585 members 
Mstep: Class 15 contains 14438 members 
Mstep: Class 16 contains 36571 members 
Mstep: Class 17 contains 1289 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 9993 members 
Mstep: Class 20 contains 46551 members 
Mstep: Class 21 contains 3299 members 
Mstep: Class 22 contains 3659 members 
Mstep: Class 23 contains 14721 members 
Mstep: Class 24 contains 18187 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8448 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 4927 members 
Mstep: Class 29 contains 1340 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237060.000000 Penalty: 62908.144531
Iteration 73Q: 31 clusters Score -4.823706e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 13222 members 
Mstep: Class 3 contains 1952 members 
Mstep: Class 4 contains 3489 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71561 members 
Mstep: Class 7 contains 4455 members 
Mstep: Class 8 contains 60508 members 
Mstep: Class 9 contains 4321 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1731 members 
Mstep: Class 13 contains 34661 members 
Mstep: Class 14 contains 14584 members 
Mstep: Class 15 contains 14473 members 
Mstep: Class 16 contains 36573 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 9998 members 
Mstep: Class 20 contains 46504 members 
Mstep: Class 21 contains 3300 members 
Mstep: Class 22 contains 3647 members 
Mstep: Class 23 contains 14721 members 
Mstep: Class 24 contains 18190 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8450 members 
Mstep: Class 27 contains 3371 members 
Mstep: Class 28 contains 4926 members 
Mstep: Class 29 contains 1354 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237144.000000 Penalty: 62908.144531
Iteration 74Q: 31 clusters Score -4.823714e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 13239 members 
Mstep: Class 3 contains 1953 members 
Mstep: Class 4 contains 3490 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71558 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 60504 members 
Mstep: Class 9 contains 4323 members 
Mstep: Class 10 contains 3628 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 34664 members 
Mstep: Class 14 contains 14580 members 
Mstep: Class 15 contains 14493 members 
Mstep: Class 16 contains 36574 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 10005 members 
Mstep: Class 20 contains 46462 members 
Mstep: Class 21 contains 3300 members 
Mstep: Class 22 contains 3634 members 
Mstep: Class 23 contains 14721 members 
Mstep: Class 24 contains 18190 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8450 members 
Mstep: Class 27 contains 3371 members 
Mstep: Class 28 contains 4930 members 
Mstep: Class 29 contains 1366 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237228.000000 Penalty: 62908.144531
Iteration 75Q: 31 clusters Score -4.823723e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 13255 members 
Mstep: Class 3 contains 1952 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 71563 members 
Mstep: Class 7 contains 4498 members 
Mstep: Class 8 contains 60497 members 
Mstep: Class 9 contains 4325 members 
Mstep: Class 10 contains 3610 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 34667 members 
Mstep: Class 14 contains 14574 members 
Mstep: Class 15 contains 14518 members 
Mstep: Class 16 contains 36576 members 
Mstep: Class 17 contains 1303 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 10009 members 
Mstep: Class 20 contains 46426 members 
Mstep: Class 21 contains 3301 members 
Mstep: Class 22 contains 3621 members 
Mstep: Class 23 contains 14722 members 
Mstep: Class 24 contains 18186 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8450 members 
Mstep: Class 27 contains 3371 members 
Mstep: Class 28 contains 4933 members 
Mstep: Class 29 contains 1378 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237228.000000 Penalty: 62908.144531
Iteration 76Q: 31 clusters Score -4.823723e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 13265 members 
Mstep: Class 3 contains 1955 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 5465 members 
Mstep: Class 6 contains 71562 members 
Mstep: Class 7 contains 4522 members 
Mstep: Class 8 contains 60495 members 
Mstep: Class 9 contains 4323 members 
Mstep: Class 10 contains 3593 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 34674 members 
Mstep: Class 14 contains 14572 members 
Mstep: Class 15 contains 14547 members 
Mstep: Class 16 contains 36579 members 
Mstep: Class 17 contains 1305 members 
Mstep: Class 18 contains 1961 members 
Mstep: Class 19 contains 10009 members 
Mstep: Class 20 contains 46390 members 
Mstep: Class 21 contains 3301 members 
Mstep: Class 22 contains 3610 members 
Mstep: Class 23 contains 14724 members 
Mstep: Class 24 contains 18180 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8451 members 
Mstep: Class 27 contains 3371 members 
Mstep: Class 28 contains 4934 members 
Mstep: Class 29 contains 1389 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237244.000000 Penalty: 62908.144531
Iteration 77Q: 31 clusters Score -4.823724e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 13266 members 
Mstep: Class 3 contains 1954 members 
Mstep: Class 4 contains 3492 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 71566 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 60497 members 
Mstep: Class 9 contains 4324 members 
Mstep: Class 10 contains 3583 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 34676 members 
Mstep: Class 14 contains 14571 members 
Mstep: Class 15 contains 14565 members 
Mstep: Class 16 contains 36585 members 
Mstep: Class 17 contains 1308 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 10010 members 
Mstep: Class 20 contains 46365 members 
Mstep: Class 21 contains 3302 members 
Mstep: Class 22 contains 3591 members 
Mstep: Class 23 contains 14724 members 
Mstep: Class 24 contains 18178 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8450 members 
Mstep: Class 27 contains 3371 members 
Mstep: Class 28 contains 4936 members 
Mstep: Class 29 contains 1406 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48237296.000000 Penalty: 62908.144531
Iteration 78Q: 31 clusters Score -4.82373e+07 nChanged 121
Entering ConstructFrom: 
Score: -48237296.000000 Penalty: 62908.144531
Entering ConstructFrom: 
Trying to split cluster 1 (6896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Entering Unmasked Estep 
Score: -852664.312500 Penalty: 1436.288208
	Iteration 0F: 2 clusters Score -852664.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -847519.750000 Penalty: 2872.576416
	Iteration 0F: 3 clusters Score -847519.8 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -849285.312500 Penalty: 2872.576416
	Iteration 1F: 3 clusters Score -849285.3 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -849972.875000 Penalty: 2872.576416
	Iteration 2F: 3 clusters Score -849972.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -850706.125000 Penalty: 2872.576416
	Iteration 3F: 3 clusters Score -850706.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -851249.750000 Penalty: 2872.576416
	Iteration 4F: 3 clusters Score -851249.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -851653.562500 Penalty: 2872.576416
	Iteration 5F: 3 clusters Score -851653.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -851946.625000 Penalty: 2872.576416
	Iteration 6F: 3 clusters Score -851946.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -852157.250000 Penalty: 2872.576416
	Iteration 7Q: 3 clusters Score -852157.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -852297.562500 Penalty: 2872.576416
	Iteration 8Q: 3 clusters Score -852297.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -852407.687500 Penalty: 2872.576416
	Iteration 9Q: 3 clusters Score -852407.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -852512.500000 Penalty: 2872.576416
	Iteration 10Q: 3 clusters Score -852512.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -852587.000000 Penalty: 2872.576416
	Iteration 11Q: 3 clusters Score -852587 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -852650.000000 Penalty: 2872.576416
	Iteration 12Q: 3 clusters Score -852650 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -852706.312500 Penalty: 2872.576416
	Iteration 13Q: 3 clusters Score -852706.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -852758.625000 Penalty: 2872.576416
	Iteration 14Q: 3 clusters Score -852758.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -852825.437500 Penalty: 2872.576416
	Iteration 15Q: 3 clusters Score -852825.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -852872.937500 Penalty: 2872.576416
	Iteration 16Q: 3 clusters Score -852872.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -852917.312500 Penalty: 2872.576416
	Iteration 17Q: 3 clusters Score -852917.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -852955.312500 Penalty: 2872.576416
	Iteration 18Q: 3 clusters Score -852955.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -852983.687500 Penalty: 2872.576416
	Iteration 19Q: 3 clusters Score -852983.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -853006.500000 Penalty: 2872.576416
	Iteration 20F: 3 clusters Score -853006.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -853018.875000 Penalty: 2872.576416
	Iteration 21Q: 3 clusters Score -853018.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -853030.937500 Penalty: 2872.576416
	Iteration 22Q: 3 clusters Score -853030.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -853043.625000 Penalty: 2872.576416
	Iteration 23Q: 3 clusters Score -853043.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -853056.187500 Penalty: 2872.576416
	Iteration 24Q: 3 clusters Score -853056.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -853072.500000 Penalty: 2872.576416
	Iteration 25Q: 3 clusters Score -853072.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -853079.562500 Penalty: 2872.576416
	Iteration 26Q: 3 clusters Score -853079.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -853087.187500 Penalty: 2872.576416
	Iteration 27Q: 3 clusters Score -853087.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -853090.000000 Penalty: 2872.576416
	Iteration 28Q: 3 clusters Score -853090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -853095.187500 Penalty: 2872.576416
	Iteration 29Q: 3 clusters Score -853095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -853099.625000 Penalty: 2872.576416
	Iteration 30Q: 3 clusters Score -853099.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -853103.875000 Penalty: 2872.576416
	Iteration 31Q: 3 clusters Score -853103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -853102.875000 Penalty: 2872.576416
	Iteration 32Q: 3 clusters Score -853102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -853102.750000 Penalty: 2872.576416
	Iteration 33Q: 3 clusters Score -853102.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -853102.437500 Penalty: 2872.576416
	Iteration 34Q: 3 clusters Score -853102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -853102.000000 Penalty: 2872.576416
	Iteration 35Q: 3 clusters Score -853102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -853102.000000 Penalty: 2872.576416
	Iteration 36F: 3 clusters Score -853102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 13273 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 71566 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 60495 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 3574 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 34676 members 
Mstep: Class 14 contains 14570 members 
Mstep: Class 15 contains 14587 members 
Mstep: Class 16 contains 36587 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 10011 members 
Mstep: Class 20 contains 46341 members 
Mstep: Class 21 contains 3303 members 
Mstep: Class 22 contains 3574 members 
Mstep: Class 23 contains 14725 members 
Mstep: Class 24 contains 18175 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8449 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 4935 members 
Mstep: Class 29 contains 1421 members 
Mstep: Class 30 contains 1204 members 
Mstep: Class 31 contains 756 members 
Entering Unmasked Estep 
Score: -48237016.000000 Penalty: 65005.082031
Splitting cluster 1 changes total score from -48237296.000000 to -48237016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (13273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Entering Unmasked Estep 
Score: -1508011.375000 Penalty: 1542.691650
	Iteration 0F: 2 clusters Score -1508011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1498748.875000 Penalty: 3085.383301
	Iteration 0F: 3 clusters Score -1498749 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1502164.625000 Penalty: 3085.383301
	Iteration 1F: 3 clusters Score -1502165 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1502645.125000 Penalty: 3085.383301
	Iteration 2F: 3 clusters Score -1502645 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1503104.875000 Penalty: 3085.383301
	Iteration 3F: 3 clusters Score -1503105 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1503590.250000 Penalty: 3085.383301
	Iteration 4F: 3 clusters Score -1503590 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1504076.500000 Penalty: 3085.383301
	Iteration 5F: 3 clusters Score -1504076 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1504601.500000 Penalty: 3085.383301
	Iteration 6F: 3 clusters Score -1504602 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1505036.000000 Penalty: 3085.383301
	Iteration 7F: 3 clusters Score -1505036 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1505341.125000 Penalty: 3085.383301
	Iteration 8Q: 3 clusters Score -1505341 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1505562.125000 Penalty: 3085.383301
	Iteration 9Q: 3 clusters Score -1505562 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1505730.875000 Penalty: 3085.383301
	Iteration 10Q: 3 clusters Score -1505731 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1505869.250000 Penalty: 3085.383301
	Iteration 11Q: 3 clusters Score -1505869 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1505967.375000 Penalty: 3085.383301
	Iteration 12Q: 3 clusters Score -1505967 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1506042.500000 Penalty: 3085.383301
	Iteration 13Q: 3 clusters Score -1506042 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1506100.125000 Penalty: 3085.383301
	Iteration 14Q: 3 clusters Score -1506100 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1506153.250000 Penalty: 3085.383301
	Iteration 15Q: 3 clusters Score -1506153 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1506202.250000 Penalty: 3085.383301
	Iteration 16Q: 3 clusters Score -1506202 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1506235.625000 Penalty: 3085.383301
	Iteration 17Q: 3 clusters Score -1506236 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1506277.625000 Penalty: 3085.383301
	Iteration 18Q: 3 clusters Score -1506278 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1506313.000000 Penalty: 3085.383301
	Iteration 19Q: 3 clusters Score -1506313 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1506346.875000 Penalty: 3085.383301
	Iteration 20F: 3 clusters Score -1506347 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1506371.750000 Penalty: 3085.383301
	Iteration 21Q: 3 clusters Score -1506372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1506394.375000 Penalty: 3085.383301
	Iteration 22Q: 3 clusters Score -1506394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1506415.375000 Penalty: 3085.383301
	Iteration 23Q: 3 clusters Score -1506415 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1506443.750000 Penalty: 3085.383301
	Iteration 24Q: 3 clusters Score -1506444 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1506463.625000 Penalty: 3085.383301
	Iteration 25Q: 3 clusters Score -1506464 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1506488.625000 Penalty: 3085.383301
	Iteration 26Q: 3 clusters Score -1506489 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1506500.375000 Penalty: 3085.383301
	Iteration 27Q: 3 clusters Score -1506500 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1506521.000000 Penalty: 3085.383301
	Iteration 28Q: 3 clusters Score -1506521 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1506546.125000 Penalty: 3085.383301
	Iteration 29Q: 3 clusters Score -1506546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1506560.375000 Penalty: 3085.383301
	Iteration 30Q: 3 clusters Score -1506560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1506568.625000 Penalty: 3085.383301
	Iteration 31Q: 3 clusters Score -1506569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1506576.250000 Penalty: 3085.383301
	Iteration 32Q: 3 clusters Score -1506576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1506588.375000 Penalty: 3085.383301
	Iteration 33Q: 3 clusters Score -1506588 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1506604.750000 Penalty: 3085.383301
	Iteration 34Q: 3 clusters Score -1506605 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1506624.625000 Penalty: 3085.383301
	Iteration 35Q: 3 clusters Score -1506625 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1506644.500000 Penalty: 3085.383301
	Iteration 36Q: 3 clusters Score -1506644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1506674.750000 Penalty: 3085.383301
	Iteration 37Q: 3 clusters Score -1506675 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1506700.875000 Penalty: 3085.383301
	Iteration 38Q: 3 clusters Score -1506701 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1506730.750000 Penalty: 3085.383301
	Iteration 39Q: 3 clusters Score -1506731 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1506781.250000 Penalty: 3085.383301
	Iteration 40F: 3 clusters Score -1506781 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1506840.875000 Penalty: 3085.383301
	Iteration 41Q: 3 clusters Score -1506841 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1506902.125000 Penalty: 3085.383301
	Iteration 42Q: 3 clusters Score -1506902 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1506988.250000 Penalty: 3085.383301
	Iteration 43Q: 3 clusters Score -1506988 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1507063.500000 Penalty: 3085.383301
	Iteration 44Q: 3 clusters Score -1507064 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1507108.500000 Penalty: 3085.383301
	Iteration 45Q: 3 clusters Score -1507108 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1507144.125000 Penalty: 3085.383301
	Iteration 46Q: 3 clusters Score -1507144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1507171.625000 Penalty: 3085.383301
	Iteration 47Q: 3 clusters Score -1507172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1507191.250000 Penalty: 3085.383301
	Iteration 48Q: 3 clusters Score -1507191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1507205.625000 Penalty: 3085.383301
	Iteration 49Q: 3 clusters Score -1507206 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1507219.750000 Penalty: 3085.383301
	Iteration 50Q: 3 clusters Score -1507220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1507231.375000 Penalty: 3085.383301
	Iteration 51Q: 3 clusters Score -1507231 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1507236.375000 Penalty: 3085.383301
	Iteration 52Q: 3 clusters Score -1507236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1507246.125000 Penalty: 3085.383301
	Iteration 53Q: 3 clusters Score -1507246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1507253.750000 Penalty: 3085.383301
	Iteration 54Q: 3 clusters Score -1507254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1507257.875000 Penalty: 3085.383301
	Iteration 55Q: 3 clusters Score -1507258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1507257.500000 Penalty: 3085.383301
	Iteration 56Q: 3 clusters Score -1507258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1507256.625000 Penalty: 3085.383301
	Iteration 57Q: 3 clusters Score -1507257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1507254.625000 Penalty: 3085.383301
	Iteration 58Q: 3 clusters Score -1507255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1507256.750000 Penalty: 3085.383301
	Iteration 59Q: 3 clusters Score -1507257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1507255.375000 Penalty: 3085.383301
	Iteration 60F: 3 clusters Score -1507255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -205716.718750 Penalty: 1231.531738
	Iteration 0F: 2 clusters Score -205716.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -203734.281250 Penalty: 2463.063477
	Iteration 0F: 3 clusters Score -203734.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -204470.578125 Penalty: 2463.063477
	Iteration 1F: 3 clusters Score -204470.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -204793.718750 Penalty: 2463.063477
	Iteration 2F: 3 clusters Score -204793.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -204913.453125 Penalty: 2463.063477
	Iteration 3F: 3 clusters Score -204913.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -205004.593750 Penalty: 2463.063477
	Iteration 4Q: 3 clusters Score -205004.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -205083.437500 Penalty: 2463.063477
	Iteration 5Q: 3 clusters Score -205083.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -205177.609375 Penalty: 2463.063477
	Iteration 6Q: 3 clusters Score -205177.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -205263.265625 Penalty: 2463.063477
	Iteration 7Q: 3 clusters Score -205263.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -205322.078125 Penalty: 2463.063477
	Iteration 8Q: 3 clusters Score -205322.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -205351.343750 Penalty: 2463.063477
	Iteration 9Q: 3 clusters Score -205351.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -205366.406250 Penalty: 2463.063477
	Iteration 10Q: 3 clusters Score -205366.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -205383.515625 Penalty: 2463.063477
	Iteration 11Q: 3 clusters Score -205383.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -205396.125000 Penalty: 2463.063477
	Iteration 12Q: 3 clusters Score -205396.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -205405.250000 Penalty: 2463.063477
	Iteration 13Q: 3 clusters Score -205405.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -205416.765625 Penalty: 2463.063477
	Iteration 14Q: 3 clusters Score -205416.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -205432.218750 Penalty: 2463.063477
	Iteration 15Q: 3 clusters Score -205432.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -205447.343750 Penalty: 2463.063477
	Iteration 16Q: 3 clusters Score -205447.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -205456.218750 Penalty: 2463.063477
	Iteration 17Q: 3 clusters Score -205456.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -205465.359375 Penalty: 2463.063477
	Iteration 18Q: 3 clusters Score -205465.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -205469.187500 Penalty: 2463.063477
	Iteration 19Q: 3 clusters Score -205469.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -205474.890625 Penalty: 2463.063477
	Iteration 20F: 3 clusters Score -205474.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -205483.796875 Penalty: 2463.063477
	Iteration 21Q: 3 clusters Score -205483.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -205493.046875 Penalty: 2463.063477
	Iteration 22Q: 3 clusters Score -205493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -205497.421875 Penalty: 2463.063477
	Iteration 23Q: 3 clusters Score -205497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -205499.968750 Penalty: 2463.063477
	Iteration 24Q: 3 clusters Score -205500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -205503.468750 Penalty: 2463.063477
	Iteration 25Q: 3 clusters Score -205503.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -205505.562500 Penalty: 2463.063477
	Iteration 26Q: 3 clusters Score -205505.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -205511.921875 Penalty: 2463.063477
	Iteration 27Q: 3 clusters Score -205511.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -205515.187500 Penalty: 2463.063477
	Iteration 28Q: 3 clusters Score -205515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -205518.000000 Penalty: 2463.063477
	Iteration 29Q: 3 clusters Score -205518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -205518.453125 Penalty: 2463.063477
	Iteration 30Q: 3 clusters Score -205518.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -205519.437500 Penalty: 2463.063477
	Iteration 31Q: 3 clusters Score -205519.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -205519.984375 Penalty: 2463.063477
	Iteration 32Q: 3 clusters Score -205520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -205519.984375 Penalty: 2463.063477
	Iteration 33F: 3 clusters Score -205520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -430057.406250 Penalty: 1325.758789
	Iteration 0F: 2 clusters Score -430057.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -427021.687500 Penalty: 2651.517578
	Iteration 0F: 3 clusters Score -427021.7 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -427787.500000 Penalty: 2651.517578
	Iteration 1F: 3 clusters Score -427787.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -427925.968750 Penalty: 2651.517578
	Iteration 2F: 3 clusters Score -427926 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -428044.812500 Penalty: 2651.517578
	Iteration 3F: 3 clusters Score -428044.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -428187.125000 Penalty: 2651.517578
	Iteration 4Q: 3 clusters Score -428187.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -428320.875000 Penalty: 2651.517578
	Iteration 5Q: 3 clusters Score -428320.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -428426.843750 Penalty: 2651.517578
	Iteration 6Q: 3 clusters Score -428426.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -428514.531250 Penalty: 2651.517578
	Iteration 7Q: 3 clusters Score -428514.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -428596.062500 Penalty: 2651.517578
	Iteration 8Q: 3 clusters Score -428596.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -428660.187500 Penalty: 2651.517578
	Iteration 9Q: 3 clusters Score -428660.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -428722.968750 Penalty: 2651.517578
	Iteration 10Q: 3 clusters Score -428723 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -428786.468750 Penalty: 2651.517578
	Iteration 11Q: 3 clusters Score -428786.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -428834.750000 Penalty: 2651.517578
	Iteration 12Q: 3 clusters Score -428834.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -428881.812500 Penalty: 2651.517578
	Iteration 13Q: 3 clusters Score -428881.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -428914.562500 Penalty: 2651.517578
	Iteration 14Q: 3 clusters Score -428914.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -428955.781250 Penalty: 2651.517578
	Iteration 15Q: 3 clusters Score -428955.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -429004.750000 Penalty: 2651.517578
	Iteration 16Q: 3 clusters Score -429004.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -429051.468750 Penalty: 2651.517578
	Iteration 17Q: 3 clusters Score -429051.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -429098.343750 Penalty: 2651.517578
	Iteration 18Q: 3 clusters Score -429098.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -429137.125000 Penalty: 2651.517578
	Iteration 19Q: 3 clusters Score -429137.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -429162.500000 Penalty: 2651.517578
	Iteration 20F: 3 clusters Score -429162.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -429187.937500 Penalty: 2651.517578
	Iteration 21Q: 3 clusters Score -429187.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -429204.843750 Penalty: 2651.517578
	Iteration 22Q: 3 clusters Score -429204.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -429218.843750 Penalty: 2651.517578
	Iteration 23Q: 3 clusters Score -429218.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -429233.718750 Penalty: 2651.517578
	Iteration 24Q: 3 clusters Score -429233.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -429251.718750 Penalty: 2651.517578
	Iteration 25Q: 3 clusters Score -429251.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -429262.343750 Penalty: 2651.517578
	Iteration 26Q: 3 clusters Score -429262.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -429267.781250 Penalty: 2651.517578
	Iteration 27Q: 3 clusters Score -429267.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -429273.125000 Penalty: 2651.517578
	Iteration 28Q: 3 clusters Score -429273.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -429282.062500 Penalty: 2651.517578
	Iteration 29Q: 3 clusters Score -429282.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -429288.750000 Penalty: 2651.517578
	Iteration 30Q: 3 clusters Score -429288.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -429288.906250 Penalty: 2651.517578
	Iteration 31Q: 3 clusters Score -429288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -429289.843750 Penalty: 2651.517578
	Iteration 32Q: 3 clusters Score -429289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -429290.906250 Penalty: 2651.517578
	Iteration 33Q: 3 clusters Score -429290.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -429290.906250 Penalty: 2651.517578
	Iteration 34F: 3 clusters Score -429290.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Entering Unmasked Estep 
Score: -676934.062500 Penalty: 1398.524170
	Iteration 0F: 2 clusters Score -676934.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -672661.187500 Penalty: 2797.048340
	Iteration 0F: 3 clusters Score -672661.2 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -673869.312500 Penalty: 2797.048340
	Iteration 1F: 3 clusters Score -673869.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -674045.875000 Penalty: 2797.048340
	Iteration 2F: 3 clusters Score -674045.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -674162.062500 Penalty: 2797.048340
	Iteration 3Q: 3 clusters Score -674162.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -674260.500000 Penalty: 2797.048340
	Iteration 4Q: 3 clusters Score -674260.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -674354.875000 Penalty: 2797.048340
	Iteration 5Q: 3 clusters Score -674354.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -674468.250000 Penalty: 2797.048340
	Iteration 6Q: 3 clusters Score -674468.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -674579.812500 Penalty: 2797.048340
	Iteration 7Q: 3 clusters Score -674579.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -674716.750000 Penalty: 2797.048340
	Iteration 8Q: 3 clusters Score -674716.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -674902.125000 Penalty: 2797.048340
	Iteration 9Q: 3 clusters Score -674902.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -675113.312500 Penalty: 2797.048340
	Iteration 10Q: 3 clusters Score -675113.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -675303.562500 Penalty: 2797.048340
	Iteration 11Q: 3 clusters Score -675303.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -675423.750000 Penalty: 2797.048340
	Iteration 12Q: 3 clusters Score -675423.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -675495.937500 Penalty: 2797.048340
	Iteration 13Q: 3 clusters Score -675495.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -675562.875000 Penalty: 2797.048340
	Iteration 14Q: 3 clusters Score -675562.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -675607.437500 Penalty: 2797.048340
	Iteration 15Q: 3 clusters Score -675607.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -675646.125000 Penalty: 2797.048340
	Iteration 16Q: 3 clusters Score -675646.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -675663.937500 Penalty: 2797.048340
	Iteration 17Q: 3 clusters Score -675663.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -675677.750000 Penalty: 2797.048340
	Iteration 18Q: 3 clusters Score -675677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -675684.437500 Penalty: 2797.048340
	Iteration 19Q: 3 clusters Score -675684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -675692.812500 Penalty: 2797.048340
	Iteration 20F: 3 clusters Score -675692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -675701.375000 Penalty: 2797.048340
	Iteration 21Q: 3 clusters Score -675701.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -675706.875000 Penalty: 2797.048340
	Iteration 22Q: 3 clusters Score -675706.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -675708.187500 Penalty: 2797.048340
	Iteration 23Q: 3 clusters Score -675708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -675710.375000 Penalty: 2797.048340
	Iteration 24Q: 3 clusters Score -675710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -675712.437500 Penalty: 2797.048340
	Iteration 25Q: 3 clusters Score -675712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -675714.250000 Penalty: 2797.048340
	Iteration 26Q: 3 clusters Score -675714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -675716.187500 Penalty: 2797.048340
	Iteration 27Q: 3 clusters Score -675716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -675719.562500 Penalty: 2797.048340
	Iteration 28Q: 3 clusters Score -675719.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -675722.125000 Penalty: 2797.048340
	Iteration 29Q: 3 clusters Score -675722.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -675722.125000 Penalty: 2797.048340
	Iteration 30F: 3 clusters Score -675722.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Entering Unmasked Estep 
Score: -8853593.000000 Penalty: 1816.485962
	Iteration 0F: 2 clusters Score -8853593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -8805809.000000 Penalty: 3632.971924
	Iteration 0F: 3 clusters Score -8805809 nChanged 33944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -8825236.000000 Penalty: 3632.971924
	Iteration 1F: 3 clusters Score -8825236 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -8825957.000000 Penalty: 3632.971924
	Iteration 2Q: 3 clusters Score -8825957 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -8826856.000000 Penalty: 3632.971924
	Iteration 3Q: 3 clusters Score -8826856 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -8828284.000000 Penalty: 3632.971924
	Iteration 4Q: 3 clusters Score -8828284 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -8830655.000000 Penalty: 3632.971924
	Iteration 5F: 3 clusters Score -8830655 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52293 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -8834642.000000 Penalty: 3632.971924
	Iteration 6F: 3 clusters Score -8834642 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58213 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -8839965.000000 Penalty: 3632.971924
	Iteration 7F: 3 clusters Score -8839965 nChanged 5591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -8845356.000000 Penalty: 3632.971924
	Iteration 8F: 3 clusters Score -8845356 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -8849278.000000 Penalty: 3632.971924
	Iteration 9F: 3 clusters Score -8849278 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69758 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8851433.000000 Penalty: 3632.971924
	Iteration 10Q: 3 clusters Score -8851433 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8852569.000000 Penalty: 3632.971924
	Iteration 11Q: 3 clusters Score -8852569 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8853231.000000 Penalty: 3632.971924
	Iteration 12Q: 3 clusters Score -8853231 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8853890.000000 Penalty: 3632.971924
	Iteration 13Q: 3 clusters Score -8853890 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71119 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8854722.000000 Penalty: 3632.971924
	Iteration 14Q: 3 clusters Score -8854722 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71179 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8855680.000000 Penalty: 3632.971924
	Iteration 15Q: 3 clusters Score -8855680 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71197 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8856379.000000 Penalty: 3632.971924
	Iteration 16Q: 3 clusters Score -8856379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8856427.000000 Penalty: 3632.971924
	Iteration 17Q: 3 clusters Score -8856427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8856436.000000 Penalty: 3632.971924
	Iteration 18Q: 3 clusters Score -8856436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8856439.000000 Penalty: 3632.971924
	Iteration 19Q: 3 clusters Score -8856439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71201 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8856462.000000 Penalty: 3632.971924
	Iteration 20F: 3 clusters Score -8856462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8856460.000000 Penalty: 3632.971924
	Iteration 21Q: 3 clusters Score -8856460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8856467.000000 Penalty: 3632.971924
	Iteration 22Q: 3 clusters Score -8856467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71200 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8856467.000000 Penalty: 3632.971924
	Iteration 23F: 3 clusters Score -8856467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 13273 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 71200 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 60495 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 3574 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 34676 members 
Mstep: Class 14 contains 14570 members 
Mstep: Class 15 contains 14587 members 
Mstep: Class 16 contains 36587 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 10011 members 
Mstep: Class 20 contains 46341 members 
Mstep: Class 21 contains 3303 members 
Mstep: Class 22 contains 3574 members 
Mstep: Class 23 contains 14725 members 
Mstep: Class 24 contains 18175 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8449 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 4935 members 
Mstep: Class 29 contains 1421 members 
Mstep: Class 30 contains 1204 members 
Mstep: Class 31 contains 366 members 
Entering Unmasked Estep 
Score: -48239936.000000 Penalty: 65005.082031
Splitting cluster 6 changes total score from -48237296.000000 to -48239936.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -552671.687500 Penalty: 1369.324463
	Iteration 0F: 2 clusters Score -552671.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -548945.562500 Penalty: 2738.648926
	Iteration 0F: 3 clusters Score -548945.6 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -549970.000000 Penalty: 2738.648926
	Iteration 1F: 3 clusters Score -549970 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -550153.875000 Penalty: 2738.648926
	Iteration 2F: 3 clusters Score -550153.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -550276.625000 Penalty: 2738.648926
	Iteration 3F: 3 clusters Score -550276.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -550358.687500 Penalty: 2738.648926
	Iteration 4Q: 3 clusters Score -550358.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -550434.750000 Penalty: 2738.648926
	Iteration 5Q: 3 clusters Score -550434.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -550538.250000 Penalty: 2738.648926
	Iteration 6Q: 3 clusters Score -550538.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -550650.750000 Penalty: 2738.648926
	Iteration 7Q: 3 clusters Score -550650.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -550806.750000 Penalty: 2738.648926
	Iteration 8Q: 3 clusters Score -550806.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -551017.250000 Penalty: 2738.648926
	Iteration 9Q: 3 clusters Score -551017.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -551253.437500 Penalty: 2738.648926
	Iteration 10F: 3 clusters Score -551253.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -551466.187500 Penalty: 2738.648926
	Iteration 11Q: 3 clusters Score -551466.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -551657.937500 Penalty: 2738.648926
	Iteration 12Q: 3 clusters Score -551657.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -551802.250000 Penalty: 2738.648926
	Iteration 13Q: 3 clusters Score -551802.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -551929.125000 Penalty: 2738.648926
	Iteration 14Q: 3 clusters Score -551929.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -552070.875000 Penalty: 2738.648926
	Iteration 15Q: 3 clusters Score -552070.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -552170.500000 Penalty: 2738.648926
	Iteration 16Q: 3 clusters Score -552170.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -552220.625000 Penalty: 2738.648926
	Iteration 17Q: 3 clusters Score -552220.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -552251.062500 Penalty: 2738.648926
	Iteration 18Q: 3 clusters Score -552251.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -552271.625000 Penalty: 2738.648926
	Iteration 19Q: 3 clusters Score -552271.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -552288.437500 Penalty: 2738.648926
	Iteration 20F: 3 clusters Score -552288.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -552301.812500 Penalty: 2738.648926
	Iteration 21Q: 3 clusters Score -552301.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -552320.062500 Penalty: 2738.648926
	Iteration 22Q: 3 clusters Score -552320.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -552341.250000 Penalty: 2738.648926
	Iteration 23Q: 3 clusters Score -552341.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -552385.937500 Penalty: 2738.648926
	Iteration 24Q: 3 clusters Score -552385.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -552420.062500 Penalty: 2738.648926
	Iteration 25Q: 3 clusters Score -552420.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -552447.500000 Penalty: 2738.648926
	Iteration 26Q: 3 clusters Score -552447.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -552469.437500 Penalty: 2738.648926
	Iteration 27Q: 3 clusters Score -552469.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -552487.812500 Penalty: 2738.648926
	Iteration 28Q: 3 clusters Score -552487.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -552495.937500 Penalty: 2738.648926
	Iteration 29Q: 3 clusters Score -552495.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -552501.125000 Penalty: 2738.648926
	Iteration 30Q: 3 clusters Score -552501.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -552503.312500 Penalty: 2738.648926
	Iteration 31Q: 3 clusters Score -552503.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -552504.625000 Penalty: 2738.648926
	Iteration 32Q: 3 clusters Score -552504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -552505.812500 Penalty: 2738.648926
	Iteration 33Q: 3 clusters Score -552505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -552508.375000 Penalty: 2738.648926
	Iteration 34Q: 3 clusters Score -552508.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -552508.562500 Penalty: 2738.648926
	Iteration 35Q: 3 clusters Score -552508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -552509.812500 Penalty: 2738.648926
	Iteration 36Q: 3 clusters Score -552509.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -552509.812500 Penalty: 2738.648926
	Iteration 37F: 3 clusters Score -552509.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (60495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Entering Unmasked Estep 
Score: -7459828.500000 Penalty: 1789.176392
	Iteration 0F: 2 clusters Score -7459828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -7420023.500000 Penalty: 3578.352783
	Iteration 0F: 3 clusters Score -7420024 nChanged 28579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -7436555.500000 Penalty: 3578.352783
	Iteration 1F: 3 clusters Score -7436556 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -7437217.000000 Penalty: 3578.352783
	Iteration 2Q: 3 clusters Score -7437217 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -7437991.000000 Penalty: 3578.352783
	Iteration 3Q: 3 clusters Score -7437991 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -7439302.000000 Penalty: 3578.352783
	Iteration 4Q: 3 clusters Score -7439302 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -7441151.000000 Penalty: 3578.352783
	Iteration 5F: 3 clusters Score -7441151 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -7443497.500000 Penalty: 3578.352783
	Iteration 6F: 3 clusters Score -7443498 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -7446251.500000 Penalty: 3578.352783
	Iteration 7F: 3 clusters Score -7446252 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -7449132.000000 Penalty: 3578.352783
	Iteration 8F: 3 clusters Score -7449132 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -7451902.500000 Penalty: 3578.352783
	Iteration 9F: 3 clusters Score -7451902 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -7454321.000000 Penalty: 3578.352783
	Iteration 10Q: 3 clusters Score -7454321 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 58182 members 
Entering Unmasked Estep 
Score: -7456193.500000 Penalty: 3578.352783
	Iteration 11Q: 3 clusters Score -7456194 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 59331 members 
Entering Unmasked Estep 
Score: -7457323.500000 Penalty: 3578.352783
	Iteration 12Q: 3 clusters Score -7457324 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -7457864.000000 Penalty: 3578.352783
	Iteration 13Q: 3 clusters Score -7457864 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 60056 members 
Entering Unmasked Estep 
Score: -7458073.000000 Penalty: 3578.352783
	Iteration 14Q: 3 clusters Score -7458073 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 60139 members 
Entering Unmasked Estep 
Score: -7458169.000000 Penalty: 3578.352783
	Iteration 15Q: 3 clusters Score -7458169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 60177 members 
Entering Unmasked Estep 
Score: -7458250.000000 Penalty: 3578.352783
	Iteration 16Q: 3 clusters Score -7458250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -7458307.000000 Penalty: 3578.352783
	Iteration 17Q: 3 clusters Score -7458307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 60198 members 
Entering Unmasked Estep 
Score: -7458356.500000 Penalty: 3578.352783
	Iteration 18Q: 3 clusters Score -7458356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -7458405.000000 Penalty: 3578.352783
	Iteration 19Q: 3 clusters Score -7458405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 60204 members 
Entering Unmasked Estep 
Score: -7458442.500000 Penalty: 3578.352783
	Iteration 20F: 3 clusters Score -7458442 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 60205 members 
Entering Unmasked Estep 
Score: -7458473.500000 Penalty: 3578.352783
	Iteration 21Q: 3 clusters Score -7458474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -7458480.000000 Penalty: 3578.352783
	Iteration 22Q: 3 clusters Score -7458480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -7458485.500000 Penalty: 3578.352783
	Iteration 23Q: 3 clusters Score -7458486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 60194 members 
Entering Unmasked Estep 
Score: -7458494.000000 Penalty: 3578.352783
	Iteration 24Q: 3 clusters Score -7458494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -7458502.500000 Penalty: 3578.352783
	Iteration 25Q: 3 clusters Score -7458502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 60191 members 
Entering Unmasked Estep 
Score: -7458509.500000 Penalty: 3578.352783
	Iteration 26Q: 3 clusters Score -7458510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -7458511.000000 Penalty: 3578.352783
	Iteration 27Q: 3 clusters Score -7458511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -7458514.500000 Penalty: 3578.352783
	Iteration 28Q: 3 clusters Score -7458514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -7458514.500000 Penalty: 3578.352783
	Iteration 29F: 3 clusters Score -7458514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Entering Unmasked Estep 
Score: -531574.250000 Penalty: 1360.251587
	Iteration 0F: 2 clusters Score -531574.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -528042.000000 Penalty: 2720.503174
	Iteration 0F: 3 clusters Score -528042 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -529002.812500 Penalty: 2720.503174
	Iteration 1F: 3 clusters Score -529002.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -529178.687500 Penalty: 2720.503174
	Iteration 2F: 3 clusters Score -529178.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -529281.125000 Penalty: 2720.503174
	Iteration 3Q: 3 clusters Score -529281.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -529360.375000 Penalty: 2720.503174
	Iteration 4Q: 3 clusters Score -529360.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -529422.500000 Penalty: 2720.503174
	Iteration 5Q: 3 clusters Score -529422.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -529480.625000 Penalty: 2720.503174
	Iteration 6Q: 3 clusters Score -529480.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -529526.187500 Penalty: 2720.503174
	Iteration 7Q: 3 clusters Score -529526.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -529566.875000 Penalty: 2720.503174
	Iteration 8Q: 3 clusters Score -529566.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -529613.312500 Penalty: 2720.503174
	Iteration 9Q: 3 clusters Score -529613.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -529652.125000 Penalty: 2720.503174
	Iteration 10Q: 3 clusters Score -529652.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -529703.312500 Penalty: 2720.503174
	Iteration 11Q: 3 clusters Score -529703.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -529757.625000 Penalty: 2720.503174
	Iteration 12Q: 3 clusters Score -529757.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -529809.875000 Penalty: 2720.503174
	Iteration 13Q: 3 clusters Score -529809.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -529863.250000 Penalty: 2720.503174
	Iteration 14Q: 3 clusters Score -529863.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -529917.000000 Penalty: 2720.503174
	Iteration 15Q: 3 clusters Score -529917 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -529973.937500 Penalty: 2720.503174
	Iteration 16Q: 3 clusters Score -529973.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -530022.375000 Penalty: 2720.503174
	Iteration 17Q: 3 clusters Score -530022.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -530062.062500 Penalty: 2720.503174
	Iteration 18Q: 3 clusters Score -530062.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -530106.312500 Penalty: 2720.503174
	Iteration 19Q: 3 clusters Score -530106.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -530142.250000 Penalty: 2720.503174
	Iteration 20F: 3 clusters Score -530142.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -530188.062500 Penalty: 2720.503174
	Iteration 21Q: 3 clusters Score -530188.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -530225.312500 Penalty: 2720.503174
	Iteration 22Q: 3 clusters Score -530225.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -530242.625000 Penalty: 2720.503174
	Iteration 23Q: 3 clusters Score -530242.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -530259.500000 Penalty: 2720.503174
	Iteration 24Q: 3 clusters Score -530259.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -530275.250000 Penalty: 2720.503174
	Iteration 25Q: 3 clusters Score -530275.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -530287.375000 Penalty: 2720.503174
	Iteration 26Q: 3 clusters Score -530287.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -530301.250000 Penalty: 2720.503174
	Iteration 27Q: 3 clusters Score -530301.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -530310.312500 Penalty: 2720.503174
	Iteration 28Q: 3 clusters Score -530310.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -530320.312500 Penalty: 2720.503174
	Iteration 29Q: 3 clusters Score -530320.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -530332.250000 Penalty: 2720.503174
	Iteration 30Q: 3 clusters Score -530332.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -530343.250000 Penalty: 2720.503174
	Iteration 31Q: 3 clusters Score -530343.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -530350.562500 Penalty: 2720.503174
	Iteration 32Q: 3 clusters Score -530350.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -530358.750000 Penalty: 2720.503174
	Iteration 33Q: 3 clusters Score -530358.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -530365.562500 Penalty: 2720.503174
	Iteration 34Q: 3 clusters Score -530365.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -530370.000000 Penalty: 2720.503174
	Iteration 35Q: 3 clusters Score -530370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -530373.125000 Penalty: 2720.503174
	Iteration 36Q: 3 clusters Score -530373.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -530374.187500 Penalty: 2720.503174
	Iteration 37Q: 3 clusters Score -530374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -530376.000000 Penalty: 2720.503174
	Iteration 38Q: 3 clusters Score -530376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -530376.000000 Penalty: 2720.503174
	Iteration 39Q: 3 clusters Score -530376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -530377.562500 Penalty: 2720.503174
	Iteration 40F: 3 clusters Score -530377.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -530381.437500 Penalty: 2720.503174
	Iteration 41Q: 3 clusters Score -530381.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -530382.937500 Penalty: 2720.503174
	Iteration 42Q: 3 clusters Score -530382.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -530384.125000 Penalty: 2720.503174
	Iteration 43Q: 3 clusters Score -530384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -530385.562500 Penalty: 2720.503174
	Iteration 44Q: 3 clusters Score -530385.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -530386.687500 Penalty: 2720.503174
	Iteration 45Q: 3 clusters Score -530386.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -530387.750000 Penalty: 2720.503174
	Iteration 46Q: 3 clusters Score -530387.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -530390.062500 Penalty: 2720.503174
	Iteration 47Q: 3 clusters Score -530390.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -530394.187500 Penalty: 2720.503174
	Iteration 48Q: 3 clusters Score -530394.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -530395.125000 Penalty: 2720.503174
	Iteration 49Q: 3 clusters Score -530395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -530395.312500 Penalty: 2720.503174
	Iteration 50Q: 3 clusters Score -530395.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -530395.312500 Penalty: 2720.503174
	Iteration 51F: 3 clusters Score -530395.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Entering Unmasked Estep 
Score: -406212.656250 Penalty: 1329.484009
	Iteration 0F: 2 clusters Score -406212.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -403184.062500 Penalty: 2658.968018
	Iteration 0F: 3 clusters Score -403184.1 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -404074.250000 Penalty: 2658.968018
	Iteration 1F: 3 clusters Score -404074.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -404301.250000 Penalty: 2658.968018
	Iteration 2F: 3 clusters Score -404301.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -404451.125000 Penalty: 2658.968018
	Iteration 3F: 3 clusters Score -404451.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -404551.156250 Penalty: 2658.968018
	Iteration 4Q: 3 clusters Score -404551.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -404633.968750 Penalty: 2658.968018
	Iteration 5Q: 3 clusters Score -404634 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -404695.625000 Penalty: 2658.968018
	Iteration 6Q: 3 clusters Score -404695.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -404737.343750 Penalty: 2658.968018
	Iteration 7Q: 3 clusters Score -404737.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -404767.000000 Penalty: 2658.968018
	Iteration 8Q: 3 clusters Score -404767 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -404786.468750 Penalty: 2658.968018
	Iteration 9Q: 3 clusters Score -404786.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -404801.531250 Penalty: 2658.968018
	Iteration 10Q: 3 clusters Score -404801.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -404812.718750 Penalty: 2658.968018
	Iteration 11Q: 3 clusters Score -404812.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -404826.437500 Penalty: 2658.968018
	Iteration 12Q: 3 clusters Score -404826.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -404837.062500 Penalty: 2658.968018
	Iteration 13Q: 3 clusters Score -404837.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -404844.875000 Penalty: 2658.968018
	Iteration 14Q: 3 clusters Score -404844.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -404849.687500 Penalty: 2658.968018
	Iteration 15Q: 3 clusters Score -404849.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -404855.718750 Penalty: 2658.968018
	Iteration 16Q: 3 clusters Score -404855.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -404861.843750 Penalty: 2658.968018
	Iteration 17Q: 3 clusters Score -404861.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -404866.781250 Penalty: 2658.968018
	Iteration 18Q: 3 clusters Score -404866.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -404870.468750 Penalty: 2658.968018
	Iteration 19Q: 3 clusters Score -404870.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -404876.343750 Penalty: 2658.968018
	Iteration 20F: 3 clusters Score -404876.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -404880.718750 Penalty: 2658.968018
	Iteration 21Q: 3 clusters Score -404880.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -404884.406250 Penalty: 2658.968018
	Iteration 22Q: 3 clusters Score -404884.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -404889.750000 Penalty: 2658.968018
	Iteration 23Q: 3 clusters Score -404889.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -404890.843750 Penalty: 2658.968018
	Iteration 24Q: 3 clusters Score -404890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -404892.093750 Penalty: 2658.968018
	Iteration 25Q: 3 clusters Score -404892.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -404896.375000 Penalty: 2658.968018
	Iteration 26Q: 3 clusters Score -404896.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -404900.750000 Penalty: 2658.968018
	Iteration 27Q: 3 clusters Score -404900.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -404905.000000 Penalty: 2658.968018
	Iteration 28Q: 3 clusters Score -404905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -404910.062500 Penalty: 2658.968018
	Iteration 29Q: 3 clusters Score -404910.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -404916.812500 Penalty: 2658.968018
	Iteration 30Q: 3 clusters Score -404916.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -404923.218750 Penalty: 2658.968018
	Iteration 31Q: 3 clusters Score -404923.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -404929.093750 Penalty: 2658.968018
	Iteration 32Q: 3 clusters Score -404929.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -404934.125000 Penalty: 2658.968018
	Iteration 33Q: 3 clusters Score -404934.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -404937.718750 Penalty: 2658.968018
	Iteration 34Q: 3 clusters Score -404937.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -404939.812500 Penalty: 2658.968018
	Iteration 35Q: 3 clusters Score -404939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -404941.281250 Penalty: 2658.968018
	Iteration 36Q: 3 clusters Score -404941.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -404941.718750 Penalty: 2658.968018
	Iteration 37Q: 3 clusters Score -404941.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -404944.000000 Penalty: 2658.968018
	Iteration 38Q: 3 clusters Score -404944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -404946.062500 Penalty: 2658.968018
	Iteration 39Q: 3 clusters Score -404946.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -404952.093750 Penalty: 2658.968018
	Iteration 40F: 3 clusters Score -404952.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -404955.000000 Penalty: 2658.968018
	Iteration 41Q: 3 clusters Score -404955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -404956.343750 Penalty: 2658.968018
	Iteration 42Q: 3 clusters Score -404956.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -404957.656250 Penalty: 2658.968018
	Iteration 43Q: 3 clusters Score -404957.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -404958.343750 Penalty: 2658.968018
	Iteration 44Q: 3 clusters Score -404958.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -404959.031250 Penalty: 2658.968018
	Iteration 45Q: 3 clusters Score -404959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -404961.750000 Penalty: 2658.968018
	Iteration 46Q: 3 clusters Score -404961.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -404964.281250 Penalty: 2658.968018
	Iteration 47Q: 3 clusters Score -404964.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -404966.875000 Penalty: 2658.968018
	Iteration 48Q: 3 clusters Score -404966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -404967.937500 Penalty: 2658.968018
	Iteration 49Q: 3 clusters Score -404967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -404968.656250 Penalty: 2658.968018
	Iteration 50Q: 3 clusters Score -404968.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -404969.218750 Penalty: 2658.968018
	Iteration 51Q: 3 clusters Score -404969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -404970.625000 Penalty: 2658.968018
	Iteration 52Q: 3 clusters Score -404970.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -404973.437500 Penalty: 2658.968018
	Iteration 53Q: 3 clusters Score -404973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -404976.750000 Penalty: 2658.968018
	Iteration 54Q: 3 clusters Score -404976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -404976.406250 Penalty: 2658.968018
	Iteration 55Q: 3 clusters Score -404976.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -404979.125000 Penalty: 2658.968018
	Iteration 56Q: 3 clusters Score -404979.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -404984.656250 Penalty: 2658.968018
	Iteration 57Q: 3 clusters Score -404984.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -404989.875000 Penalty: 2658.968018
	Iteration 58Q: 3 clusters Score -404989.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -404995.468750 Penalty: 2658.968018
	Iteration 59Q: 3 clusters Score -404995.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -404999.843750 Penalty: 2658.968018
	Iteration 60F: 3 clusters Score -404999.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -405005.062500 Penalty: 2658.968018
	Iteration 61Q: 3 clusters Score -405005.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -405010.468750 Penalty: 2658.968018
	Iteration 62Q: 3 clusters Score -405010.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -405019.562500 Penalty: 2658.968018
	Iteration 63Q: 3 clusters Score -405019.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -405026.750000 Penalty: 2658.968018
	Iteration 64Q: 3 clusters Score -405026.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -405037.906250 Penalty: 2658.968018
	Iteration 65Q: 3 clusters Score -405037.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -405047.875000 Penalty: 2658.968018
	Iteration 66Q: 3 clusters Score -405047.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -405056.968750 Penalty: 2658.968018
	Iteration 67Q: 3 clusters Score -405057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -405064.093750 Penalty: 2658.968018
	Iteration 68Q: 3 clusters Score -405064.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -405069.968750 Penalty: 2658.968018
	Iteration 69Q: 3 clusters Score -405070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -405076.062500 Penalty: 2658.968018
	Iteration 70Q: 3 clusters Score -405076.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -405084.750000 Penalty: 2658.968018
	Iteration 71Q: 3 clusters Score -405084.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -405100.562500 Penalty: 2658.968018
	Iteration 72Q: 3 clusters Score -405100.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -405111.875000 Penalty: 2658.968018
	Iteration 73Q: 3 clusters Score -405111.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -405127.281250 Penalty: 2658.968018
	Iteration 74Q: 3 clusters Score -405127.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -405152.218750 Penalty: 2658.968018
	Iteration 75Q: 3 clusters Score -405152.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -405192.312500 Penalty: 2658.968018
	Iteration 76Q: 3 clusters Score -405192.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -405230.375000 Penalty: 2658.968018
	Iteration 77Q: 3 clusters Score -405230.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -405258.531250 Penalty: 2658.968018
	Iteration 78Q: 3 clusters Score -405258.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -405288.031250 Penalty: 2658.968018
	Iteration 79Q: 3 clusters Score -405288 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -405311.093750 Penalty: 2658.968018
	Iteration 80F: 3 clusters Score -405311.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -405336.000000 Penalty: 2658.968018
	Iteration 81Q: 3 clusters Score -405336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -405353.281250 Penalty: 2658.968018
	Iteration 82Q: 3 clusters Score -405353.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -405373.812500 Penalty: 2658.968018
	Iteration 83Q: 3 clusters Score -405373.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -405388.250000 Penalty: 2658.968018
	Iteration 84Q: 3 clusters Score -405388.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -405395.343750 Penalty: 2658.968018
	Iteration 85Q: 3 clusters Score -405395.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -405398.812500 Penalty: 2658.968018
	Iteration 86Q: 3 clusters Score -405398.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -405402.812500 Penalty: 2658.968018
	Iteration 87Q: 3 clusters Score -405402.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -405409.062500 Penalty: 2658.968018
	Iteration 88Q: 3 clusters Score -405409.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -405414.531250 Penalty: 2658.968018
	Iteration 89Q: 3 clusters Score -405414.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -405418.500000 Penalty: 2658.968018
	Iteration 90Q: 3 clusters Score -405418.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -405421.468750 Penalty: 2658.968018
	Iteration 91Q: 3 clusters Score -405421.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -405424.468750 Penalty: 2658.968018
	Iteration 92Q: 3 clusters Score -405424.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -405427.000000 Penalty: 2658.968018
	Iteration 93Q: 3 clusters Score -405427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -405428.687500 Penalty: 2658.968018
	Iteration 94Q: 3 clusters Score -405428.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -405428.656250 Penalty: 2658.968018
	Iteration 95Q: 3 clusters Score -405428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -405428.656250 Penalty: 2658.968018
	Iteration 96F: 3 clusters Score -405428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Entering Unmasked Estep 
Score: -382262.718750 Penalty: 1306.153320
	Iteration 0F: 2 clusters Score -382262.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -379474.968750 Penalty: 2612.306641
	Iteration 0F: 3 clusters Score -379475 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -380144.125000 Penalty: 2612.306641
	Iteration 1F: 3 clusters Score -380144.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -380248.312500 Penalty: 2612.306641
	Iteration 2F: 3 clusters Score -380248.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -380313.593750 Penalty: 2612.306641
	Iteration 3Q: 3 clusters Score -380313.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -380355.156250 Penalty: 2612.306641
	Iteration 4Q: 3 clusters Score -380355.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -380377.437500 Penalty: 2612.306641
	Iteration 5Q: 3 clusters Score -380377.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -380398.937500 Penalty: 2612.306641
	Iteration 6Q: 3 clusters Score -380398.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -380421.937500 Penalty: 2612.306641
	Iteration 7Q: 3 clusters Score -380421.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -380456.937500 Penalty: 2612.306641
	Iteration 8Q: 3 clusters Score -380456.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -380500.718750 Penalty: 2612.306641
	Iteration 9Q: 3 clusters Score -380500.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -380538.593750 Penalty: 2612.306641
	Iteration 10Q: 3 clusters Score -380538.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -380576.781250 Penalty: 2612.306641
	Iteration 11Q: 3 clusters Score -380576.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -380613.375000 Penalty: 2612.306641
	Iteration 12Q: 3 clusters Score -380613.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -380650.968750 Penalty: 2612.306641
	Iteration 13Q: 3 clusters Score -380651 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -380688.500000 Penalty: 2612.306641
	Iteration 14Q: 3 clusters Score -380688.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -380719.968750 Penalty: 2612.306641
	Iteration 15Q: 3 clusters Score -380720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -380754.500000 Penalty: 2612.306641
	Iteration 16Q: 3 clusters Score -380754.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -380786.531250 Penalty: 2612.306641
	Iteration 17Q: 3 clusters Score -380786.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -380816.718750 Penalty: 2612.306641
	Iteration 18Q: 3 clusters Score -380816.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -380848.687500 Penalty: 2612.306641
	Iteration 19Q: 3 clusters Score -380848.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -380878.031250 Penalty: 2612.306641
	Iteration 20F: 3 clusters Score -380878 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -380906.187500 Penalty: 2612.306641
	Iteration 21Q: 3 clusters Score -380906.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -380936.375000 Penalty: 2612.306641
	Iteration 22Q: 3 clusters Score -380936.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -380967.375000 Penalty: 2612.306641
	Iteration 23Q: 3 clusters Score -380967.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -380985.281250 Penalty: 2612.306641
	Iteration 24Q: 3 clusters Score -380985.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -381005.156250 Penalty: 2612.306641
	Iteration 25Q: 3 clusters Score -381005.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -381026.312500 Penalty: 2612.306641
	Iteration 26Q: 3 clusters Score -381026.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -381040.468750 Penalty: 2612.306641
	Iteration 27Q: 3 clusters Score -381040.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -381056.406250 Penalty: 2612.306641
	Iteration 28Q: 3 clusters Score -381056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -381067.500000 Penalty: 2612.306641
	Iteration 29Q: 3 clusters Score -381067.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -381078.125000 Penalty: 2612.306641
	Iteration 30Q: 3 clusters Score -381078.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -381088.625000 Penalty: 2612.306641
	Iteration 31Q: 3 clusters Score -381088.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -381097.000000 Penalty: 2612.306641
	Iteration 32Q: 3 clusters Score -381097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -381105.437500 Penalty: 2612.306641
	Iteration 33Q: 3 clusters Score -381105.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -381111.750000 Penalty: 2612.306641
	Iteration 34Q: 3 clusters Score -381111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -381112.687500 Penalty: 2612.306641
	Iteration 35Q: 3 clusters Score -381112.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -381115.656250 Penalty: 2612.306641
	Iteration 36Q: 3 clusters Score -381115.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -381118.093750 Penalty: 2612.306641
	Iteration 37Q: 3 clusters Score -381118.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -381120.500000 Penalty: 2612.306641
	Iteration 38Q: 3 clusters Score -381120.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -381121.812500 Penalty: 2612.306641
	Iteration 39Q: 3 clusters Score -381121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -381121.625000 Penalty: 2612.306641
	Iteration 40F: 3 clusters Score -381121.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -381122.656250 Penalty: 2612.306641
	Iteration 41Q: 3 clusters Score -381122.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -381123.875000 Penalty: 2612.306641
	Iteration 42Q: 3 clusters Score -381123.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -381124.937500 Penalty: 2612.306641
	Iteration 43Q: 3 clusters Score -381124.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -381127.187500 Penalty: 2612.306641
	Iteration 44Q: 3 clusters Score -381127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -381130.718750 Penalty: 2612.306641
	Iteration 45Q: 3 clusters Score -381130.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -381137.187500 Penalty: 2612.306641
	Iteration 46Q: 3 clusters Score -381137.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -381138.875000 Penalty: 2612.306641
	Iteration 47Q: 3 clusters Score -381138.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -381139.656250 Penalty: 2612.306641
	Iteration 48Q: 3 clusters Score -381139.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -381139.656250 Penalty: 2612.306641
	Iteration 49F: 3 clusters Score -381139.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -199999.171875 Penalty: 1212.142578
	Iteration 0F: 2 clusters Score -199999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -198109.750000 Penalty: 2424.285156
	Iteration 0F: 3 clusters Score -198109.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -198539.218750 Penalty: 2424.285156
	Iteration 1F: 3 clusters Score -198539.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -198673.359375 Penalty: 2424.285156
	Iteration 2F: 3 clusters Score -198673.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -198758.906250 Penalty: 2424.285156
	Iteration 3F: 3 clusters Score -198758.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -198841.656250 Penalty: 2424.285156
	Iteration 4Q: 3 clusters Score -198841.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -198905.578125 Penalty: 2424.285156
	Iteration 5Q: 3 clusters Score -198905.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -198959.250000 Penalty: 2424.285156
	Iteration 6Q: 3 clusters Score -198959.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -199002.812500 Penalty: 2424.285156
	Iteration 7Q: 3 clusters Score -199002.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -199044.796875 Penalty: 2424.285156
	Iteration 8Q: 3 clusters Score -199044.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -199085.484375 Penalty: 2424.285156
	Iteration 9Q: 3 clusters Score -199085.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -199132.750000 Penalty: 2424.285156
	Iteration 10Q: 3 clusters Score -199132.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -199162.468750 Penalty: 2424.285156
	Iteration 11Q: 3 clusters Score -199162.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -199184.265625 Penalty: 2424.285156
	Iteration 12Q: 3 clusters Score -199184.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -199203.390625 Penalty: 2424.285156
	Iteration 13Q: 3 clusters Score -199203.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -199233.531250 Penalty: 2424.285156
	Iteration 14Q: 3 clusters Score -199233.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -199266.937500 Penalty: 2424.285156
	Iteration 15Q: 3 clusters Score -199266.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -199288.890625 Penalty: 2424.285156
	Iteration 16Q: 3 clusters Score -199288.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -199302.515625 Penalty: 2424.285156
	Iteration 17Q: 3 clusters Score -199302.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -199315.296875 Penalty: 2424.285156
	Iteration 18Q: 3 clusters Score -199315.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -199329.421875 Penalty: 2424.285156
	Iteration 19Q: 3 clusters Score -199329.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -199338.718750 Penalty: 2424.285156
	Iteration 20F: 3 clusters Score -199338.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -199346.921875 Penalty: 2424.285156
	Iteration 21Q: 3 clusters Score -199346.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -199352.640625 Penalty: 2424.285156
	Iteration 22Q: 3 clusters Score -199352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -199354.593750 Penalty: 2424.285156
	Iteration 23Q: 3 clusters Score -199354.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -199354.593750 Penalty: 2424.285156
	Iteration 24F: 3 clusters Score -199354.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Entering Unmasked Estep 
Score: -4273292.000000 Penalty: 1698.743042
	Iteration 0F: 2 clusters Score -4273292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -4250050.000000 Penalty: 3397.486084
	Iteration 0F: 3 clusters Score -4250050 nChanged 16005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -4259397.500000 Penalty: 3397.486084
	Iteration 1F: 3 clusters Score -4259398 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4260162.000000 Penalty: 3397.486084
	Iteration 2F: 3 clusters Score -4260162 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4261063.500000 Penalty: 3397.486084
	Iteration 3F: 3 clusters Score -4261064 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -4262138.000000 Penalty: 3397.486084
	Iteration 4F: 3 clusters Score -4262138 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4263286.000000 Penalty: 3397.486084
	Iteration 5F: 3 clusters Score -4263286 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4264401.500000 Penalty: 3397.486084
	Iteration 6F: 3 clusters Score -4264402 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -4265321.500000 Penalty: 3397.486084
	Iteration 7F: 3 clusters Score -4265322 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -4265985.500000 Penalty: 3397.486084
	Iteration 8Q: 3 clusters Score -4265986 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -4266518.000000 Penalty: 3397.486084
	Iteration 9Q: 3 clusters Score -4266518 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -4266953.000000 Penalty: 3397.486084
	Iteration 10Q: 3 clusters Score -4266953 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -4267348.500000 Penalty: 3397.486084
	Iteration 11Q: 3 clusters Score -4267348 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -4267727.000000 Penalty: 3397.486084
	Iteration 12Q: 3 clusters Score -4267727 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -4268086.500000 Penalty: 3397.486084
	Iteration 13Q: 3 clusters Score -4268086 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -4268433.500000 Penalty: 3397.486084
	Iteration 14Q: 3 clusters Score -4268434 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -4268759.000000 Penalty: 3397.486084
	Iteration 15Q: 3 clusters Score -4268759 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -4269056.500000 Penalty: 3397.486084
	Iteration 16Q: 3 clusters Score -4269056 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -4269321.000000 Penalty: 3397.486084
	Iteration 17Q: 3 clusters Score -4269321 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -4269590.000000 Penalty: 3397.486084
	Iteration 18Q: 3 clusters Score -4269590 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -4269820.500000 Penalty: 3397.486084
	Iteration 19Q: 3 clusters Score -4269820 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -4270066.500000 Penalty: 3397.486084
	Iteration 20F: 3 clusters Score -4270066 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -4270272.500000 Penalty: 3397.486084
	Iteration 21Q: 3 clusters Score -4270272 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -4270439.000000 Penalty: 3397.486084
	Iteration 22Q: 3 clusters Score -4270439 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -4270572.500000 Penalty: 3397.486084
	Iteration 23Q: 3 clusters Score -4270572 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -4270754.500000 Penalty: 3397.486084
	Iteration 24Q: 3 clusters Score -4270754 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -4270920.000000 Penalty: 3397.486084
	Iteration 25Q: 3 clusters Score -4270920 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27882 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -4271148.500000 Penalty: 3397.486084
	Iteration 26Q: 3 clusters Score -4271148 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -4271329.500000 Penalty: 3397.486084
	Iteration 27Q: 3 clusters Score -4271330 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -4271514.000000 Penalty: 3397.486084
	Iteration 28Q: 3 clusters Score -4271514 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -4271677.000000 Penalty: 3397.486084
	Iteration 29Q: 3 clusters Score -4271677 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -4271848.000000 Penalty: 3397.486084
	Iteration 30Q: 3 clusters Score -4271848 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -4271968.000000 Penalty: 3397.486084
	Iteration 31Q: 3 clusters Score -4271968 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -4272055.000000 Penalty: 3397.486084
	Iteration 32Q: 3 clusters Score -4272055 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -4272135.000000 Penalty: 3397.486084
	Iteration 33Q: 3 clusters Score -4272135 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -4272216.500000 Penalty: 3397.486084
	Iteration 34Q: 3 clusters Score -4272216 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -4272284.500000 Penalty: 3397.486084
	Iteration 35Q: 3 clusters Score -4272284 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -4272338.500000 Penalty: 3397.486084
	Iteration 36Q: 3 clusters Score -4272338 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -4272385.000000 Penalty: 3397.486084
	Iteration 37Q: 3 clusters Score -4272385 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -4272442.000000 Penalty: 3397.486084
	Iteration 38Q: 3 clusters Score -4272442 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4272456.500000 Penalty: 3397.486084
	Iteration 39Q: 3 clusters Score -4272456 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -4272481.500000 Penalty: 3397.486084
	Iteration 40F: 3 clusters Score -4272482 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -4272512.000000 Penalty: 3397.486084
	Iteration 41Q: 3 clusters Score -4272512 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4272533.000000 Penalty: 3397.486084
	Iteration 42Q: 3 clusters Score -4272533 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -4272540.000000 Penalty: 3397.486084
	Iteration 43Q: 3 clusters Score -4272540 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4272553.000000 Penalty: 3397.486084
	Iteration 44Q: 3 clusters Score -4272553 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -4272568.500000 Penalty: 3397.486084
	Iteration 45Q: 3 clusters Score -4272568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4272580.500000 Penalty: 3397.486084
	Iteration 46Q: 3 clusters Score -4272580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -4272602.000000 Penalty: 3397.486084
	Iteration 47Q: 3 clusters Score -4272602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4272611.000000 Penalty: 3397.486084
	Iteration 48Q: 3 clusters Score -4272611 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -4272616.000000 Penalty: 3397.486084
	Iteration 49Q: 3 clusters Score -4272616 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4272628.000000 Penalty: 3397.486084
	Iteration 50Q: 3 clusters Score -4272628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4272642.500000 Penalty: 3397.486084
	Iteration 51Q: 3 clusters Score -4272642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4272646.000000 Penalty: 3397.486084
	Iteration 52Q: 3 clusters Score -4272646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32468 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4272650.500000 Penalty: 3397.486084
	Iteration 53Q: 3 clusters Score -4272650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -4272669.000000 Penalty: 3397.486084
	Iteration 54Q: 3 clusters Score -4272669 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4272686.000000 Penalty: 3397.486084
	Iteration 55Q: 3 clusters Score -4272686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -4272702.500000 Penalty: 3397.486084
	Iteration 56Q: 3 clusters Score -4272702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4272743.500000 Penalty: 3397.486084
	Iteration 57Q: 3 clusters Score -4272744 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4272803.500000 Penalty: 3397.486084
	Iteration 58Q: 3 clusters Score -4272804 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -4272879.000000 Penalty: 3397.486084
	Iteration 59Q: 3 clusters Score -4272879 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4272993.000000 Penalty: 3397.486084
	Iteration 60F: 3 clusters Score -4272993 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4273112.500000 Penalty: 3397.486084
	Iteration 61Q: 3 clusters Score -4273112 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4273213.500000 Penalty: 3397.486084
	Iteration 62Q: 3 clusters Score -4273214 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4273257.000000 Penalty: 3397.486084
	Iteration 63Q: 3 clusters Score -4273257 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32980 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4273272.000000 Penalty: 3397.486084
	Iteration 64Q: 3 clusters Score -4273272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4273282.000000 Penalty: 3397.486084
	Iteration 65Q: 3 clusters Score -4273282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4273282.000000 Penalty: 3397.486084
	Iteration 66Q: 3 clusters Score -4273282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4273281.000000 Penalty: 3397.486084
	Iteration 67Q: 3 clusters Score -4273281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4273277.000000 Penalty: 3397.486084
	Iteration 68Q: 3 clusters Score -4273277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4273279.000000 Penalty: 3397.486084
	Iteration 69Q: 3 clusters Score -4273279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4273280.500000 Penalty: 3397.486084
	Iteration 70Q: 3 clusters Score -4273280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4273282.000000 Penalty: 3397.486084
	Iteration 71Q: 3 clusters Score -4273282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4273283.500000 Penalty: 3397.486084
	Iteration 72Q: 3 clusters Score -4273284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4273284.000000 Penalty: 3397.486084
	Iteration 73Q: 3 clusters Score -4273284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4273285.000000 Penalty: 3397.486084
	Iteration 74Q: 3 clusters Score -4273285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4273286.000000 Penalty: 3397.486084
	Iteration 75Q: 3 clusters Score -4273286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4273286.500000 Penalty: 3397.486084
	Iteration 76Q: 3 clusters Score -4273286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4273287.000000 Penalty: 3397.486084
	Iteration 77Q: 3 clusters Score -4273287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -4273287.000000 Penalty: 3397.486084
	Iteration 78F: 3 clusters Score -4273287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Entering Unmasked Estep 
Score: -1797446.875000 Penalty: 1557.841919
	Iteration 0F: 2 clusters Score -1797447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1787328.125000 Penalty: 3115.683838
	Iteration 0F: 3 clusters Score -1787328 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1790676.000000 Penalty: 3115.683838
	Iteration 1F: 3 clusters Score -1790676 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1790914.250000 Penalty: 3115.683838
	Iteration 2F: 3 clusters Score -1790914 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1791137.250000 Penalty: 3115.683838
	Iteration 3Q: 3 clusters Score -1791137 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1791336.250000 Penalty: 3115.683838
	Iteration 4Q: 3 clusters Score -1791336 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1791539.500000 Penalty: 3115.683838
	Iteration 5Q: 3 clusters Score -1791540 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1791775.250000 Penalty: 3115.683838
	Iteration 6Q: 3 clusters Score -1791775 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1792056.500000 Penalty: 3115.683838
	Iteration 7Q: 3 clusters Score -1792056 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1792379.125000 Penalty: 3115.683838
	Iteration 8Q: 3 clusters Score -1792379 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1792726.125000 Penalty: 3115.683838
	Iteration 9Q: 3 clusters Score -1792726 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1793098.500000 Penalty: 3115.683838
	Iteration 10Q: 3 clusters Score -1793098 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1793456.125000 Penalty: 3115.683838
	Iteration 11Q: 3 clusters Score -1793456 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1793795.875000 Penalty: 3115.683838
	Iteration 12Q: 3 clusters Score -1793796 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1794080.000000 Penalty: 3115.683838
	Iteration 13Q: 3 clusters Score -1794080 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1794325.875000 Penalty: 3115.683838
	Iteration 14Q: 3 clusters Score -1794326 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1794505.125000 Penalty: 3115.683838
	Iteration 15Q: 3 clusters Score -1794505 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1794672.250000 Penalty: 3115.683838
	Iteration 16Q: 3 clusters Score -1794672 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1794854.000000 Penalty: 3115.683838
	Iteration 17Q: 3 clusters Score -1794854 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1795051.875000 Penalty: 3115.683838
	Iteration 18Q: 3 clusters Score -1795052 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1795246.500000 Penalty: 3115.683838
	Iteration 19Q: 3 clusters Score -1795246 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1795436.125000 Penalty: 3115.683838
	Iteration 20F: 3 clusters Score -1795436 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1795587.375000 Penalty: 3115.683838
	Iteration 21Q: 3 clusters Score -1795587 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1795727.000000 Penalty: 3115.683838
	Iteration 22Q: 3 clusters Score -1795727 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1795829.000000 Penalty: 3115.683838
	Iteration 23Q: 3 clusters Score -1795829 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1795950.500000 Penalty: 3115.683838
	Iteration 24Q: 3 clusters Score -1795950 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1796061.875000 Penalty: 3115.683838
	Iteration 25Q: 3 clusters Score -1796062 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1796139.125000 Penalty: 3115.683838
	Iteration 26Q: 3 clusters Score -1796139 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -1796193.375000 Penalty: 3115.683838
	Iteration 27Q: 3 clusters Score -1796193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -1796233.375000 Penalty: 3115.683838
	Iteration 28Q: 3 clusters Score -1796233 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1796257.125000 Penalty: 3115.683838
	Iteration 29Q: 3 clusters Score -1796257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1796276.750000 Penalty: 3115.683838
	Iteration 30Q: 3 clusters Score -1796277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1796307.000000 Penalty: 3115.683838
	Iteration 31Q: 3 clusters Score -1796307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1796327.750000 Penalty: 3115.683838
	Iteration 32Q: 3 clusters Score -1796328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1796338.000000 Penalty: 3115.683838
	Iteration 33Q: 3 clusters Score -1796338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1796350.000000 Penalty: 3115.683838
	Iteration 34Q: 3 clusters Score -1796350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1796355.000000 Penalty: 3115.683838
	Iteration 35Q: 3 clusters Score -1796355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1796364.875000 Penalty: 3115.683838
	Iteration 36Q: 3 clusters Score -1796365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1796384.250000 Penalty: 3115.683838
	Iteration 37Q: 3 clusters Score -1796384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1796401.875000 Penalty: 3115.683838
	Iteration 38Q: 3 clusters Score -1796402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -1796412.000000 Penalty: 3115.683838
	Iteration 39Q: 3 clusters Score -1796412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1796425.500000 Penalty: 3115.683838
	Iteration 40F: 3 clusters Score -1796426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1796430.500000 Penalty: 3115.683838
	Iteration 41Q: 3 clusters Score -1796430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1796433.375000 Penalty: 3115.683838
	Iteration 42Q: 3 clusters Score -1796433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1796436.500000 Penalty: 3115.683838
	Iteration 43Q: 3 clusters Score -1796436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1796438.125000 Penalty: 3115.683838
	Iteration 44Q: 3 clusters Score -1796438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -1796443.250000 Penalty: 3115.683838
	Iteration 45Q: 3 clusters Score -1796443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1796442.500000 Penalty: 3115.683838
	Iteration 46Q: 3 clusters Score -1796442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1796442.875000 Penalty: 3115.683838
	Iteration 47Q: 3 clusters Score -1796443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1796442.875000 Penalty: 3115.683838
	Iteration 48F: 3 clusters Score -1796443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Entering Unmasked Estep 
Score: -1791373.750000 Penalty: 1558.031494
	Iteration 0F: 2 clusters Score -1791374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1781310.125000 Penalty: 3116.062988
	Iteration 0F: 3 clusters Score -1781310 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1784861.625000 Penalty: 3116.062988
	Iteration 1F: 3 clusters Score -1784862 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1785375.375000 Penalty: 3116.062988
	Iteration 2F: 3 clusters Score -1785375 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1785977.000000 Penalty: 3116.062988
	Iteration 3F: 3 clusters Score -1785977 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1786644.500000 Penalty: 3116.062988
	Iteration 4F: 3 clusters Score -1786644 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1787337.250000 Penalty: 3116.062988
	Iteration 5F: 3 clusters Score -1787337 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1788024.500000 Penalty: 3116.062988
	Iteration 6F: 3 clusters Score -1788024 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1788615.000000 Penalty: 3116.062988
	Iteration 7F: 3 clusters Score -1788615 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1789057.125000 Penalty: 3116.062988
	Iteration 8Q: 3 clusters Score -1789057 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1789429.375000 Penalty: 3116.062988
	Iteration 9Q: 3 clusters Score -1789429 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1789711.250000 Penalty: 3116.062988
	Iteration 10Q: 3 clusters Score -1789711 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1789861.375000 Penalty: 3116.062988
	Iteration 11Q: 3 clusters Score -1789861 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1789949.500000 Penalty: 3116.062988
	Iteration 12Q: 3 clusters Score -1789950 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1790012.375000 Penalty: 3116.062988
	Iteration 13Q: 3 clusters Score -1790012 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1790070.000000 Penalty: 3116.062988
	Iteration 14Q: 3 clusters Score -1790070 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1790130.750000 Penalty: 3116.062988
	Iteration 15Q: 3 clusters Score -1790131 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1790171.875000 Penalty: 3116.062988
	Iteration 16Q: 3 clusters Score -1790172 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1790196.500000 Penalty: 3116.062988
	Iteration 17Q: 3 clusters Score -1790196 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1790229.500000 Penalty: 3116.062988
	Iteration 18Q: 3 clusters Score -1790230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1790261.250000 Penalty: 3116.062988
	Iteration 19Q: 3 clusters Score -1790261 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1790280.500000 Penalty: 3116.062988
	Iteration 20F: 3 clusters Score -1790280 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1790310.250000 Penalty: 3116.062988
	Iteration 21Q: 3 clusters Score -1790310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1790334.000000 Penalty: 3116.062988
	Iteration 22Q: 3 clusters Score -1790334 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1790352.500000 Penalty: 3116.062988
	Iteration 23Q: 3 clusters Score -1790352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1790369.500000 Penalty: 3116.062988
	Iteration 24Q: 3 clusters Score -1790370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1790380.375000 Penalty: 3116.062988
	Iteration 25Q: 3 clusters Score -1790380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1790386.125000 Penalty: 3116.062988
	Iteration 26Q: 3 clusters Score -1790386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1790393.125000 Penalty: 3116.062988
	Iteration 27Q: 3 clusters Score -1790393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1790394.750000 Penalty: 3116.062988
	Iteration 28Q: 3 clusters Score -1790395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1790401.375000 Penalty: 3116.062988
	Iteration 29Q: 3 clusters Score -1790401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1790404.125000 Penalty: 3116.062988
	Iteration 30Q: 3 clusters Score -1790404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1790406.875000 Penalty: 3116.062988
	Iteration 31Q: 3 clusters Score -1790407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1790416.375000 Penalty: 3116.062988
	Iteration 32Q: 3 clusters Score -1790416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1790422.625000 Penalty: 3116.062988
	Iteration 33Q: 3 clusters Score -1790423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1790432.500000 Penalty: 3116.062988
	Iteration 34Q: 3 clusters Score -1790432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1790437.625000 Penalty: 3116.062988
	Iteration 35Q: 3 clusters Score -1790438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1790442.000000 Penalty: 3116.062988
	Iteration 36Q: 3 clusters Score -1790442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1790441.875000 Penalty: 3116.062988
	Iteration 37Q: 3 clusters Score -1790442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1790441.625000 Penalty: 3116.062988
	Iteration 38Q: 3 clusters Score -1790442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1790443.250000 Penalty: 3116.062988
	Iteration 39Q: 3 clusters Score -1790443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1790444.125000 Penalty: 3116.062988
	Iteration 40F: 3 clusters Score -1790444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1790444.375000 Penalty: 3116.062988
	Iteration 41Q: 3 clusters Score -1790444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1790446.250000 Penalty: 3116.062988
	Iteration 42Q: 3 clusters Score -1790446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1790451.875000 Penalty: 3116.062988
	Iteration 43Q: 3 clusters Score -1790452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1790456.000000 Penalty: 3116.062988
	Iteration 44Q: 3 clusters Score -1790456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1790453.125000 Penalty: 3116.062988
	Iteration 45Q: 3 clusters Score -1790453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1790450.125000 Penalty: 3116.062988
	Iteration 46Q: 3 clusters Score -1790450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1790452.000000 Penalty: 3116.062988
	Iteration 47Q: 3 clusters Score -1790452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1790451.625000 Penalty: 3116.062988
	Iteration 48Q: 3 clusters Score -1790452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1790451.625000 Penalty: 3116.062988
	Iteration 49F: 3 clusters Score -1790452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (36587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36587 members 
Entering Unmasked Estep 
Score: -4529346.500000 Penalty: 1707.460327
	Iteration 0F: 2 clusters Score -4529346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -4504685.000000 Penalty: 3414.920654
	Iteration 0F: 3 clusters Score -4504685 nChanged 17132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -4514408.000000 Penalty: 3414.920654
	Iteration 1F: 3 clusters Score -4514408 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -4515093.500000 Penalty: 3414.920654
	Iteration 2Q: 3 clusters Score -4515094 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -4516039.000000 Penalty: 3414.920654
	Iteration 3F: 3 clusters Score -4516039 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4517323.000000 Penalty: 3414.920654
	Iteration 4F: 3 clusters Score -4517323 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -4519011.500000 Penalty: 3414.920654
	Iteration 5F: 3 clusters Score -4519012 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -4520878.000000 Penalty: 3414.920654
	Iteration 6F: 3 clusters Score -4520878 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4522688.500000 Penalty: 3414.920654
	Iteration 7F: 3 clusters Score -4522688 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4523822.500000 Penalty: 3414.920654
	Iteration 8F: 3 clusters Score -4523822 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -4524307.000000 Penalty: 3414.920654
	Iteration 9Q: 3 clusters Score -4524307 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -4524508.000000 Penalty: 3414.920654
	Iteration 10Q: 3 clusters Score -4524508 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -4524620.000000 Penalty: 3414.920654
	Iteration 11Q: 3 clusters Score -4524620 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -4524695.500000 Penalty: 3414.920654
	Iteration 12Q: 3 clusters Score -4524696 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -4524777.500000 Penalty: 3414.920654
	Iteration 13Q: 3 clusters Score -4524778 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -4524816.500000 Penalty: 3414.920654
	Iteration 14Q: 3 clusters Score -4524816 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -4524880.500000 Penalty: 3414.920654
	Iteration 15Q: 3 clusters Score -4524880 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -4524933.500000 Penalty: 3414.920654
	Iteration 16Q: 3 clusters Score -4524934 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -4525010.500000 Penalty: 3414.920654
	Iteration 17Q: 3 clusters Score -4525010 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -4525075.000000 Penalty: 3414.920654
	Iteration 18Q: 3 clusters Score -4525075 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -4525147.500000 Penalty: 3414.920654
	Iteration 19Q: 3 clusters Score -4525148 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -4525239.500000 Penalty: 3414.920654
	Iteration 20F: 3 clusters Score -4525240 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -4525336.500000 Penalty: 3414.920654
	Iteration 21Q: 3 clusters Score -4525336 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -4525455.000000 Penalty: 3414.920654
	Iteration 22Q: 3 clusters Score -4525455 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -4525571.500000 Penalty: 3414.920654
	Iteration 23Q: 3 clusters Score -4525572 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -4525737.500000 Penalty: 3414.920654
	Iteration 24Q: 3 clusters Score -4525738 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -4525921.500000 Penalty: 3414.920654
	Iteration 25Q: 3 clusters Score -4525922 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -4526160.000000 Penalty: 3414.920654
	Iteration 26Q: 3 clusters Score -4526160 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -4526502.500000 Penalty: 3414.920654
	Iteration 27Q: 3 clusters Score -4526502 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -4526940.500000 Penalty: 3414.920654
	Iteration 28Q: 3 clusters Score -4526940 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -4527475.000000 Penalty: 3414.920654
	Iteration 29Q: 3 clusters Score -4527475 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -4528125.500000 Penalty: 3414.920654
	Iteration 30Q: 3 clusters Score -4528126 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -4529037.000000 Penalty: 3414.920654
	Iteration 31Q: 3 clusters Score -4529037 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -4529926.500000 Penalty: 3414.920654
	Iteration 32Q: 3 clusters Score -4529926 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -4530493.500000 Penalty: 3414.920654
	Iteration 33Q: 3 clusters Score -4530494 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28338 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -4530817.500000 Penalty: 3414.920654
	Iteration 34Q: 3 clusters Score -4530818 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -4530940.500000 Penalty: 3414.920654
	Iteration 35Q: 3 clusters Score -4530940 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4531011.000000 Penalty: 3414.920654
	Iteration 36Q: 3 clusters Score -4531011 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4531030.500000 Penalty: 3414.920654
	Iteration 37Q: 3 clusters Score -4531030 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -4531041.000000 Penalty: 3414.920654
	Iteration 38Q: 3 clusters Score -4531041 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -4531060.000000 Penalty: 3414.920654
	Iteration 39Q: 3 clusters Score -4531060 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -4531093.000000 Penalty: 3414.920654
	Iteration 40F: 3 clusters Score -4531093 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -4531092.000000 Penalty: 3414.920654
	Iteration 41Q: 3 clusters Score -4531092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -4531096.000000 Penalty: 3414.920654
	Iteration 42Q: 3 clusters Score -4531096 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28863 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -4531114.000000 Penalty: 3414.920654
	Iteration 43Q: 3 clusters Score -4531114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -4531109.000000 Penalty: 3414.920654
	Iteration 44Q: 3 clusters Score -4531109 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -4531107.000000 Penalty: 3414.920654
	Iteration 45Q: 3 clusters Score -4531107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -4531097.500000 Penalty: 3414.920654
	Iteration 46Q: 3 clusters Score -4531098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -4531109.500000 Penalty: 3414.920654
	Iteration 47Q: 3 clusters Score -4531110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -4531105.500000 Penalty: 3414.920654
	Iteration 48Q: 3 clusters Score -4531106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -4531101.500000 Penalty: 3414.920654
	Iteration 49Q: 3 clusters Score -4531102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -4531105.000000 Penalty: 3414.920654
	Iteration 50Q: 3 clusters Score -4531105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -4531107.500000 Penalty: 3414.920654
	Iteration 51Q: 3 clusters Score -4531108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -4531099.500000 Penalty: 3414.920654
	Iteration 52Q: 3 clusters Score -4531100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -4531099.000000 Penalty: 3414.920654
	Iteration 53Q: 3 clusters Score -4531099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -4531095.500000 Penalty: 3414.920654
	Iteration 54Q: 3 clusters Score -4531096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -4531095.500000 Penalty: 3414.920654
	Iteration 55F: 3 clusters Score -4531096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 13273 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 71200 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 60495 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 3574 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 34676 members 
Mstep: Class 14 contains 14570 members 
Mstep: Class 15 contains 14587 members 
Mstep: Class 16 contains 28993 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 10011 members 
Mstep: Class 20 contains 46341 members 
Mstep: Class 21 contains 3303 members 
Mstep: Class 22 contains 3574 members 
Mstep: Class 23 contains 14725 members 
Mstep: Class 24 contains 18175 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8449 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 4935 members 
Mstep: Class 29 contains 1421 members 
Mstep: Class 30 contains 1204 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 7594 members 
Entering Unmasked Estep 
Score: -48241204.000000 Penalty: 67102.023438
Splitting cluster 16 changes total score from -48237296.000000 to -48241204.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -161306.609375 Penalty: 1166.389648
	Iteration 0F: 2 clusters Score -161306.6 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 646 members 
Entering Unmasked Estep 
Score: -159641.421875 Penalty: 2332.779297
	Iteration 0F: 3 clusters Score -159641.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -159959.000000 Penalty: 2332.779297
	Iteration 1F: 3 clusters Score -159959 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -160043.140625 Penalty: 2332.779297
	Iteration 2F: 3 clusters Score -160043.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -160094.765625 Penalty: 2332.779297
	Iteration 3Q: 3 clusters Score -160094.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -160133.296875 Penalty: 2332.779297
	Iteration 4Q: 3 clusters Score -160133.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -160153.156250 Penalty: 2332.779297
	Iteration 5Q: 3 clusters Score -160153.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -160163.875000 Penalty: 2332.779297
	Iteration 6Q: 3 clusters Score -160163.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -160174.187500 Penalty: 2332.779297
	Iteration 7Q: 3 clusters Score -160174.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -160181.015625 Penalty: 2332.779297
	Iteration 8Q: 3 clusters Score -160181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -160186.890625 Penalty: 2332.779297
	Iteration 9Q: 3 clusters Score -160186.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -160191.656250 Penalty: 2332.779297
	Iteration 10Q: 3 clusters Score -160191.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160199.437500 Penalty: 2332.779297
	Iteration 11Q: 3 clusters Score -160199.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -160206.718750 Penalty: 2332.779297
	Iteration 12Q: 3 clusters Score -160206.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -160211.359375 Penalty: 2332.779297
	Iteration 13Q: 3 clusters Score -160211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -160215.546875 Penalty: 2332.779297
	Iteration 14Q: 3 clusters Score -160215.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -160221.328125 Penalty: 2332.779297
	Iteration 15Q: 3 clusters Score -160221.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -160225.812500 Penalty: 2332.779297
	Iteration 16Q: 3 clusters Score -160225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -160230.234375 Penalty: 2332.779297
	Iteration 17Q: 3 clusters Score -160230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -160237.546875 Penalty: 2332.779297
	Iteration 18Q: 3 clusters Score -160237.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -160241.312500 Penalty: 2332.779297
	Iteration 19Q: 3 clusters Score -160241.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -160244.437500 Penalty: 2332.779297
	Iteration 20F: 3 clusters Score -160244.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -160247.906250 Penalty: 2332.779297
	Iteration 21Q: 3 clusters Score -160247.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -160249.812500 Penalty: 2332.779297
	Iteration 22Q: 3 clusters Score -160249.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -160251.078125 Penalty: 2332.779297
	Iteration 23Q: 3 clusters Score -160251.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -160253.531250 Penalty: 2332.779297
	Iteration 24Q: 3 clusters Score -160253.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -160253.890625 Penalty: 2332.779297
	Iteration 25Q: 3 clusters Score -160253.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -160255.875000 Penalty: 2332.779297
	Iteration 26Q: 3 clusters Score -160255.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -160258.156250 Penalty: 2332.779297
	Iteration 27Q: 3 clusters Score -160258.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160262.062500 Penalty: 2332.779297
	Iteration 28Q: 3 clusters Score -160262.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -160266.781250 Penalty: 2332.779297
	Iteration 29Q: 3 clusters Score -160266.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -160269.359375 Penalty: 2332.779297
	Iteration 30Q: 3 clusters Score -160269.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -160270.562500 Penalty: 2332.779297
	Iteration 31Q: 3 clusters Score -160270.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -160271.093750 Penalty: 2332.779297
	Iteration 32Q: 3 clusters Score -160271.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -160271.500000 Penalty: 2332.779297
	Iteration 33Q: 3 clusters Score -160271.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -160271.500000 Penalty: 2332.779297
	Iteration 34F: 3 clusters Score -160271.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Entering Unmasked Estep 
Score: -232433.265625 Penalty: 1232.029419
	Iteration 0F: 2 clusters Score -232433.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -230380.875000 Penalty: 2464.058838
	Iteration 0F: 3 clusters Score -230380.9 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -230877.984375 Penalty: 2464.058838
	Iteration 1F: 3 clusters Score -230878 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -231144.000000 Penalty: 2464.058838
	Iteration 2F: 3 clusters Score -231144 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -231335.781250 Penalty: 2464.058838
	Iteration 3F: 3 clusters Score -231335.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -231460.359375 Penalty: 2464.058838
	Iteration 4F: 3 clusters Score -231460.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -231536.984375 Penalty: 2464.058838
	Iteration 5Q: 3 clusters Score -231537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -231591.203125 Penalty: 2464.058838
	Iteration 6Q: 3 clusters Score -231591.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -231630.109375 Penalty: 2464.058838
	Iteration 7Q: 3 clusters Score -231630.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -231649.875000 Penalty: 2464.058838
	Iteration 8Q: 3 clusters Score -231649.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -231661.500000 Penalty: 2464.058838
	Iteration 9Q: 3 clusters Score -231661.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -231669.156250 Penalty: 2464.058838
	Iteration 10Q: 3 clusters Score -231669.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -231677.562500 Penalty: 2464.058838
	Iteration 11Q: 3 clusters Score -231677.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -231682.375000 Penalty: 2464.058838
	Iteration 12Q: 3 clusters Score -231682.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -231685.296875 Penalty: 2464.058838
	Iteration 13Q: 3 clusters Score -231685.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -231688.234375 Penalty: 2464.058838
	Iteration 14Q: 3 clusters Score -231688.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -231690.437500 Penalty: 2464.058838
	Iteration 15Q: 3 clusters Score -231690.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -231690.437500 Penalty: 2464.058838
	Iteration 16F: 3 clusters Score -231690.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Entering Unmasked Estep 
Score: -1246841.875000 Penalty: 1496.859009
	Iteration 0F: 2 clusters Score -1246842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1239711.500000 Penalty: 2993.718018
	Iteration 0F: 3 clusters Score -1239712 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1242255.500000 Penalty: 2993.718018
	Iteration 1F: 3 clusters Score -1242256 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1242741.750000 Penalty: 2993.718018
	Iteration 2F: 3 clusters Score -1242742 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1243267.250000 Penalty: 2993.718018
	Iteration 3F: 3 clusters Score -1243267 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1243789.250000 Penalty: 2993.718018
	Iteration 4F: 3 clusters Score -1243789 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1244251.875000 Penalty: 2993.718018
	Iteration 5F: 3 clusters Score -1244252 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1244625.375000 Penalty: 2993.718018
	Iteration 6F: 3 clusters Score -1244625 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1244890.875000 Penalty: 2993.718018
	Iteration 7Q: 3 clusters Score -1244891 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1245098.250000 Penalty: 2993.718018
	Iteration 8Q: 3 clusters Score -1245098 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1245265.000000 Penalty: 2993.718018
	Iteration 9Q: 3 clusters Score -1245265 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1245365.625000 Penalty: 2993.718018
	Iteration 10Q: 3 clusters Score -1245366 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1245450.500000 Penalty: 2993.718018
	Iteration 11Q: 3 clusters Score -1245450 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1245527.000000 Penalty: 2993.718018
	Iteration 12Q: 3 clusters Score -1245527 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1245583.125000 Penalty: 2993.718018
	Iteration 13Q: 3 clusters Score -1245583 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1245622.875000 Penalty: 2993.718018
	Iteration 14Q: 3 clusters Score -1245623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1245637.625000 Penalty: 2993.718018
	Iteration 15Q: 3 clusters Score -1245638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1245652.875000 Penalty: 2993.718018
	Iteration 16Q: 3 clusters Score -1245653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1245659.500000 Penalty: 2993.718018
	Iteration 17Q: 3 clusters Score -1245660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1245667.875000 Penalty: 2993.718018
	Iteration 18Q: 3 clusters Score -1245668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1245673.375000 Penalty: 2993.718018
	Iteration 19Q: 3 clusters Score -1245673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1245677.250000 Penalty: 2993.718018
	Iteration 20F: 3 clusters Score -1245677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1245677.375000 Penalty: 2993.718018
	Iteration 21Q: 3 clusters Score -1245677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1245679.375000 Penalty: 2993.718018
	Iteration 22Q: 3 clusters Score -1245679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1245683.625000 Penalty: 2993.718018
	Iteration 23Q: 3 clusters Score -1245684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1245685.125000 Penalty: 2993.718018
	Iteration 24Q: 3 clusters Score -1245685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1245685.250000 Penalty: 2993.718018
	Iteration 25Q: 3 clusters Score -1245685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1245683.875000 Penalty: 2993.718018
	Iteration 26Q: 3 clusters Score -1245684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1245685.250000 Penalty: 2993.718018
	Iteration 27Q: 3 clusters Score -1245685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1245689.750000 Penalty: 2993.718018
	Iteration 28Q: 3 clusters Score -1245690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1245692.625000 Penalty: 2993.718018
	Iteration 29Q: 3 clusters Score -1245693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1245694.750000 Penalty: 2993.718018
	Iteration 30Q: 3 clusters Score -1245695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1245694.875000 Penalty: 2993.718018
	Iteration 31Q: 3 clusters Score -1245695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1245694.625000 Penalty: 2993.718018
	Iteration 32Q: 3 clusters Score -1245695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1245694.625000 Penalty: 2993.718018
	Iteration 33F: 3 clusters Score -1245695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Entering Unmasked Estep 
Score: -5705875.500000 Penalty: 1745.864624
	Iteration 0F: 2 clusters Score -5705876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -5674975.000000 Penalty: 3491.729248
	Iteration 0F: 3 clusters Score -5674975 nChanged 21793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -5687296.000000 Penalty: 3491.729248
	Iteration 1F: 3 clusters Score -5687296 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -5687886.500000 Penalty: 3491.729248
	Iteration 2Q: 3 clusters Score -5687886 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -5688447.500000 Penalty: 3491.729248
	Iteration 3Q: 3 clusters Score -5688448 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -5689056.000000 Penalty: 3491.729248
	Iteration 4Q: 3 clusters Score -5689056 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -5689804.000000 Penalty: 3491.729248
	Iteration 5Q: 3 clusters Score -5689804 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -5690769.000000 Penalty: 3491.729248
	Iteration 6Q: 3 clusters Score -5690769 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -5691896.000000 Penalty: 3491.729248
	Iteration 7Q: 3 clusters Score -5691896 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -5693303.000000 Penalty: 3491.729248
	Iteration 8F: 3 clusters Score -5693303 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5695031.500000 Penalty: 3491.729248
	Iteration 9F: 3 clusters Score -5695032 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -5696807.000000 Penalty: 3491.729248
	Iteration 10F: 3 clusters Score -5696807 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -5698320.500000 Penalty: 3491.729248
	Iteration 11F: 3 clusters Score -5698320 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -5699236.500000 Penalty: 3491.729248
	Iteration 12Q: 3 clusters Score -5699236 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -5699792.500000 Penalty: 3491.729248
	Iteration 13Q: 3 clusters Score -5699792 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -5700151.500000 Penalty: 3491.729248
	Iteration 14Q: 3 clusters Score -5700152 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -5700486.500000 Penalty: 3491.729248
	Iteration 15Q: 3 clusters Score -5700486 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -5700806.500000 Penalty: 3491.729248
	Iteration 16Q: 3 clusters Score -5700806 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -5701131.000000 Penalty: 3491.729248
	Iteration 17Q: 3 clusters Score -5701131 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -5701449.500000 Penalty: 3491.729248
	Iteration 18Q: 3 clusters Score -5701450 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -5701710.500000 Penalty: 3491.729248
	Iteration 19Q: 3 clusters Score -5701710 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28170 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -5701932.500000 Penalty: 3491.729248
	Iteration 20F: 3 clusters Score -5701932 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -5702106.500000 Penalty: 3491.729248
	Iteration 21Q: 3 clusters Score -5702106 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -5702228.000000 Penalty: 3491.729248
	Iteration 22Q: 3 clusters Score -5702228 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -5702275.000000 Penalty: 3491.729248
	Iteration 23Q: 3 clusters Score -5702275 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -5702350.500000 Penalty: 3491.729248
	Iteration 24Q: 3 clusters Score -5702350 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -5702421.000000 Penalty: 3491.729248
	Iteration 25Q: 3 clusters Score -5702421 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -5702460.500000 Penalty: 3491.729248
	Iteration 26Q: 3 clusters Score -5702460 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -5702495.500000 Penalty: 3491.729248
	Iteration 27Q: 3 clusters Score -5702496 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -5702513.000000 Penalty: 3491.729248
	Iteration 28Q: 3 clusters Score -5702513 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -5702569.000000 Penalty: 3491.729248
	Iteration 29Q: 3 clusters Score -5702569 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -5702581.000000 Penalty: 3491.729248
	Iteration 30Q: 3 clusters Score -5702581 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -5702608.000000 Penalty: 3491.729248
	Iteration 31Q: 3 clusters Score -5702608 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -5702639.000000 Penalty: 3491.729248
	Iteration 32Q: 3 clusters Score -5702639 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -5702691.000000 Penalty: 3491.729248
	Iteration 33Q: 3 clusters Score -5702691 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -5702711.500000 Penalty: 3491.729248
	Iteration 34Q: 3 clusters Score -5702712 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -5702746.500000 Penalty: 3491.729248
	Iteration 35Q: 3 clusters Score -5702746 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -5702768.500000 Penalty: 3491.729248
	Iteration 36Q: 3 clusters Score -5702768 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -5702768.500000 Penalty: 3491.729248
	Iteration 37Q: 3 clusters Score -5702768 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -5702789.500000 Penalty: 3491.729248
	Iteration 38Q: 3 clusters Score -5702790 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -5702789.500000 Penalty: 3491.729248
	Iteration 39Q: 3 clusters Score -5702790 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -5702792.000000 Penalty: 3491.729248
	Iteration 40F: 3 clusters Score -5702792 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -5702808.500000 Penalty: 3491.729248
	Iteration 41Q: 3 clusters Score -5702808 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -5702843.500000 Penalty: 3491.729248
	Iteration 42Q: 3 clusters Score -5702844 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -5702856.000000 Penalty: 3491.729248
	Iteration 43Q: 3 clusters Score -5702856 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -5702866.000000 Penalty: 3491.729248
	Iteration 44Q: 3 clusters Score -5702866 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -5702882.000000 Penalty: 3491.729248
	Iteration 45Q: 3 clusters Score -5702882 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -5702895.500000 Penalty: 3491.729248
	Iteration 46Q: 3 clusters Score -5702896 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -5702909.000000 Penalty: 3491.729248
	Iteration 47Q: 3 clusters Score -5702909 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -5702917.000000 Penalty: 3491.729248
	Iteration 48Q: 3 clusters Score -5702917 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -5702932.500000 Penalty: 3491.729248
	Iteration 49Q: 3 clusters Score -5702932 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -5702939.500000 Penalty: 3491.729248
	Iteration 50Q: 3 clusters Score -5702940 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -5702960.000000 Penalty: 3491.729248
	Iteration 51Q: 3 clusters Score -5702960 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -5702977.500000 Penalty: 3491.729248
	Iteration 52Q: 3 clusters Score -5702978 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -5702993.000000 Penalty: 3491.729248
	Iteration 53Q: 3 clusters Score -5702993 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -5703017.000000 Penalty: 3491.729248
	Iteration 54Q: 3 clusters Score -5703017 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -5703014.500000 Penalty: 3491.729248
	Iteration 55Q: 3 clusters Score -5703014 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -5703034.500000 Penalty: 3491.729248
	Iteration 56Q: 3 clusters Score -5703034 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -5703060.500000 Penalty: 3491.729248
	Iteration 57Q: 3 clusters Score -5703060 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -5703078.500000 Penalty: 3491.729248
	Iteration 58Q: 3 clusters Score -5703078 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -5703086.500000 Penalty: 3491.729248
	Iteration 59Q: 3 clusters Score -5703086 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -5703109.000000 Penalty: 3491.729248
	Iteration 60F: 3 clusters Score -5703109 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -5703114.000000 Penalty: 3491.729248
	Iteration 61Q: 3 clusters Score -5703114 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -5703126.500000 Penalty: 3491.729248
	Iteration 62Q: 3 clusters Score -5703126 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -5703130.500000 Penalty: 3491.729248
	Iteration 63Q: 3 clusters Score -5703130 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -5703118.500000 Penalty: 3491.729248
	Iteration 64Q: 3 clusters Score -5703118 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -5703119.500000 Penalty: 3491.729248
	Iteration 65Q: 3 clusters Score -5703120 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -5703128.500000 Penalty: 3491.729248
	Iteration 66Q: 3 clusters Score -5703128 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -5703138.500000 Penalty: 3491.729248
	Iteration 67Q: 3 clusters Score -5703138 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -5703134.000000 Penalty: 3491.729248
	Iteration 68Q: 3 clusters Score -5703134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -5703149.000000 Penalty: 3491.729248
	Iteration 69Q: 3 clusters Score -5703149 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -5703143.500000 Penalty: 3491.729248
	Iteration 70Q: 3 clusters Score -5703144 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -5703154.000000 Penalty: 3491.729248
	Iteration 71Q: 3 clusters Score -5703154 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -5703197.000000 Penalty: 3491.729248
	Iteration 72Q: 3 clusters Score -5703197 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -5703189.000000 Penalty: 3491.729248
	Iteration 73Q: 3 clusters Score -5703189 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -5703201.500000 Penalty: 3491.729248
	Iteration 74Q: 3 clusters Score -5703202 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -5703220.000000 Penalty: 3491.729248
	Iteration 75Q: 3 clusters Score -5703220 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -5703236.000000 Penalty: 3491.729248
	Iteration 76Q: 3 clusters Score -5703236 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -5703244.000000 Penalty: 3491.729248
	Iteration 77Q: 3 clusters Score -5703244 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -5703247.500000 Penalty: 3491.729248
	Iteration 78Q: 3 clusters Score -5703248 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -5703253.500000 Penalty: 3491.729248
	Iteration 79Q: 3 clusters Score -5703254 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -5703258.000000 Penalty: 3491.729248
	Iteration 80F: 3 clusters Score -5703258 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -5703259.500000 Penalty: 3491.729248
	Iteration 81Q: 3 clusters Score -5703260 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -5703242.500000 Penalty: 3491.729248
	Iteration 82Q: 3 clusters Score -5703242 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -5703247.500000 Penalty: 3491.729248
	Iteration 83Q: 3 clusters Score -5703248 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -5703265.000000 Penalty: 3491.729248
	Iteration 84Q: 3 clusters Score -5703265 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -5703266.500000 Penalty: 3491.729248
	Iteration 85Q: 3 clusters Score -5703266 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -5703266.000000 Penalty: 3491.729248
	Iteration 86Q: 3 clusters Score -5703266 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -5703275.500000 Penalty: 3491.729248
	Iteration 87Q: 3 clusters Score -5703276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -5703286.500000 Penalty: 3491.729248
	Iteration 88Q: 3 clusters Score -5703286 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -5703296.500000 Penalty: 3491.729248
	Iteration 89Q: 3 clusters Score -5703296 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -5703291.000000 Penalty: 3491.729248
	Iteration 90Q: 3 clusters Score -5703291 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -5703290.000000 Penalty: 3491.729248
	Iteration 91Q: 3 clusters Score -5703290 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37925 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -5703311.500000 Penalty: 3491.729248
	Iteration 92Q: 3 clusters Score -5703312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -5703321.000000 Penalty: 3491.729248
	Iteration 93Q: 3 clusters Score -5703321 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -5703336.500000 Penalty: 3491.729248
	Iteration 94Q: 3 clusters Score -5703336 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -5703338.000000 Penalty: 3491.729248
	Iteration 95Q: 3 clusters Score -5703338 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -5703323.500000 Penalty: 3491.729248
	Iteration 96Q: 3 clusters Score -5703324 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -5703330.000000 Penalty: 3491.729248
	Iteration 97Q: 3 clusters Score -5703330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -5703326.000000 Penalty: 3491.729248
	Iteration 98Q: 3 clusters Score -5703326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -5703330.000000 Penalty: 3491.729248
	Iteration 99Q: 3 clusters Score -5703330 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -5703334.000000 Penalty: 3491.729248
	Iteration 100F: 3 clusters Score -5703334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -5703343.500000 Penalty: 3491.729248
	Iteration 101Q: 3 clusters Score -5703344 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -5703352.500000 Penalty: 3491.729248
	Iteration 102Q: 3 clusters Score -5703352 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -5703359.000000 Penalty: 3491.729248
	Iteration 103Q: 3 clusters Score -5703359 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -5703368.500000 Penalty: 3491.729248
	Iteration 104Q: 3 clusters Score -5703368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -5703378.000000 Penalty: 3491.729248
	Iteration 105Q: 3 clusters Score -5703378 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -5703392.500000 Penalty: 3491.729248
	Iteration 106Q: 3 clusters Score -5703392 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -5703408.500000 Penalty: 3491.729248
	Iteration 107Q: 3 clusters Score -5703408 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -5703419.500000 Penalty: 3491.729248
	Iteration 108Q: 3 clusters Score -5703420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -5703434.000000 Penalty: 3491.729248
	Iteration 109Q: 3 clusters Score -5703434 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -5703436.000000 Penalty: 3491.729248
	Iteration 110Q: 3 clusters Score -5703436 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -5703436.000000 Penalty: 3491.729248
	Iteration 111Q: 3 clusters Score -5703436 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -5703453.000000 Penalty: 3491.729248
	Iteration 112Q: 3 clusters Score -5703453 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -5703452.500000 Penalty: 3491.729248
	Iteration 113Q: 3 clusters Score -5703452 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -5703467.000000 Penalty: 3491.729248
	Iteration 114Q: 3 clusters Score -5703467 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -5703476.500000 Penalty: 3491.729248
	Iteration 115Q: 3 clusters Score -5703476 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -5703482.500000 Penalty: 3491.729248
	Iteration 116Q: 3 clusters Score -5703482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -5703477.500000 Penalty: 3491.729248
	Iteration 117Q: 3 clusters Score -5703478 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -5703497.500000 Penalty: 3491.729248
	Iteration 118Q: 3 clusters Score -5703498 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -5703502.000000 Penalty: 3491.729248
	Iteration 119Q: 3 clusters Score -5703502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -5703514.000000 Penalty: 3491.729248
	Iteration 120F: 3 clusters Score -5703514 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -5703538.000000 Penalty: 3491.729248
	Iteration 121Q: 3 clusters Score -5703538 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -5703543.500000 Penalty: 3491.729248
	Iteration 122Q: 3 clusters Score -5703544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -5703566.000000 Penalty: 3491.729248
	Iteration 123Q: 3 clusters Score -5703566 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -5703557.000000 Penalty: 3491.729248
	Iteration 124Q: 3 clusters Score -5703557 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -5703589.000000 Penalty: 3491.729248
	Iteration 125Q: 3 clusters Score -5703589 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -5703593.000000 Penalty: 3491.729248
	Iteration 126Q: 3 clusters Score -5703593 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -5703610.000000 Penalty: 3491.729248
	Iteration 127Q: 3 clusters Score -5703610 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -5703621.500000 Penalty: 3491.729248
	Iteration 128Q: 3 clusters Score -5703622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -5703629.000000 Penalty: 3491.729248
	Iteration 129Q: 3 clusters Score -5703629 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -5703645.500000 Penalty: 3491.729248
	Iteration 130Q: 3 clusters Score -5703646 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -5703643.500000 Penalty: 3491.729248
	Iteration 131Q: 3 clusters Score -5703644 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -5703658.500000 Penalty: 3491.729248
	Iteration 132Q: 3 clusters Score -5703658 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -5703688.500000 Penalty: 3491.729248
	Iteration 133Q: 3 clusters Score -5703688 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5703694.500000 Penalty: 3491.729248
	Iteration 134Q: 3 clusters Score -5703694 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -5703713.500000 Penalty: 3491.729248
	Iteration 135Q: 3 clusters Score -5703714 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -5703724.000000 Penalty: 3491.729248
	Iteration 136Q: 3 clusters Score -5703724 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -5703718.500000 Penalty: 3491.729248
	Iteration 137Q: 3 clusters Score -5703718 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -5703717.500000 Penalty: 3491.729248
	Iteration 138Q: 3 clusters Score -5703718 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -5703723.500000 Penalty: 3491.729248
	Iteration 139Q: 3 clusters Score -5703724 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -5703740.500000 Penalty: 3491.729248
	Iteration 140F: 3 clusters Score -5703740 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -5703758.000000 Penalty: 3491.729248
	Iteration 141Q: 3 clusters Score -5703758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -5703773.500000 Penalty: 3491.729248
	Iteration 142Q: 3 clusters Score -5703774 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -5703778.000000 Penalty: 3491.729248
	Iteration 143Q: 3 clusters Score -5703778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5703790.500000 Penalty: 3491.729248
	Iteration 144Q: 3 clusters Score -5703790 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -5703797.000000 Penalty: 3491.729248
	Iteration 145Q: 3 clusters Score -5703797 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5703807.000000 Penalty: 3491.729248
	Iteration 146Q: 3 clusters Score -5703807 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -5703801.500000 Penalty: 3491.729248
	Iteration 147Q: 3 clusters Score -5703802 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -5703816.500000 Penalty: 3491.729248
	Iteration 148Q: 3 clusters Score -5703816 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -5703834.500000 Penalty: 3491.729248
	Iteration 149Q: 3 clusters Score -5703834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -5703865.000000 Penalty: 3491.729248
	Iteration 150Q: 3 clusters Score -5703865 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -5703880.500000 Penalty: 3491.729248
	Iteration 151Q: 3 clusters Score -5703880 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5703874.500000 Penalty: 3491.729248
	Iteration 152Q: 3 clusters Score -5703874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -5703892.500000 Penalty: 3491.729248
	Iteration 153Q: 3 clusters Score -5703892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5703895.500000 Penalty: 3491.729248
	Iteration 154Q: 3 clusters Score -5703896 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -5703894.000000 Penalty: 3491.729248
	Iteration 155Q: 3 clusters Score -5703894 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -5703906.000000 Penalty: 3491.729248
	Iteration 156Q: 3 clusters Score -5703906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -5703926.000000 Penalty: 3491.729248
	Iteration 157Q: 3 clusters Score -5703926 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5703918.500000 Penalty: 3491.729248
	Iteration 158Q: 3 clusters Score -5703918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -5703937.000000 Penalty: 3491.729248
	Iteration 159Q: 3 clusters Score -5703937 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -5703961.000000 Penalty: 3491.729248
	Iteration 160F: 3 clusters Score -5703961 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -5703989.000000 Penalty: 3491.729248
	Iteration 161Q: 3 clusters Score -5703989 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -5704010.000000 Penalty: 3491.729248
	Iteration 162Q: 3 clusters Score -5704010 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5704028.500000 Penalty: 3491.729248
	Iteration 163Q: 3 clusters Score -5704028 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -5704053.500000 Penalty: 3491.729248
	Iteration 164Q: 3 clusters Score -5704054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5704062.500000 Penalty: 3491.729248
	Iteration 165Q: 3 clusters Score -5704062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -5704063.500000 Penalty: 3491.729248
	Iteration 166Q: 3 clusters Score -5704064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44286 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5704079.000000 Penalty: 3491.729248
	Iteration 167Q: 3 clusters Score -5704079 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -5704116.000000 Penalty: 3491.729248
	Iteration 168Q: 3 clusters Score -5704116 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5704122.000000 Penalty: 3491.729248
	Iteration 169Q: 3 clusters Score -5704122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -5704152.000000 Penalty: 3491.729248
	Iteration 170Q: 3 clusters Score -5704152 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5704164.000000 Penalty: 3491.729248
	Iteration 171Q: 3 clusters Score -5704164 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5704186.500000 Penalty: 3491.729248
	Iteration 172Q: 3 clusters Score -5704186 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5704205.500000 Penalty: 3491.729248
	Iteration 173Q: 3 clusters Score -5704206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5704226.000000 Penalty: 3491.729248
	Iteration 174Q: 3 clusters Score -5704226 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5704243.500000 Penalty: 3491.729248
	Iteration 175Q: 3 clusters Score -5704244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5704282.500000 Penalty: 3491.729248
	Iteration 176Q: 3 clusters Score -5704282 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5704298.500000 Penalty: 3491.729248
	Iteration 177Q: 3 clusters Score -5704298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5704315.500000 Penalty: 3491.729248
	Iteration 178Q: 3 clusters Score -5704316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -5704343.000000 Penalty: 3491.729248
	Iteration 179Q: 3 clusters Score -5704343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5704348.500000 Penalty: 3491.729248
	Iteration 180F: 3 clusters Score -5704348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -5704355.500000 Penalty: 3491.729248
	Iteration 181Q: 3 clusters Score -5704356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5704361.500000 Penalty: 3491.729248
	Iteration 182Q: 3 clusters Score -5704362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5704377.500000 Penalty: 3491.729248
	Iteration 183Q: 3 clusters Score -5704378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5704395.000000 Penalty: 3491.729248
	Iteration 184Q: 3 clusters Score -5704395 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5704406.000000 Penalty: 3491.729248
	Iteration 185Q: 3 clusters Score -5704406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5704407.500000 Penalty: 3491.729248
	Iteration 186Q: 3 clusters Score -5704408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5704407.500000 Penalty: 3491.729248
	Iteration 187Q: 3 clusters Score -5704408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5704425.000000 Penalty: 3491.729248
	Iteration 188Q: 3 clusters Score -5704425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5704435.000000 Penalty: 3491.729248
	Iteration 189Q: 3 clusters Score -5704435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5704435.000000 Penalty: 3491.729248
	Iteration 190Q: 3 clusters Score -5704435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5704439.000000 Penalty: 3491.729248
	Iteration 191Q: 3 clusters Score -5704439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -5704439.500000 Penalty: 3491.729248
	Iteration 192Q: 3 clusters Score -5704440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -5704429.500000 Penalty: 3491.729248
	Iteration 193Q: 3 clusters Score -5704430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5704439.500000 Penalty: 3491.729248
	Iteration 194Q: 3 clusters Score -5704440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5704450.500000 Penalty: 3491.729248
	Iteration 195Q: 3 clusters Score -5704450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5704450.000000 Penalty: 3491.729248
	Iteration 196Q: 3 clusters Score -5704450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5704448.000000 Penalty: 3491.729248
	Iteration 197Q: 3 clusters Score -5704448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5704452.500000 Penalty: 3491.729248
	Iteration 198Q: 3 clusters Score -5704452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5704447.000000 Penalty: 3491.729248
	Iteration 199Q: 3 clusters Score -5704447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5704447.500000 Penalty: 3491.729248
	Iteration 200F: 3 clusters Score -5704448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5704447.500000 Penalty: 3491.729248
	Iteration 201Q: 3 clusters Score -5704448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5704448.000000 Penalty: 3491.729248
	Iteration 202Q: 3 clusters Score -5704448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5704450.500000 Penalty: 3491.729248
	Iteration 203Q: 3 clusters Score -5704450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5704458.000000 Penalty: 3491.729248
	Iteration 204Q: 3 clusters Score -5704458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5704461.500000 Penalty: 3491.729248
	Iteration 205Q: 3 clusters Score -5704462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5704456.500000 Penalty: 3491.729248
	Iteration 206Q: 3 clusters Score -5704456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5704458.500000 Penalty: 3491.729248
	Iteration 207Q: 3 clusters Score -5704458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5704460.500000 Penalty: 3491.729248
	Iteration 208Q: 3 clusters Score -5704460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5704458.000000 Penalty: 3491.729248
	Iteration 209Q: 3 clusters Score -5704458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5704461.000000 Penalty: 3491.729248
	Iteration 210Q: 3 clusters Score -5704461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5704463.000000 Penalty: 3491.729248
	Iteration 211Q: 3 clusters Score -5704463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5704470.000000 Penalty: 3491.729248
	Iteration 212Q: 3 clusters Score -5704470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5704480.000000 Penalty: 3491.729248
	Iteration 213Q: 3 clusters Score -5704480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5704478.500000 Penalty: 3491.729248
	Iteration 214Q: 3 clusters Score -5704478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5704479.000000 Penalty: 3491.729248
	Iteration 215Q: 3 clusters Score -5704479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5704476.000000 Penalty: 3491.729248
	Iteration 216Q: 3 clusters Score -5704476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -5704473.500000 Penalty: 3491.729248
	Iteration 217Q: 3 clusters Score -5704474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5704472.000000 Penalty: 3491.729248
	Iteration 218Q: 3 clusters Score -5704472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5704478.500000 Penalty: 3491.729248
	Iteration 219Q: 3 clusters Score -5704478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5704472.000000 Penalty: 3491.729248
	Iteration 220F: 3 clusters Score -5704472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5704473.000000 Penalty: 3491.729248
	Iteration 221Q: 3 clusters Score -5704473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5704473.000000 Penalty: 3491.729248
	Iteration 222Q: 3 clusters Score -5704473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5704477.000000 Penalty: 3491.729248
	Iteration 223Q: 3 clusters Score -5704477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5704475.500000 Penalty: 3491.729248
	Iteration 224Q: 3 clusters Score -5704476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -5704476.000000 Penalty: 3491.729248
	Iteration 225Q: 3 clusters Score -5704476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5704475.000000 Penalty: 3491.729248
	Iteration 226Q: 3 clusters Score -5704475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5704474.500000 Penalty: 3491.729248
	Iteration 227Q: 3 clusters Score -5704474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5704478.000000 Penalty: 3491.729248
	Iteration 228Q: 3 clusters Score -5704478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5704478.000000 Penalty: 3491.729248
	Iteration 229F: 3 clusters Score -5704478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Entering Unmasked Estep 
Score: -395136.312500 Penalty: 1316.670288
	Iteration 0F: 2 clusters Score -395136.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -392251.093750 Penalty: 2633.340576
	Iteration 0F: 3 clusters Score -392251.1 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -392954.750000 Penalty: 2633.340576
	Iteration 1F: 3 clusters Score -392954.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -393163.125000 Penalty: 2633.340576
	Iteration 2F: 3 clusters Score -393163.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -393329.437500 Penalty: 2633.340576
	Iteration 3F: 3 clusters Score -393329.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -393515.656250 Penalty: 2633.340576
	Iteration 4F: 3 clusters Score -393515.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -393741.562500 Penalty: 2633.340576
	Iteration 5F: 3 clusters Score -393741.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -393980.500000 Penalty: 2633.340576
	Iteration 6F: 3 clusters Score -393980.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -394174.312500 Penalty: 2633.340576
	Iteration 7F: 3 clusters Score -394174.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -394277.593750 Penalty: 2633.340576
	Iteration 8Q: 3 clusters Score -394277.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -394356.218750 Penalty: 2633.340576
	Iteration 9Q: 3 clusters Score -394356.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -394407.750000 Penalty: 2633.340576
	Iteration 10Q: 3 clusters Score -394407.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -394435.687500 Penalty: 2633.340576
	Iteration 11Q: 3 clusters Score -394435.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -394457.687500 Penalty: 2633.340576
	Iteration 12Q: 3 clusters Score -394457.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -394478.906250 Penalty: 2633.340576
	Iteration 13Q: 3 clusters Score -394478.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -394502.281250 Penalty: 2633.340576
	Iteration 14Q: 3 clusters Score -394502.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -394519.031250 Penalty: 2633.340576
	Iteration 15Q: 3 clusters Score -394519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -394534.562500 Penalty: 2633.340576
	Iteration 16Q: 3 clusters Score -394534.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -394550.531250 Penalty: 2633.340576
	Iteration 17Q: 3 clusters Score -394550.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -394566.093750 Penalty: 2633.340576
	Iteration 18Q: 3 clusters Score -394566.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -394581.500000 Penalty: 2633.340576
	Iteration 19Q: 3 clusters Score -394581.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -394600.468750 Penalty: 2633.340576
	Iteration 20F: 3 clusters Score -394600.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -394628.968750 Penalty: 2633.340576
	Iteration 21Q: 3 clusters Score -394629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -394660.281250 Penalty: 2633.340576
	Iteration 22Q: 3 clusters Score -394660.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -394700.906250 Penalty: 2633.340576
	Iteration 23Q: 3 clusters Score -394700.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -394727.218750 Penalty: 2633.340576
	Iteration 24Q: 3 clusters Score -394727.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -394749.687500 Penalty: 2633.340576
	Iteration 25Q: 3 clusters Score -394749.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -394764.093750 Penalty: 2633.340576
	Iteration 26Q: 3 clusters Score -394764.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -394776.312500 Penalty: 2633.340576
	Iteration 27Q: 3 clusters Score -394776.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -394792.093750 Penalty: 2633.340576
	Iteration 28Q: 3 clusters Score -394792.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -394804.937500 Penalty: 2633.340576
	Iteration 29Q: 3 clusters Score -394804.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -394818.000000 Penalty: 2633.340576
	Iteration 30Q: 3 clusters Score -394818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -394827.750000 Penalty: 2633.340576
	Iteration 31Q: 3 clusters Score -394827.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -394843.281250 Penalty: 2633.340576
	Iteration 32Q: 3 clusters Score -394843.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -394857.406250 Penalty: 2633.340576
	Iteration 33Q: 3 clusters Score -394857.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -394869.062500 Penalty: 2633.340576
	Iteration 34Q: 3 clusters Score -394869.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -394876.218750 Penalty: 2633.340576
	Iteration 35Q: 3 clusters Score -394876.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -394882.468750 Penalty: 2633.340576
	Iteration 36Q: 3 clusters Score -394882.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -394887.125000 Penalty: 2633.340576
	Iteration 37Q: 3 clusters Score -394887.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -394894.468750 Penalty: 2633.340576
	Iteration 38Q: 3 clusters Score -394894.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -394901.531250 Penalty: 2633.340576
	Iteration 39Q: 3 clusters Score -394901.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -394909.593750 Penalty: 2633.340576
	Iteration 40F: 3 clusters Score -394909.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -394915.593750 Penalty: 2633.340576
	Iteration 41Q: 3 clusters Score -394915.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -394925.687500 Penalty: 2633.340576
	Iteration 42Q: 3 clusters Score -394925.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -394934.062500 Penalty: 2633.340576
	Iteration 43Q: 3 clusters Score -394934.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -394941.406250 Penalty: 2633.340576
	Iteration 44Q: 3 clusters Score -394941.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -394947.875000 Penalty: 2633.340576
	Iteration 45Q: 3 clusters Score -394947.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -394962.031250 Penalty: 2633.340576
	Iteration 46Q: 3 clusters Score -394962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -394976.125000 Penalty: 2633.340576
	Iteration 47Q: 3 clusters Score -394976.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -394990.156250 Penalty: 2633.340576
	Iteration 48Q: 3 clusters Score -394990.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -394999.531250 Penalty: 2633.340576
	Iteration 49Q: 3 clusters Score -394999.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -395013.125000 Penalty: 2633.340576
	Iteration 50Q: 3 clusters Score -395013.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -395034.125000 Penalty: 2633.340576
	Iteration 51Q: 3 clusters Score -395034.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -395047.406250 Penalty: 2633.340576
	Iteration 52Q: 3 clusters Score -395047.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -395062.843750 Penalty: 2633.340576
	Iteration 53Q: 3 clusters Score -395062.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -395083.843750 Penalty: 2633.340576
	Iteration 54Q: 3 clusters Score -395083.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -395111.375000 Penalty: 2633.340576
	Iteration 55Q: 3 clusters Score -395111.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -395141.312500 Penalty: 2633.340576
	Iteration 56Q: 3 clusters Score -395141.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -395163.343750 Penalty: 2633.340576
	Iteration 57Q: 3 clusters Score -395163.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -395188.625000 Penalty: 2633.340576
	Iteration 58Q: 3 clusters Score -395188.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -395199.875000 Penalty: 2633.340576
	Iteration 59Q: 3 clusters Score -395199.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -395217.625000 Penalty: 2633.340576
	Iteration 60F: 3 clusters Score -395217.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -395229.906250 Penalty: 2633.340576
	Iteration 61Q: 3 clusters Score -395229.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -395236.218750 Penalty: 2633.340576
	Iteration 62Q: 3 clusters Score -395236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -395240.906250 Penalty: 2633.340576
	Iteration 63Q: 3 clusters Score -395240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -395242.625000 Penalty: 2633.340576
	Iteration 64Q: 3 clusters Score -395242.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -395243.468750 Penalty: 2633.340576
	Iteration 65Q: 3 clusters Score -395243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -395244.968750 Penalty: 2633.340576
	Iteration 66Q: 3 clusters Score -395245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -395244.968750 Penalty: 2633.340576
	Iteration 67F: 3 clusters Score -395245 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 13273 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 71200 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 60495 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 3574 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 34676 members 
Mstep: Class 14 contains 14570 members 
Mstep: Class 15 contains 14587 members 
Mstep: Class 16 contains 28993 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 10011 members 
Mstep: Class 20 contains 46341 members 
Mstep: Class 21 contains 1213 members 
Mstep: Class 22 contains 3574 members 
Mstep: Class 23 contains 14725 members 
Mstep: Class 24 contains 18175 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8449 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 4935 members 
Mstep: Class 29 contains 1421 members 
Mstep: Class 30 contains 1204 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 2090 members 
Entering Unmasked Estep 
Score: -48240520.000000 Penalty: 69198.960938
Splitting cluster 21 changes total score from -48237296.000000 to -48240520.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (3574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Entering Unmasked Estep 
Score: -425002.218750 Penalty: 1329.484009
	Iteration 0F: 2 clusters Score -425002.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -421955.437500 Penalty: 2658.968018
	Iteration 0F: 3 clusters Score -421955.4 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -422927.437500 Penalty: 2658.968018
	Iteration 1F: 3 clusters Score -422927.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -423279.625000 Penalty: 2658.968018
	Iteration 2F: 3 clusters Score -423279.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -423657.156250 Penalty: 2658.968018
	Iteration 3F: 3 clusters Score -423657.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -423990.156250 Penalty: 2658.968018
	Iteration 4F: 3 clusters Score -423990.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -424313.500000 Penalty: 2658.968018
	Iteration 5F: 3 clusters Score -424313.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -424662.187500 Penalty: 2658.968018
	Iteration 6F: 3 clusters Score -424662.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -425287.437500 Penalty: 2658.968018
	Iteration 7F: 3 clusters Score -425287.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -425931.093750 Penalty: 2658.968018
	Iteration 8F: 3 clusters Score -425931.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -426358.781250 Penalty: 2658.968018
	Iteration 9F: 3 clusters Score -426358.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -426512.343750 Penalty: 2658.968018
	Iteration 10Q: 3 clusters Score -426512.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -426542.250000 Penalty: 2658.968018
	Iteration 11Q: 3 clusters Score -426542.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -426551.125000 Penalty: 2658.968018
	Iteration 12Q: 3 clusters Score -426551.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -426554.000000 Penalty: 2658.968018
	Iteration 13Q: 3 clusters Score -426554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -426554.343750 Penalty: 2658.968018
	Iteration 14Q: 3 clusters Score -426554.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -426555.437500 Penalty: 2658.968018
	Iteration 15Q: 3 clusters Score -426555.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -426555.968750 Penalty: 2658.968018
	Iteration 16Q: 3 clusters Score -426556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -426555.937500 Penalty: 2658.968018
	Iteration 17Q: 3 clusters Score -426555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -426556.562500 Penalty: 2658.968018
	Iteration 18Q: 3 clusters Score -426556.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -426557.031250 Penalty: 2658.968018
	Iteration 19Q: 3 clusters Score -426557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -426557.406250 Penalty: 2658.968018
	Iteration 20F: 3 clusters Score -426557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -426557.812500 Penalty: 2658.968018
	Iteration 21Q: 3 clusters Score -426557.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -426558.468750 Penalty: 2658.968018
	Iteration 22Q: 3 clusters Score -426558.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -426559.000000 Penalty: 2658.968018
	Iteration 23Q: 3 clusters Score -426559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -426558.687500 Penalty: 2658.968018
	Iteration 24Q: 3 clusters Score -426558.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -426558.687500 Penalty: 2658.968018
	Iteration 25F: 3 clusters Score -426558.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 13273 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 71200 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 60495 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 3574 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 34676 members 
Mstep: Class 14 contains 14570 members 
Mstep: Class 15 contains 14587 members 
Mstep: Class 16 contains 28993 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 10011 members 
Mstep: Class 20 contains 46341 members 
Mstep: Class 21 contains 1213 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 14725 members 
Mstep: Class 24 contains 18175 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8449 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 4935 members 
Mstep: Class 29 contains 1421 members 
Mstep: Class 30 contains 1204 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 2090 members 
Mstep: Class 34 contains 1445 members 
Entering Unmasked Estep 
Score: -48241304.000000 Penalty: 71295.898438
Splitting cluster 22 changes total score from -48237296.000000 to -48241304.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 23 (14725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Entering Unmasked Estep 
Score: -1850661.750000 Penalty: 1559.561646
	Iteration 0F: 2 clusters Score -1850662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1840491.625000 Penalty: 3119.123291
	Iteration 0F: 3 clusters Score -1840492 nChanged 6548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1844019.250000 Penalty: 3119.123291
	Iteration 1F: 3 clusters Score -1844019 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1844300.000000 Penalty: 3119.123291
	Iteration 2F: 3 clusters Score -1844300 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1844512.250000 Penalty: 3119.123291
	Iteration 3Q: 3 clusters Score -1844512 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1844681.125000 Penalty: 3119.123291
	Iteration 4Q: 3 clusters Score -1844681 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1844856.500000 Penalty: 3119.123291
	Iteration 5Q: 3 clusters Score -1844856 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1845048.875000 Penalty: 3119.123291
	Iteration 6Q: 3 clusters Score -1845049 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1845271.750000 Penalty: 3119.123291
	Iteration 7Q: 3 clusters Score -1845272 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1845516.625000 Penalty: 3119.123291
	Iteration 8Q: 3 clusters Score -1845517 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1845803.000000 Penalty: 3119.123291
	Iteration 9Q: 3 clusters Score -1845803 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1846129.375000 Penalty: 3119.123291
	Iteration 10Q: 3 clusters Score -1846129 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1846539.250000 Penalty: 3119.123291
	Iteration 11Q: 3 clusters Score -1846539 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1846960.500000 Penalty: 3119.123291
	Iteration 12Q: 3 clusters Score -1846960 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1847331.625000 Penalty: 3119.123291
	Iteration 13Q: 3 clusters Score -1847332 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1847657.875000 Penalty: 3119.123291
	Iteration 14Q: 3 clusters Score -1847658 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -1847928.625000 Penalty: 3119.123291
	Iteration 15Q: 3 clusters Score -1847929 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1848186.125000 Penalty: 3119.123291
	Iteration 16Q: 3 clusters Score -1848186 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1848401.375000 Penalty: 3119.123291
	Iteration 17Q: 3 clusters Score -1848401 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1848568.625000 Penalty: 3119.123291
	Iteration 18Q: 3 clusters Score -1848569 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -1848675.125000 Penalty: 3119.123291
	Iteration 19Q: 3 clusters Score -1848675 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1848780.000000 Penalty: 3119.123291
	Iteration 20F: 3 clusters Score -1848780 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1848850.875000 Penalty: 3119.123291
	Iteration 21Q: 3 clusters Score -1848851 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -1848896.750000 Penalty: 3119.123291
	Iteration 22Q: 3 clusters Score -1848897 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1848945.125000 Penalty: 3119.123291
	Iteration 23Q: 3 clusters Score -1848945 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -1848987.750000 Penalty: 3119.123291
	Iteration 24Q: 3 clusters Score -1848988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1849032.875000 Penalty: 3119.123291
	Iteration 25Q: 3 clusters Score -1849033 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1849062.625000 Penalty: 3119.123291
	Iteration 26Q: 3 clusters Score -1849063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1849089.250000 Penalty: 3119.123291
	Iteration 27Q: 3 clusters Score -1849089 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1849120.625000 Penalty: 3119.123291
	Iteration 28Q: 3 clusters Score -1849121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1849142.375000 Penalty: 3119.123291
	Iteration 29Q: 3 clusters Score -1849142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1849162.125000 Penalty: 3119.123291
	Iteration 30Q: 3 clusters Score -1849162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1849178.625000 Penalty: 3119.123291
	Iteration 31Q: 3 clusters Score -1849179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1849203.750000 Penalty: 3119.123291
	Iteration 32Q: 3 clusters Score -1849204 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1849216.250000 Penalty: 3119.123291
	Iteration 33Q: 3 clusters Score -1849216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1849237.500000 Penalty: 3119.123291
	Iteration 34Q: 3 clusters Score -1849238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1849246.250000 Penalty: 3119.123291
	Iteration 35Q: 3 clusters Score -1849246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1849256.375000 Penalty: 3119.123291
	Iteration 36Q: 3 clusters Score -1849256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1849264.875000 Penalty: 3119.123291
	Iteration 37Q: 3 clusters Score -1849265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1849266.375000 Penalty: 3119.123291
	Iteration 38Q: 3 clusters Score -1849266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1849269.750000 Penalty: 3119.123291
	Iteration 39Q: 3 clusters Score -1849270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1849271.500000 Penalty: 3119.123291
	Iteration 40F: 3 clusters Score -1849272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1849271.750000 Penalty: 3119.123291
	Iteration 41Q: 3 clusters Score -1849272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1849278.000000 Penalty: 3119.123291
	Iteration 42Q: 3 clusters Score -1849278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1849277.250000 Penalty: 3119.123291
	Iteration 43Q: 3 clusters Score -1849277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1849276.000000 Penalty: 3119.123291
	Iteration 44Q: 3 clusters Score -1849276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1849277.250000 Penalty: 3119.123291
	Iteration 45Q: 3 clusters Score -1849277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1849278.000000 Penalty: 3119.123291
	Iteration 46Q: 3 clusters Score -1849278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1849279.250000 Penalty: 3119.123291
	Iteration 47Q: 3 clusters Score -1849279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1849279.250000 Penalty: 3119.123291
	Iteration 48F: 3 clusters Score -1849279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Entering Unmasked Estep 
Score: -2240247.250000 Penalty: 1593.767822
	Iteration 0F: 2 clusters Score -2240247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2227854.500000 Penalty: 3187.535645
	Iteration 0F: 3 clusters Score -2227854 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2232537.500000 Penalty: 3187.535645
	Iteration 1F: 3 clusters Score -2232538 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2233076.750000 Penalty: 3187.535645
	Iteration 2F: 3 clusters Score -2233077 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2233682.250000 Penalty: 3187.535645
	Iteration 3F: 3 clusters Score -2233682 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2234420.000000 Penalty: 3187.535645
	Iteration 4F: 3 clusters Score -2234420 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2235329.750000 Penalty: 3187.535645
	Iteration 5F: 3 clusters Score -2235330 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2236490.750000 Penalty: 3187.535645
	Iteration 6F: 3 clusters Score -2236491 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2237480.250000 Penalty: 3187.535645
	Iteration 7F: 3 clusters Score -2237480 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2238001.000000 Penalty: 3187.535645
	Iteration 8Q: 3 clusters Score -2238001 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2238209.000000 Penalty: 3187.535645
	Iteration 9Q: 3 clusters Score -2238209 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2238314.750000 Penalty: 3187.535645
	Iteration 10Q: 3 clusters Score -2238315 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2238386.750000 Penalty: 3187.535645
	Iteration 11Q: 3 clusters Score -2238387 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2238444.500000 Penalty: 3187.535645
	Iteration 12Q: 3 clusters Score -2238444 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2238471.000000 Penalty: 3187.535645
	Iteration 13Q: 3 clusters Score -2238471 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2238502.250000 Penalty: 3187.535645
	Iteration 14Q: 3 clusters Score -2238502 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2238535.750000 Penalty: 3187.535645
	Iteration 15Q: 3 clusters Score -2238536 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2238558.500000 Penalty: 3187.535645
	Iteration 16Q: 3 clusters Score -2238558 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2238583.500000 Penalty: 3187.535645
	Iteration 17Q: 3 clusters Score -2238584 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2238624.500000 Penalty: 3187.535645
	Iteration 18Q: 3 clusters Score -2238624 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2238673.500000 Penalty: 3187.535645
	Iteration 19Q: 3 clusters Score -2238674 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2238713.250000 Penalty: 3187.535645
	Iteration 20F: 3 clusters Score -2238713 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2238763.000000 Penalty: 3187.535645
	Iteration 21Q: 3 clusters Score -2238763 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2238845.750000 Penalty: 3187.535645
	Iteration 22Q: 3 clusters Score -2238846 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -2238931.750000 Penalty: 3187.535645
	Iteration 23Q: 3 clusters Score -2238932 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2239025.250000 Penalty: 3187.535645
	Iteration 24Q: 3 clusters Score -2239025 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2239128.500000 Penalty: 3187.535645
	Iteration 25Q: 3 clusters Score -2239128 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -2239249.500000 Penalty: 3187.535645
	Iteration 26Q: 3 clusters Score -2239250 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2239362.750000 Penalty: 3187.535645
	Iteration 27Q: 3 clusters Score -2239363 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2239464.750000 Penalty: 3187.535645
	Iteration 28Q: 3 clusters Score -2239465 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -2239582.750000 Penalty: 3187.535645
	Iteration 29Q: 3 clusters Score -2239583 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2239676.000000 Penalty: 3187.535645
	Iteration 30Q: 3 clusters Score -2239676 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -2239731.750000 Penalty: 3187.535645
	Iteration 31Q: 3 clusters Score -2239732 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2239778.750000 Penalty: 3187.535645
	Iteration 32Q: 3 clusters Score -2239779 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2239803.750000 Penalty: 3187.535645
	Iteration 33Q: 3 clusters Score -2239804 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2239822.750000 Penalty: 3187.535645
	Iteration 34Q: 3 clusters Score -2239823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2239828.000000 Penalty: 3187.535645
	Iteration 35Q: 3 clusters Score -2239828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -2239829.500000 Penalty: 3187.535645
	Iteration 36Q: 3 clusters Score -2239830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2239842.000000 Penalty: 3187.535645
	Iteration 37Q: 3 clusters Score -2239842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2239842.000000 Penalty: 3187.535645
	Iteration 38Q: 3 clusters Score -2239842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2239843.750000 Penalty: 3187.535645
	Iteration 39Q: 3 clusters Score -2239844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2239844.750000 Penalty: 3187.535645
	Iteration 40F: 3 clusters Score -2239845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2239845.750000 Penalty: 3187.535645
	Iteration 41Q: 3 clusters Score -2239846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2239845.250000 Penalty: 3187.535645
	Iteration 42Q: 3 clusters Score -2239845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2239843.500000 Penalty: 3187.535645
	Iteration 43Q: 3 clusters Score -2239844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2239843.250000 Penalty: 3187.535645
	Iteration 44Q: 3 clusters Score -2239843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2239844.500000 Penalty: 3187.535645
	Iteration 45Q: 3 clusters Score -2239844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2239841.750000 Penalty: 3187.535645
	Iteration 46Q: 3 clusters Score -2239842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2239841.000000 Penalty: 3187.535645
	Iteration 47Q: 3 clusters Score -2239841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2239841.000000 Penalty: 3187.535645
	Iteration 48F: 3 clusters Score -2239841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -287132.968750 Penalty: 1261.836060
	Iteration 0F: 2 clusters Score -287133 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 1172 members 
Entering Unmasked Estep 
Score: -284802.812500 Penalty: 2523.672119
	Iteration 0F: 3 clusters Score -284802.8 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -285352.343750 Penalty: 2523.672119
	Iteration 1F: 3 clusters Score -285352.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -285480.843750 Penalty: 2523.672119
	Iteration 2F: 3 clusters Score -285480.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -285562.250000 Penalty: 2523.672119
	Iteration 3F: 3 clusters Score -285562.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -285610.468750 Penalty: 2523.672119
	Iteration 4Q: 3 clusters Score -285610.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -285662.625000 Penalty: 2523.672119
	Iteration 5Q: 3 clusters Score -285662.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -285716.625000 Penalty: 2523.672119
	Iteration 6Q: 3 clusters Score -285716.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -285759.562500 Penalty: 2523.672119
	Iteration 7Q: 3 clusters Score -285759.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -285795.093750 Penalty: 2523.672119
	Iteration 8Q: 3 clusters Score -285795.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -285829.687500 Penalty: 2523.672119
	Iteration 9Q: 3 clusters Score -285829.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -285856.406250 Penalty: 2523.672119
	Iteration 10Q: 3 clusters Score -285856.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -285884.687500 Penalty: 2523.672119
	Iteration 11Q: 3 clusters Score -285884.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -285915.593750 Penalty: 2523.672119
	Iteration 12Q: 3 clusters Score -285915.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -285952.218750 Penalty: 2523.672119
	Iteration 13Q: 3 clusters Score -285952.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -285993.406250 Penalty: 2523.672119
	Iteration 14Q: 3 clusters Score -285993.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -286028.781250 Penalty: 2523.672119
	Iteration 15Q: 3 clusters Score -286028.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -286070.593750 Penalty: 2523.672119
	Iteration 16Q: 3 clusters Score -286070.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -286099.281250 Penalty: 2523.672119
	Iteration 17Q: 3 clusters Score -286099.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -286113.781250 Penalty: 2523.672119
	Iteration 18Q: 3 clusters Score -286113.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -286126.656250 Penalty: 2523.672119
	Iteration 19Q: 3 clusters Score -286126.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -286135.750000 Penalty: 2523.672119
	Iteration 20F: 3 clusters Score -286135.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -286148.125000 Penalty: 2523.672119
	Iteration 21Q: 3 clusters Score -286148.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -286157.031250 Penalty: 2523.672119
	Iteration 22Q: 3 clusters Score -286157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -286168.218750 Penalty: 2523.672119
	Iteration 23Q: 3 clusters Score -286168.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -286175.531250 Penalty: 2523.672119
	Iteration 24Q: 3 clusters Score -286175.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -286180.062500 Penalty: 2523.672119
	Iteration 25Q: 3 clusters Score -286180.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -286183.906250 Penalty: 2523.672119
	Iteration 26Q: 3 clusters Score -286183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -286187.968750 Penalty: 2523.672119
	Iteration 27Q: 3 clusters Score -286188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -286192.593750 Penalty: 2523.672119
	Iteration 28Q: 3 clusters Score -286192.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -286195.718750 Penalty: 2523.672119
	Iteration 29Q: 3 clusters Score -286195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -286198.156250 Penalty: 2523.672119
	Iteration 30Q: 3 clusters Score -286198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -286200.718750 Penalty: 2523.672119
	Iteration 31Q: 3 clusters Score -286200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -286202.718750 Penalty: 2523.672119
	Iteration 32Q: 3 clusters Score -286202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -286203.781250 Penalty: 2523.672119
	Iteration 33Q: 3 clusters Score -286203.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -286205.750000 Penalty: 2523.672119
	Iteration 34Q: 3 clusters Score -286205.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -286207.218750 Penalty: 2523.672119
	Iteration 35Q: 3 clusters Score -286207.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -286208.156250 Penalty: 2523.672119
	Iteration 36Q: 3 clusters Score -286208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -286208.375000 Penalty: 2523.672119
	Iteration 37Q: 3 clusters Score -286208.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -286208.375000 Penalty: 2523.672119
	Iteration 38F: 3 clusters Score -286208.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Entering Unmasked Estep 
Score: -1036045.187500 Penalty: 1469.293091
	Iteration 0F: 2 clusters Score -1036045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1029807.062500 Penalty: 2938.586182
	Iteration 0F: 3 clusters Score -1029807 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1031802.000000 Penalty: 2938.586182
	Iteration 1F: 3 clusters Score -1031802 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1032052.562500 Penalty: 2938.586182
	Iteration 2F: 3 clusters Score -1032053 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1032238.625000 Penalty: 2938.586182
	Iteration 3F: 3 clusters Score -1032239 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1032392.437500 Penalty: 2938.586182
	Iteration 4Q: 3 clusters Score -1032392 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1032577.875000 Penalty: 2938.586182
	Iteration 5Q: 3 clusters Score -1032578 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1032759.812500 Penalty: 2938.586182
	Iteration 6Q: 3 clusters Score -1032760 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1032977.875000 Penalty: 2938.586182
	Iteration 7Q: 3 clusters Score -1032978 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1033233.062500 Penalty: 2938.586182
	Iteration 8Q: 3 clusters Score -1033233 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1033533.812500 Penalty: 2938.586182
	Iteration 9F: 3 clusters Score -1033534 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1033816.562500 Penalty: 2938.586182
	Iteration 10Q: 3 clusters Score -1033817 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1034064.437500 Penalty: 2938.586182
	Iteration 11Q: 3 clusters Score -1034064 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1034282.437500 Penalty: 2938.586182
	Iteration 12Q: 3 clusters Score -1034282 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1034454.625000 Penalty: 2938.586182
	Iteration 13Q: 3 clusters Score -1034455 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1034617.125000 Penalty: 2938.586182
	Iteration 14Q: 3 clusters Score -1034617 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1034756.312500 Penalty: 2938.586182
	Iteration 15Q: 3 clusters Score -1034756 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1034850.500000 Penalty: 2938.586182
	Iteration 16Q: 3 clusters Score -1034850 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1034916.437500 Penalty: 2938.586182
	Iteration 17Q: 3 clusters Score -1034916 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1034963.187500 Penalty: 2938.586182
	Iteration 18Q: 3 clusters Score -1034963 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1035003.125000 Penalty: 2938.586182
	Iteration 19Q: 3 clusters Score -1035003 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1035025.187500 Penalty: 2938.586182
	Iteration 20F: 3 clusters Score -1035025 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1035039.875000 Penalty: 2938.586182
	Iteration 21Q: 3 clusters Score -1035040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1035054.687500 Penalty: 2938.586182
	Iteration 22Q: 3 clusters Score -1035055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1035064.125000 Penalty: 2938.586182
	Iteration 23Q: 3 clusters Score -1035064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1035070.750000 Penalty: 2938.586182
	Iteration 24Q: 3 clusters Score -1035071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1035074.500000 Penalty: 2938.586182
	Iteration 25Q: 3 clusters Score -1035074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1035079.187500 Penalty: 2938.586182
	Iteration 26Q: 3 clusters Score -1035079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1035079.062500 Penalty: 2938.586182
	Iteration 27Q: 3 clusters Score -1035079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1035081.937500 Penalty: 2938.586182
	Iteration 28Q: 3 clusters Score -1035082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1035084.250000 Penalty: 2938.586182
	Iteration 29Q: 3 clusters Score -1035084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1035085.062500 Penalty: 2938.586182
	Iteration 30Q: 3 clusters Score -1035085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1035086.625000 Penalty: 2938.586182
	Iteration 31Q: 3 clusters Score -1035087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1035090.062500 Penalty: 2938.586182
	Iteration 32Q: 3 clusters Score -1035090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1035092.875000 Penalty: 2938.586182
	Iteration 33Q: 3 clusters Score -1035093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1035094.000000 Penalty: 2938.586182
	Iteration 34Q: 3 clusters Score -1035094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1035097.000000 Penalty: 2938.586182
	Iteration 35Q: 3 clusters Score -1035097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1035099.500000 Penalty: 2938.586182
	Iteration 36Q: 3 clusters Score -1035100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1035100.625000 Penalty: 2938.586182
	Iteration 37Q: 3 clusters Score -1035101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1035102.687500 Penalty: 2938.586182
	Iteration 38Q: 3 clusters Score -1035103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1035105.000000 Penalty: 2938.586182
	Iteration 39Q: 3 clusters Score -1035105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1035106.562500 Penalty: 2938.586182
	Iteration 40F: 3 clusters Score -1035107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1035107.937500 Penalty: 2938.586182
	Iteration 41Q: 3 clusters Score -1035108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1035107.937500 Penalty: 2938.586182
	Iteration 42F: 3 clusters Score -1035108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Entering Unmasked Estep 
Score: -411307.843750 Penalty: 1320.030029
	Iteration 0F: 2 clusters Score -411307.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -408384.437500 Penalty: 2640.060059
	Iteration 0F: 3 clusters Score -408384.4 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -409197.000000 Penalty: 2640.060059
	Iteration 1F: 3 clusters Score -409197 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -409413.375000 Penalty: 2640.060059
	Iteration 2F: 3 clusters Score -409413.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -409567.843750 Penalty: 2640.060059
	Iteration 3F: 3 clusters Score -409567.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -409678.750000 Penalty: 2640.060059
	Iteration 4Q: 3 clusters Score -409678.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -409783.812500 Penalty: 2640.060059
	Iteration 5Q: 3 clusters Score -409783.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -409880.687500 Penalty: 2640.060059
	Iteration 6Q: 3 clusters Score -409880.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -409967.593750 Penalty: 2640.060059
	Iteration 7Q: 3 clusters Score -409967.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -410016.062500 Penalty: 2640.060059
	Iteration 8Q: 3 clusters Score -410016.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -410058.093750 Penalty: 2640.060059
	Iteration 9Q: 3 clusters Score -410058.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -410090.562500 Penalty: 2640.060059
	Iteration 10Q: 3 clusters Score -410090.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -410113.500000 Penalty: 2640.060059
	Iteration 11Q: 3 clusters Score -410113.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -410128.093750 Penalty: 2640.060059
	Iteration 12Q: 3 clusters Score -410128.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -410140.312500 Penalty: 2640.060059
	Iteration 13Q: 3 clusters Score -410140.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -410149.687500 Penalty: 2640.060059
	Iteration 14Q: 3 clusters Score -410149.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -410156.812500 Penalty: 2640.060059
	Iteration 15Q: 3 clusters Score -410156.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -410167.750000 Penalty: 2640.060059
	Iteration 16Q: 3 clusters Score -410167.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -410177.187500 Penalty: 2640.060059
	Iteration 17Q: 3 clusters Score -410177.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -410186.906250 Penalty: 2640.060059
	Iteration 18Q: 3 clusters Score -410186.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -410193.968750 Penalty: 2640.060059
	Iteration 19Q: 3 clusters Score -410194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -410200.781250 Penalty: 2640.060059
	Iteration 20F: 3 clusters Score -410200.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -410207.812500 Penalty: 2640.060059
	Iteration 21Q: 3 clusters Score -410207.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -410217.625000 Penalty: 2640.060059
	Iteration 22Q: 3 clusters Score -410217.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -410227.031250 Penalty: 2640.060059
	Iteration 23Q: 3 clusters Score -410227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -410236.343750 Penalty: 2640.060059
	Iteration 24Q: 3 clusters Score -410236.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -410244.187500 Penalty: 2640.060059
	Iteration 25Q: 3 clusters Score -410244.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -410250.750000 Penalty: 2640.060059
	Iteration 26Q: 3 clusters Score -410250.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -410253.218750 Penalty: 2640.060059
	Iteration 27Q: 3 clusters Score -410253.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -410257.000000 Penalty: 2640.060059
	Iteration 28Q: 3 clusters Score -410257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -410259.468750 Penalty: 2640.060059
	Iteration 29Q: 3 clusters Score -410259.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -410262.781250 Penalty: 2640.060059
	Iteration 30Q: 3 clusters Score -410262.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -410263.812500 Penalty: 2640.060059
	Iteration 31Q: 3 clusters Score -410263.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -410264.593750 Penalty: 2640.060059
	Iteration 32Q: 3 clusters Score -410264.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -410264.593750 Penalty: 2640.060059
	Iteration 33F: 3 clusters Score -410264.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Entering Unmasked Estep 
Score: -597218.062500 Penalty: 1381.917603
	Iteration 0F: 2 clusters Score -597218.1 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 2392 members 
Entering Unmasked Estep 
Score: -593314.875000 Penalty: 2763.835205
	Iteration 0F: 3 clusters Score -593314.9 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -594522.500000 Penalty: 2763.835205
	Iteration 1F: 3 clusters Score -594522.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -594831.375000 Penalty: 2763.835205
	Iteration 2F: 3 clusters Score -594831.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -595109.937500 Penalty: 2763.835205
	Iteration 3F: 3 clusters Score -595109.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -595382.250000 Penalty: 2763.835205
	Iteration 4F: 3 clusters Score -595382.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -595582.000000 Penalty: 2763.835205
	Iteration 5F: 3 clusters Score -595582 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -595729.875000 Penalty: 2763.835205
	Iteration 6Q: 3 clusters Score -595729.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -595837.000000 Penalty: 2763.835205
	Iteration 7Q: 3 clusters Score -595837 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -595909.937500 Penalty: 2763.835205
	Iteration 8Q: 3 clusters Score -595909.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -595964.437500 Penalty: 2763.835205
	Iteration 9Q: 3 clusters Score -595964.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -596030.562500 Penalty: 2763.835205
	Iteration 10Q: 3 clusters Score -596030.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -596120.750000 Penalty: 2763.835205
	Iteration 11Q: 3 clusters Score -596120.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -596241.437500 Penalty: 2763.835205
	Iteration 12Q: 3 clusters Score -596241.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -596354.875000 Penalty: 2763.835205
	Iteration 13Q: 3 clusters Score -596354.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -596463.375000 Penalty: 2763.835205
	Iteration 14Q: 3 clusters Score -596463.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -596559.250000 Penalty: 2763.835205
	Iteration 15Q: 3 clusters Score -596559.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -596655.125000 Penalty: 2763.835205
	Iteration 16Q: 3 clusters Score -596655.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -596751.375000 Penalty: 2763.835205
	Iteration 17Q: 3 clusters Score -596751.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -596865.250000 Penalty: 2763.835205
	Iteration 18Q: 3 clusters Score -596865.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -597025.250000 Penalty: 2763.835205
	Iteration 19Q: 3 clusters Score -597025.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -597209.562500 Penalty: 2763.835205
	Iteration 20F: 3 clusters Score -597209.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -597369.687500 Penalty: 2763.835205
	Iteration 21Q: 3 clusters Score -597369.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -597486.437500 Penalty: 2763.835205
	Iteration 22Q: 3 clusters Score -597486.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -597551.187500 Penalty: 2763.835205
	Iteration 23Q: 3 clusters Score -597551.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -597595.562500 Penalty: 2763.835205
	Iteration 24Q: 3 clusters Score -597595.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -597620.812500 Penalty: 2763.835205
	Iteration 25Q: 3 clusters Score -597620.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -597643.062500 Penalty: 2763.835205
	Iteration 26Q: 3 clusters Score -597643.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -597653.125000 Penalty: 2763.835205
	Iteration 27Q: 3 clusters Score -597653.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -597657.750000 Penalty: 2763.835205
	Iteration 28Q: 3 clusters Score -597657.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -597662.000000 Penalty: 2763.835205
	Iteration 29Q: 3 clusters Score -597662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -597664.562500 Penalty: 2763.835205
	Iteration 30Q: 3 clusters Score -597664.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -597665.375000 Penalty: 2763.835205
	Iteration 31Q: 3 clusters Score -597665.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -597667.437500 Penalty: 2763.835205
	Iteration 32Q: 3 clusters Score -597667.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -597668.250000 Penalty: 2763.835205
	Iteration 33Q: 3 clusters Score -597668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -597668.625000 Penalty: 2763.835205
	Iteration 34Q: 3 clusters Score -597668.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -597668.937500 Penalty: 2763.835205
	Iteration 35Q: 3 clusters Score -597668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -597668.937500 Penalty: 2763.835205
	Iteration 36F: 3 clusters Score -597668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 13273 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 71200 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 60495 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 3574 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 34676 members 
Mstep: Class 14 contains 14570 members 
Mstep: Class 15 contains 14587 members 
Mstep: Class 16 contains 28993 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 10011 members 
Mstep: Class 20 contains 46341 members 
Mstep: Class 21 contains 1213 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 14725 members 
Mstep: Class 24 contains 18175 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8449 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 1407 members 
Mstep: Class 29 contains 1421 members 
Mstep: Class 30 contains 1204 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 7594 members 
Mstep: Class 33 contains 2090 members 
Mstep: Class 34 contains 1445 members 
Mstep: Class 35 contains 3528 members 
Entering Unmasked Estep 
Score: -48241000.000000 Penalty: 73392.835938
Splitting cluster 28 changes total score from -48237296.000000 to -48241000.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 29 (1421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Entering Unmasked Estep 
Score: -169188.703125 Penalty: 1179.606323
	Iteration 0F: 2 clusters Score -169188.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -167441.171875 Penalty: 2359.212646
	Iteration 0F: 3 clusters Score -167441.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -167798.375000 Penalty: 2359.212646
	Iteration 1F: 3 clusters Score -167798.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -167900.578125 Penalty: 2359.212646
	Iteration 2F: 3 clusters Score -167900.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -167966.093750 Penalty: 2359.212646
	Iteration 3F: 3 clusters Score -167966.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -168013.640625 Penalty: 2359.212646
	Iteration 4Q: 3 clusters Score -168013.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -168051.390625 Penalty: 2359.212646
	Iteration 5Q: 3 clusters Score -168051.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -168085.265625 Penalty: 2359.212646
	Iteration 6Q: 3 clusters Score -168085.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -168117.531250 Penalty: 2359.212646
	Iteration 7Q: 3 clusters Score -168117.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -168151.531250 Penalty: 2359.212646
	Iteration 8Q: 3 clusters Score -168151.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -168187.375000 Penalty: 2359.212646
	Iteration 9Q: 3 clusters Score -168187.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -168243.421875 Penalty: 2359.212646
	Iteration 10Q: 3 clusters Score -168243.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -168321.890625 Penalty: 2359.212646
	Iteration 11Q: 3 clusters Score -168321.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -168412.656250 Penalty: 2359.212646
	Iteration 12Q: 3 clusters Score -168412.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -168484.265625 Penalty: 2359.212646
	Iteration 13Q: 3 clusters Score -168484.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -168539.312500 Penalty: 2359.212646
	Iteration 14Q: 3 clusters Score -168539.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -168585.703125 Penalty: 2359.212646
	Iteration 15Q: 3 clusters Score -168585.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -168604.984375 Penalty: 2359.212646
	Iteration 16Q: 3 clusters Score -168605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -168614.125000 Penalty: 2359.212646
	Iteration 17Q: 3 clusters Score -168614.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -168623.218750 Penalty: 2359.212646
	Iteration 18Q: 3 clusters Score -168623.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -168626.281250 Penalty: 2359.212646
	Iteration 19Q: 3 clusters Score -168626.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -168626.968750 Penalty: 2359.212646
	Iteration 20F: 3 clusters Score -168627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -150341.937500 Penalty: 1152.678223
	Iteration 0F: 2 clusters Score -150341.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -148778.921875 Penalty: 2305.356445
	Iteration 0F: 3 clusters Score -148778.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -149049.640625 Penalty: 2305.356445
	Iteration 1F: 3 clusters Score -149049.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -149110.125000 Penalty: 2305.356445
	Iteration 2F: 3 clusters Score -149110.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -149143.734375 Penalty: 2305.356445
	Iteration 3Q: 3 clusters Score -149143.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -149166.062500 Penalty: 2305.356445
	Iteration 4Q: 3 clusters Score -149166.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -149191.437500 Penalty: 2305.356445
	Iteration 5Q: 3 clusters Score -149191.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -149204.203125 Penalty: 2305.356445
	Iteration 6Q: 3 clusters Score -149204.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149211.953125 Penalty: 2305.356445
	Iteration 7Q: 3 clusters Score -149212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -149216.171875 Penalty: 2305.356445
	Iteration 8Q: 3 clusters Score -149216.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -149221.359375 Penalty: 2305.356445
	Iteration 9Q: 3 clusters Score -149221.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -149224.046875 Penalty: 2305.356445
	Iteration 10Q: 3 clusters Score -149224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -149229.250000 Penalty: 2305.356445
	Iteration 11Q: 3 clusters Score -149229.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -149237.046875 Penalty: 2305.356445
	Iteration 12Q: 3 clusters Score -149237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -149242.828125 Penalty: 2305.356445
	Iteration 13Q: 3 clusters Score -149242.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -149246.250000 Penalty: 2305.356445
	Iteration 14Q: 3 clusters Score -149246.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -149249.906250 Penalty: 2305.356445
	Iteration 15Q: 3 clusters Score -149249.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -149252.984375 Penalty: 2305.356445
	Iteration 16Q: 3 clusters Score -149253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -149255.234375 Penalty: 2305.356445
	Iteration 17Q: 3 clusters Score -149255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -149256.484375 Penalty: 2305.356445
	Iteration 18Q: 3 clusters Score -149256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -149256.953125 Penalty: 2305.356445
	Iteration 19Q: 3 clusters Score -149257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -149256.953125 Penalty: 2305.356445
	Iteration 20F: 3 clusters Score -149257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 13273 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 3493 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 71200 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 60495 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 3574 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 34676 members 
Mstep: Class 14 contains 14570 members 
Mstep: Class 15 contains 14587 members 
Mstep: Class 16 contains 28993 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 10011 members 
Mstep: Class 20 contains 46341 members 
Mstep: Class 21 contains 1213 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 14725 members 
Mstep: Class 24 contains 18175 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8449 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 1407 members 
Mstep: Class 29 contains 1421 members 
Mstep: Class 30 contains 1204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242564.000000 Penalty: 73392.835938
Iteration 79Q: 36 clusters Score -4.824256e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 13401 members 
Mstep: Class 3 contains 1934 members 
Mstep: Class 4 contains 3540 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 71189 members 
Mstep: Class 7 contains 4599 members 
Mstep: Class 8 contains 60536 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 3615 members 
Mstep: Class 11 contains 3096 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 34684 members 
Mstep: Class 14 contains 14450 members 
Mstep: Class 15 contains 14650 members 
Mstep: Class 16 contains 29060 members 
Mstep: Class 17 contains 1327 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 10015 members 
Mstep: Class 20 contains 46319 members 
Mstep: Class 21 contains 1239 members 
Mstep: Class 22 contains 2224 members 
Mstep: Class 23 contains 14729 members 
Mstep: Class 24 contains 18182 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8435 members 
Mstep: Class 27 contains 3358 members 
Mstep: Class 28 contains 1388 members 
Mstep: Class 29 contains 1441 members 
Mstep: Class 30 contains 1206 members 
Mstep: Class 31 contains 366 members 
Mstep: Class 32 contains 7343 members 
Mstep: Class 33 contains 2081 members 
Mstep: Class 34 contains 1392 members 
Mstep: Class 35 contains 3385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243852.000000 Penalty: 73392.835938
Iteration 80F: 36 clusters Score -4.824385e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 13334 members 
Mstep: Class 3 contains 1923 members 
Mstep: Class 4 contains 3527 members 
Mstep: Class 5 contains 5460 members 
Mstep: Class 6 contains 71161 members 
Mstep: Class 7 contains 4599 members 
Mstep: Class 8 contains 60495 members 
Mstep: Class 9 contains 4316 members 
Mstep: Class 10 contains 3553 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 34652 members 
Mstep: Class 14 contains 14304 members 
Mstep: Class 15 contains 14683 members 
Mstep: Class 16 contains 29023 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 1962 members 
Mstep: Class 19 contains 10023 members 
Mstep: Class 20 contains 46284 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 2283 members 
Mstep: Class 23 contains 14716 members 
Mstep: Class 24 contains 18170 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8424 members 
Mstep: Class 27 contains 3341 members 
Mstep: Class 28 contains 1372 members 
Mstep: Class 29 contains 1399 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 378 members 
Mstep: Class 32 contains 7479 members 
Mstep: Class 33 contains 2186 members 
Mstep: Class 34 contains 1424 members 
Mstep: Class 35 contains 3627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244376.000000 Penalty: 73392.835938
Iteration 81Q: 36 clusters Score -4.824438e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 13325 members 
Mstep: Class 3 contains 1916 members 
Mstep: Class 4 contains 3536 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 71146 members 
Mstep: Class 7 contains 4598 members 
Mstep: Class 8 contains 60473 members 
Mstep: Class 9 contains 4318 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 3093 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 34643 members 
Mstep: Class 14 contains 14219 members 
Mstep: Class 15 contains 14711 members 
Mstep: Class 16 contains 28992 members 
Mstep: Class 17 contains 1342 members 
Mstep: Class 18 contains 1949 members 
Mstep: Class 19 contains 10028 members 
Mstep: Class 20 contains 46248 members 
Mstep: Class 21 contains 1258 members 
Mstep: Class 22 contains 2314 members 
Mstep: Class 23 contains 14708 members 
Mstep: Class 24 contains 18153 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8410 members 
Mstep: Class 27 contains 3333 members 
Mstep: Class 28 contains 1365 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 7542 members 
Mstep: Class 33 contains 2257 members 
Mstep: Class 34 contains 1429 members 
Mstep: Class 35 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244528.000000 Penalty: 73392.835938
Iteration 82Q: 36 clusters Score -4.824453e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 13313 members 
Mstep: Class 3 contains 1910 members 
Mstep: Class 4 contains 3539 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71151 members 
Mstep: Class 7 contains 4600 members 
Mstep: Class 8 contains 60435 members 
Mstep: Class 9 contains 4322 members 
Mstep: Class 10 contains 3500 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 34639 members 
Mstep: Class 14 contains 14148 members 
Mstep: Class 15 contains 14731 members 
Mstep: Class 16 contains 28980 members 
Mstep: Class 17 contains 1347 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 10032 members 
Mstep: Class 20 contains 46210 members 
Mstep: Class 21 contains 1263 members 
Mstep: Class 22 contains 2337 members 
Mstep: Class 23 contains 14710 members 
Mstep: Class 24 contains 18143 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8403 members 
Mstep: Class 27 contains 3328 members 
Mstep: Class 28 contains 1363 members 
Mstep: Class 29 contains 1372 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 7579 members 
Mstep: Class 33 contains 2325 members 
Mstep: Class 34 contains 1431 members 
Mstep: Class 35 contains 3868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244628.000000 Penalty: 73392.835938
Iteration 83Q: 36 clusters Score -4.824463e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 13312 members 
Mstep: Class 3 contains 1906 members 
Mstep: Class 4 contains 3539 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71160 members 
Mstep: Class 7 contains 4602 members 
Mstep: Class 8 contains 60404 members 
Mstep: Class 9 contains 4324 members 
Mstep: Class 10 contains 3492 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 34642 members 
Mstep: Class 14 contains 14108 members 
Mstep: Class 15 contains 14746 members 
Mstep: Class 16 contains 28930 members 
Mstep: Class 17 contains 1355 members 
Mstep: Class 18 contains 1942 members 
Mstep: Class 19 contains 10034 members 
Mstep: Class 20 contains 46179 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 2356 members 
Mstep: Class 23 contains 14713 members 
Mstep: Class 24 contains 18133 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8399 members 
Mstep: Class 27 contains 3324 members 
Mstep: Class 28 contains 1366 members 
Mstep: Class 29 contains 1364 members 
Mstep: Class 30 contains 1197 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 7627 members 
Mstep: Class 33 contains 2398 members 
Mstep: Class 34 contains 1429 members 
Mstep: Class 35 contains 3935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244776.000000 Penalty: 73392.835938
Iteration 84Q: 36 clusters Score -4.824478e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 13328 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 3549 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71167 members 
Mstep: Class 7 contains 4603 members 
Mstep: Class 8 contains 60368 members 
Mstep: Class 9 contains 4322 members 
Mstep: Class 10 contains 3477 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 34651 members 
Mstep: Class 14 contains 14070 members 
Mstep: Class 15 contains 14764 members 
Mstep: Class 16 contains 28897 members 
Mstep: Class 17 contains 1360 members 
Mstep: Class 18 contains 1934 members 
Mstep: Class 19 contains 10037 members 
Mstep: Class 20 contains 46151 members 
Mstep: Class 21 contains 1275 members 
Mstep: Class 22 contains 2373 members 
Mstep: Class 23 contains 14713 members 
Mstep: Class 24 contains 18136 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8395 members 
Mstep: Class 27 contains 3322 members 
Mstep: Class 28 contains 1368 members 
Mstep: Class 29 contains 1347 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 7661 members 
Mstep: Class 33 contains 2476 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 3988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244960.000000 Penalty: 73392.835938
Iteration 85Q: 36 clusters Score -4.824496e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 13330 members 
Mstep: Class 3 contains 1905 members 
Mstep: Class 4 contains 3556 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71169 members 
Mstep: Class 7 contains 4600 members 
Mstep: Class 8 contains 60331 members 
Mstep: Class 9 contains 4321 members 
Mstep: Class 10 contains 3463 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 34657 members 
Mstep: Class 14 contains 14050 members 
Mstep: Class 15 contains 14771 members 
Mstep: Class 16 contains 28881 members 
Mstep: Class 17 contains 1364 members 
Mstep: Class 18 contains 1931 members 
Mstep: Class 19 contains 10037 members 
Mstep: Class 20 contains 46138 members 
Mstep: Class 21 contains 1278 members 
Mstep: Class 22 contains 2394 members 
Mstep: Class 23 contains 14717 members 
Mstep: Class 24 contains 18144 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8391 members 
Mstep: Class 27 contains 3315 members 
Mstep: Class 28 contains 1372 members 
Mstep: Class 29 contains 1334 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 7698 members 
Mstep: Class 33 contains 2577 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 4023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245184.000000 Penalty: 73392.835938
Iteration 86Q: 36 clusters Score -4.824518e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 13337 members 
Mstep: Class 3 contains 1910 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71166 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 60288 members 
Mstep: Class 9 contains 4323 members 
Mstep: Class 10 contains 3457 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1733 members 
Mstep: Class 13 contains 34658 members 
Mstep: Class 14 contains 14056 members 
Mstep: Class 15 contains 14781 members 
Mstep: Class 16 contains 28856 members 
Mstep: Class 17 contains 1369 members 
Mstep: Class 18 contains 1928 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 46119 members 
Mstep: Class 21 contains 1280 members 
Mstep: Class 22 contains 2417 members 
Mstep: Class 23 contains 14717 members 
Mstep: Class 24 contains 18156 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8391 members 
Mstep: Class 27 contains 3304 members 
Mstep: Class 28 contains 1375 members 
Mstep: Class 29 contains 1315 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 7741 members 
Mstep: Class 33 contains 2667 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 4049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245560.000000 Penalty: 73392.835938
Iteration 87Q: 36 clusters Score -4.824556e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 13350 members 
Mstep: Class 3 contains 1911 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71168 members 
Mstep: Class 7 contains 4590 members 
Mstep: Class 8 contains 60254 members 
Mstep: Class 9 contains 4323 members 
Mstep: Class 10 contains 3452 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 34661 members 
Mstep: Class 14 contains 14057 members 
Mstep: Class 15 contains 14788 members 
Mstep: Class 16 contains 28805 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 1928 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 46100 members 
Mstep: Class 21 contains 1287 members 
Mstep: Class 22 contains 2444 members 
Mstep: Class 23 contains 14717 members 
Mstep: Class 24 contains 18160 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8389 members 
Mstep: Class 27 contains 3295 members 
Mstep: Class 28 contains 1376 members 
Mstep: Class 29 contains 1295 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 7791 members 
Mstep: Class 33 contains 2739 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 4067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48245796.000000 Penalty: 73392.835938
Iteration 88Q: 36 clusters Score -4.82458e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 13366 members 
Mstep: Class 3 contains 1908 members 
Mstep: Class 4 contains 3581 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71166 members 
Mstep: Class 7 contains 4578 members 
Mstep: Class 8 contains 60230 members 
Mstep: Class 9 contains 4324 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1728 members 
Mstep: Class 13 contains 34659 members 
Mstep: Class 14 contains 14080 members 
Mstep: Class 15 contains 14792 members 
Mstep: Class 16 contains 28734 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 1924 members 
Mstep: Class 19 contains 10036 members 
Mstep: Class 20 contains 46082 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 2481 members 
Mstep: Class 23 contains 14717 members 
Mstep: Class 24 contains 18156 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8391 members 
Mstep: Class 27 contains 3290 members 
Mstep: Class 28 contains 1381 members 
Mstep: Class 29 contains 1276 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 7854 members 
Mstep: Class 33 contains 2794 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246100.000000 Penalty: 73392.835938
Iteration 89Q: 36 clusters Score -4.82461e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 13377 members 
Mstep: Class 3 contains 1912 members 
Mstep: Class 4 contains 3580 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71168 members 
Mstep: Class 7 contains 4568 members 
Mstep: Class 8 contains 60211 members 
Mstep: Class 9 contains 4326 members 
Mstep: Class 10 contains 3427 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1724 members 
Mstep: Class 13 contains 34658 members 
Mstep: Class 14 contains 14101 members 
Mstep: Class 15 contains 14788 members 
Mstep: Class 16 contains 28667 members 
Mstep: Class 17 contains 1407 members 
Mstep: Class 18 contains 1920 members 
Mstep: Class 19 contains 10038 members 
Mstep: Class 20 contains 46072 members 
Mstep: Class 21 contains 1291 members 
Mstep: Class 22 contains 2544 members 
Mstep: Class 23 contains 14719 members 
Mstep: Class 24 contains 18146 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8393 members 
Mstep: Class 27 contains 3286 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 1244 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 7914 members 
Mstep: Class 33 contains 2828 members 
Mstep: Class 34 contains 1412 members 
Mstep: Class 35 contains 4110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246404.000000 Penalty: 73392.835938
Iteration 90Q: 36 clusters Score -4.82464e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 13366 members 
Mstep: Class 3 contains 1912 members 
Mstep: Class 4 contains 3581 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71166 members 
Mstep: Class 7 contains 4564 members 
Mstep: Class 8 contains 60199 members 
Mstep: Class 9 contains 4328 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 34654 members 
Mstep: Class 14 contains 14105 members 
Mstep: Class 15 contains 14794 members 
Mstep: Class 16 contains 28632 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 10040 members 
Mstep: Class 20 contains 46052 members 
Mstep: Class 21 contains 1295 members 
Mstep: Class 22 contains 2622 members 
Mstep: Class 23 contains 14720 members 
Mstep: Class 24 contains 18132 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8394 members 
Mstep: Class 27 contains 3286 members 
Mstep: Class 28 contains 1387 members 
Mstep: Class 29 contains 1196 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 7958 members 
Mstep: Class 33 contains 2850 members 
Mstep: Class 34 contains 1390 members 
Mstep: Class 35 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247124.000000 Penalty: 73392.835938
Iteration 91Q: 36 clusters Score -4.824712e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 13369 members 
Mstep: Class 3 contains 1906 members 
Mstep: Class 4 contains 3586 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71173 members 
Mstep: Class 7 contains 4558 members 
Mstep: Class 8 contains 60183 members 
Mstep: Class 9 contains 4327 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 34651 members 
Mstep: Class 14 contains 14113 members 
Mstep: Class 15 contains 14807 members 
Mstep: Class 16 contains 28599 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 10041 members 
Mstep: Class 20 contains 46036 members 
Mstep: Class 21 contains 1300 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 14720 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8390 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1388 members 
Mstep: Class 29 contains 1125 members 
Mstep: Class 30 contains 1196 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 7988 members 
Mstep: Class 33 contains 2864 members 
Mstep: Class 34 contains 1457 members 
Mstep: Class 35 contains 4147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247560.000000 Penalty: 73392.835938
Iteration 92Q: 36 clusters Score -4.824756e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 13371 members 
Mstep: Class 3 contains 1903 members 
Mstep: Class 4 contains 3590 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71181 members 
Mstep: Class 7 contains 4553 members 
Mstep: Class 8 contains 60186 members 
Mstep: Class 9 contains 4330 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1721 members 
Mstep: Class 13 contains 34646 members 
Mstep: Class 14 contains 14120 members 
Mstep: Class 15 contains 14816 members 
Mstep: Class 16 contains 28557 members 
Mstep: Class 17 contains 1445 members 
Mstep: Class 18 contains 1914 members 
Mstep: Class 19 contains 10041 members 
Mstep: Class 20 contains 46017 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 2633 members 
Mstep: Class 23 contains 14720 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8383 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 1070 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8017 members 
Mstep: Class 33 contains 2873 members 
Mstep: Class 34 contains 1516 members 
Mstep: Class 35 contains 4153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247644.000000 Penalty: 73392.835938
Iteration 93Q: 36 clusters Score -4.824764e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 13374 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 3596 members 
Mstep: Class 5 contains 5461 members 
Mstep: Class 6 contains 71188 members 
Mstep: Class 7 contains 4549 members 
Mstep: Class 8 contains 60177 members 
Mstep: Class 9 contains 4331 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 34646 members 
Mstep: Class 14 contains 14124 members 
Mstep: Class 15 contains 14824 members 
Mstep: Class 16 contains 28525 members 
Mstep: Class 17 contains 1457 members 
Mstep: Class 18 contains 1915 members 
Mstep: Class 19 contains 10043 members 
Mstep: Class 20 contains 45995 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 2630 members 
Mstep: Class 23 contains 14721 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8379 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 1038 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8046 members 
Mstep: Class 33 contains 2885 members 
Mstep: Class 34 contains 1555 members 
Mstep: Class 35 contains 4158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247708.000000 Penalty: 73392.835938
Iteration 94Q: 36 clusters Score -4.824771e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 13384 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 3597 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71195 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 60172 members 
Mstep: Class 9 contains 4331 members 
Mstep: Class 10 contains 3398 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 34645 members 
Mstep: Class 14 contains 14126 members 
Mstep: Class 15 contains 14825 members 
Mstep: Class 16 contains 28496 members 
Mstep: Class 17 contains 1471 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 19 contains 10046 members 
Mstep: Class 20 contains 45971 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 2628 members 
Mstep: Class 23 contains 14723 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8377 members 
Mstep: Class 27 contains 3285 members 
Mstep: Class 28 contains 1387 members 
Mstep: Class 29 contains 1009 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8079 members 
Mstep: Class 33 contains 2891 members 
Mstep: Class 34 contains 1585 members 
Mstep: Class 35 contains 4161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247836.000000 Penalty: 73392.835938
Iteration 95Q: 36 clusters Score -4.824784e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 13387 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 3594 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71203 members 
Mstep: Class 7 contains 4543 members 
Mstep: Class 8 contains 60173 members 
Mstep: Class 9 contains 4332 members 
Mstep: Class 10 contains 3390 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 34641 members 
Mstep: Class 14 contains 14130 members 
Mstep: Class 15 contains 14836 members 
Mstep: Class 16 contains 28469 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 45949 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 2628 members 
Mstep: Class 23 contains 14725 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8375 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 1389 members 
Mstep: Class 29 contains 980 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8107 members 
Mstep: Class 33 contains 2894 members 
Mstep: Class 34 contains 1614 members 
Mstep: Class 35 contains 4164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247868.000000 Penalty: 73392.835938
Iteration 96Q: 36 clusters Score -4.824787e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 13392 members 
Mstep: Class 3 contains 1903 members 
Mstep: Class 4 contains 3593 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71207 members 
Mstep: Class 7 contains 4541 members 
Mstep: Class 8 contains 60168 members 
Mstep: Class 9 contains 4333 members 
Mstep: Class 10 contains 3383 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 34636 members 
Mstep: Class 14 contains 14133 members 
Mstep: Class 15 contains 14840 members 
Mstep: Class 16 contains 28453 members 
Mstep: Class 17 contains 1491 members 
Mstep: Class 18 contains 1911 members 
Mstep: Class 19 contains 10050 members 
Mstep: Class 20 contains 45929 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 2629 members 
Mstep: Class 23 contains 14726 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8375 members 
Mstep: Class 27 contains 3280 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 952 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8132 members 
Mstep: Class 33 contains 2897 members 
Mstep: Class 34 contains 1642 members 
Mstep: Class 35 contains 4164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247904.000000 Penalty: 73392.835938
Iteration 97Q: 36 clusters Score -4.82479e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 13405 members 
Mstep: Class 3 contains 1900 members 
Mstep: Class 4 contains 3592 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71219 members 
Mstep: Class 7 contains 4541 members 
Mstep: Class 8 contains 60162 members 
Mstep: Class 9 contains 4334 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1712 members 
Mstep: Class 13 contains 34630 members 
Mstep: Class 14 contains 14136 members 
Mstep: Class 15 contains 14847 members 
Mstep: Class 16 contains 28429 members 
Mstep: Class 17 contains 1512 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 10049 members 
Mstep: Class 20 contains 45904 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 2630 members 
Mstep: Class 23 contains 14728 members 
Mstep: Class 24 contains 18123 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8372 members 
Mstep: Class 27 contains 3282 members 
Mstep: Class 28 contains 1389 members 
Mstep: Class 29 contains 933 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8153 members 
Mstep: Class 33 contains 2898 members 
Mstep: Class 34 contains 1664 members 
Mstep: Class 35 contains 4164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247840.000000 Penalty: 73392.835938
Iteration 98Q: 36 clusters Score -4.824784e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 13415 members 
Mstep: Class 3 contains 1901 members 
Mstep: Class 4 contains 3594 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71224 members 
Mstep: Class 7 contains 4540 members 
Mstep: Class 8 contains 60158 members 
Mstep: Class 9 contains 4334 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1711 members 
Mstep: Class 13 contains 34624 members 
Mstep: Class 14 contains 14140 members 
Mstep: Class 15 contains 14855 members 
Mstep: Class 16 contains 28398 members 
Mstep: Class 17 contains 1528 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 45890 members 
Mstep: Class 21 contains 1305 members 
Mstep: Class 22 contains 2629 members 
Mstep: Class 23 contains 14728 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8370 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 1388 members 
Mstep: Class 29 contains 922 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8176 members 
Mstep: Class 33 contains 2899 members 
Mstep: Class 34 contains 1675 members 
Mstep: Class 35 contains 4165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247840.000000 Penalty: 73392.835938
Iteration 99Q: 36 clusters Score -4.824784e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 13419 members 
Mstep: Class 3 contains 1902 members 
Mstep: Class 4 contains 3597 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71229 members 
Mstep: Class 7 contains 4539 members 
Mstep: Class 8 contains 60154 members 
Mstep: Class 9 contains 4334 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1710 members 
Mstep: Class 13 contains 34622 members 
Mstep: Class 14 contains 14141 members 
Mstep: Class 15 contains 14859 members 
Mstep: Class 16 contains 28376 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 10046 members 
Mstep: Class 20 contains 45873 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 2629 members 
Mstep: Class 23 contains 14728 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8369 members 
Mstep: Class 27 contains 3283 members 
Mstep: Class 28 contains 1388 members 
Mstep: Class 29 contains 915 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8192 members 
Mstep: Class 33 contains 2900 members 
Mstep: Class 34 contains 1683 members 
Mstep: Class 35 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247924.000000 Penalty: 73392.835938
Iteration 100F: 36 clusters Score -4.824792e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 13417 members 
Mstep: Class 3 contains 1899 members 
Mstep: Class 4 contains 3597 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71234 members 
Mstep: Class 7 contains 4536 members 
Mstep: Class 8 contains 60149 members 
Mstep: Class 9 contains 4333 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34619 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14857 members 
Mstep: Class 16 contains 28360 members 
Mstep: Class 17 contains 1565 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 10046 members 
Mstep: Class 20 contains 45856 members 
Mstep: Class 21 contains 1303 members 
Mstep: Class 22 contains 2629 members 
Mstep: Class 23 contains 14728 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8368 members 
Mstep: Class 27 contains 3285 members 
Mstep: Class 28 contains 1388 members 
Mstep: Class 29 contains 899 members 
Mstep: Class 30 contains 1195 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8206 members 
Mstep: Class 33 contains 2933 members 
Mstep: Class 34 contains 1700 members 
Mstep: Class 35 contains 4169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48247936.000000 Penalty: 73392.835938
Iteration 101Q: 36 clusters Score -4.824794e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 13416 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 3600 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71238 members 
Mstep: Class 7 contains 4532 members 
Mstep: Class 8 contains 60152 members 
Mstep: Class 9 contains 4334 members 
Mstep: Class 10 contains 3370 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34617 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14854 members 
Mstep: Class 16 contains 28342 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 45839 members 
Mstep: Class 21 contains 1304 members 
Mstep: Class 22 contains 2630 members 
Mstep: Class 23 contains 14728 members 
Mstep: Class 24 contains 18122 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8365 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1385 members 
Mstep: Class 29 contains 890 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8221 members 
Mstep: Class 33 contains 2956 members 
Mstep: Class 34 contains 1709 members 
Mstep: Class 35 contains 4172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248028.000000 Penalty: 73392.835938
Iteration 102Q: 36 clusters Score -4.824803e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 13421 members 
Mstep: Class 3 contains 1897 members 
Mstep: Class 4 contains 3603 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71240 members 
Mstep: Class 7 contains 4529 members 
Mstep: Class 8 contains 60149 members 
Mstep: Class 9 contains 4334 members 
Mstep: Class 10 contains 3364 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1708 members 
Mstep: Class 13 contains 34617 members 
Mstep: Class 14 contains 14141 members 
Mstep: Class 15 contains 14856 members 
Mstep: Class 16 contains 28324 members 
Mstep: Class 17 contains 1589 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 10047 members 
Mstep: Class 20 contains 45824 members 
Mstep: Class 21 contains 1306 members 
Mstep: Class 22 contains 2630 members 
Mstep: Class 23 contains 14729 members 
Mstep: Class 24 contains 18122 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8363 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 880 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8237 members 
Mstep: Class 33 contains 2971 members 
Mstep: Class 34 contains 1719 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248104.000000 Penalty: 73392.835938
Iteration 103Q: 36 clusters Score -4.82481e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 13426 members 
Mstep: Class 3 contains 1896 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71241 members 
Mstep: Class 7 contains 4526 members 
Mstep: Class 8 contains 60143 members 
Mstep: Class 9 contains 4333 members 
Mstep: Class 10 contains 3360 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1708 members 
Mstep: Class 13 contains 34613 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14858 members 
Mstep: Class 16 contains 28307 members 
Mstep: Class 17 contains 1603 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 10049 members 
Mstep: Class 20 contains 45810 members 
Mstep: Class 21 contains 1307 members 
Mstep: Class 22 contains 2630 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18123 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8363 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 875 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8251 members 
Mstep: Class 33 contains 2980 members 
Mstep: Class 34 contains 1726 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248096.000000 Penalty: 73392.835938
Iteration 104Q: 36 clusters Score -4.82481e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 1895 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71244 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 60142 members 
Mstep: Class 9 contains 4333 members 
Mstep: Class 10 contains 3360 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1708 members 
Mstep: Class 13 contains 34613 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14857 members 
Mstep: Class 16 contains 28293 members 
Mstep: Class 17 contains 1617 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 10051 members 
Mstep: Class 20 contains 45794 members 
Mstep: Class 21 contains 1309 members 
Mstep: Class 22 contains 2632 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18123 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8362 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 868 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8262 members 
Mstep: Class 33 contains 2984 members 
Mstep: Class 34 contains 1733 members 
Mstep: Class 35 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248104.000000 Penalty: 73392.835938
Iteration 105Q: 36 clusters Score -4.82481e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13429 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71246 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 8 contains 60134 members 
Mstep: Class 9 contains 4335 members 
Mstep: Class 10 contains 3355 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1708 members 
Mstep: Class 13 contains 34611 members 
Mstep: Class 14 contains 14145 members 
Mstep: Class 15 contains 14866 members 
Mstep: Class 16 contains 28282 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 10055 members 
Mstep: Class 20 contains 45771 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18123 members 
Mstep: Class 25 contains 2357 members 
Mstep: Class 26 contains 8362 members 
Mstep: Class 27 contains 3286 members 
Mstep: Class 28 contains 1384 members 
Mstep: Class 29 contains 864 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8276 members 
Mstep: Class 33 contains 2986 members 
Mstep: Class 34 contains 1737 members 
Mstep: Class 35 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248148.000000 Penalty: 73392.835938
Iteration 106Q: 36 clusters Score -4.824815e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13430 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 3605 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71243 members 
Mstep: Class 7 contains 4525 members 
Mstep: Class 8 contains 60133 members 
Mstep: Class 9 contains 4334 members 
Mstep: Class 10 contains 3352 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1708 members 
Mstep: Class 13 contains 34607 members 
Mstep: Class 14 contains 14145 members 
Mstep: Class 15 contains 14880 members 
Mstep: Class 16 contains 28272 members 
Mstep: Class 17 contains 1638 members 
Mstep: Class 18 contains 1910 members 
Mstep: Class 19 contains 10058 members 
Mstep: Class 20 contains 45753 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18124 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8361 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1383 members 
Mstep: Class 29 contains 862 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8285 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1739 members 
Mstep: Class 35 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248160.000000 Penalty: 73392.835938
Iteration 107Q: 36 clusters Score -4.824816e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13434 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3606 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71246 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 60129 members 
Mstep: Class 9 contains 4331 members 
Mstep: Class 10 contains 3350 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1708 members 
Mstep: Class 13 contains 34608 members 
Mstep: Class 14 contains 14145 members 
Mstep: Class 15 contains 14885 members 
Mstep: Class 16 contains 28262 members 
Mstep: Class 17 contains 1645 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 10060 members 
Mstep: Class 20 contains 45734 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8360 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 859 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8294 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1742 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248172.000000 Penalty: 73392.835938
Iteration 108Q: 36 clusters Score -4.824817e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13432 members 
Mstep: Class 3 contains 1894 members 
Mstep: Class 4 contains 3606 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71249 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 60129 members 
Mstep: Class 9 contains 4328 members 
Mstep: Class 10 contains 3348 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34602 members 
Mstep: Class 14 contains 14144 members 
Mstep: Class 15 contains 14896 members 
Mstep: Class 16 contains 28258 members 
Mstep: Class 17 contains 1653 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 10061 members 
Mstep: Class 20 contains 45715 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18125 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8358 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1388 members 
Mstep: Class 29 contains 856 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8304 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248280.000000 Penalty: 73392.835938
Iteration 109Q: 36 clusters Score -4.824828e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13438 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3606 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71250 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 60128 members 
Mstep: Class 9 contains 4326 members 
Mstep: Class 10 contains 3347 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34595 members 
Mstep: Class 14 contains 14144 members 
Mstep: Class 15 contains 14914 members 
Mstep: Class 16 contains 28247 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 10061 members 
Mstep: Class 20 contains 45691 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2640 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8357 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1387 members 
Mstep: Class 29 contains 854 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8313 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1747 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248220.000000 Penalty: 73392.835938
Iteration 110Q: 36 clusters Score -4.824822e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13443 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 3606 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71251 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 60125 members 
Mstep: Class 9 contains 4324 members 
Mstep: Class 10 contains 3347 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34584 members 
Mstep: Class 14 contains 14144 members 
Mstep: Class 15 contains 14926 members 
Mstep: Class 16 contains 28242 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 10061 members 
Mstep: Class 20 contains 45676 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2641 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8355 members 
Mstep: Class 27 contains 3286 members 
Mstep: Class 28 contains 1387 members 
Mstep: Class 29 contains 853 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8321 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248240.000000 Penalty: 73392.835938
Iteration 111Q: 36 clusters Score -4.824824e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13449 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 3607 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71254 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 60128 members 
Mstep: Class 9 contains 4319 members 
Mstep: Class 10 contains 3347 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34574 members 
Mstep: Class 14 contains 14144 members 
Mstep: Class 15 contains 14936 members 
Mstep: Class 16 contains 28236 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 10059 members 
Mstep: Class 20 contains 45661 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8355 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 851 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8325 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248168.000000 Penalty: 73392.835938
Iteration 112Q: 36 clusters Score -4.824817e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13458 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 3608 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71249 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 60129 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 3346 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34565 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 14942 members 
Mstep: Class 16 contains 28233 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 1907 members 
Mstep: Class 19 contains 10062 members 
Mstep: Class 20 contains 45656 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2643 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18126 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8355 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1386 members 
Mstep: Class 29 contains 847 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8327 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1754 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248232.000000 Penalty: 73392.835938
Iteration 113Q: 36 clusters Score -4.824823e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13460 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71249 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 60128 members 
Mstep: Class 9 contains 4311 members 
Mstep: Class 10 contains 3344 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34553 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 14952 members 
Mstep: Class 16 contains 28230 members 
Mstep: Class 17 contains 1700 members 
Mstep: Class 18 contains 1905 members 
Mstep: Class 19 contains 10064 members 
Mstep: Class 20 contains 45654 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2643 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8355 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1388 members 
Mstep: Class 29 contains 843 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8329 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1759 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248248.000000 Penalty: 73392.835938
Iteration 114Q: 36 clusters Score -4.824825e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 13466 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71249 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 60129 members 
Mstep: Class 9 contains 4304 members 
Mstep: Class 10 contains 3343 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34541 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 14956 members 
Mstep: Class 16 contains 28227 members 
Mstep: Class 17 contains 1705 members 
Mstep: Class 18 contains 1905 members 
Mstep: Class 19 contains 10066 members 
Mstep: Class 20 contains 45658 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2643 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8354 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1388 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8330 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248240.000000 Penalty: 73392.835938
Iteration 115Q: 36 clusters Score -4.824824e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13481 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71247 members 
Mstep: Class 7 contains 4524 members 
Mstep: Class 8 contains 60124 members 
Mstep: Class 9 contains 4299 members 
Mstep: Class 10 contains 3340 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34530 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14956 members 
Mstep: Class 16 contains 28216 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1905 members 
Mstep: Class 19 contains 10067 members 
Mstep: Class 20 contains 45665 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2643 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8352 members 
Mstep: Class 27 contains 3289 members 
Mstep: Class 28 contains 1389 members 
Mstep: Class 29 contains 842 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8337 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248240.000000 Penalty: 73392.835938
Iteration 116Q: 36 clusters Score -4.824824e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13489 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71247 members 
Mstep: Class 7 contains 4523 members 
Mstep: Class 8 contains 60118 members 
Mstep: Class 9 contains 4298 members 
Mstep: Class 10 contains 3338 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34523 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14969 members 
Mstep: Class 16 contains 28208 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 1905 members 
Mstep: Class 19 contains 10069 members 
Mstep: Class 20 contains 45662 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2643 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18127 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8351 members 
Mstep: Class 27 contains 3289 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 841 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8345 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1763 members 
Mstep: Class 35 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248240.000000 Penalty: 73392.835938
Iteration 117Q: 36 clusters Score -4.824824e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13489 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71248 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60116 members 
Mstep: Class 9 contains 4300 members 
Mstep: Class 10 contains 3337 members 
Mstep: Class 11 contains 3094 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34512 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14976 members 
Mstep: Class 16 contains 28207 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 1905 members 
Mstep: Class 19 contains 10070 members 
Mstep: Class 20 contains 45664 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 3290 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 839 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8347 members 
Mstep: Class 33 contains 2987 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 4178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248264.000000 Penalty: 73392.835938
Iteration 118Q: 36 clusters Score -4.824826e+07 nChanged 52
Entering ConstructFrom: 
Score: -48248264.000000 Penalty: 73392.835938
Entering ConstructFrom: 
Trying to split cluster 1 (6142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Entering Unmasked Estep 
Score: -764529.750000 Penalty: 1417.472290
	Iteration 0F: 2 clusters Score -764529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -759770.187500 Penalty: 2834.944580
	Iteration 0F: 3 clusters Score -759770.2 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -761099.062500 Penalty: 2834.944580
	Iteration 1F: 3 clusters Score -761099.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -761270.250000 Penalty: 2834.944580
	Iteration 2F: 3 clusters Score -761270.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -761375.625000 Penalty: 2834.944580
	Iteration 3Q: 3 clusters Score -761375.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -761450.125000 Penalty: 2834.944580
	Iteration 4Q: 3 clusters Score -761450.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -761509.062500 Penalty: 2834.944580
	Iteration 5Q: 3 clusters Score -761509.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -761569.250000 Penalty: 2834.944580
	Iteration 6Q: 3 clusters Score -761569.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -761634.625000 Penalty: 2834.944580
	Iteration 7Q: 3 clusters Score -761634.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -761700.000000 Penalty: 2834.944580
	Iteration 8Q: 3 clusters Score -761700 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -761785.375000 Penalty: 2834.944580
	Iteration 9Q: 3 clusters Score -761785.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -761900.437500 Penalty: 2834.944580
	Iteration 10Q: 3 clusters Score -761900.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -762045.000000 Penalty: 2834.944580
	Iteration 11Q: 3 clusters Score -762045 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -762215.562500 Penalty: 2834.944580
	Iteration 12Q: 3 clusters Score -762215.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -762412.125000 Penalty: 2834.944580
	Iteration 13Q: 3 clusters Score -762412.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -762609.250000 Penalty: 2834.944580
	Iteration 14Q: 3 clusters Score -762609.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -762790.437500 Penalty: 2834.944580
	Iteration 15Q: 3 clusters Score -762790.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -762925.625000 Penalty: 2834.944580
	Iteration 16Q: 3 clusters Score -762925.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -763062.125000 Penalty: 2834.944580
	Iteration 17Q: 3 clusters Score -763062.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -763207.062500 Penalty: 2834.944580
	Iteration 18Q: 3 clusters Score -763207.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -763333.687500 Penalty: 2834.944580
	Iteration 19Q: 3 clusters Score -763333.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -763411.312500 Penalty: 2834.944580
	Iteration 20F: 3 clusters Score -763411.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -763471.125000 Penalty: 2834.944580
	Iteration 21Q: 3 clusters Score -763471.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -763513.937500 Penalty: 2834.944580
	Iteration 22Q: 3 clusters Score -763513.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -763541.312500 Penalty: 2834.944580
	Iteration 23Q: 3 clusters Score -763541.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -763552.437500 Penalty: 2834.944580
	Iteration 24Q: 3 clusters Score -763552.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -763562.875000 Penalty: 2834.944580
	Iteration 25Q: 3 clusters Score -763562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -763568.250000 Penalty: 2834.944580
	Iteration 26Q: 3 clusters Score -763568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -763570.937500 Penalty: 2834.944580
	Iteration 27Q: 3 clusters Score -763570.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -763573.875000 Penalty: 2834.944580
	Iteration 28Q: 3 clusters Score -763573.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -763577.250000 Penalty: 2834.944580
	Iteration 29Q: 3 clusters Score -763577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -763580.375000 Penalty: 2834.944580
	Iteration 30Q: 3 clusters Score -763580.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -763580.687500 Penalty: 2834.944580
	Iteration 31Q: 3 clusters Score -763580.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -763580.687500 Penalty: 2834.944580
	Iteration 32F: 3 clusters Score -763580.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Entering Unmasked Estep 
Score: -1533322.500000 Penalty: 1545.351074
	Iteration 0F: 2 clusters Score -1533322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1523935.250000 Penalty: 3090.702148
	Iteration 0F: 3 clusters Score -1523935 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1527409.125000 Penalty: 3090.702148
	Iteration 1F: 3 clusters Score -1527409 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1527998.750000 Penalty: 3090.702148
	Iteration 2F: 3 clusters Score -1527999 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1528551.875000 Penalty: 3090.702148
	Iteration 3F: 3 clusters Score -1528552 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1529001.375000 Penalty: 3090.702148
	Iteration 4F: 3 clusters Score -1529001 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1529328.000000 Penalty: 3090.702148
	Iteration 5F: 3 clusters Score -1529328 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1529573.625000 Penalty: 3090.702148
	Iteration 6Q: 3 clusters Score -1529574 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1529787.000000 Penalty: 3090.702148
	Iteration 7Q: 3 clusters Score -1529787 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1529994.750000 Penalty: 3090.702148
	Iteration 8Q: 3 clusters Score -1529995 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1530227.125000 Penalty: 3090.702148
	Iteration 9Q: 3 clusters Score -1530227 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1530436.250000 Penalty: 3090.702148
	Iteration 10Q: 3 clusters Score -1530436 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1530627.625000 Penalty: 3090.702148
	Iteration 11Q: 3 clusters Score -1530628 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1530766.875000 Penalty: 3090.702148
	Iteration 12Q: 3 clusters Score -1530767 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1530875.625000 Penalty: 3090.702148
	Iteration 13Q: 3 clusters Score -1530876 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1530972.500000 Penalty: 3090.702148
	Iteration 14Q: 3 clusters Score -1530972 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1531051.500000 Penalty: 3090.702148
	Iteration 15Q: 3 clusters Score -1531052 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1531112.250000 Penalty: 3090.702148
	Iteration 16Q: 3 clusters Score -1531112 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1531171.875000 Penalty: 3090.702148
	Iteration 17Q: 3 clusters Score -1531172 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1531225.000000 Penalty: 3090.702148
	Iteration 18Q: 3 clusters Score -1531225 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1531265.875000 Penalty: 3090.702148
	Iteration 19Q: 3 clusters Score -1531266 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1531306.125000 Penalty: 3090.702148
	Iteration 20F: 3 clusters Score -1531306 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1531331.250000 Penalty: 3090.702148
	Iteration 21Q: 3 clusters Score -1531331 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1531359.000000 Penalty: 3090.702148
	Iteration 22Q: 3 clusters Score -1531359 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1531379.500000 Penalty: 3090.702148
	Iteration 23Q: 3 clusters Score -1531380 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1531398.625000 Penalty: 3090.702148
	Iteration 24Q: 3 clusters Score -1531399 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1531407.875000 Penalty: 3090.702148
	Iteration 25Q: 3 clusters Score -1531408 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1531424.500000 Penalty: 3090.702148
	Iteration 26Q: 3 clusters Score -1531424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1531436.000000 Penalty: 3090.702148
	Iteration 27Q: 3 clusters Score -1531436 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1531458.000000 Penalty: 3090.702148
	Iteration 28Q: 3 clusters Score -1531458 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1531487.375000 Penalty: 3090.702148
	Iteration 29Q: 3 clusters Score -1531487 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1531507.875000 Penalty: 3090.702148
	Iteration 30Q: 3 clusters Score -1531508 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1531538.625000 Penalty: 3090.702148
	Iteration 31Q: 3 clusters Score -1531539 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1531549.000000 Penalty: 3090.702148
	Iteration 32Q: 3 clusters Score -1531549 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1531562.750000 Penalty: 3090.702148
	Iteration 33Q: 3 clusters Score -1531563 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1531588.375000 Penalty: 3090.702148
	Iteration 34Q: 3 clusters Score -1531588 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1531596.125000 Penalty: 3090.702148
	Iteration 35Q: 3 clusters Score -1531596 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1531606.625000 Penalty: 3090.702148
	Iteration 36Q: 3 clusters Score -1531607 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1531628.375000 Penalty: 3090.702148
	Iteration 37Q: 3 clusters Score -1531628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1531637.125000 Penalty: 3090.702148
	Iteration 38Q: 3 clusters Score -1531637 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1531646.875000 Penalty: 3090.702148
	Iteration 39Q: 3 clusters Score -1531647 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1531662.250000 Penalty: 3090.702148
	Iteration 40F: 3 clusters Score -1531662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1531678.875000 Penalty: 3090.702148
	Iteration 41Q: 3 clusters Score -1531679 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1531693.875000 Penalty: 3090.702148
	Iteration 42Q: 3 clusters Score -1531694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1531701.000000 Penalty: 3090.702148
	Iteration 43Q: 3 clusters Score -1531701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1531715.375000 Penalty: 3090.702148
	Iteration 44Q: 3 clusters Score -1531715 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1531728.500000 Penalty: 3090.702148
	Iteration 45Q: 3 clusters Score -1531728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -1531739.250000 Penalty: 3090.702148
	Iteration 46Q: 3 clusters Score -1531739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1531749.250000 Penalty: 3090.702148
	Iteration 47Q: 3 clusters Score -1531749 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1531761.750000 Penalty: 3090.702148
	Iteration 48Q: 3 clusters Score -1531762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1531770.875000 Penalty: 3090.702148
	Iteration 49Q: 3 clusters Score -1531771 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1531779.125000 Penalty: 3090.702148
	Iteration 50Q: 3 clusters Score -1531779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1531787.625000 Penalty: 3090.702148
	Iteration 51Q: 3 clusters Score -1531788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1531789.000000 Penalty: 3090.702148
	Iteration 52Q: 3 clusters Score -1531789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1531794.250000 Penalty: 3090.702148
	Iteration 53Q: 3 clusters Score -1531794 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1531795.250000 Penalty: 3090.702148
	Iteration 54Q: 3 clusters Score -1531795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1531804.875000 Penalty: 3090.702148
	Iteration 55Q: 3 clusters Score -1531805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1531808.000000 Penalty: 3090.702148
	Iteration 56Q: 3 clusters Score -1531808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1531808.125000 Penalty: 3090.702148
	Iteration 57Q: 3 clusters Score -1531808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1531816.125000 Penalty: 3090.702148
	Iteration 58Q: 3 clusters Score -1531816 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1531821.500000 Penalty: 3090.702148
	Iteration 59Q: 3 clusters Score -1531822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1531830.875000 Penalty: 3090.702148
	Iteration 60F: 3 clusters Score -1531831 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -1531842.500000 Penalty: 3090.702148
	Iteration 61Q: 3 clusters Score -1531842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1531850.625000 Penalty: 3090.702148
	Iteration 62Q: 3 clusters Score -1531851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1531859.375000 Penalty: 3090.702148
	Iteration 63Q: 3 clusters Score -1531859 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1531863.500000 Penalty: 3090.702148
	Iteration 64Q: 3 clusters Score -1531864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1531873.625000 Penalty: 3090.702148
	Iteration 65Q: 3 clusters Score -1531874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1531881.125000 Penalty: 3090.702148
	Iteration 66Q: 3 clusters Score -1531881 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1531888.375000 Penalty: 3090.702148
	Iteration 67Q: 3 clusters Score -1531888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1531900.750000 Penalty: 3090.702148
	Iteration 68Q: 3 clusters Score -1531901 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1531914.625000 Penalty: 3090.702148
	Iteration 69Q: 3 clusters Score -1531915 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -1531915.250000 Penalty: 3090.702148
	Iteration 70Q: 3 clusters Score -1531915 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1531919.375000 Penalty: 3090.702148
	Iteration 71Q: 3 clusters Score -1531919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1531927.625000 Penalty: 3090.702148
	Iteration 72Q: 3 clusters Score -1531928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1531933.625000 Penalty: 3090.702148
	Iteration 73Q: 3 clusters Score -1531934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1531939.750000 Penalty: 3090.702148
	Iteration 74Q: 3 clusters Score -1531940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1531946.500000 Penalty: 3090.702148
	Iteration 75Q: 3 clusters Score -1531946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1531947.625000 Penalty: 3090.702148
	Iteration 76Q: 3 clusters Score -1531948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1531960.125000 Penalty: 3090.702148
	Iteration 77Q: 3 clusters Score -1531960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1531965.250000 Penalty: 3090.702148
	Iteration 78Q: 3 clusters Score -1531965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1531965.875000 Penalty: 3090.702148
	Iteration 79Q: 3 clusters Score -1531966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1531973.875000 Penalty: 3090.702148
	Iteration 80F: 3 clusters Score -1531974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1531982.875000 Penalty: 3090.702148
	Iteration 81Q: 3 clusters Score -1531983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1531985.000000 Penalty: 3090.702148
	Iteration 82Q: 3 clusters Score -1531985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1531988.000000 Penalty: 3090.702148
	Iteration 83Q: 3 clusters Score -1531988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1531990.500000 Penalty: 3090.702148
	Iteration 84Q: 3 clusters Score -1531990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1532002.375000 Penalty: 3090.702148
	Iteration 85Q: 3 clusters Score -1532002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1532006.750000 Penalty: 3090.702148
	Iteration 86Q: 3 clusters Score -1532007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1532013.000000 Penalty: 3090.702148
	Iteration 87Q: 3 clusters Score -1532013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1532022.500000 Penalty: 3090.702148
	Iteration 88Q: 3 clusters Score -1532022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1532032.750000 Penalty: 3090.702148
	Iteration 89Q: 3 clusters Score -1532033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1532046.625000 Penalty: 3090.702148
	Iteration 90Q: 3 clusters Score -1532047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1532053.250000 Penalty: 3090.702148
	Iteration 91Q: 3 clusters Score -1532053 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1532060.500000 Penalty: 3090.702148
	Iteration 92Q: 3 clusters Score -1532060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -1532064.750000 Penalty: 3090.702148
	Iteration 93Q: 3 clusters Score -1532065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1532069.750000 Penalty: 3090.702148
	Iteration 94Q: 3 clusters Score -1532070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1532071.000000 Penalty: 3090.702148
	Iteration 95Q: 3 clusters Score -1532071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1532073.750000 Penalty: 3090.702148
	Iteration 96Q: 3 clusters Score -1532074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1532075.250000 Penalty: 3090.702148
	Iteration 97Q: 3 clusters Score -1532075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1532077.000000 Penalty: 3090.702148
	Iteration 98Q: 3 clusters Score -1532077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1532077.250000 Penalty: 3090.702148
	Iteration 99Q: 3 clusters Score -1532077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1532078.375000 Penalty: 3090.702148
	Iteration 100F: 3 clusters Score -1532078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -1532080.125000 Penalty: 3090.702148
	Iteration 101Q: 3 clusters Score -1532080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1532081.375000 Penalty: 3090.702148
	Iteration 102Q: 3 clusters Score -1532081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1532083.500000 Penalty: 3090.702148
	Iteration 103Q: 3 clusters Score -1532084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1532082.000000 Penalty: 3090.702148
	Iteration 104Q: 3 clusters Score -1532082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1532083.000000 Penalty: 3090.702148
	Iteration 105Q: 3 clusters Score -1532083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1532086.500000 Penalty: 3090.702148
	Iteration 106Q: 3 clusters Score -1532086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1532085.250000 Penalty: 3090.702148
	Iteration 107Q: 3 clusters Score -1532085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -1532086.875000 Penalty: 3090.702148
	Iteration 108Q: 3 clusters Score -1532087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1532087.125000 Penalty: 3090.702148
	Iteration 109Q: 3 clusters Score -1532087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1532088.625000 Penalty: 3090.702148
	Iteration 110Q: 3 clusters Score -1532089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1532090.875000 Penalty: 3090.702148
	Iteration 111Q: 3 clusters Score -1532091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -1532088.750000 Penalty: 3090.702148
	Iteration 112Q: 3 clusters Score -1532089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1532089.750000 Penalty: 3090.702148
	Iteration 113Q: 3 clusters Score -1532090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1532089.750000 Penalty: 3090.702148
	Iteration 114F: 3 clusters Score -1532090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -198453.312500 Penalty: 1225.867920
	Iteration 0F: 2 clusters Score -198453.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -196465.859375 Penalty: 2451.735840
	Iteration 0F: 3 clusters Score -196465.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -197110.828125 Penalty: 2451.735840
	Iteration 1F: 3 clusters Score -197110.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -197412.000000 Penalty: 2451.735840
	Iteration 2F: 3 clusters Score -197412 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -197676.531250 Penalty: 2451.735840
	Iteration 3F: 3 clusters Score -197676.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -197866.546875 Penalty: 2451.735840
	Iteration 4F: 3 clusters Score -197866.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -198015.421875 Penalty: 2451.735840
	Iteration 5F: 3 clusters Score -198015.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -198117.484375 Penalty: 2451.735840
	Iteration 6Q: 3 clusters Score -198117.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -198203.390625 Penalty: 2451.735840
	Iteration 7Q: 3 clusters Score -198203.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -198257.671875 Penalty: 2451.735840
	Iteration 8Q: 3 clusters Score -198257.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -198285.750000 Penalty: 2451.735840
	Iteration 9Q: 3 clusters Score -198285.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -198300.328125 Penalty: 2451.735840
	Iteration 10Q: 3 clusters Score -198300.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -198308.687500 Penalty: 2451.735840
	Iteration 11Q: 3 clusters Score -198308.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -198317.312500 Penalty: 2451.735840
	Iteration 12Q: 3 clusters Score -198317.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -198320.500000 Penalty: 2451.735840
	Iteration 13Q: 3 clusters Score -198320.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -198322.546875 Penalty: 2451.735840
	Iteration 14Q: 3 clusters Score -198322.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -198325.375000 Penalty: 2451.735840
	Iteration 15Q: 3 clusters Score -198325.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -198327.671875 Penalty: 2451.735840
	Iteration 16Q: 3 clusters Score -198327.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -198331.453125 Penalty: 2451.735840
	Iteration 17Q: 3 clusters Score -198331.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -198334.437500 Penalty: 2451.735840
	Iteration 18Q: 3 clusters Score -198334.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -198335.406250 Penalty: 2451.735840
	Iteration 19Q: 3 clusters Score -198335.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -198336.890625 Penalty: 2451.735840
	Iteration 20F: 3 clusters Score -198336.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -198337.875000 Penalty: 2451.735840
	Iteration 21Q: 3 clusters Score -198337.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -198338.093750 Penalty: 2451.735840
	Iteration 22Q: 3 clusters Score -198338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -198338.890625 Penalty: 2451.735840
	Iteration 23Q: 3 clusters Score -198338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -198339.234375 Penalty: 2451.735840
	Iteration 24Q: 3 clusters Score -198339.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -198339.406250 Penalty: 2451.735840
	Iteration 25Q: 3 clusters Score -198339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -198339.984375 Penalty: 2451.735840
	Iteration 26Q: 3 clusters Score -198340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -198339.984375 Penalty: 2451.735840
	Iteration 27F: 3 clusters Score -198340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Entering Unmasked Estep 
Score: -443851.875000 Penalty: 1331.067749
	Iteration 0F: 2 clusters Score -443851.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -440782.562500 Penalty: 2662.135498
	Iteration 0F: 3 clusters Score -440782.6 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -441626.000000 Penalty: 2662.135498
	Iteration 1F: 3 clusters Score -441626 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -441939.531250 Penalty: 2662.135498
	Iteration 2F: 3 clusters Score -441939.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -442171.750000 Penalty: 2662.135498
	Iteration 3F: 3 clusters Score -442171.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -442383.218750 Penalty: 2662.135498
	Iteration 4F: 3 clusters Score -442383.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -442603.093750 Penalty: 2662.135498
	Iteration 5F: 3 clusters Score -442603.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -442869.562500 Penalty: 2662.135498
	Iteration 6F: 3 clusters Score -442869.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -443144.156250 Penalty: 2662.135498
	Iteration 7F: 3 clusters Score -443144.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -443390.500000 Penalty: 2662.135498
	Iteration 8F: 3 clusters Score -443390.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -443575.843750 Penalty: 2662.135498
	Iteration 9Q: 3 clusters Score -443575.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -443754.875000 Penalty: 2662.135498
	Iteration 10Q: 3 clusters Score -443754.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -443861.843750 Penalty: 2662.135498
	Iteration 11Q: 3 clusters Score -443861.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -443915.531250 Penalty: 2662.135498
	Iteration 12Q: 3 clusters Score -443915.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -443935.312500 Penalty: 2662.135498
	Iteration 13Q: 3 clusters Score -443935.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -443945.562500 Penalty: 2662.135498
	Iteration 14Q: 3 clusters Score -443945.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -443949.500000 Penalty: 2662.135498
	Iteration 15Q: 3 clusters Score -443949.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -443952.687500 Penalty: 2662.135498
	Iteration 16Q: 3 clusters Score -443952.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -443953.187500 Penalty: 2662.135498
	Iteration 17Q: 3 clusters Score -443953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -443953.437500 Penalty: 2662.135498
	Iteration 18Q: 3 clusters Score -443953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -443954.187500 Penalty: 2662.135498
	Iteration 19Q: 3 clusters Score -443954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -443954.656250 Penalty: 2662.135498
	Iteration 20F: 3 clusters Score -443954.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 1321 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71252 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60113 members 
Mstep: Class 9 contains 4293 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34506 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14981 members 
Mstep: Class 16 contains 28208 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 10073 members 
Mstep: Class 20 contains 45665 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 3289 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 837 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8349 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 4179 members 
Mstep: Class 36 contains 2288 members 
Entering Unmasked Estep 
Score: -48247572.000000 Penalty: 75489.773438
Splitting cluster 4 changes total score from -48248264.000000 to -48247572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (5462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Entering Unmasked Estep 
Score: -676473.625000 Penalty: 1398.405151
	Iteration 0F: 2 clusters Score -676473.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -672192.687500 Penalty: 2796.810303
	Iteration 0F: 3 clusters Score -672192.7 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -673415.312500 Penalty: 2796.810303
	Iteration 1F: 3 clusters Score -673415.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -673654.937500 Penalty: 2796.810303
	Iteration 2F: 3 clusters Score -673654.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -673870.875000 Penalty: 2796.810303
	Iteration 3F: 3 clusters Score -673870.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -674090.312500 Penalty: 2796.810303
	Iteration 4F: 3 clusters Score -674090.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -674302.937500 Penalty: 2796.810303
	Iteration 5F: 3 clusters Score -674302.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -674465.687500 Penalty: 2796.810303
	Iteration 6F: 3 clusters Score -674465.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -674563.250000 Penalty: 2796.810303
	Iteration 7Q: 3 clusters Score -674563.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -674649.937500 Penalty: 2796.810303
	Iteration 8Q: 3 clusters Score -674649.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -674729.375000 Penalty: 2796.810303
	Iteration 9Q: 3 clusters Score -674729.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -674782.000000 Penalty: 2796.810303
	Iteration 10Q: 3 clusters Score -674782 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -674826.000000 Penalty: 2796.810303
	Iteration 11Q: 3 clusters Score -674826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -674867.875000 Penalty: 2796.810303
	Iteration 12Q: 3 clusters Score -674867.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -674904.437500 Penalty: 2796.810303
	Iteration 13Q: 3 clusters Score -674904.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -674938.875000 Penalty: 2796.810303
	Iteration 14Q: 3 clusters Score -674938.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -674959.500000 Penalty: 2796.810303
	Iteration 15Q: 3 clusters Score -674959.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -674979.250000 Penalty: 2796.810303
	Iteration 16Q: 3 clusters Score -674979.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -674997.062500 Penalty: 2796.810303
	Iteration 17Q: 3 clusters Score -674997.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -675007.375000 Penalty: 2796.810303
	Iteration 18Q: 3 clusters Score -675007.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -675019.625000 Penalty: 2796.810303
	Iteration 19Q: 3 clusters Score -675019.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -675034.812500 Penalty: 2796.810303
	Iteration 20F: 3 clusters Score -675034.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -675053.562500 Penalty: 2796.810303
	Iteration 21Q: 3 clusters Score -675053.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -675067.062500 Penalty: 2796.810303
	Iteration 22Q: 3 clusters Score -675067.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -675089.812500 Penalty: 2796.810303
	Iteration 23Q: 3 clusters Score -675089.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -675104.000000 Penalty: 2796.810303
	Iteration 24Q: 3 clusters Score -675104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -675118.187500 Penalty: 2796.810303
	Iteration 25Q: 3 clusters Score -675118.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -675128.375000 Penalty: 2796.810303
	Iteration 26Q: 3 clusters Score -675128.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -675140.937500 Penalty: 2796.810303
	Iteration 27Q: 3 clusters Score -675140.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -675150.750000 Penalty: 2796.810303
	Iteration 28Q: 3 clusters Score -675150.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -675162.875000 Penalty: 2796.810303
	Iteration 29Q: 3 clusters Score -675162.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -675171.062500 Penalty: 2796.810303
	Iteration 30Q: 3 clusters Score -675171.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -675177.562500 Penalty: 2796.810303
	Iteration 31Q: 3 clusters Score -675177.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -675183.937500 Penalty: 2796.810303
	Iteration 32Q: 3 clusters Score -675183.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -675192.437500 Penalty: 2796.810303
	Iteration 33Q: 3 clusters Score -675192.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -675201.687500 Penalty: 2796.810303
	Iteration 34Q: 3 clusters Score -675201.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -675212.062500 Penalty: 2796.810303
	Iteration 35Q: 3 clusters Score -675212.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -675220.687500 Penalty: 2796.810303
	Iteration 36Q: 3 clusters Score -675220.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -675235.000000 Penalty: 2796.810303
	Iteration 37Q: 3 clusters Score -675235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -675246.375000 Penalty: 2796.810303
	Iteration 38Q: 3 clusters Score -675246.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -675259.062500 Penalty: 2796.810303
	Iteration 39Q: 3 clusters Score -675259.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -675265.500000 Penalty: 2796.810303
	Iteration 40F: 3 clusters Score -675265.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -675270.437500 Penalty: 2796.810303
	Iteration 41Q: 3 clusters Score -675270.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -675278.062500 Penalty: 2796.810303
	Iteration 42Q: 3 clusters Score -675278.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -675284.062500 Penalty: 2796.810303
	Iteration 43Q: 3 clusters Score -675284.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -675287.687500 Penalty: 2796.810303
	Iteration 44Q: 3 clusters Score -675287.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -675291.125000 Penalty: 2796.810303
	Iteration 45Q: 3 clusters Score -675291.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -675294.937500 Penalty: 2796.810303
	Iteration 46Q: 3 clusters Score -675294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -675296.687500 Penalty: 2796.810303
	Iteration 47Q: 3 clusters Score -675296.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -675297.250000 Penalty: 2796.810303
	Iteration 48Q: 3 clusters Score -675297.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -675297.250000 Penalty: 2796.810303
	Iteration 49F: 3 clusters Score -675297.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71252 members 
Entering Unmasked Estep 
Score: -8811543.000000 Penalty: 1815.771362
	Iteration 0F: 2 clusters Score -8811543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -8764018.000000 Penalty: 3631.542725
	Iteration 0F: 3 clusters Score -8764018 nChanged 33740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -8783439.000000 Penalty: 3631.542725
	Iteration 1F: 3 clusters Score -8783439 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -8783987.000000 Penalty: 3631.542725
	Iteration 2Q: 3 clusters Score -8783987 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 36522 members 
Entering Unmasked Estep 
Score: -8784537.000000 Penalty: 3631.542725
	Iteration 3Q: 3 clusters Score -8784537 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -8785178.000000 Penalty: 3631.542725
	Iteration 4Q: 3 clusters Score -8785178 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -8785735.000000 Penalty: 3631.542725
	Iteration 5Q: 3 clusters Score -8785735 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -8786306.000000 Penalty: 3631.542725
	Iteration 6Q: 3 clusters Score -8786306 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -8786939.000000 Penalty: 3631.542725
	Iteration 7Q: 3 clusters Score -8786939 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -8787733.000000 Penalty: 3631.542725
	Iteration 8Q: 3 clusters Score -8787733 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -8788667.000000 Penalty: 3631.542725
	Iteration 9Q: 3 clusters Score -8788667 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -8790048.000000 Penalty: 3631.542725
	Iteration 10Q: 3 clusters Score -8790048 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -8792018.000000 Penalty: 3631.542725
	Iteration 11Q: 3 clusters Score -8792018 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -8794591.000000 Penalty: 3631.542725
	Iteration 12F: 3 clusters Score -8794591 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -8796599.000000 Penalty: 3631.542725
	Iteration 13Q: 3 clusters Score -8796599 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -8797624.000000 Penalty: 3631.542725
	Iteration 14Q: 3 clusters Score -8797624 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -8798022.000000 Penalty: 3631.542725
	Iteration 15Q: 3 clusters Score -8798022 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -8798278.000000 Penalty: 3631.542725
	Iteration 16Q: 3 clusters Score -8798278 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -8798563.000000 Penalty: 3631.542725
	Iteration 17Q: 3 clusters Score -8798563 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -8798868.000000 Penalty: 3631.542725
	Iteration 18Q: 3 clusters Score -8798868 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -8799167.000000 Penalty: 3631.542725
	Iteration 19Q: 3 clusters Score -8799167 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
Score: -8799530.000000 Penalty: 3631.542725
	Iteration 20F: 3 clusters Score -8799530 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -8799884.000000 Penalty: 3631.542725
	Iteration 21Q: 3 clusters Score -8799884 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 52781 members 
Entering Unmasked Estep 
Score: -8800272.000000 Penalty: 3631.542725
	Iteration 22Q: 3 clusters Score -8800272 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -8800740.000000 Penalty: 3631.542725
	Iteration 23Q: 3 clusters Score -8800740 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 55846 members 
Entering Unmasked Estep 
Score: -8801368.000000 Penalty: 3631.542725
	Iteration 24Q: 3 clusters Score -8801368 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -8802030.000000 Penalty: 3631.542725
	Iteration 25Q: 3 clusters Score -8802030 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -8802709.000000 Penalty: 3631.542725
	Iteration 26Q: 3 clusters Score -8802709 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 60661 members 
Entering Unmasked Estep 
Score: -8803492.000000 Penalty: 3631.542725
	Iteration 27Q: 3 clusters Score -8803492 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -8804320.000000 Penalty: 3631.542725
	Iteration 28Q: 3 clusters Score -8804320 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 63805 members 
Entering Unmasked Estep 
Score: -8805149.000000 Penalty: 3631.542725
	Iteration 29Q: 3 clusters Score -8805149 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 65235 members 
Entering Unmasked Estep 
Score: -8806059.000000 Penalty: 3631.542725
	Iteration 30Q: 3 clusters Score -8806059 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 66545 members 
Entering Unmasked Estep 
Score: -8806902.000000 Penalty: 3631.542725
	Iteration 31Q: 3 clusters Score -8806902 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 67630 members 
Entering Unmasked Estep 
Score: -8807602.000000 Penalty: 3631.542725
	Iteration 32Q: 3 clusters Score -8807602 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 68544 members 
Entering Unmasked Estep 
Score: -8808288.000000 Penalty: 3631.542725
	Iteration 33Q: 3 clusters Score -8808288 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 69216 members 
Entering Unmasked Estep 
Score: -8808779.000000 Penalty: 3631.542725
	Iteration 34Q: 3 clusters Score -8808779 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -8809126.000000 Penalty: 3631.542725
	Iteration 35Q: 3 clusters Score -8809126 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 70112 members 
Entering Unmasked Estep 
Score: -8809328.000000 Penalty: 3631.542725
	Iteration 36Q: 3 clusters Score -8809328 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 70355 members 
Entering Unmasked Estep 
Score: -8809475.000000 Penalty: 3631.542725
	Iteration 37Q: 3 clusters Score -8809475 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 70528 members 
Entering Unmasked Estep 
Score: -8809603.000000 Penalty: 3631.542725
	Iteration 38Q: 3 clusters Score -8809603 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 70665 members 
Entering Unmasked Estep 
Score: -8809709.000000 Penalty: 3631.542725
	Iteration 39Q: 3 clusters Score -8809709 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 70755 members 
Entering Unmasked Estep 
Score: -8809771.000000 Penalty: 3631.542725
	Iteration 40F: 3 clusters Score -8809771 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 70824 members 
Entering Unmasked Estep 
Score: -8809798.000000 Penalty: 3631.542725
	Iteration 41Q: 3 clusters Score -8809798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 70867 members 
Entering Unmasked Estep 
Score: -8809843.000000 Penalty: 3631.542725
	Iteration 42Q: 3 clusters Score -8809843 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 70912 members 
Entering Unmasked Estep 
Score: -8809882.000000 Penalty: 3631.542725
	Iteration 43Q: 3 clusters Score -8809882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 70938 members 
Entering Unmasked Estep 
Score: -8809900.000000 Penalty: 3631.542725
	Iteration 44Q: 3 clusters Score -8809900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 70954 members 
Entering Unmasked Estep 
Score: -8809917.000000 Penalty: 3631.542725
	Iteration 45Q: 3 clusters Score -8809917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 70960 members 
Entering Unmasked Estep 
Score: -8809918.000000 Penalty: 3631.542725
	Iteration 46Q: 3 clusters Score -8809918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -8809924.000000 Penalty: 3631.542725
	Iteration 47Q: 3 clusters Score -8809924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 70968 members 
Entering Unmasked Estep 
Score: -8809931.000000 Penalty: 3631.542725
	Iteration 48Q: 3 clusters Score -8809931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 70969 members 
Entering Unmasked Estep 
Score: -8809935.000000 Penalty: 3631.542725
	Iteration 49Q: 3 clusters Score -8809935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 70970 members 
Entering Unmasked Estep 
Score: -8809937.000000 Penalty: 3631.542725
	Iteration 50Q: 3 clusters Score -8809937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 70970 members 
Entering Unmasked Estep 
Score: -8809937.000000 Penalty: 3631.542725
	Iteration 51F: 3 clusters Score -8809937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Entering Unmasked Estep 
Score: -546935.000000 Penalty: 1367.679443
	Iteration 0F: 2 clusters Score -546935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -543300.875000 Penalty: 2735.358887
	Iteration 0F: 3 clusters Score -543300.9 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -544330.812500 Penalty: 2735.358887
	Iteration 1F: 3 clusters Score -544330.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -544592.937500 Penalty: 2735.358887
	Iteration 2F: 3 clusters Score -544592.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -544841.437500 Penalty: 2735.358887
	Iteration 3F: 3 clusters Score -544841.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -545090.625000 Penalty: 2735.358887
	Iteration 4F: 3 clusters Score -545090.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -545348.250000 Penalty: 2735.358887
	Iteration 5F: 3 clusters Score -545348.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -545545.375000 Penalty: 2735.358887
	Iteration 6F: 3 clusters Score -545545.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -545683.750000 Penalty: 2735.358887
	Iteration 7Q: 3 clusters Score -545683.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -545782.312500 Penalty: 2735.358887
	Iteration 8Q: 3 clusters Score -545782.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -545853.062500 Penalty: 2735.358887
	Iteration 9Q: 3 clusters Score -545853.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -545900.937500 Penalty: 2735.358887
	Iteration 10Q: 3 clusters Score -545900.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -545937.875000 Penalty: 2735.358887
	Iteration 11Q: 3 clusters Score -545937.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -545973.875000 Penalty: 2735.358887
	Iteration 12Q: 3 clusters Score -545973.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -546008.875000 Penalty: 2735.358887
	Iteration 13Q: 3 clusters Score -546008.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -546049.187500 Penalty: 2735.358887
	Iteration 14Q: 3 clusters Score -546049.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -546105.562500 Penalty: 2735.358887
	Iteration 15Q: 3 clusters Score -546105.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -546164.937500 Penalty: 2735.358887
	Iteration 16Q: 3 clusters Score -546164.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -546220.187500 Penalty: 2735.358887
	Iteration 17Q: 3 clusters Score -546220.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -546276.500000 Penalty: 2735.358887
	Iteration 18Q: 3 clusters Score -546276.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -546327.500000 Penalty: 2735.358887
	Iteration 19Q: 3 clusters Score -546327.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -546374.687500 Penalty: 2735.358887
	Iteration 20F: 3 clusters Score -546374.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -546433.375000 Penalty: 2735.358887
	Iteration 21Q: 3 clusters Score -546433.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -546493.125000 Penalty: 2735.358887
	Iteration 22Q: 3 clusters Score -546493.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -546550.625000 Penalty: 2735.358887
	Iteration 23Q: 3 clusters Score -546550.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -546607.687500 Penalty: 2735.358887
	Iteration 24Q: 3 clusters Score -546607.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -546654.875000 Penalty: 2735.358887
	Iteration 25Q: 3 clusters Score -546654.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -546695.375000 Penalty: 2735.358887
	Iteration 26Q: 3 clusters Score -546695.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -546722.000000 Penalty: 2735.358887
	Iteration 27Q: 3 clusters Score -546722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -546729.125000 Penalty: 2735.358887
	Iteration 28Q: 3 clusters Score -546729.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -546731.812500 Penalty: 2735.358887
	Iteration 29Q: 3 clusters Score -546731.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -546734.750000 Penalty: 2735.358887
	Iteration 30Q: 3 clusters Score -546734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -546735.250000 Penalty: 2735.358887
	Iteration 31Q: 3 clusters Score -546735.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -546735.250000 Penalty: 2735.358887
	Iteration 32Q: 3 clusters Score -546735.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -546735.687500 Penalty: 2735.358887
	Iteration 33Q: 3 clusters Score -546735.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -546736.375000 Penalty: 2735.358887
	Iteration 34Q: 3 clusters Score -546736.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -546737.000000 Penalty: 2735.358887
	Iteration 35Q: 3 clusters Score -546737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -546737.437500 Penalty: 2735.358887
	Iteration 36Q: 3 clusters Score -546737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -546737.437500 Penalty: 2735.358887
	Iteration 37F: 3 clusters Score -546737.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (60113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60113 members 
Entering Unmasked Estep 
Score: -7413947.000000 Penalty: 1788.146973
	Iteration 0F: 2 clusters Score -7413947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -7374387.000000 Penalty: 3576.293945
	Iteration 0F: 3 clusters Score -7374387 nChanged 28551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -7391223.000000 Penalty: 3576.293945
	Iteration 1F: 3 clusters Score -7391223 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -7392233.500000 Penalty: 3576.293945
	Iteration 2Q: 3 clusters Score -7392234 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -7393634.000000 Penalty: 3576.293945
	Iteration 3F: 3 clusters Score -7393634 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -7395548.000000 Penalty: 3576.293945
	Iteration 4F: 3 clusters Score -7395548 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -7397697.500000 Penalty: 3576.293945
	Iteration 5F: 3 clusters Score -7397698 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -7400236.000000 Penalty: 3576.293945
	Iteration 6F: 3 clusters Score -7400236 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -7403100.500000 Penalty: 3576.293945
	Iteration 7F: 3 clusters Score -7403100 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -7405963.000000 Penalty: 3576.293945
	Iteration 8F: 3 clusters Score -7405963 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 55285 members 
Entering Unmasked Estep 
Score: -7408514.000000 Penalty: 3576.293945
	Iteration 9F: 3 clusters Score -7408514 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -7410307.500000 Penalty: 3576.293945
	Iteration 10Q: 3 clusters Score -7410308 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -7411337.500000 Penalty: 3576.293945
	Iteration 11Q: 3 clusters Score -7411338 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -7411880.500000 Penalty: 3576.293945
	Iteration 12Q: 3 clusters Score -7411880 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -7412155.000000 Penalty: 3576.293945
	Iteration 13Q: 3 clusters Score -7412155 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 59843 members 
Entering Unmasked Estep 
Score: -7412255.000000 Penalty: 3576.293945
	Iteration 14Q: 3 clusters Score -7412255 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 59883 members 
Entering Unmasked Estep 
Score: -7412307.500000 Penalty: 3576.293945
	Iteration 15Q: 3 clusters Score -7412308 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -7412338.000000 Penalty: 3576.293945
	Iteration 16Q: 3 clusters Score -7412338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 59917 members 
Entering Unmasked Estep 
Score: -7412358.500000 Penalty: 3576.293945
	Iteration 17Q: 3 clusters Score -7412358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -7412393.000000 Penalty: 3576.293945
	Iteration 18Q: 3 clusters Score -7412393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -7412407.000000 Penalty: 3576.293945
	Iteration 19Q: 3 clusters Score -7412407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -7412406.000000 Penalty: 3576.293945
	Iteration 20F: 3 clusters Score -7412406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 59940 members 
Entering Unmasked Estep 
Score: -7412412.000000 Penalty: 3576.293945
	Iteration 21Q: 3 clusters Score -7412412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 59939 members 
Entering Unmasked Estep 
Score: -7412412.500000 Penalty: 3576.293945
	Iteration 22Q: 3 clusters Score -7412412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -7412416.500000 Penalty: 3576.293945
	Iteration 23Q: 3 clusters Score -7412416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -7412416.500000 Penalty: 3576.293945
	Iteration 24Q: 3 clusters Score -7412416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 59941 members 
Entering Unmasked Estep 
Score: -7412418.500000 Penalty: 3576.293945
	Iteration 25Q: 3 clusters Score -7412418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -7412420.000000 Penalty: 3576.293945
	Iteration 26Q: 3 clusters Score -7412420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 59942 members 
Entering Unmasked Estep 
Score: -7412420.000000 Penalty: 3576.293945
	Iteration 27F: 3 clusters Score -7412420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Entering Unmasked Estep 
Score: -528069.125000 Penalty: 1359.270508
	Iteration 0F: 2 clusters Score -528069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -524537.187500 Penalty: 2718.541016
	Iteration 0F: 3 clusters Score -524537.2 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -525437.000000 Penalty: 2718.541016
	Iteration 1F: 3 clusters Score -525437 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -525548.312500 Penalty: 2718.541016
	Iteration 2F: 3 clusters Score -525548.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -525624.125000 Penalty: 2718.541016
	Iteration 3Q: 3 clusters Score -525624.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -525686.062500 Penalty: 2718.541016
	Iteration 4Q: 3 clusters Score -525686.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -525730.687500 Penalty: 2718.541016
	Iteration 5Q: 3 clusters Score -525730.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -525786.437500 Penalty: 2718.541016
	Iteration 6Q: 3 clusters Score -525786.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -525844.375000 Penalty: 2718.541016
	Iteration 7Q: 3 clusters Score -525844.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -525891.875000 Penalty: 2718.541016
	Iteration 8Q: 3 clusters Score -525891.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -525930.500000 Penalty: 2718.541016
	Iteration 9Q: 3 clusters Score -525930.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -525977.000000 Penalty: 2718.541016
	Iteration 10Q: 3 clusters Score -525977 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -526014.062500 Penalty: 2718.541016
	Iteration 11Q: 3 clusters Score -526014.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -526054.062500 Penalty: 2718.541016
	Iteration 12Q: 3 clusters Score -526054.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -526096.187500 Penalty: 2718.541016
	Iteration 13Q: 3 clusters Score -526096.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -526146.125000 Penalty: 2718.541016
	Iteration 14Q: 3 clusters Score -526146.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -526200.437500 Penalty: 2718.541016
	Iteration 15Q: 3 clusters Score -526200.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -526247.187500 Penalty: 2718.541016
	Iteration 16Q: 3 clusters Score -526247.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -526294.062500 Penalty: 2718.541016
	Iteration 17Q: 3 clusters Score -526294.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -526342.000000 Penalty: 2718.541016
	Iteration 18Q: 3 clusters Score -526342 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -526388.000000 Penalty: 2718.541016
	Iteration 19Q: 3 clusters Score -526388 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -526440.687500 Penalty: 2718.541016
	Iteration 20F: 3 clusters Score -526440.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -526486.500000 Penalty: 2718.541016
	Iteration 21Q: 3 clusters Score -526486.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -526527.375000 Penalty: 2718.541016
	Iteration 22Q: 3 clusters Score -526527.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -526565.250000 Penalty: 2718.541016
	Iteration 23Q: 3 clusters Score -526565.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -526607.937500 Penalty: 2718.541016
	Iteration 24Q: 3 clusters Score -526607.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -526654.375000 Penalty: 2718.541016
	Iteration 25Q: 3 clusters Score -526654.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -526707.187500 Penalty: 2718.541016
	Iteration 26Q: 3 clusters Score -526707.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -526751.062500 Penalty: 2718.541016
	Iteration 27Q: 3 clusters Score -526751.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -526783.687500 Penalty: 2718.541016
	Iteration 28Q: 3 clusters Score -526783.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -526813.187500 Penalty: 2718.541016
	Iteration 29Q: 3 clusters Score -526813.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -526837.000000 Penalty: 2718.541016
	Iteration 30Q: 3 clusters Score -526837 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -526860.375000 Penalty: 2718.541016
	Iteration 31Q: 3 clusters Score -526860.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -526881.000000 Penalty: 2718.541016
	Iteration 32Q: 3 clusters Score -526881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -526889.000000 Penalty: 2718.541016
	Iteration 33Q: 3 clusters Score -526889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -526895.875000 Penalty: 2718.541016
	Iteration 34Q: 3 clusters Score -526895.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -526902.750000 Penalty: 2718.541016
	Iteration 35Q: 3 clusters Score -526902.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -526910.437500 Penalty: 2718.541016
	Iteration 36Q: 3 clusters Score -526910.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -526916.937500 Penalty: 2718.541016
	Iteration 37Q: 3 clusters Score -526916.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -526922.500000 Penalty: 2718.541016
	Iteration 38Q: 3 clusters Score -526922.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -526930.625000 Penalty: 2718.541016
	Iteration 39Q: 3 clusters Score -526930.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -526933.125000 Penalty: 2718.541016
	Iteration 40F: 3 clusters Score -526933.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -526935.375000 Penalty: 2718.541016
	Iteration 41Q: 3 clusters Score -526935.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -526935.937500 Penalty: 2718.541016
	Iteration 42Q: 3 clusters Score -526935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -526937.500000 Penalty: 2718.541016
	Iteration 43Q: 3 clusters Score -526937.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -526938.250000 Penalty: 2718.541016
	Iteration 44Q: 3 clusters Score -526938.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -526939.250000 Penalty: 2718.541016
	Iteration 45Q: 3 clusters Score -526939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -526940.125000 Penalty: 2718.541016
	Iteration 46Q: 3 clusters Score -526940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -526941.812500 Penalty: 2718.541016
	Iteration 47Q: 3 clusters Score -526941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -526942.750000 Penalty: 2718.541016
	Iteration 48Q: 3 clusters Score -526942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -526945.437500 Penalty: 2718.541016
	Iteration 49Q: 3 clusters Score -526945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -526949.125000 Penalty: 2718.541016
	Iteration 50Q: 3 clusters Score -526949.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -526948.562500 Penalty: 2718.541016
	Iteration 51Q: 3 clusters Score -526948.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -526948.562500 Penalty: 2718.541016
	Iteration 52F: 3 clusters Score -526948.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Entering Unmasked Estep 
Score: -378451.593750 Penalty: 1318.139648
	Iteration 0F: 2 clusters Score -378451.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -375507.656250 Penalty: 2636.279297
	Iteration 0F: 3 clusters Score -375507.7 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -376379.906250 Penalty: 2636.279297
	Iteration 1F: 3 clusters Score -376379.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -376598.906250 Penalty: 2636.279297
	Iteration 2F: 3 clusters Score -376598.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -376765.093750 Penalty: 2636.279297
	Iteration 3F: 3 clusters Score -376765.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -376897.250000 Penalty: 2636.279297
	Iteration 4F: 3 clusters Score -376897.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -377006.468750 Penalty: 2636.279297
	Iteration 5Q: 3 clusters Score -377006.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -377112.531250 Penalty: 2636.279297
	Iteration 6Q: 3 clusters Score -377112.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -377186.093750 Penalty: 2636.279297
	Iteration 7Q: 3 clusters Score -377186.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -377240.437500 Penalty: 2636.279297
	Iteration 8Q: 3 clusters Score -377240.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -377283.000000 Penalty: 2636.279297
	Iteration 9Q: 3 clusters Score -377283 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -377333.968750 Penalty: 2636.279297
	Iteration 10Q: 3 clusters Score -377334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -377375.187500 Penalty: 2636.279297
	Iteration 11Q: 3 clusters Score -377375.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -377400.437500 Penalty: 2636.279297
	Iteration 12Q: 3 clusters Score -377400.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -377415.562500 Penalty: 2636.279297
	Iteration 13Q: 3 clusters Score -377415.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -377425.968750 Penalty: 2636.279297
	Iteration 14Q: 3 clusters Score -377426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -377437.593750 Penalty: 2636.279297
	Iteration 15Q: 3 clusters Score -377437.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -377450.031250 Penalty: 2636.279297
	Iteration 16Q: 3 clusters Score -377450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -377460.843750 Penalty: 2636.279297
	Iteration 17Q: 3 clusters Score -377460.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -377470.687500 Penalty: 2636.279297
	Iteration 18Q: 3 clusters Score -377470.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -377481.968750 Penalty: 2636.279297
	Iteration 19Q: 3 clusters Score -377482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -377494.406250 Penalty: 2636.279297
	Iteration 20F: 3 clusters Score -377494.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -377505.093750 Penalty: 2636.279297
	Iteration 21Q: 3 clusters Score -377505.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -377515.187500 Penalty: 2636.279297
	Iteration 22Q: 3 clusters Score -377515.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -377523.281250 Penalty: 2636.279297
	Iteration 23Q: 3 clusters Score -377523.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -377529.406250 Penalty: 2636.279297
	Iteration 24Q: 3 clusters Score -377529.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -377536.437500 Penalty: 2636.279297
	Iteration 25Q: 3 clusters Score -377536.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -377543.562500 Penalty: 2636.279297
	Iteration 26Q: 3 clusters Score -377543.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -377546.687500 Penalty: 2636.279297
	Iteration 27Q: 3 clusters Score -377546.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -377549.875000 Penalty: 2636.279297
	Iteration 28Q: 3 clusters Score -377549.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -377554.718750 Penalty: 2636.279297
	Iteration 29Q: 3 clusters Score -377554.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -377560.031250 Penalty: 2636.279297
	Iteration 30Q: 3 clusters Score -377560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -377564.562500 Penalty: 2636.279297
	Iteration 31Q: 3 clusters Score -377564.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -377569.750000 Penalty: 2636.279297
	Iteration 32Q: 3 clusters Score -377569.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -377574.843750 Penalty: 2636.279297
	Iteration 33Q: 3 clusters Score -377574.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -377577.312500 Penalty: 2636.279297
	Iteration 34Q: 3 clusters Score -377577.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -377578.968750 Penalty: 2636.279297
	Iteration 35Q: 3 clusters Score -377579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -377580.156250 Penalty: 2636.279297
	Iteration 36Q: 3 clusters Score -377580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -377581.687500 Penalty: 2636.279297
	Iteration 37Q: 3 clusters Score -377581.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -377582.093750 Penalty: 2636.279297
	Iteration 38Q: 3 clusters Score -377582.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -377582.968750 Penalty: 2636.279297
	Iteration 39Q: 3 clusters Score -377583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -377584.031250 Penalty: 2636.279297
	Iteration 40F: 3 clusters Score -377584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -377584.843750 Penalty: 2636.279297
	Iteration 41Q: 3 clusters Score -377584.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -377587.000000 Penalty: 2636.279297
	Iteration 42Q: 3 clusters Score -377587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -377588.406250 Penalty: 2636.279297
	Iteration 43Q: 3 clusters Score -377588.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -377589.468750 Penalty: 2636.279297
	Iteration 44Q: 3 clusters Score -377589.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -377590.375000 Penalty: 2636.279297
	Iteration 45Q: 3 clusters Score -377590.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -377592.000000 Penalty: 2636.279297
	Iteration 46Q: 3 clusters Score -377592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -377592.500000 Penalty: 2636.279297
	Iteration 47Q: 3 clusters Score -377592.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -377592.500000 Penalty: 2636.279297
	Iteration 48F: 3 clusters Score -377592.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -382142.343750 Penalty: 1306.100830
	Iteration 0F: 2 clusters Score -382142.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -379377.375000 Penalty: 2612.201660
	Iteration 0F: 3 clusters Score -379377.4 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -380024.281250 Penalty: 2612.201660
	Iteration 1F: 3 clusters Score -380024.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -380175.843750 Penalty: 2612.201660
	Iteration 2F: 3 clusters Score -380175.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -380267.500000 Penalty: 2612.201660
	Iteration 3F: 3 clusters Score -380267.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -380344.687500 Penalty: 2612.201660
	Iteration 4Q: 3 clusters Score -380344.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -380410.218750 Penalty: 2612.201660
	Iteration 5Q: 3 clusters Score -380410.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -380458.562500 Penalty: 2612.201660
	Iteration 6Q: 3 clusters Score -380458.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -380495.562500 Penalty: 2612.201660
	Iteration 7Q: 3 clusters Score -380495.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -380520.218750 Penalty: 2612.201660
	Iteration 8Q: 3 clusters Score -380520.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -380540.468750 Penalty: 2612.201660
	Iteration 9Q: 3 clusters Score -380540.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -380571.500000 Penalty: 2612.201660
	Iteration 10Q: 3 clusters Score -380571.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -380607.906250 Penalty: 2612.201660
	Iteration 11Q: 3 clusters Score -380607.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -380639.781250 Penalty: 2612.201660
	Iteration 12Q: 3 clusters Score -380639.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -380667.312500 Penalty: 2612.201660
	Iteration 13Q: 3 clusters Score -380667.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -380698.531250 Penalty: 2612.201660
	Iteration 14Q: 3 clusters Score -380698.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -380737.031250 Penalty: 2612.201660
	Iteration 15Q: 3 clusters Score -380737 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -380765.781250 Penalty: 2612.201660
	Iteration 16Q: 3 clusters Score -380765.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -380792.750000 Penalty: 2612.201660
	Iteration 17Q: 3 clusters Score -380792.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -380816.000000 Penalty: 2612.201660
	Iteration 18Q: 3 clusters Score -380816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -380830.968750 Penalty: 2612.201660
	Iteration 19Q: 3 clusters Score -380831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -380845.187500 Penalty: 2612.201660
	Iteration 20F: 3 clusters Score -380845.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -380861.656250 Penalty: 2612.201660
	Iteration 21Q: 3 clusters Score -380861.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -380874.656250 Penalty: 2612.201660
	Iteration 22Q: 3 clusters Score -380874.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -380882.781250 Penalty: 2612.201660
	Iteration 23Q: 3 clusters Score -380882.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -380887.218750 Penalty: 2612.201660
	Iteration 24Q: 3 clusters Score -380887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -380890.125000 Penalty: 2612.201660
	Iteration 25Q: 3 clusters Score -380890.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -380893.343750 Penalty: 2612.201660
	Iteration 26Q: 3 clusters Score -380893.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -380895.375000 Penalty: 2612.201660
	Iteration 27Q: 3 clusters Score -380895.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -380897.218750 Penalty: 2612.201660
	Iteration 28Q: 3 clusters Score -380897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -380899.000000 Penalty: 2612.201660
	Iteration 29Q: 3 clusters Score -380899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -380902.750000 Penalty: 2612.201660
	Iteration 30Q: 3 clusters Score -380902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -380910.812500 Penalty: 2612.201660
	Iteration 31Q: 3 clusters Score -380910.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -380923.437500 Penalty: 2612.201660
	Iteration 32Q: 3 clusters Score -380923.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -380929.781250 Penalty: 2612.201660
	Iteration 33Q: 3 clusters Score -380929.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -380933.937500 Penalty: 2612.201660
	Iteration 34Q: 3 clusters Score -380933.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -380938.093750 Penalty: 2612.201660
	Iteration 35Q: 3 clusters Score -380938.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -380941.750000 Penalty: 2612.201660
	Iteration 36Q: 3 clusters Score -380941.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -380943.156250 Penalty: 2612.201660
	Iteration 37Q: 3 clusters Score -380943.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -380944.250000 Penalty: 2612.201660
	Iteration 38Q: 3 clusters Score -380944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -380946.312500 Penalty: 2612.201660
	Iteration 39Q: 3 clusters Score -380946.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -380948.812500 Penalty: 2612.201660
	Iteration 40F: 3 clusters Score -380948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -380950.843750 Penalty: 2612.201660
	Iteration 41Q: 3 clusters Score -380950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -380956.062500 Penalty: 2612.201660
	Iteration 42Q: 3 clusters Score -380956.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -380960.218750 Penalty: 2612.201660
	Iteration 43Q: 3 clusters Score -380960.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -380966.812500 Penalty: 2612.201660
	Iteration 44Q: 3 clusters Score -380966.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -380971.406250 Penalty: 2612.201660
	Iteration 45Q: 3 clusters Score -380971.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -380974.687500 Penalty: 2612.201660
	Iteration 46Q: 3 clusters Score -380974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -380975.593750 Penalty: 2612.201660
	Iteration 47Q: 3 clusters Score -380975.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -380977.406250 Penalty: 2612.201660
	Iteration 48Q: 3 clusters Score -380977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -380978.531250 Penalty: 2612.201660
	Iteration 49Q: 3 clusters Score -380978.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -380980.125000 Penalty: 2612.201660
	Iteration 50Q: 3 clusters Score -380980.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -380981.250000 Penalty: 2612.201660
	Iteration 51Q: 3 clusters Score -380981.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -380981.250000 Penalty: 2612.201660
	Iteration 52F: 3 clusters Score -380981.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Entering Unmasked Estep 
Score: -196728.109375 Penalty: 1209.595337
	Iteration 0F: 2 clusters Score -196728.1 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 892 members 
Entering Unmasked Estep 
Score: -194831.203125 Penalty: 2419.190674
	Iteration 0F: 3 clusters Score -194831.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -195303.546875 Penalty: 2419.190674
	Iteration 1F: 3 clusters Score -195303.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -195472.921875 Penalty: 2419.190674
	Iteration 2F: 3 clusters Score -195472.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -195573.906250 Penalty: 2419.190674
	Iteration 3F: 3 clusters Score -195573.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -195652.843750 Penalty: 2419.190674
	Iteration 4Q: 3 clusters Score -195652.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -195717.093750 Penalty: 2419.190674
	Iteration 5Q: 3 clusters Score -195717.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -195759.734375 Penalty: 2419.190674
	Iteration 6Q: 3 clusters Score -195759.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -195790.031250 Penalty: 2419.190674
	Iteration 7Q: 3 clusters Score -195790 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -195827.921875 Penalty: 2419.190674
	Iteration 8Q: 3 clusters Score -195827.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -195860.031250 Penalty: 2419.190674
	Iteration 9Q: 3 clusters Score -195860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -195878.421875 Penalty: 2419.190674
	Iteration 10Q: 3 clusters Score -195878.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -195893.734375 Penalty: 2419.190674
	Iteration 11Q: 3 clusters Score -195893.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -195913.359375 Penalty: 2419.190674
	Iteration 12Q: 3 clusters Score -195913.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -195937.968750 Penalty: 2419.190674
	Iteration 13Q: 3 clusters Score -195938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -195956.953125 Penalty: 2419.190674
	Iteration 14Q: 3 clusters Score -195957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -195969.468750 Penalty: 2419.190674
	Iteration 15Q: 3 clusters Score -195969.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -195978.515625 Penalty: 2419.190674
	Iteration 16Q: 3 clusters Score -195978.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -195985.593750 Penalty: 2419.190674
	Iteration 17Q: 3 clusters Score -195985.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -195989.390625 Penalty: 2419.190674
	Iteration 18Q: 3 clusters Score -195989.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -196002.906250 Penalty: 2419.190674
	Iteration 19Q: 3 clusters Score -196002.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -196012.906250 Penalty: 2419.190674
	Iteration 20F: 3 clusters Score -196012.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -196021.109375 Penalty: 2419.190674
	Iteration 21Q: 3 clusters Score -196021.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -196028.031250 Penalty: 2419.190674
	Iteration 22Q: 3 clusters Score -196028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -196033.406250 Penalty: 2419.190674
	Iteration 23Q: 3 clusters Score -196033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -196038.250000 Penalty: 2419.190674
	Iteration 24Q: 3 clusters Score -196038.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -196041.437500 Penalty: 2419.190674
	Iteration 25Q: 3 clusters Score -196041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -196043.031250 Penalty: 2419.190674
	Iteration 26Q: 3 clusters Score -196043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -196044.859375 Penalty: 2419.190674
	Iteration 27Q: 3 clusters Score -196044.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -196047.609375 Penalty: 2419.190674
	Iteration 28Q: 3 clusters Score -196047.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -196054.984375 Penalty: 2419.190674
	Iteration 29Q: 3 clusters Score -196055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -196072.671875 Penalty: 2419.190674
	Iteration 30Q: 3 clusters Score -196072.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -196085.093750 Penalty: 2419.190674
	Iteration 31Q: 3 clusters Score -196085.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -196089.703125 Penalty: 2419.190674
	Iteration 32Q: 3 clusters Score -196089.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -196094.843750 Penalty: 2419.190674
	Iteration 33Q: 3 clusters Score -196094.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -196100.109375 Penalty: 2419.190674
	Iteration 34Q: 3 clusters Score -196100.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -196105.328125 Penalty: 2419.190674
	Iteration 35Q: 3 clusters Score -196105.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -196107.109375 Penalty: 2419.190674
	Iteration 36Q: 3 clusters Score -196107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -196108.796875 Penalty: 2419.190674
	Iteration 37Q: 3 clusters Score -196108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -196109.000000 Penalty: 2419.190674
	Iteration 38Q: 3 clusters Score -196109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -196110.046875 Penalty: 2419.190674
	Iteration 39Q: 3 clusters Score -196110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -196110.390625 Penalty: 2419.190674
	Iteration 40F: 3 clusters Score -196110.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Entering Unmasked Estep 
Score: -4252508.500000 Penalty: 1697.944458
	Iteration 0F: 2 clusters Score -4252508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -4229427.500000 Penalty: 3395.888916
	Iteration 0F: 3 clusters Score -4229428 nChanged 16030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -4238627.000000 Penalty: 3395.888916
	Iteration 1F: 3 clusters Score -4238627 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -4239668.000000 Penalty: 3395.888916
	Iteration 2F: 3 clusters Score -4239668 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -4241083.000000 Penalty: 3395.888916
	Iteration 3F: 3 clusters Score -4241083 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -4242696.000000 Penalty: 3395.888916
	Iteration 4F: 3 clusters Score -4242696 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -4244145.500000 Penalty: 3395.888916
	Iteration 5F: 3 clusters Score -4244146 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -4245237.000000 Penalty: 3395.888916
	Iteration 6F: 3 clusters Score -4245237 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -4246013.000000 Penalty: 3395.888916
	Iteration 7Q: 3 clusters Score -4246013 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -4246537.000000 Penalty: 3395.888916
	Iteration 8Q: 3 clusters Score -4246537 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -4246917.000000 Penalty: 3395.888916
	Iteration 9Q: 3 clusters Score -4246917 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -4247289.500000 Penalty: 3395.888916
	Iteration 10Q: 3 clusters Score -4247290 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -4247629.000000 Penalty: 3395.888916
	Iteration 11Q: 3 clusters Score -4247629 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -4247984.000000 Penalty: 3395.888916
	Iteration 12Q: 3 clusters Score -4247984 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -4248395.500000 Penalty: 3395.888916
	Iteration 13Q: 3 clusters Score -4248396 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -4248816.000000 Penalty: 3395.888916
	Iteration 14Q: 3 clusters Score -4248816 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -4249269.500000 Penalty: 3395.888916
	Iteration 15Q: 3 clusters Score -4249270 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4249695.000000 Penalty: 3395.888916
	Iteration 16Q: 3 clusters Score -4249695 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -4250034.500000 Penalty: 3395.888916
	Iteration 17Q: 3 clusters Score -4250034 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4250347.500000 Penalty: 3395.888916
	Iteration 18Q: 3 clusters Score -4250348 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -4250597.000000 Penalty: 3395.888916
	Iteration 19Q: 3 clusters Score -4250597 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -4250781.000000 Penalty: 3395.888916
	Iteration 20F: 3 clusters Score -4250781 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -4250887.000000 Penalty: 3395.888916
	Iteration 21Q: 3 clusters Score -4250887 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -4250955.500000 Penalty: 3395.888916
	Iteration 22Q: 3 clusters Score -4250956 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -4251004.000000 Penalty: 3395.888916
	Iteration 23Q: 3 clusters Score -4251004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -4251023.000000 Penalty: 3395.888916
	Iteration 24Q: 3 clusters Score -4251023 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4251040.500000 Penalty: 3395.888916
	Iteration 25Q: 3 clusters Score -4251040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -4251050.500000 Penalty: 3395.888916
	Iteration 26Q: 3 clusters Score -4251050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -4251063.000000 Penalty: 3395.888916
	Iteration 27Q: 3 clusters Score -4251063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -4251073.500000 Penalty: 3395.888916
	Iteration 28Q: 3 clusters Score -4251074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4251077.500000 Penalty: 3395.888916
	Iteration 29Q: 3 clusters Score -4251078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -4251088.500000 Penalty: 3395.888916
	Iteration 30Q: 3 clusters Score -4251088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -4251089.500000 Penalty: 3395.888916
	Iteration 31Q: 3 clusters Score -4251090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -4251086.000000 Penalty: 3395.888916
	Iteration 32Q: 3 clusters Score -4251086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -4251094.500000 Penalty: 3395.888916
	Iteration 33Q: 3 clusters Score -4251094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -4251094.000000 Penalty: 3395.888916
	Iteration 34Q: 3 clusters Score -4251094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -4251100.500000 Penalty: 3395.888916
	Iteration 35Q: 3 clusters Score -4251100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -4251100.500000 Penalty: 3395.888916
	Iteration 36Q: 3 clusters Score -4251100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -4251106.000000 Penalty: 3395.888916
	Iteration 37Q: 3 clusters Score -4251106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -4251114.000000 Penalty: 3395.888916
	Iteration 38Q: 3 clusters Score -4251114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -4251112.500000 Penalty: 3395.888916
	Iteration 39Q: 3 clusters Score -4251112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -4251112.000000 Penalty: 3395.888916
	Iteration 40F: 3 clusters Score -4251112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4251112.000000 Penalty: 3395.888916
	Iteration 41Q: 3 clusters Score -4251112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -4251115.500000 Penalty: 3395.888916
	Iteration 42Q: 3 clusters Score -4251116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -4251116.500000 Penalty: 3395.888916
	Iteration 43Q: 3 clusters Score -4251116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4251120.500000 Penalty: 3395.888916
	Iteration 44Q: 3 clusters Score -4251120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -4251125.000000 Penalty: 3395.888916
	Iteration 45Q: 3 clusters Score -4251125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -4251129.500000 Penalty: 3395.888916
	Iteration 46Q: 3 clusters Score -4251130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -4251125.500000 Penalty: 3395.888916
	Iteration 47Q: 3 clusters Score -4251126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -4251126.500000 Penalty: 3395.888916
	Iteration 48Q: 3 clusters Score -4251126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 34006 members 
Entering Unmasked Estep 
Score: -4251135.000000 Penalty: 3395.888916
	Iteration 49Q: 3 clusters Score -4251135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4251144.000000 Penalty: 3395.888916
	Iteration 50Q: 3 clusters Score -4251144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -4251145.500000 Penalty: 3395.888916
	Iteration 51Q: 3 clusters Score -4251146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -4251146.500000 Penalty: 3395.888916
	Iteration 52Q: 3 clusters Score -4251146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4251149.000000 Penalty: 3395.888916
	Iteration 53Q: 3 clusters Score -4251149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -4251149.000000 Penalty: 3395.888916
	Iteration 54F: 3 clusters Score -4251149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Entering Unmasked Estep 
Score: -1745307.625000 Penalty: 1553.008545
	Iteration 0F: 2 clusters Score -1745308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1735478.375000 Penalty: 3106.017090
	Iteration 0F: 3 clusters Score -1735478 nChanged 6265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1738797.375000 Penalty: 3106.017090
	Iteration 1F: 3 clusters Score -1738797 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1739067.875000 Penalty: 3106.017090
	Iteration 2F: 3 clusters Score -1739068 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1739324.125000 Penalty: 3106.017090
	Iteration 3Q: 3 clusters Score -1739324 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1739578.125000 Penalty: 3106.017090
	Iteration 4Q: 3 clusters Score -1739578 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1739893.375000 Penalty: 3106.017090
	Iteration 5Q: 3 clusters Score -1739893 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1740280.000000 Penalty: 3106.017090
	Iteration 6F: 3 clusters Score -1740280 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1740773.250000 Penalty: 3106.017090
	Iteration 7F: 3 clusters Score -1740773 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1741401.375000 Penalty: 3106.017090
	Iteration 8F: 3 clusters Score -1741401 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1742072.625000 Penalty: 3106.017090
	Iteration 9F: 3 clusters Score -1742073 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1742694.375000 Penalty: 3106.017090
	Iteration 10Q: 3 clusters Score -1742694 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1743197.250000 Penalty: 3106.017090
	Iteration 11Q: 3 clusters Score -1743197 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1743478.375000 Penalty: 3106.017090
	Iteration 12Q: 3 clusters Score -1743478 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1743656.500000 Penalty: 3106.017090
	Iteration 13Q: 3 clusters Score -1743656 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1743771.250000 Penalty: 3106.017090
	Iteration 14Q: 3 clusters Score -1743771 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1743824.250000 Penalty: 3106.017090
	Iteration 15Q: 3 clusters Score -1743824 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1743865.250000 Penalty: 3106.017090
	Iteration 16Q: 3 clusters Score -1743865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1743889.375000 Penalty: 3106.017090
	Iteration 17Q: 3 clusters Score -1743889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1743900.625000 Penalty: 3106.017090
	Iteration 18Q: 3 clusters Score -1743901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1743918.250000 Penalty: 3106.017090
	Iteration 19Q: 3 clusters Score -1743918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1743929.750000 Penalty: 3106.017090
	Iteration 20F: 3 clusters Score -1743930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1743932.625000 Penalty: 3106.017090
	Iteration 21Q: 3 clusters Score -1743933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1743936.625000 Penalty: 3106.017090
	Iteration 22Q: 3 clusters Score -1743937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1743938.500000 Penalty: 3106.017090
	Iteration 23Q: 3 clusters Score -1743938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1743941.125000 Penalty: 3106.017090
	Iteration 24Q: 3 clusters Score -1743941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1743940.625000 Penalty: 3106.017090
	Iteration 25Q: 3 clusters Score -1743941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -1743942.750000 Penalty: 3106.017090
	Iteration 26Q: 3 clusters Score -1743943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1743944.375000 Penalty: 3106.017090
	Iteration 27Q: 3 clusters Score -1743944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1743944.375000 Penalty: 3106.017090
	Iteration 28F: 3 clusters Score -1743944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Entering Unmasked Estep 
Score: -1842175.375000 Penalty: 1562.362427
	Iteration 0F: 2 clusters Score -1842175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1831810.875000 Penalty: 3124.724854
	Iteration 0F: 3 clusters Score -1831811 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1835396.500000 Penalty: 3124.724854
	Iteration 1F: 3 clusters Score -1835396 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1835836.500000 Penalty: 3124.724854
	Iteration 2F: 3 clusters Score -1835836 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1836365.375000 Penalty: 3124.724854
	Iteration 3F: 3 clusters Score -1836365 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1837057.750000 Penalty: 3124.724854
	Iteration 4F: 3 clusters Score -1837058 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1837901.500000 Penalty: 3124.724854
	Iteration 5F: 3 clusters Score -1837902 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1838672.750000 Penalty: 3124.724854
	Iteration 6F: 3 clusters Score -1838673 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1839232.750000 Penalty: 3124.724854
	Iteration 7F: 3 clusters Score -1839233 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1839625.625000 Penalty: 3124.724854
	Iteration 8Q: 3 clusters Score -1839626 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1839894.500000 Penalty: 3124.724854
	Iteration 9Q: 3 clusters Score -1839894 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1840099.250000 Penalty: 3124.724854
	Iteration 10Q: 3 clusters Score -1840099 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1840262.000000 Penalty: 3124.724854
	Iteration 11Q: 3 clusters Score -1840262 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1840379.625000 Penalty: 3124.724854
	Iteration 12Q: 3 clusters Score -1840380 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1840473.250000 Penalty: 3124.724854
	Iteration 13Q: 3 clusters Score -1840473 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1840529.500000 Penalty: 3124.724854
	Iteration 14Q: 3 clusters Score -1840530 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1840576.000000 Penalty: 3124.724854
	Iteration 15Q: 3 clusters Score -1840576 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1840616.875000 Penalty: 3124.724854
	Iteration 16Q: 3 clusters Score -1840617 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1840645.625000 Penalty: 3124.724854
	Iteration 17Q: 3 clusters Score -1840646 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1840671.500000 Penalty: 3124.724854
	Iteration 18Q: 3 clusters Score -1840672 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1840696.375000 Penalty: 3124.724854
	Iteration 19Q: 3 clusters Score -1840696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1840705.000000 Penalty: 3124.724854
	Iteration 20F: 3 clusters Score -1840705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1840720.875000 Penalty: 3124.724854
	Iteration 21Q: 3 clusters Score -1840721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1840731.625000 Penalty: 3124.724854
	Iteration 22Q: 3 clusters Score -1840732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1840740.000000 Penalty: 3124.724854
	Iteration 23Q: 3 clusters Score -1840740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1840758.750000 Penalty: 3124.724854
	Iteration 24Q: 3 clusters Score -1840759 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1840765.750000 Penalty: 3124.724854
	Iteration 25Q: 3 clusters Score -1840766 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1840786.875000 Penalty: 3124.724854
	Iteration 26Q: 3 clusters Score -1840787 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1840810.500000 Penalty: 3124.724854
	Iteration 27Q: 3 clusters Score -1840810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1840821.250000 Penalty: 3124.724854
	Iteration 28Q: 3 clusters Score -1840821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1840836.625000 Penalty: 3124.724854
	Iteration 29Q: 3 clusters Score -1840837 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1840848.000000 Penalty: 3124.724854
	Iteration 30Q: 3 clusters Score -1840848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1840857.500000 Penalty: 3124.724854
	Iteration 31Q: 3 clusters Score -1840858 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1840865.750000 Penalty: 3124.724854
	Iteration 32Q: 3 clusters Score -1840866 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1840875.375000 Penalty: 3124.724854
	Iteration 33Q: 3 clusters Score -1840875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1840878.625000 Penalty: 3124.724854
	Iteration 34Q: 3 clusters Score -1840879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1840881.375000 Penalty: 3124.724854
	Iteration 35Q: 3 clusters Score -1840881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1840880.625000 Penalty: 3124.724854
	Iteration 36Q: 3 clusters Score -1840881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1840883.875000 Penalty: 3124.724854
	Iteration 37Q: 3 clusters Score -1840884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1840888.250000 Penalty: 3124.724854
	Iteration 38Q: 3 clusters Score -1840888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1840884.625000 Penalty: 3124.724854
	Iteration 39Q: 3 clusters Score -1840885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1840888.625000 Penalty: 3124.724854
	Iteration 40F: 3 clusters Score -1840889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1840891.625000 Penalty: 3124.724854
	Iteration 41Q: 3 clusters Score -1840892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1840891.875000 Penalty: 3124.724854
	Iteration 42Q: 3 clusters Score -1840892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1840894.625000 Penalty: 3124.724854
	Iteration 43Q: 3 clusters Score -1840895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1840900.625000 Penalty: 3124.724854
	Iteration 44Q: 3 clusters Score -1840901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1840899.500000 Penalty: 3124.724854
	Iteration 45Q: 3 clusters Score -1840900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1840902.375000 Penalty: 3124.724854
	Iteration 46Q: 3 clusters Score -1840902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1840904.000000 Penalty: 3124.724854
	Iteration 47Q: 3 clusters Score -1840904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1840902.125000 Penalty: 3124.724854
	Iteration 48Q: 3 clusters Score -1840902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1840899.875000 Penalty: 3124.724854
	Iteration 49Q: 3 clusters Score -1840900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1840900.750000 Penalty: 3124.724854
	Iteration 50Q: 3 clusters Score -1840901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1840901.125000 Penalty: 3124.724854
	Iteration 51Q: 3 clusters Score -1840901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1840902.375000 Penalty: 3124.724854
	Iteration 52Q: 3 clusters Score -1840902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1840900.250000 Penalty: 3124.724854
	Iteration 53Q: 3 clusters Score -1840900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1840907.000000 Penalty: 3124.724854
	Iteration 54Q: 3 clusters Score -1840907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1840907.375000 Penalty: 3124.724854
	Iteration 55Q: 3 clusters Score -1840907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1840904.625000 Penalty: 3124.724854
	Iteration 56Q: 3 clusters Score -1840905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1840903.250000 Penalty: 3124.724854
	Iteration 57Q: 3 clusters Score -1840903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1840903.250000 Penalty: 3124.724854
	Iteration 58Q: 3 clusters Score -1840903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1840903.250000 Penalty: 3124.724854
	Iteration 59Q: 3 clusters Score -1840903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1840903.250000 Penalty: 3124.724854
	Iteration 60F: 3 clusters Score -1840903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Entering Unmasked Estep 
Score: -3511478.250000 Penalty: 1665.196167
	Iteration 0F: 2 clusters Score -3511478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3492540.750000 Penalty: 3330.392334
	Iteration 0F: 3 clusters Score -3492541 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3499757.500000 Penalty: 3330.392334
	Iteration 1F: 3 clusters Score -3499758 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3500235.750000 Penalty: 3330.392334
	Iteration 2Q: 3 clusters Score -3500236 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3500752.250000 Penalty: 3330.392334
	Iteration 3Q: 3 clusters Score -3500752 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3501351.000000 Penalty: 3330.392334
	Iteration 4F: 3 clusters Score -3501351 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -3502076.750000 Penalty: 3330.392334
	Iteration 5F: 3 clusters Score -3502077 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -3502973.750000 Penalty: 3330.392334
	Iteration 6F: 3 clusters Score -3502974 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -3504041.250000 Penalty: 3330.392334
	Iteration 7F: 3 clusters Score -3504041 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -3505193.250000 Penalty: 3330.392334
	Iteration 8F: 3 clusters Score -3505193 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -3506397.000000 Penalty: 3330.392334
	Iteration 9F: 3 clusters Score -3506397 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -3507425.000000 Penalty: 3330.392334
	Iteration 10Q: 3 clusters Score -3507425 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3508287.500000 Penalty: 3330.392334
	Iteration 11Q: 3 clusters Score -3508288 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -3508926.750000 Penalty: 3330.392334
	Iteration 12Q: 3 clusters Score -3508927 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3509332.000000 Penalty: 3330.392334
	Iteration 13Q: 3 clusters Score -3509332 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3509600.750000 Penalty: 3330.392334
	Iteration 14Q: 3 clusters Score -3509601 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -3509761.750000 Penalty: 3330.392334
	Iteration 15Q: 3 clusters Score -3509762 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3509851.500000 Penalty: 3330.392334
	Iteration 16Q: 3 clusters Score -3509852 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -3509909.500000 Penalty: 3330.392334
	Iteration 17Q: 3 clusters Score -3509910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3509945.500000 Penalty: 3330.392334
	Iteration 18Q: 3 clusters Score -3509946 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -3509977.250000 Penalty: 3330.392334
	Iteration 19Q: 3 clusters Score -3509977 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3510005.250000 Penalty: 3330.392334
	Iteration 20F: 3 clusters Score -3510005 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -3510033.500000 Penalty: 3330.392334
	Iteration 21Q: 3 clusters Score -3510034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3510046.000000 Penalty: 3330.392334
	Iteration 22Q: 3 clusters Score -3510046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -3510051.750000 Penalty: 3330.392334
	Iteration 23Q: 3 clusters Score -3510052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3510057.500000 Penalty: 3330.392334
	Iteration 24Q: 3 clusters Score -3510058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3510064.000000 Penalty: 3330.392334
	Iteration 25Q: 3 clusters Score -3510064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -3510069.500000 Penalty: 3330.392334
	Iteration 26Q: 3 clusters Score -3510070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3510084.750000 Penalty: 3330.392334
	Iteration 27Q: 3 clusters Score -3510085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -3510096.500000 Penalty: 3330.392334
	Iteration 28Q: 3 clusters Score -3510096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3510104.250000 Penalty: 3330.392334
	Iteration 29Q: 3 clusters Score -3510104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3510108.000000 Penalty: 3330.392334
	Iteration 30Q: 3 clusters Score -3510108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3510112.250000 Penalty: 3330.392334
	Iteration 31Q: 3 clusters Score -3510112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3510111.000000 Penalty: 3330.392334
	Iteration 32Q: 3 clusters Score -3510111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3510112.750000 Penalty: 3330.392334
	Iteration 33Q: 3 clusters Score -3510113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3510114.500000 Penalty: 3330.392334
	Iteration 34Q: 3 clusters Score -3510114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3510114.500000 Penalty: 3330.392334
	Iteration 35F: 3 clusters Score -3510114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -210594.171875 Penalty: 1209.785400
	Iteration 0F: 2 clusters Score -210594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -208675.312500 Penalty: 2419.570801
	Iteration 0F: 3 clusters Score -208675.3 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -209078.265625 Penalty: 2419.570801
	Iteration 1F: 3 clusters Score -209078.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -209190.687500 Penalty: 2419.570801
	Iteration 2F: 3 clusters Score -209190.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -209253.875000 Penalty: 2419.570801
	Iteration 3Q: 3 clusters Score -209253.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -209284.640625 Penalty: 2419.570801
	Iteration 4Q: 3 clusters Score -209284.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -209318.468750 Penalty: 2419.570801
	Iteration 5Q: 3 clusters Score -209318.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -209347.343750 Penalty: 2419.570801
	Iteration 6Q: 3 clusters Score -209347.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -209368.406250 Penalty: 2419.570801
	Iteration 7Q: 3 clusters Score -209368.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -209390.640625 Penalty: 2419.570801
	Iteration 8Q: 3 clusters Score -209390.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -209413.109375 Penalty: 2419.570801
	Iteration 9Q: 3 clusters Score -209413.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -209429.265625 Penalty: 2419.570801
	Iteration 10Q: 3 clusters Score -209429.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -209449.015625 Penalty: 2419.570801
	Iteration 11Q: 3 clusters Score -209449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -209463.593750 Penalty: 2419.570801
	Iteration 12Q: 3 clusters Score -209463.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -209473.937500 Penalty: 2419.570801
	Iteration 13Q: 3 clusters Score -209473.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -209484.156250 Penalty: 2419.570801
	Iteration 14Q: 3 clusters Score -209484.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -209489.500000 Penalty: 2419.570801
	Iteration 15Q: 3 clusters Score -209489.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -209494.734375 Penalty: 2419.570801
	Iteration 16Q: 3 clusters Score -209494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -209495.687500 Penalty: 2419.570801
	Iteration 17Q: 3 clusters Score -209495.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -209497.187500 Penalty: 2419.570801
	Iteration 18Q: 3 clusters Score -209497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -209497.562500 Penalty: 2419.570801
	Iteration 19Q: 3 clusters Score -209497.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -209498.812500 Penalty: 2419.570801
	Iteration 20F: 3 clusters Score -209498.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -209503.609375 Penalty: 2419.570801
	Iteration 21Q: 3 clusters Score -209503.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -209508.703125 Penalty: 2419.570801
	Iteration 22Q: 3 clusters Score -209508.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -209513.203125 Penalty: 2419.570801
	Iteration 23Q: 3 clusters Score -209513.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -209516.984375 Penalty: 2419.570801
	Iteration 24Q: 3 clusters Score -209517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -209518.703125 Penalty: 2419.570801
	Iteration 25Q: 3 clusters Score -209518.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -209521.390625 Penalty: 2419.570801
	Iteration 26Q: 3 clusters Score -209521.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -209526.125000 Penalty: 2419.570801
	Iteration 27Q: 3 clusters Score -209526.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -209530.546875 Penalty: 2419.570801
	Iteration 28Q: 3 clusters Score -209530.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -209536.828125 Penalty: 2419.570801
	Iteration 29Q: 3 clusters Score -209536.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -209540.328125 Penalty: 2419.570801
	Iteration 30Q: 3 clusters Score -209540.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -209544.890625 Penalty: 2419.570801
	Iteration 31Q: 3 clusters Score -209544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -209546.078125 Penalty: 2419.570801
	Iteration 32Q: 3 clusters Score -209546.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -209548.109375 Penalty: 2419.570801
	Iteration 33Q: 3 clusters Score -209548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -209549.437500 Penalty: 2419.570801
	Iteration 34Q: 3 clusters Score -209549.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -209551.609375 Penalty: 2419.570801
	Iteration 35Q: 3 clusters Score -209551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -209552.421875 Penalty: 2419.570801
	Iteration 36Q: 3 clusters Score -209552.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -209552.421875 Penalty: 2419.570801
	Iteration 37F: 3 clusters Score -209552.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Entering Unmasked Estep 
Score: -225344.203125 Penalty: 1227.153198
	Iteration 0F: 2 clusters Score -225344.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -223353.000000 Penalty: 2454.306396
	Iteration 0F: 3 clusters Score -223353 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -223716.546875 Penalty: 2454.306396
	Iteration 1F: 3 clusters Score -223716.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -223816.906250 Penalty: 2454.306396
	Iteration 2F: 3 clusters Score -223816.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -223888.046875 Penalty: 2454.306396
	Iteration 3F: 3 clusters Score -223888 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -223943.843750 Penalty: 2454.306396
	Iteration 4Q: 3 clusters Score -223943.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -223984.750000 Penalty: 2454.306396
	Iteration 5Q: 3 clusters Score -223984.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -224010.562500 Penalty: 2454.306396
	Iteration 6Q: 3 clusters Score -224010.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -224035.343750 Penalty: 2454.306396
	Iteration 7Q: 3 clusters Score -224035.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -224045.203125 Penalty: 2454.306396
	Iteration 8Q: 3 clusters Score -224045.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -224056.296875 Penalty: 2454.306396
	Iteration 9Q: 3 clusters Score -224056.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -224073.796875 Penalty: 2454.306396
	Iteration 10Q: 3 clusters Score -224073.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -224095.875000 Penalty: 2454.306396
	Iteration 11Q: 3 clusters Score -224095.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -224120.406250 Penalty: 2454.306396
	Iteration 12Q: 3 clusters Score -224120.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -224137.609375 Penalty: 2454.306396
	Iteration 13Q: 3 clusters Score -224137.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -224153.609375 Penalty: 2454.306396
	Iteration 14Q: 3 clusters Score -224153.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -224166.687500 Penalty: 2454.306396
	Iteration 15Q: 3 clusters Score -224166.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -224176.656250 Penalty: 2454.306396
	Iteration 16Q: 3 clusters Score -224176.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -224183.906250 Penalty: 2454.306396
	Iteration 17Q: 3 clusters Score -224183.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -224192.750000 Penalty: 2454.306396
	Iteration 18Q: 3 clusters Score -224192.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -224206.906250 Penalty: 2454.306396
	Iteration 19Q: 3 clusters Score -224206.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -224216.656250 Penalty: 2454.306396
	Iteration 20F: 3 clusters Score -224216.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -224226.984375 Penalty: 2454.306396
	Iteration 21Q: 3 clusters Score -224227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -224240.328125 Penalty: 2454.306396
	Iteration 22Q: 3 clusters Score -224240.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -224255.828125 Penalty: 2454.306396
	Iteration 23Q: 3 clusters Score -224255.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -224267.078125 Penalty: 2454.306396
	Iteration 24Q: 3 clusters Score -224267.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -224275.515625 Penalty: 2454.306396
	Iteration 25Q: 3 clusters Score -224275.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -224278.968750 Penalty: 2454.306396
	Iteration 26Q: 3 clusters Score -224279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -224281.562500 Penalty: 2454.306396
	Iteration 27Q: 3 clusters Score -224281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -224285.421875 Penalty: 2454.306396
	Iteration 28Q: 3 clusters Score -224285.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -224287.203125 Penalty: 2454.306396
	Iteration 29Q: 3 clusters Score -224287.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -224288.640625 Penalty: 2454.306396
	Iteration 30Q: 3 clusters Score -224288.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -224291.078125 Penalty: 2454.306396
	Iteration 31Q: 3 clusters Score -224291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -224291.843750 Penalty: 2454.306396
	Iteration 32Q: 3 clusters Score -224291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -224292.406250 Penalty: 2454.306396
	Iteration 33Q: 3 clusters Score -224292.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -224295.781250 Penalty: 2454.306396
	Iteration 34Q: 3 clusters Score -224295.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -224298.812500 Penalty: 2454.306396
	Iteration 35Q: 3 clusters Score -224298.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -224300.140625 Penalty: 2454.306396
	Iteration 36Q: 3 clusters Score -224300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -224301.375000 Penalty: 2454.306396
	Iteration 37Q: 3 clusters Score -224301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -224302.468750 Penalty: 2454.306396
	Iteration 38Q: 3 clusters Score -224302.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -224302.593750 Penalty: 2454.306396
	Iteration 39Q: 3 clusters Score -224302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -224303.234375 Penalty: 2454.306396
	Iteration 40F: 3 clusters Score -224303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -224303.937500 Penalty: 2454.306396
	Iteration 41Q: 3 clusters Score -224303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -224304.000000 Penalty: 2454.306396
	Iteration 42Q: 3 clusters Score -224304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -224304.000000 Penalty: 2454.306396
	Iteration 43F: 3 clusters Score -224304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Entering Unmasked Estep 
Score: -1254605.375000 Penalty: 1497.862305
	Iteration 0F: 2 clusters Score -1254605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1247439.750000 Penalty: 2995.724609
	Iteration 0F: 3 clusters Score -1247440 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1249992.000000 Penalty: 2995.724609
	Iteration 1F: 3 clusters Score -1249992 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1250426.000000 Penalty: 2995.724609
	Iteration 2F: 3 clusters Score -1250426 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1250841.000000 Penalty: 2995.724609
	Iteration 3F: 3 clusters Score -1250841 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1251233.875000 Penalty: 2995.724609
	Iteration 4F: 3 clusters Score -1251234 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1251539.625000 Penalty: 2995.724609
	Iteration 5F: 3 clusters Score -1251540 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1251824.125000 Penalty: 2995.724609
	Iteration 6Q: 3 clusters Score -1251824 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1252067.500000 Penalty: 2995.724609
	Iteration 7Q: 3 clusters Score -1252068 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1252263.125000 Penalty: 2995.724609
	Iteration 8Q: 3 clusters Score -1252263 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1252437.375000 Penalty: 2995.724609
	Iteration 9Q: 3 clusters Score -1252437 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1252634.000000 Penalty: 2995.724609
	Iteration 10Q: 3 clusters Score -1252634 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1252828.625000 Penalty: 2995.724609
	Iteration 11Q: 3 clusters Score -1252829 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1253018.000000 Penalty: 2995.724609
	Iteration 12Q: 3 clusters Score -1253018 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1253159.625000 Penalty: 2995.724609
	Iteration 13Q: 3 clusters Score -1253160 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1253249.500000 Penalty: 2995.724609
	Iteration 14Q: 3 clusters Score -1253250 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1253317.750000 Penalty: 2995.724609
	Iteration 15Q: 3 clusters Score -1253318 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1253366.250000 Penalty: 2995.724609
	Iteration 16Q: 3 clusters Score -1253366 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1253399.250000 Penalty: 2995.724609
	Iteration 17Q: 3 clusters Score -1253399 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1253418.250000 Penalty: 2995.724609
	Iteration 18Q: 3 clusters Score -1253418 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1253433.375000 Penalty: 2995.724609
	Iteration 19Q: 3 clusters Score -1253433 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1253446.875000 Penalty: 2995.724609
	Iteration 20F: 3 clusters Score -1253447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1253466.625000 Penalty: 2995.724609
	Iteration 21Q: 3 clusters Score -1253467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1253472.500000 Penalty: 2995.724609
	Iteration 22Q: 3 clusters Score -1253472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1253478.875000 Penalty: 2995.724609
	Iteration 23Q: 3 clusters Score -1253479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1253484.500000 Penalty: 2995.724609
	Iteration 24Q: 3 clusters Score -1253484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1253490.250000 Penalty: 2995.724609
	Iteration 25Q: 3 clusters Score -1253490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1253490.125000 Penalty: 2995.724609
	Iteration 26Q: 3 clusters Score -1253490 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1253495.750000 Penalty: 2995.724609
	Iteration 27Q: 3 clusters Score -1253496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1253495.625000 Penalty: 2995.724609
	Iteration 28Q: 3 clusters Score -1253496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1253496.500000 Penalty: 2995.724609
	Iteration 29Q: 3 clusters Score -1253496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1253493.625000 Penalty: 2995.724609
	Iteration 30Q: 3 clusters Score -1253494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1253497.125000 Penalty: 2995.724609
	Iteration 31Q: 3 clusters Score -1253497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1253499.625000 Penalty: 2995.724609
	Iteration 32Q: 3 clusters Score -1253500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1253499.625000 Penalty: 2995.724609
	Iteration 33Q: 3 clusters Score -1253500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1253500.500000 Penalty: 2995.724609
	Iteration 34Q: 3 clusters Score -1253500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1253501.000000 Penalty: 2995.724609
	Iteration 35Q: 3 clusters Score -1253501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1253501.000000 Penalty: 2995.724609
	Iteration 36F: 3 clusters Score -1253501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Entering Unmasked Estep 
Score: -5624179.500000 Penalty: 1743.476807
	Iteration 0F: 2 clusters Score -5624180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -5593604.000000 Penalty: 3486.953613
	Iteration 0F: 3 clusters Score -5593604 nChanged 21413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -5605697.000000 Penalty: 3486.953613
	Iteration 1F: 3 clusters Score -5605697 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -5606323.500000 Penalty: 3486.953613
	Iteration 2Q: 3 clusters Score -5606324 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -5607053.000000 Penalty: 3486.953613
	Iteration 3Q: 3 clusters Score -5607053 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -5607979.000000 Penalty: 3486.953613
	Iteration 4Q: 3 clusters Score -5607979 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -5609111.500000 Penalty: 3486.953613
	Iteration 5F: 3 clusters Score -5609112 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -5610513.500000 Penalty: 3486.953613
	Iteration 6F: 3 clusters Score -5610514 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -5612160.000000 Penalty: 3486.953613
	Iteration 7F: 3 clusters Score -5612160 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -5613968.500000 Penalty: 3486.953613
	Iteration 8F: 3 clusters Score -5613968 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -5615854.000000 Penalty: 3486.953613
	Iteration 9F: 3 clusters Score -5615854 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -5617634.500000 Penalty: 3486.953613
	Iteration 10F: 3 clusters Score -5617634 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -5619136.000000 Penalty: 3486.953613
	Iteration 11Q: 3 clusters Score -5619136 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -5620344.000000 Penalty: 3486.953613
	Iteration 12Q: 3 clusters Score -5620344 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5621188.500000 Penalty: 3486.953613
	Iteration 13Q: 3 clusters Score -5621188 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5621738.000000 Penalty: 3486.953613
	Iteration 14Q: 3 clusters Score -5621738 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -5622063.000000 Penalty: 3486.953613
	Iteration 15Q: 3 clusters Score -5622063 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5622272.000000 Penalty: 3486.953613
	Iteration 16Q: 3 clusters Score -5622272 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5622422.500000 Penalty: 3486.953613
	Iteration 17Q: 3 clusters Score -5622422 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5622492.500000 Penalty: 3486.953613
	Iteration 18Q: 3 clusters Score -5622492 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -5622530.500000 Penalty: 3486.953613
	Iteration 19Q: 3 clusters Score -5622530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5622575.000000 Penalty: 3486.953613
	Iteration 20F: 3 clusters Score -5622575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -5622593.500000 Penalty: 3486.953613
	Iteration 21Q: 3 clusters Score -5622594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5622609.500000 Penalty: 3486.953613
	Iteration 22Q: 3 clusters Score -5622610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5622629.000000 Penalty: 3486.953613
	Iteration 23Q: 3 clusters Score -5622629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5622632.000000 Penalty: 3486.953613
	Iteration 24Q: 3 clusters Score -5622632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5622641.500000 Penalty: 3486.953613
	Iteration 25Q: 3 clusters Score -5622642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5622649.000000 Penalty: 3486.953613
	Iteration 26Q: 3 clusters Score -5622649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5622659.000000 Penalty: 3486.953613
	Iteration 27Q: 3 clusters Score -5622659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5622660.000000 Penalty: 3486.953613
	Iteration 28Q: 3 clusters Score -5622660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5622664.500000 Penalty: 3486.953613
	Iteration 29Q: 3 clusters Score -5622664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5622665.000000 Penalty: 3486.953613
	Iteration 30Q: 3 clusters Score -5622665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5622665.000000 Penalty: 3486.953613
	Iteration 31F: 3 clusters Score -5622665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -158488.265625 Penalty: 1166.885010
	Iteration 0F: 2 clusters Score -158488.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -156808.593750 Penalty: 2333.770020
	Iteration 0F: 3 clusters Score -156808.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -157122.000000 Penalty: 2333.770020
	Iteration 1F: 3 clusters Score -157122 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -157204.531250 Penalty: 2333.770020
	Iteration 2F: 3 clusters Score -157204.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -157255.421875 Penalty: 2333.770020
	Iteration 3Q: 3 clusters Score -157255.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -157288.062500 Penalty: 2333.770020
	Iteration 4Q: 3 clusters Score -157288.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -157314.546875 Penalty: 2333.770020
	Iteration 5Q: 3 clusters Score -157314.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -157336.640625 Penalty: 2333.770020
	Iteration 6Q: 3 clusters Score -157336.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -157354.578125 Penalty: 2333.770020
	Iteration 7Q: 3 clusters Score -157354.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -157369.046875 Penalty: 2333.770020
	Iteration 8Q: 3 clusters Score -157369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -157378.109375 Penalty: 2333.770020
	Iteration 9Q: 3 clusters Score -157378.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -157384.921875 Penalty: 2333.770020
	Iteration 10Q: 3 clusters Score -157384.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -157391.421875 Penalty: 2333.770020
	Iteration 11Q: 3 clusters Score -157391.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -157393.781250 Penalty: 2333.770020
	Iteration 12Q: 3 clusters Score -157393.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -157394.140625 Penalty: 2333.770020
	Iteration 13Q: 3 clusters Score -157394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -157394.140625 Penalty: 2333.770020
	Iteration 14F: 3 clusters Score -157394.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -315163.906250 Penalty: 1280.384888
	Iteration 0F: 2 clusters Score -315163.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -312656.156250 Penalty: 2560.769775
	Iteration 0F: 3 clusters Score -312656.2 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -313258.875000 Penalty: 2560.769775
	Iteration 1F: 3 clusters Score -313258.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -313432.218750 Penalty: 2560.769775
	Iteration 2F: 3 clusters Score -313432.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -313560.750000 Penalty: 2560.769775
	Iteration 3F: 3 clusters Score -313560.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -313704.156250 Penalty: 2560.769775
	Iteration 4F: 3 clusters Score -313704.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -313836.375000 Penalty: 2560.769775
	Iteration 5Q: 3 clusters Score -313836.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -313991.968750 Penalty: 2560.769775
	Iteration 6Q: 3 clusters Score -313992 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -314235.843750 Penalty: 2560.769775
	Iteration 7F: 3 clusters Score -314235.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -314559.500000 Penalty: 2560.769775
	Iteration 8F: 3 clusters Score -314559.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -314899.968750 Penalty: 2560.769775
	Iteration 9F: 3 clusters Score -314900 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -315194.843750 Penalty: 2560.769775
	Iteration 10Q: 3 clusters Score -315194.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -315378.187500 Penalty: 2560.769775
	Iteration 11Q: 3 clusters Score -315378.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -315471.437500 Penalty: 2560.769775
	Iteration 12Q: 3 clusters Score -315471.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -315494.718750 Penalty: 2560.769775
	Iteration 13Q: 3 clusters Score -315494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -315497.375000 Penalty: 2560.769775
	Iteration 14Q: 3 clusters Score -315497.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -315497.375000 Penalty: 2560.769775
	Iteration 15F: 3 clusters Score -315497.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71252 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60113 members 
Mstep: Class 9 contains 4293 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34506 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14981 members 
Mstep: Class 16 contains 28208 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 10073 members 
Mstep: Class 20 contains 45665 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 888 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 3289 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 837 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8349 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 4179 members 
Mstep: Class 36 contains 1754 members 
Entering Unmasked Estep 
Score: -48247768.000000 Penalty: 75489.773438
Splitting cluster 22 changes total score from -48248264.000000 to -48247768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (14732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Entering Unmasked Estep 
Score: -1851426.625000 Penalty: 1559.638794
	Iteration 0F: 2 clusters Score -1851427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1841302.125000 Penalty: 3119.277588
	Iteration 0F: 3 clusters Score -1841302 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1844938.125000 Penalty: 3119.277588
	Iteration 1F: 3 clusters Score -1844938 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1845203.125000 Penalty: 3119.277588
	Iteration 2F: 3 clusters Score -1845203 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1845408.500000 Penalty: 3119.277588
	Iteration 3Q: 3 clusters Score -1845408 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1845597.750000 Penalty: 3119.277588
	Iteration 4Q: 3 clusters Score -1845598 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1845793.250000 Penalty: 3119.277588
	Iteration 5Q: 3 clusters Score -1845793 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1846033.375000 Penalty: 3119.277588
	Iteration 6Q: 3 clusters Score -1846033 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1846319.750000 Penalty: 3119.277588
	Iteration 7Q: 3 clusters Score -1846320 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1846705.625000 Penalty: 3119.277588
	Iteration 8Q: 3 clusters Score -1846706 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1847211.750000 Penalty: 3119.277588
	Iteration 9F: 3 clusters Score -1847212 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1847832.500000 Penalty: 3119.277588
	Iteration 10F: 3 clusters Score -1847832 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1848454.875000 Penalty: 3119.277588
	Iteration 11Q: 3 clusters Score -1848455 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1848984.250000 Penalty: 3119.277588
	Iteration 12Q: 3 clusters Score -1848984 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1849356.000000 Penalty: 3119.277588
	Iteration 13Q: 3 clusters Score -1849356 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1849629.250000 Penalty: 3119.277588
	Iteration 14Q: 3 clusters Score -1849629 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1849787.875000 Penalty: 3119.277588
	Iteration 15Q: 3 clusters Score -1849788 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1849850.750000 Penalty: 3119.277588
	Iteration 16Q: 3 clusters Score -1849851 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1849900.625000 Penalty: 3119.277588
	Iteration 17Q: 3 clusters Score -1849901 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1849934.625000 Penalty: 3119.277588
	Iteration 18Q: 3 clusters Score -1849935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1849951.625000 Penalty: 3119.277588
	Iteration 19Q: 3 clusters Score -1849952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1849969.750000 Penalty: 3119.277588
	Iteration 20F: 3 clusters Score -1849970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1849989.250000 Penalty: 3119.277588
	Iteration 21Q: 3 clusters Score -1849989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1849996.875000 Penalty: 3119.277588
	Iteration 22Q: 3 clusters Score -1849997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1850005.625000 Penalty: 3119.277588
	Iteration 23Q: 3 clusters Score -1850006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1850007.500000 Penalty: 3119.277588
	Iteration 24Q: 3 clusters Score -1850008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1850011.875000 Penalty: 3119.277588
	Iteration 25Q: 3 clusters Score -1850012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1850012.375000 Penalty: 3119.277588
	Iteration 26Q: 3 clusters Score -1850012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1850012.375000 Penalty: 3119.277588
	Iteration 27Q: 3 clusters Score -1850012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1850017.500000 Penalty: 3119.277588
	Iteration 28Q: 3 clusters Score -1850018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1850019.500000 Penalty: 3119.277588
	Iteration 29Q: 3 clusters Score -1850020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1850021.875000 Penalty: 3119.277588
	Iteration 30Q: 3 clusters Score -1850022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1850024.375000 Penalty: 3119.277588
	Iteration 31Q: 3 clusters Score -1850024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1850026.500000 Penalty: 3119.277588
	Iteration 32Q: 3 clusters Score -1850026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1850029.500000 Penalty: 3119.277588
	Iteration 33Q: 3 clusters Score -1850030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1850028.000000 Penalty: 3119.277588
	Iteration 34Q: 3 clusters Score -1850028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1850028.750000 Penalty: 3119.277588
	Iteration 35Q: 3 clusters Score -1850029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1850031.750000 Penalty: 3119.277588
	Iteration 36Q: 3 clusters Score -1850032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1850031.750000 Penalty: 3119.277588
	Iteration 37Q: 3 clusters Score -1850032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1850033.250000 Penalty: 3119.277588
	Iteration 38Q: 3 clusters Score -1850033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1850033.250000 Penalty: 3119.277588
	Iteration 39F: 3 clusters Score -1850033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Entering Unmasked Estep 
Score: -2234732.250000 Penalty: 1593.347168
	Iteration 0F: 2 clusters Score -2234732 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 9141 members 
Entering Unmasked Estep 
Score: -2222328.500000 Penalty: 3186.694336
	Iteration 0F: 3 clusters Score -2222328 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -2226937.750000 Penalty: 3186.694336
	Iteration 1F: 3 clusters Score -2226938 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2227634.750000 Penalty: 3186.694336
	Iteration 2F: 3 clusters Score -2227635 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2228412.750000 Penalty: 3186.694336
	Iteration 3F: 3 clusters Score -2228413 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2229231.000000 Penalty: 3186.694336
	Iteration 4F: 3 clusters Score -2229231 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -2230014.250000 Penalty: 3186.694336
	Iteration 5F: 3 clusters Score -2230014 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2230807.000000 Penalty: 3186.694336
	Iteration 6F: 3 clusters Score -2230807 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2231575.500000 Penalty: 3186.694336
	Iteration 7Q: 3 clusters Score -2231576 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2232172.250000 Penalty: 3186.694336
	Iteration 8Q: 3 clusters Score -2232172 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2232503.750000 Penalty: 3186.694336
	Iteration 9Q: 3 clusters Score -2232504 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2232727.750000 Penalty: 3186.694336
	Iteration 10Q: 3 clusters Score -2232728 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2232893.250000 Penalty: 3186.694336
	Iteration 11Q: 3 clusters Score -2232893 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2233054.000000 Penalty: 3186.694336
	Iteration 12Q: 3 clusters Score -2233054 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2233229.500000 Penalty: 3186.694336
	Iteration 13Q: 3 clusters Score -2233230 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2233394.250000 Penalty: 3186.694336
	Iteration 14Q: 3 clusters Score -2233394 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2233566.000000 Penalty: 3186.694336
	Iteration 15Q: 3 clusters Score -2233566 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -2233731.750000 Penalty: 3186.694336
	Iteration 16Q: 3 clusters Score -2233732 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -2233900.500000 Penalty: 3186.694336
	Iteration 17Q: 3 clusters Score -2233900 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2234058.500000 Penalty: 3186.694336
	Iteration 18Q: 3 clusters Score -2234058 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2234148.250000 Penalty: 3186.694336
	Iteration 19Q: 3 clusters Score -2234148 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2234213.250000 Penalty: 3186.694336
	Iteration 20F: 3 clusters Score -2234213 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2234244.750000 Penalty: 3186.694336
	Iteration 21Q: 3 clusters Score -2234245 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2234259.500000 Penalty: 3186.694336
	Iteration 22Q: 3 clusters Score -2234260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2234277.500000 Penalty: 3186.694336
	Iteration 23Q: 3 clusters Score -2234278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2234280.250000 Penalty: 3186.694336
	Iteration 24Q: 3 clusters Score -2234280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2234277.750000 Penalty: 3186.694336
	Iteration 25Q: 3 clusters Score -2234278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2234287.500000 Penalty: 3186.694336
	Iteration 26Q: 3 clusters Score -2234288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2234286.750000 Penalty: 3186.694336
	Iteration 27Q: 3 clusters Score -2234287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2234289.250000 Penalty: 3186.694336
	Iteration 28Q: 3 clusters Score -2234289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2234297.250000 Penalty: 3186.694336
	Iteration 29Q: 3 clusters Score -2234297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2234292.250000 Penalty: 3186.694336
	Iteration 30Q: 3 clusters Score -2234292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2234295.000000 Penalty: 3186.694336
	Iteration 31Q: 3 clusters Score -2234295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2234292.250000 Penalty: 3186.694336
	Iteration 32Q: 3 clusters Score -2234292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2234294.000000 Penalty: 3186.694336
	Iteration 33Q: 3 clusters Score -2234294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2234292.500000 Penalty: 3186.694336
	Iteration 34Q: 3 clusters Score -2234292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2234292.500000 Penalty: 3186.694336
	Iteration 35F: 3 clusters Score -2234292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Entering Unmasked Estep 
Score: -287241.343750 Penalty: 1261.905029
	Iteration 0F: 2 clusters Score -287241.3 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 1174 members 
Entering Unmasked Estep 
Score: -284924.906250 Penalty: 2523.810059
	Iteration 0F: 3 clusters Score -284924.9 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -285523.000000 Penalty: 2523.810059
	Iteration 1F: 3 clusters Score -285523 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -285658.875000 Penalty: 2523.810059
	Iteration 2F: 3 clusters Score -285658.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -285728.687500 Penalty: 2523.810059
	Iteration 3Q: 3 clusters Score -285728.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -285771.218750 Penalty: 2523.810059
	Iteration 4Q: 3 clusters Score -285771.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -285793.843750 Penalty: 2523.810059
	Iteration 5Q: 3 clusters Score -285793.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -285819.500000 Penalty: 2523.810059
	Iteration 6Q: 3 clusters Score -285819.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -285850.718750 Penalty: 2523.810059
	Iteration 7Q: 3 clusters Score -285850.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -285878.687500 Penalty: 2523.810059
	Iteration 8Q: 3 clusters Score -285878.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -285906.937500 Penalty: 2523.810059
	Iteration 9Q: 3 clusters Score -285906.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -285940.781250 Penalty: 2523.810059
	Iteration 10Q: 3 clusters Score -285940.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -285978.000000 Penalty: 2523.810059
	Iteration 11Q: 3 clusters Score -285978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -286011.906250 Penalty: 2523.810059
	Iteration 12Q: 3 clusters Score -286011.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -286045.156250 Penalty: 2523.810059
	Iteration 13Q: 3 clusters Score -286045.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -286072.875000 Penalty: 2523.810059
	Iteration 14Q: 3 clusters Score -286072.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -286095.187500 Penalty: 2523.810059
	Iteration 15Q: 3 clusters Score -286095.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -286114.187500 Penalty: 2523.810059
	Iteration 16Q: 3 clusters Score -286114.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -286130.281250 Penalty: 2523.810059
	Iteration 17Q: 3 clusters Score -286130.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -286149.250000 Penalty: 2523.810059
	Iteration 18Q: 3 clusters Score -286149.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -286164.437500 Penalty: 2523.810059
	Iteration 19Q: 3 clusters Score -286164.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -286181.218750 Penalty: 2523.810059
	Iteration 20F: 3 clusters Score -286181.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -286195.593750 Penalty: 2523.810059
	Iteration 21Q: 3 clusters Score -286195.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -286205.968750 Penalty: 2523.810059
	Iteration 22Q: 3 clusters Score -286206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -286220.375000 Penalty: 2523.810059
	Iteration 23Q: 3 clusters Score -286220.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -286236.125000 Penalty: 2523.810059
	Iteration 24Q: 3 clusters Score -286236.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -286250.468750 Penalty: 2523.810059
	Iteration 25Q: 3 clusters Score -286250.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -286262.000000 Penalty: 2523.810059
	Iteration 26Q: 3 clusters Score -286262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -286271.250000 Penalty: 2523.810059
	Iteration 27Q: 3 clusters Score -286271.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -286279.843750 Penalty: 2523.810059
	Iteration 28Q: 3 clusters Score -286279.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -286283.750000 Penalty: 2523.810059
	Iteration 29Q: 3 clusters Score -286283.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -286287.812500 Penalty: 2523.810059
	Iteration 30Q: 3 clusters Score -286287.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -286294.125000 Penalty: 2523.810059
	Iteration 31Q: 3 clusters Score -286294.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -286298.656250 Penalty: 2523.810059
	Iteration 32Q: 3 clusters Score -286298.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -286302.062500 Penalty: 2523.810059
	Iteration 33Q: 3 clusters Score -286302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -286303.781250 Penalty: 2523.810059
	Iteration 34Q: 3 clusters Score -286303.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -286303.812500 Penalty: 2523.810059
	Iteration 35Q: 3 clusters Score -286303.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -286303.812500 Penalty: 2523.810059
	Iteration 36F: 3 clusters Score -286303.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Entering Unmasked Estep 
Score: -1023638.062500 Penalty: 1467.377686
	Iteration 0F: 2 clusters Score -1023638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1017537.750000 Penalty: 2934.755371
	Iteration 0F: 3 clusters Score -1017538 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1019314.500000 Penalty: 2934.755371
	Iteration 1F: 3 clusters Score -1019314 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1019554.312500 Penalty: 2934.755371
	Iteration 2F: 3 clusters Score -1019554 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1019771.062500 Penalty: 2934.755371
	Iteration 3F: 3 clusters Score -1019771 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1019965.000000 Penalty: 2934.755371
	Iteration 4Q: 3 clusters Score -1019965 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1020208.812500 Penalty: 2934.755371
	Iteration 5F: 3 clusters Score -1020209 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1020535.125000 Penalty: 2934.755371
	Iteration 6F: 3 clusters Score -1020535 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1020982.812500 Penalty: 2934.755371
	Iteration 7F: 3 clusters Score -1020983 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1021427.625000 Penalty: 2934.755371
	Iteration 8F: 3 clusters Score -1021428 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1021808.625000 Penalty: 2934.755371
	Iteration 9F: 3 clusters Score -1021809 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1022119.625000 Penalty: 2934.755371
	Iteration 10Q: 3 clusters Score -1022120 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1022396.437500 Penalty: 2934.755371
	Iteration 11Q: 3 clusters Score -1022396 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1022588.750000 Penalty: 2934.755371
	Iteration 12Q: 3 clusters Score -1022589 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1022666.375000 Penalty: 2934.755371
	Iteration 13Q: 3 clusters Score -1022666 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1022700.125000 Penalty: 2934.755371
	Iteration 14Q: 3 clusters Score -1022700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1022716.625000 Penalty: 2934.755371
	Iteration 15Q: 3 clusters Score -1022717 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1022724.250000 Penalty: 2934.755371
	Iteration 16Q: 3 clusters Score -1022724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1022728.125000 Penalty: 2934.755371
	Iteration 17Q: 3 clusters Score -1022728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1022729.062500 Penalty: 2934.755371
	Iteration 18Q: 3 clusters Score -1022729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1022732.500000 Penalty: 2934.755371
	Iteration 19Q: 3 clusters Score -1022732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1022735.187500 Penalty: 2934.755371
	Iteration 20F: 3 clusters Score -1022735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1022736.437500 Penalty: 2934.755371
	Iteration 21Q: 3 clusters Score -1022736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1022738.125000 Penalty: 2934.755371
	Iteration 22Q: 3 clusters Score -1022738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1022740.187500 Penalty: 2934.755371
	Iteration 23Q: 3 clusters Score -1022740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1022741.250000 Penalty: 2934.755371
	Iteration 24Q: 3 clusters Score -1022741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1022742.500000 Penalty: 2934.755371
	Iteration 25Q: 3 clusters Score -1022742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1022742.625000 Penalty: 2934.755371
	Iteration 26Q: 3 clusters Score -1022743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1022743.562500 Penalty: 2934.755371
	Iteration 27Q: 3 clusters Score -1022744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1022743.375000 Penalty: 2934.755371
	Iteration 28Q: 3 clusters Score -1022743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1022743.375000 Penalty: 2934.755371
	Iteration 29F: 3 clusters Score -1022743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Entering Unmasked Estep 
Score: -401534.468750 Penalty: 1315.980103
	Iteration 0F: 2 clusters Score -401534.5 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 1642 members 
Entering Unmasked Estep 
Score: -398647.062500 Penalty: 2631.960205
	Iteration 0F: 3 clusters Score -398647.1 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -399373.312500 Penalty: 2631.960205
	Iteration 1F: 3 clusters Score -399373.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -399555.593750 Penalty: 2631.960205
	Iteration 2F: 3 clusters Score -399555.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -399661.781250 Penalty: 2631.960205
	Iteration 3F: 3 clusters Score -399661.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -399750.812500 Penalty: 2631.960205
	Iteration 4Q: 3 clusters Score -399750.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -399839.500000 Penalty: 2631.960205
	Iteration 5Q: 3 clusters Score -399839.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -399913.781250 Penalty: 2631.960205
	Iteration 6Q: 3 clusters Score -399913.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -399959.937500 Penalty: 2631.960205
	Iteration 7Q: 3 clusters Score -399959.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -399997.875000 Penalty: 2631.960205
	Iteration 8Q: 3 clusters Score -399997.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -400022.437500 Penalty: 2631.960205
	Iteration 9Q: 3 clusters Score -400022.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -400052.500000 Penalty: 2631.960205
	Iteration 10Q: 3 clusters Score -400052.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -400071.468750 Penalty: 2631.960205
	Iteration 11Q: 3 clusters Score -400071.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -400083.000000 Penalty: 2631.960205
	Iteration 12Q: 3 clusters Score -400083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -400096.656250 Penalty: 2631.960205
	Iteration 13Q: 3 clusters Score -400096.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -400112.156250 Penalty: 2631.960205
	Iteration 14Q: 3 clusters Score -400112.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -400124.968750 Penalty: 2631.960205
	Iteration 15Q: 3 clusters Score -400125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -400138.406250 Penalty: 2631.960205
	Iteration 16Q: 3 clusters Score -400138.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -400147.125000 Penalty: 2631.960205
	Iteration 17Q: 3 clusters Score -400147.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -400154.343750 Penalty: 2631.960205
	Iteration 18Q: 3 clusters Score -400154.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -400163.937500 Penalty: 2631.960205
	Iteration 19Q: 3 clusters Score -400163.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -400171.875000 Penalty: 2631.960205
	Iteration 20F: 3 clusters Score -400171.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -400179.593750 Penalty: 2631.960205
	Iteration 21Q: 3 clusters Score -400179.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -400189.000000 Penalty: 2631.960205
	Iteration 22Q: 3 clusters Score -400189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -400196.562500 Penalty: 2631.960205
	Iteration 23Q: 3 clusters Score -400196.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -400203.406250 Penalty: 2631.960205
	Iteration 24Q: 3 clusters Score -400203.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -400214.125000 Penalty: 2631.960205
	Iteration 25Q: 3 clusters Score -400214.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -400224.000000 Penalty: 2631.960205
	Iteration 26Q: 3 clusters Score -400224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -400239.000000 Penalty: 2631.960205
	Iteration 27Q: 3 clusters Score -400239 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -400247.750000 Penalty: 2631.960205
	Iteration 28Q: 3 clusters Score -400247.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -400254.093750 Penalty: 2631.960205
	Iteration 29Q: 3 clusters Score -400254.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -400263.406250 Penalty: 2631.960205
	Iteration 30Q: 3 clusters Score -400263.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -400271.718750 Penalty: 2631.960205
	Iteration 31Q: 3 clusters Score -400271.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -400277.468750 Penalty: 2631.960205
	Iteration 32Q: 3 clusters Score -400277.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -400281.812500 Penalty: 2631.960205
	Iteration 33Q: 3 clusters Score -400281.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -400285.906250 Penalty: 2631.960205
	Iteration 34Q: 3 clusters Score -400285.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -400293.718750 Penalty: 2631.960205
	Iteration 35Q: 3 clusters Score -400293.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -400299.343750 Penalty: 2631.960205
	Iteration 36Q: 3 clusters Score -400299.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -400300.125000 Penalty: 2631.960205
	Iteration 37Q: 3 clusters Score -400300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -400300.781250 Penalty: 2631.960205
	Iteration 38Q: 3 clusters Score -400300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -400301.906250 Penalty: 2631.960205
	Iteration 39Q: 3 clusters Score -400301.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -400303.875000 Penalty: 2631.960205
	Iteration 40F: 3 clusters Score -400303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -400304.562500 Penalty: 2631.960205
	Iteration 41Q: 3 clusters Score -400304.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -400306.406250 Penalty: 2631.960205
	Iteration 42Q: 3 clusters Score -400306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -400307.000000 Penalty: 2631.960205
	Iteration 43Q: 3 clusters Score -400307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -400308.312500 Penalty: 2631.960205
	Iteration 44Q: 3 clusters Score -400308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -400310.125000 Penalty: 2631.960205
	Iteration 45Q: 3 clusters Score -400310.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -400312.750000 Penalty: 2631.960205
	Iteration 46Q: 3 clusters Score -400312.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -400314.875000 Penalty: 2631.960205
	Iteration 47Q: 3 clusters Score -400314.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -400319.187500 Penalty: 2631.960205
	Iteration 48Q: 3 clusters Score -400319.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -400322.343750 Penalty: 2631.960205
	Iteration 49Q: 3 clusters Score -400322.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -400325.906250 Penalty: 2631.960205
	Iteration 50Q: 3 clusters Score -400325.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -400330.968750 Penalty: 2631.960205
	Iteration 51Q: 3 clusters Score -400331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -400336.656250 Penalty: 2631.960205
	Iteration 52Q: 3 clusters Score -400336.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -400341.125000 Penalty: 2631.960205
	Iteration 53Q: 3 clusters Score -400341.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -400345.718750 Penalty: 2631.960205
	Iteration 54Q: 3 clusters Score -400345.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -400349.937500 Penalty: 2631.960205
	Iteration 55Q: 3 clusters Score -400349.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -400352.781250 Penalty: 2631.960205
	Iteration 56Q: 3 clusters Score -400352.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -400356.656250 Penalty: 2631.960205
	Iteration 57Q: 3 clusters Score -400356.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -400361.062500 Penalty: 2631.960205
	Iteration 58Q: 3 clusters Score -400361.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -400363.343750 Penalty: 2631.960205
	Iteration 59Q: 3 clusters Score -400363.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -400367.031250 Penalty: 2631.960205
	Iteration 60F: 3 clusters Score -400367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -400371.593750 Penalty: 2631.960205
	Iteration 61Q: 3 clusters Score -400371.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -400374.343750 Penalty: 2631.960205
	Iteration 62Q: 3 clusters Score -400374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -400374.500000 Penalty: 2631.960205
	Iteration 63Q: 3 clusters Score -400374.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -400374.500000 Penalty: 2631.960205
	Iteration 64F: 3 clusters Score -400374.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Entering Unmasked Estep 
Score: -168255.375000 Penalty: 1176.022095
	Iteration 0F: 2 clusters Score -168255.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -166567.203125 Penalty: 2352.044189
	Iteration 0F: 3 clusters Score -166567.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -166917.953125 Penalty: 2352.044189
	Iteration 1F: 3 clusters Score -166918 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -167023.265625 Penalty: 2352.044189
	Iteration 2F: 3 clusters Score -167023.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -167089.562500 Penalty: 2352.044189
	Iteration 3Q: 3 clusters Score -167089.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -167156.156250 Penalty: 2352.044189
	Iteration 4Q: 3 clusters Score -167156.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -167211.468750 Penalty: 2352.044189
	Iteration 5Q: 3 clusters Score -167211.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -167263.984375 Penalty: 2352.044189
	Iteration 6Q: 3 clusters Score -167264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -167295.281250 Penalty: 2352.044189
	Iteration 7Q: 3 clusters Score -167295.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -167319.734375 Penalty: 2352.044189
	Iteration 8Q: 3 clusters Score -167319.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -167343.875000 Penalty: 2352.044189
	Iteration 9Q: 3 clusters Score -167343.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -167370.078125 Penalty: 2352.044189
	Iteration 10Q: 3 clusters Score -167370.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -167401.703125 Penalty: 2352.044189
	Iteration 11Q: 3 clusters Score -167401.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -167427.343750 Penalty: 2352.044189
	Iteration 12Q: 3 clusters Score -167427.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -167452.203125 Penalty: 2352.044189
	Iteration 13Q: 3 clusters Score -167452.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -167479.546875 Penalty: 2352.044189
	Iteration 14Q: 3 clusters Score -167479.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -167499.437500 Penalty: 2352.044189
	Iteration 15Q: 3 clusters Score -167499.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -167513.937500 Penalty: 2352.044189
	Iteration 16Q: 3 clusters Score -167513.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -167524.171875 Penalty: 2352.044189
	Iteration 17Q: 3 clusters Score -167524.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -167533.203125 Penalty: 2352.044189
	Iteration 18Q: 3 clusters Score -167533.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -167538.468750 Penalty: 2352.044189
	Iteration 19Q: 3 clusters Score -167538.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -167545.484375 Penalty: 2352.044189
	Iteration 20F: 3 clusters Score -167545.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -167553.296875 Penalty: 2352.044189
	Iteration 21Q: 3 clusters Score -167553.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -167563.781250 Penalty: 2352.044189
	Iteration 22Q: 3 clusters Score -167563.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -167568.765625 Penalty: 2352.044189
	Iteration 23Q: 3 clusters Score -167568.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -167574.906250 Penalty: 2352.044189
	Iteration 24Q: 3 clusters Score -167574.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -167580.812500 Penalty: 2352.044189
	Iteration 25Q: 3 clusters Score -167580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -167583.703125 Penalty: 2352.044189
	Iteration 26Q: 3 clusters Score -167583.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -167586.265625 Penalty: 2352.044189
	Iteration 27Q: 3 clusters Score -167586.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -167587.718750 Penalty: 2352.044189
	Iteration 28Q: 3 clusters Score -167587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -167588.921875 Penalty: 2352.044189
	Iteration 29Q: 3 clusters Score -167588.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -167590.234375 Penalty: 2352.044189
	Iteration 30Q: 3 clusters Score -167590.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -167592.546875 Penalty: 2352.044189
	Iteration 31Q: 3 clusters Score -167592.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -167595.281250 Penalty: 2352.044189
	Iteration 32Q: 3 clusters Score -167595.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -167596.546875 Penalty: 2352.044189
	Iteration 33Q: 3 clusters Score -167596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -167596.859375 Penalty: 2352.044189
	Iteration 34Q: 3 clusters Score -167596.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -167597.843750 Penalty: 2352.044189
	Iteration 35Q: 3 clusters Score -167597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -167598.187500 Penalty: 2352.044189
	Iteration 36Q: 3 clusters Score -167598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -167598.187500 Penalty: 2352.044189
	Iteration 37F: 3 clusters Score -167598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -98338.296875 Penalty: 1093.596436
	Iteration 0F: 2 clusters Score -98338.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96992.296875 Penalty: 2187.192871
	Iteration 0F: 3 clusters Score -96992.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97254.757812 Penalty: 2187.192871
	Iteration 1F: 3 clusters Score -97254.76 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -97325.523438 Penalty: 2187.192871
	Iteration 2F: 3 clusters Score -97325.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97375.976562 Penalty: 2187.192871
	Iteration 3Q: 3 clusters Score -97375.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -97392.492188 Penalty: 2187.192871
	Iteration 4Q: 3 clusters Score -97392.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -97403.742188 Penalty: 2187.192871
	Iteration 5Q: 3 clusters Score -97403.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97407.062500 Penalty: 2187.192871
	Iteration 6Q: 3 clusters Score -97407.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -97409.140625 Penalty: 2187.192871
	Iteration 7Q: 3 clusters Score -97409.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97409.781250 Penalty: 2187.192871
	Iteration 8Q: 3 clusters Score -97409.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -97411.515625 Penalty: 2187.192871
	Iteration 9Q: 3 clusters Score -97411.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97411.921875 Penalty: 2187.192871
	Iteration 10Q: 3 clusters Score -97411.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97411.921875 Penalty: 2187.192871
	Iteration 11F: 3 clusters Score -97411.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -149090.953125 Penalty: 1151.322998
	Iteration 0F: 2 clusters Score -149091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -147537.343750 Penalty: 2302.645996
	Iteration 0F: 3 clusters Score -147537.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -147811.765625 Penalty: 2302.645996
	Iteration 1F: 3 clusters Score -147811.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -147892.906250 Penalty: 2302.645996
	Iteration 2F: 3 clusters Score -147892.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -147941.359375 Penalty: 2302.645996
	Iteration 3Q: 3 clusters Score -147941.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -147972.437500 Penalty: 2302.645996
	Iteration 4Q: 3 clusters Score -147972.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -147987.828125 Penalty: 2302.645996
	Iteration 5Q: 3 clusters Score -147987.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -147999.328125 Penalty: 2302.645996
	Iteration 6Q: 3 clusters Score -147999.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -148007.203125 Penalty: 2302.645996
	Iteration 7Q: 3 clusters Score -148007.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -148012.718750 Penalty: 2302.645996
	Iteration 8Q: 3 clusters Score -148012.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -148016.109375 Penalty: 2302.645996
	Iteration 9Q: 3 clusters Score -148016.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -148016.671875 Penalty: 2302.645996
	Iteration 10Q: 3 clusters Score -148016.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -148019.031250 Penalty: 2302.645996
	Iteration 11Q: 3 clusters Score -148019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -148021.375000 Penalty: 2302.645996
	Iteration 12Q: 3 clusters Score -148021.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -148022.656250 Penalty: 2302.645996
	Iteration 13Q: 3 clusters Score -148022.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -148023.781250 Penalty: 2302.645996
	Iteration 14Q: 3 clusters Score -148023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -148024.578125 Penalty: 2302.645996
	Iteration 15Q: 3 clusters Score -148024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -148025.203125 Penalty: 2302.645996
	Iteration 16Q: 3 clusters Score -148025.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -148025.203125 Penalty: 2302.645996
	Iteration 17F: 3 clusters Score -148025.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -55160.332031 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -55160.33 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 191 members 
Entering Unmasked Estep 
Score: -54343.546875 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -54343.55 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -55145.367188 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -55145.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -55621.339844 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -55621.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -56023.144531 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -56023.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -56147.335938 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -56147.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56182.191406 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -56182.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56182.191406 Penalty: 1927.979736
	Iteration 6F: 3 clusters Score -56182.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71252 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60113 members 
Mstep: Class 9 contains 4293 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34506 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14981 members 
Mstep: Class 16 contains 28208 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 10073 members 
Mstep: Class 20 contains 45665 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 3289 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 837 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 105 members 
Mstep: Class 32 contains 8349 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 4179 members 
Mstep: Class 36 contains 272 members 
Entering Unmasked Estep 
Score: -48248188.000000 Penalty: 75489.773438
Splitting cluster 31 changes total score from -48248264.000000 to -48248188.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (8349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Entering Unmasked Estep 
Score: -1038682.687500 Penalty: 1467.358276
	Iteration 0F: 2 clusters Score -1038683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1032614.750000 Penalty: 2934.716553
	Iteration 0F: 3 clusters Score -1032615 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1034499.750000 Penalty: 2934.716553
	Iteration 1F: 3 clusters Score -1034500 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1034788.687500 Penalty: 2934.716553
	Iteration 2F: 3 clusters Score -1034789 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1035038.937500 Penalty: 2934.716553
	Iteration 3F: 3 clusters Score -1035039 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1035293.437500 Penalty: 2934.716553
	Iteration 4F: 3 clusters Score -1035293 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1035572.562500 Penalty: 2934.716553
	Iteration 5F: 3 clusters Score -1035573 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1035831.375000 Penalty: 2934.716553
	Iteration 6F: 3 clusters Score -1035831 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1036066.500000 Penalty: 2934.716553
	Iteration 7Q: 3 clusters Score -1036066 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1036292.312500 Penalty: 2934.716553
	Iteration 8Q: 3 clusters Score -1036292 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1036486.062500 Penalty: 2934.716553
	Iteration 9Q: 3 clusters Score -1036486 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1036663.625000 Penalty: 2934.716553
	Iteration 10Q: 3 clusters Score -1036664 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1036814.937500 Penalty: 2934.716553
	Iteration 11Q: 3 clusters Score -1036815 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1036922.437500 Penalty: 2934.716553
	Iteration 12Q: 3 clusters Score -1036922 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1037009.375000 Penalty: 2934.716553
	Iteration 13Q: 3 clusters Score -1037009 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1037090.562500 Penalty: 2934.716553
	Iteration 14Q: 3 clusters Score -1037091 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1037157.062500 Penalty: 2934.716553
	Iteration 15Q: 3 clusters Score -1037157 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1037217.375000 Penalty: 2934.716553
	Iteration 16Q: 3 clusters Score -1037217 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1037266.000000 Penalty: 2934.716553
	Iteration 17Q: 3 clusters Score -1037266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1037295.875000 Penalty: 2934.716553
	Iteration 18Q: 3 clusters Score -1037296 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1037318.562500 Penalty: 2934.716553
	Iteration 19Q: 3 clusters Score -1037319 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1037339.062500 Penalty: 2934.716553
	Iteration 20F: 3 clusters Score -1037339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1037352.187500 Penalty: 2934.716553
	Iteration 21Q: 3 clusters Score -1037352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1037362.187500 Penalty: 2934.716553
	Iteration 22Q: 3 clusters Score -1037362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1037371.187500 Penalty: 2934.716553
	Iteration 23Q: 3 clusters Score -1037371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1037376.250000 Penalty: 2934.716553
	Iteration 24Q: 3 clusters Score -1037376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1037378.937500 Penalty: 2934.716553
	Iteration 25Q: 3 clusters Score -1037379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1037379.375000 Penalty: 2934.716553
	Iteration 26Q: 3 clusters Score -1037379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1037379.687500 Penalty: 2934.716553
	Iteration 27Q: 3 clusters Score -1037380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1037380.250000 Penalty: 2934.716553
	Iteration 28Q: 3 clusters Score -1037380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1037384.375000 Penalty: 2934.716553
	Iteration 29Q: 3 clusters Score -1037384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1037387.187500 Penalty: 2934.716553
	Iteration 30Q: 3 clusters Score -1037387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1037387.875000 Penalty: 2934.716553
	Iteration 31Q: 3 clusters Score -1037388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1037389.250000 Penalty: 2934.716553
	Iteration 32Q: 3 clusters Score -1037389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1037391.625000 Penalty: 2934.716553
	Iteration 33Q: 3 clusters Score -1037392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1037392.875000 Penalty: 2934.716553
	Iteration 34Q: 3 clusters Score -1037393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1037394.875000 Penalty: 2934.716553
	Iteration 35Q: 3 clusters Score -1037395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1037403.500000 Penalty: 2934.716553
	Iteration 36Q: 3 clusters Score -1037404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1037407.875000 Penalty: 2934.716553
	Iteration 37Q: 3 clusters Score -1037408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1037410.375000 Penalty: 2934.716553
	Iteration 38Q: 3 clusters Score -1037410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1037413.562500 Penalty: 2934.716553
	Iteration 39Q: 3 clusters Score -1037414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1037415.562500 Penalty: 2934.716553
	Iteration 40F: 3 clusters Score -1037416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Entering Unmasked Estep 
Score: -359025.875000 Penalty: 1300.383423
	Iteration 0F: 2 clusters Score -359025.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -356303.593750 Penalty: 2600.766846
	Iteration 0F: 3 clusters Score -356303.6 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -356985.843750 Penalty: 2600.766846
	Iteration 1F: 3 clusters Score -356985.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -357206.625000 Penalty: 2600.766846
	Iteration 2F: 3 clusters Score -357206.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -357375.218750 Penalty: 2600.766846
	Iteration 3F: 3 clusters Score -357375.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -357527.531250 Penalty: 2600.766846
	Iteration 4F: 3 clusters Score -357527.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -357636.093750 Penalty: 2600.766846
	Iteration 5F: 3 clusters Score -357636.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -357712.125000 Penalty: 2600.766846
	Iteration 6Q: 3 clusters Score -357712.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -357768.593750 Penalty: 2600.766846
	Iteration 7Q: 3 clusters Score -357768.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -357809.968750 Penalty: 2600.766846
	Iteration 8Q: 3 clusters Score -357810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -357844.656250 Penalty: 2600.766846
	Iteration 9Q: 3 clusters Score -357844.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -357869.031250 Penalty: 2600.766846
	Iteration 10Q: 3 clusters Score -357869 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -357889.312500 Penalty: 2600.766846
	Iteration 11Q: 3 clusters Score -357889.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -357903.437500 Penalty: 2600.766846
	Iteration 12Q: 3 clusters Score -357903.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -357911.906250 Penalty: 2600.766846
	Iteration 13Q: 3 clusters Score -357911.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -357915.937500 Penalty: 2600.766846
	Iteration 14Q: 3 clusters Score -357915.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -357917.750000 Penalty: 2600.766846
	Iteration 15Q: 3 clusters Score -357917.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -357920.625000 Penalty: 2600.766846
	Iteration 16Q: 3 clusters Score -357920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -357921.375000 Penalty: 2600.766846
	Iteration 17Q: 3 clusters Score -357921.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -357922.968750 Penalty: 2600.766846
	Iteration 18Q: 3 clusters Score -357923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -357924.156250 Penalty: 2600.766846
	Iteration 19Q: 3 clusters Score -357924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -357924.625000 Penalty: 2600.766846
	Iteration 20F: 3 clusters Score -357924.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -357924.750000 Penalty: 2600.766846
	Iteration 21Q: 3 clusters Score -357924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -357924.843750 Penalty: 2600.766846
	Iteration 22Q: 3 clusters Score -357924.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -357926.562500 Penalty: 2600.766846
	Iteration 23Q: 3 clusters Score -357926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -357926.468750 Penalty: 2600.766846
	Iteration 24Q: 3 clusters Score -357926.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -357926.468750 Penalty: 2600.766846
	Iteration 25F: 3 clusters Score -357926.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -216281.078125 Penalty: 1215.110718
	Iteration 0F: 2 clusters Score -216281.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -214344.359375 Penalty: 2430.221436
	Iteration 0F: 3 clusters Score -214344.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -214744.593750 Penalty: 2430.221436
	Iteration 1F: 3 clusters Score -214744.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -214807.140625 Penalty: 2430.221436
	Iteration 2F: 3 clusters Score -214807.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -214842.890625 Penalty: 2430.221436
	Iteration 3Q: 3 clusters Score -214842.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -214871.875000 Penalty: 2430.221436
	Iteration 4Q: 3 clusters Score -214871.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -214890.937500 Penalty: 2430.221436
	Iteration 5Q: 3 clusters Score -214890.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -214906.796875 Penalty: 2430.221436
	Iteration 6Q: 3 clusters Score -214906.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -214922.921875 Penalty: 2430.221436
	Iteration 7Q: 3 clusters Score -214922.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -214934.250000 Penalty: 2430.221436
	Iteration 8Q: 3 clusters Score -214934.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -214940.765625 Penalty: 2430.221436
	Iteration 9Q: 3 clusters Score -214940.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -214946.390625 Penalty: 2430.221436
	Iteration 10Q: 3 clusters Score -214946.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -214951.406250 Penalty: 2430.221436
	Iteration 11Q: 3 clusters Score -214951.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -214956.421875 Penalty: 2430.221436
	Iteration 12Q: 3 clusters Score -214956.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -214958.796875 Penalty: 2430.221436
	Iteration 13Q: 3 clusters Score -214958.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -214963.078125 Penalty: 2430.221436
	Iteration 14Q: 3 clusters Score -214963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -214966.203125 Penalty: 2430.221436
	Iteration 15Q: 3 clusters Score -214966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -214967.421875 Penalty: 2430.221436
	Iteration 16Q: 3 clusters Score -214967.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -214970.468750 Penalty: 2430.221436
	Iteration 17Q: 3 clusters Score -214970.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -214976.703125 Penalty: 2430.221436
	Iteration 18Q: 3 clusters Score -214976.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -214980.921875 Penalty: 2430.221436
	Iteration 19Q: 3 clusters Score -214980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -214983.218750 Penalty: 2430.221436
	Iteration 20F: 3 clusters Score -214983.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -214985.796875 Penalty: 2430.221436
	Iteration 21Q: 3 clusters Score -214985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -214987.515625 Penalty: 2430.221436
	Iteration 22Q: 3 clusters Score -214987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -214989.703125 Penalty: 2430.221436
	Iteration 23Q: 3 clusters Score -214989.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -214992.453125 Penalty: 2430.221436
	Iteration 24Q: 3 clusters Score -214992.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -214996.468750 Penalty: 2430.221436
	Iteration 25Q: 3 clusters Score -214996.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -215003.921875 Penalty: 2430.221436
	Iteration 26Q: 3 clusters Score -215003.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -215010.265625 Penalty: 2430.221436
	Iteration 27Q: 3 clusters Score -215010.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -215016.000000 Penalty: 2430.221436
	Iteration 28Q: 3 clusters Score -215016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -215019.609375 Penalty: 2430.221436
	Iteration 29Q: 3 clusters Score -215019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -215023.656250 Penalty: 2430.221436
	Iteration 30Q: 3 clusters Score -215023.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -215029.546875 Penalty: 2430.221436
	Iteration 31Q: 3 clusters Score -215029.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -215039.343750 Penalty: 2430.221436
	Iteration 32Q: 3 clusters Score -215039.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -215056.687500 Penalty: 2430.221436
	Iteration 33Q: 3 clusters Score -215056.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -215070.000000 Penalty: 2430.221436
	Iteration 34Q: 3 clusters Score -215070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -215090.640625 Penalty: 2430.221436
	Iteration 35Q: 3 clusters Score -215090.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -215117.093750 Penalty: 2430.221436
	Iteration 36Q: 3 clusters Score -215117.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -215147.140625 Penalty: 2430.221436
	Iteration 37Q: 3 clusters Score -215147.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -215167.625000 Penalty: 2430.221436
	Iteration 38Q: 3 clusters Score -215167.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -215188.562500 Penalty: 2430.221436
	Iteration 39Q: 3 clusters Score -215188.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -215201.484375 Penalty: 2430.221436
	Iteration 40F: 3 clusters Score -215201.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -215210.453125 Penalty: 2430.221436
	Iteration 41Q: 3 clusters Score -215210.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -215214.781250 Penalty: 2430.221436
	Iteration 42Q: 3 clusters Score -215214.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -215219.109375 Penalty: 2430.221436
	Iteration 43Q: 3 clusters Score -215219.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -215224.468750 Penalty: 2430.221436
	Iteration 44Q: 3 clusters Score -215224.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -215235.468750 Penalty: 2430.221436
	Iteration 45Q: 3 clusters Score -215235.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -215241.953125 Penalty: 2430.221436
	Iteration 46Q: 3 clusters Score -215242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -215246.562500 Penalty: 2430.221436
	Iteration 47Q: 3 clusters Score -215246.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -215252.812500 Penalty: 2430.221436
	Iteration 48Q: 3 clusters Score -215252.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -215261.062500 Penalty: 2430.221436
	Iteration 49Q: 3 clusters Score -215261.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -215269.156250 Penalty: 2430.221436
	Iteration 50Q: 3 clusters Score -215269.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -215280.843750 Penalty: 2430.221436
	Iteration 51Q: 3 clusters Score -215280.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -215286.546875 Penalty: 2430.221436
	Iteration 52Q: 3 clusters Score -215286.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -215293.781250 Penalty: 2430.221436
	Iteration 53Q: 3 clusters Score -215293.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -215300.531250 Penalty: 2430.221436
	Iteration 54Q: 3 clusters Score -215300.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -215302.812500 Penalty: 2430.221436
	Iteration 55Q: 3 clusters Score -215302.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -215305.937500 Penalty: 2430.221436
	Iteration 56Q: 3 clusters Score -215305.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -215305.937500 Penalty: 2430.221436
	Iteration 57F: 3 clusters Score -215305.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Entering Unmasked Estep 
Score: -510964.593750 Penalty: 1354.896973
	Iteration 0F: 2 clusters Score -510964.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -507547.156250 Penalty: 2709.793945
	Iteration 0F: 3 clusters Score -507547.2 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -508483.218750 Penalty: 2709.793945
	Iteration 1F: 3 clusters Score -508483.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -508648.406250 Penalty: 2709.793945
	Iteration 2F: 3 clusters Score -508648.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -508769.968750 Penalty: 2709.793945
	Iteration 3F: 3 clusters Score -508770 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -508863.281250 Penalty: 2709.793945
	Iteration 4Q: 3 clusters Score -508863.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -508935.062500 Penalty: 2709.793945
	Iteration 5Q: 3 clusters Score -508935.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -508986.500000 Penalty: 2709.793945
	Iteration 6Q: 3 clusters Score -508986.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -509029.968750 Penalty: 2709.793945
	Iteration 7Q: 3 clusters Score -509030 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -509069.843750 Penalty: 2709.793945
	Iteration 8Q: 3 clusters Score -509069.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -509118.968750 Penalty: 2709.793945
	Iteration 9Q: 3 clusters Score -509119 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -509176.625000 Penalty: 2709.793945
	Iteration 10Q: 3 clusters Score -509176.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -509228.375000 Penalty: 2709.793945
	Iteration 11Q: 3 clusters Score -509228.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -509286.468750 Penalty: 2709.793945
	Iteration 12Q: 3 clusters Score -509286.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -509355.531250 Penalty: 2709.793945
	Iteration 13Q: 3 clusters Score -509355.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -509447.218750 Penalty: 2709.793945
	Iteration 14Q: 3 clusters Score -509447.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -509580.187500 Penalty: 2709.793945
	Iteration 15Q: 3 clusters Score -509580.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -509742.531250 Penalty: 2709.793945
	Iteration 16Q: 3 clusters Score -509742.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -509873.968750 Penalty: 2709.793945
	Iteration 17Q: 3 clusters Score -509874 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -509986.531250 Penalty: 2709.793945
	Iteration 18Q: 3 clusters Score -509986.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -510040.656250 Penalty: 2709.793945
	Iteration 19Q: 3 clusters Score -510040.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -510066.093750 Penalty: 2709.793945
	Iteration 20F: 3 clusters Score -510066.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -510080.875000 Penalty: 2709.793945
	Iteration 21Q: 3 clusters Score -510080.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -510088.781250 Penalty: 2709.793945
	Iteration 22Q: 3 clusters Score -510088.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -510097.625000 Penalty: 2709.793945
	Iteration 23Q: 3 clusters Score -510097.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -510103.125000 Penalty: 2709.793945
	Iteration 24Q: 3 clusters Score -510103.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -510105.500000 Penalty: 2709.793945
	Iteration 25Q: 3 clusters Score -510105.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -510106.312500 Penalty: 2709.793945
	Iteration 26Q: 3 clusters Score -510106.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -510108.187500 Penalty: 2709.793945
	Iteration 27Q: 3 clusters Score -510108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -510109.968750 Penalty: 2709.793945
	Iteration 28Q: 3 clusters Score -510110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -510110.843750 Penalty: 2709.793945
	Iteration 29Q: 3 clusters Score -510110.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -510110.437500 Penalty: 2709.793945
	Iteration 30Q: 3 clusters Score -510110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -510110.437500 Penalty: 2709.793945
	Iteration 31F: 3 clusters Score -510110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5462 members 
Mstep: Class 6 contains 71252 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60113 members 
Mstep: Class 9 contains 4293 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34506 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14981 members 
Mstep: Class 16 contains 28208 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 10073 members 
Mstep: Class 20 contains 45665 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18128 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 3289 members 
Mstep: Class 28 contains 1390 members 
Mstep: Class 29 contains 837 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8349 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1768 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248280.000000 Penalty: 73392.835938
Iteration 119Q: 36 clusters Score -4.824828e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13494 members 
Mstep: Class 3 contains 1889 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71256 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60113 members 
Mstep: Class 9 contains 4288 members 
Mstep: Class 10 contains 3331 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34497 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14984 members 
Mstep: Class 16 contains 28207 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 10073 members 
Mstep: Class 20 contains 45669 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 3289 members 
Mstep: Class 28 contains 1391 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8352 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248292.000000 Penalty: 73392.835938
Iteration 120F: 36 clusters Score -4.824829e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13497 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71262 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60110 members 
Mstep: Class 9 contains 4278 members 
Mstep: Class 10 contains 3330 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34490 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14988 members 
Mstep: Class 16 contains 28205 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10073 members 
Mstep: Class 20 contains 45675 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 3289 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8356 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248324.000000 Penalty: 73392.835938
Iteration 121Q: 36 clusters Score -4.824832e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13500 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71265 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60110 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34484 members 
Mstep: Class 14 contains 14143 members 
Mstep: Class 15 contains 14996 members 
Mstep: Class 16 contains 28202 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10073 members 
Mstep: Class 20 contains 45683 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 2358 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 3289 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8362 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248336.000000 Penalty: 73392.835938
Iteration 122Q: 36 clusters Score -4.824834e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13502 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71266 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60107 members 
Mstep: Class 9 contains 4256 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34476 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15005 members 
Mstep: Class 16 contains 28201 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45685 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8365 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248336.000000 Penalty: 73392.835938
Iteration 123Q: 36 clusters Score -4.824834e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13501 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71266 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60105 members 
Mstep: Class 9 contains 4252 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34465 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15009 members 
Mstep: Class 16 contains 28200 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10075 members 
Mstep: Class 20 contains 45698 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 2359 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8366 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248344.000000 Penalty: 73392.835938
Iteration 124Q: 36 clusters Score -4.824834e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13498 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71266 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60110 members 
Mstep: Class 9 contains 4249 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1709 members 
Mstep: Class 13 contains 34452 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15013 members 
Mstep: Class 16 contains 28198 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10075 members 
Mstep: Class 20 contains 45707 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8368 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248332.000000 Penalty: 73392.835938
Iteration 125Q: 36 clusters Score -4.824833e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13499 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71264 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60113 members 
Mstep: Class 9 contains 4253 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1710 members 
Mstep: Class 13 contains 34442 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15020 members 
Mstep: Class 16 contains 28196 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10075 members 
Mstep: Class 20 contains 45706 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8368 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248312.000000 Penalty: 73392.835938
Iteration 126Q: 36 clusters Score -4.824831e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13499 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71264 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60114 members 
Mstep: Class 9 contains 4250 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1711 members 
Mstep: Class 13 contains 34436 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15021 members 
Mstep: Class 16 contains 28197 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10075 members 
Mstep: Class 20 contains 45711 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8350 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8368 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248328.000000 Penalty: 73392.835938
Iteration 127Q: 36 clusters Score -4.824833e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13499 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71263 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60110 members 
Mstep: Class 9 contains 4248 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1713 members 
Mstep: Class 13 contains 34431 members 
Mstep: Class 14 contains 14141 members 
Mstep: Class 15 contains 15027 members 
Mstep: Class 16 contains 28197 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10075 members 
Mstep: Class 20 contains 45716 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18129 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8349 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8369 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248336.000000 Penalty: 73392.835938
Iteration 128Q: 36 clusters Score -4.824834e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13498 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71265 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60107 members 
Mstep: Class 9 contains 4245 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 34427 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15029 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10075 members 
Mstep: Class 20 contains 45722 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8347 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8370 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248328.000000 Penalty: 73392.835938
Iteration 129Q: 36 clusters Score -4.824833e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13497 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71265 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60107 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 34423 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15032 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10075 members 
Mstep: Class 20 contains 45724 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8349 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8371 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248328.000000 Penalty: 73392.835938
Iteration 130Q: 36 clusters Score -4.824833e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13497 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71268 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60107 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1713 members 
Mstep: Class 13 contains 34416 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15033 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1710 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10075 members 
Mstep: Class 20 contains 45728 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8349 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248336.000000 Penalty: 73392.835938
Iteration 131Q: 36 clusters Score -4.824834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13496 members 
Mstep: Class 3 contains 1890 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71269 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60108 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1710 members 
Mstep: Class 13 contains 34414 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15032 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45729 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2643 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8352 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248324.000000 Penalty: 73392.835938
Iteration 132Q: 36 clusters Score -4.824832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13494 members 
Mstep: Class 3 contains 1891 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71273 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60108 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1707 members 
Mstep: Class 13 contains 34413 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15031 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45730 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2644 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8351 members 
Mstep: Class 27 contains 3286 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248316.000000 Penalty: 73392.835938
Iteration 133Q: 36 clusters Score -4.824832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13494 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71279 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60105 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1706 members 
Mstep: Class 13 contains 34413 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15032 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45732 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2644 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8345 members 
Mstep: Class 27 contains 3286 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248292.000000 Penalty: 73392.835938
Iteration 134Q: 36 clusters Score -4.824829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13493 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71289 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60104 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1705 members 
Mstep: Class 13 contains 34413 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15037 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45727 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2644 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248308.000000 Penalty: 73392.835938
Iteration 135Q: 36 clusters Score -4.824831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13493 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71288 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60105 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 34413 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15042 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1711 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45724 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2644 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248276.000000 Penalty: 73392.835938
Iteration 136Q: 36 clusters Score -4.824828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 5463 members 
Mstep: Class 6 contains 71288 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60104 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 34414 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15046 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45719 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248268.000000 Penalty: 73392.835938
Iteration 137Q: 36 clusters Score -4.824827e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 71289 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60104 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 34415 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15046 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45717 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 14731 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248284.000000 Penalty: 73392.835938
Iteration 138Q: 36 clusters Score -4.824828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 71289 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60104 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 34415 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15047 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45715 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248280.000000 Penalty: 73392.835938
Iteration 139Q: 36 clusters Score -4.824828e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 71289 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60104 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 34415 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15047 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45714 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248284.000000 Penalty: 73392.835938
Iteration 140F: 36 clusters Score -4.824828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 71289 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60104 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 34416 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15049 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45710 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248280.000000 Penalty: 73392.835938
Iteration 141Q: 36 clusters Score -4.824828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13491 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 71289 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60105 members 
Mstep: Class 9 contains 4243 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 34415 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15053 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45707 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248300.000000 Penalty: 73392.835938
Iteration 142Q: 36 clusters Score -4.82483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13491 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 71289 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60105 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 34415 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15053 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45706 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248320.000000 Penalty: 73392.835938
Iteration 143Q: 36 clusters Score -4.824832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13491 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 71289 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60105 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 34415 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15053 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45706 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48248320.000000 Penalty: 73392.835938
Iteration 144F: 36 clusters Score -4.824832e+07 nChanged 0
Entering ConstructFrom: 
Score: -48248320.000000 Penalty: 73392.835938
Entering ConstructFrom: 
Trying to split cluster 1 (6142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Entering Unmasked Estep 
Score: -764529.750000 Penalty: 1417.472290
	Iteration 0F: 2 clusters Score -764529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -759893.750000 Penalty: 2834.944580
	Iteration 0F: 3 clusters Score -759893.8 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -761302.500000 Penalty: 2834.944580
	Iteration 1F: 3 clusters Score -761302.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -761532.937500 Penalty: 2834.944580
	Iteration 2F: 3 clusters Score -761532.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -761709.937500 Penalty: 2834.944580
	Iteration 3F: 3 clusters Score -761709.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -761883.750000 Penalty: 2834.944580
	Iteration 4Q: 3 clusters Score -761883.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -762064.750000 Penalty: 2834.944580
	Iteration 5Q: 3 clusters Score -762064.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -762242.812500 Penalty: 2834.944580
	Iteration 6Q: 3 clusters Score -762242.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -762395.062500 Penalty: 2834.944580
	Iteration 7Q: 3 clusters Score -762395.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -762555.187500 Penalty: 2834.944580
	Iteration 8Q: 3 clusters Score -762555.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -762702.437500 Penalty: 2834.944580
	Iteration 9Q: 3 clusters Score -762702.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -762858.562500 Penalty: 2834.944580
	Iteration 10Q: 3 clusters Score -762858.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -763003.937500 Penalty: 2834.944580
	Iteration 11Q: 3 clusters Score -763003.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -763135.562500 Penalty: 2834.944580
	Iteration 12Q: 3 clusters Score -763135.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -763264.812500 Penalty: 2834.944580
	Iteration 13Q: 3 clusters Score -763264.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -763365.312500 Penalty: 2834.944580
	Iteration 14Q: 3 clusters Score -763365.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -763442.687500 Penalty: 2834.944580
	Iteration 15Q: 3 clusters Score -763442.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -763481.562500 Penalty: 2834.944580
	Iteration 16Q: 3 clusters Score -763481.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -763498.062500 Penalty: 2834.944580
	Iteration 17Q: 3 clusters Score -763498.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -763516.875000 Penalty: 2834.944580
	Iteration 18Q: 3 clusters Score -763516.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -763528.250000 Penalty: 2834.944580
	Iteration 19Q: 3 clusters Score -763528.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -763533.562500 Penalty: 2834.944580
	Iteration 20F: 3 clusters Score -763533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -763533.875000 Penalty: 2834.944580
	Iteration 21Q: 3 clusters Score -763533.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -763536.812500 Penalty: 2834.944580
	Iteration 22Q: 3 clusters Score -763536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -763539.875000 Penalty: 2834.944580
	Iteration 23Q: 3 clusters Score -763539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -763543.250000 Penalty: 2834.944580
	Iteration 24Q: 3 clusters Score -763543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -763544.937500 Penalty: 2834.944580
	Iteration 25Q: 3 clusters Score -763544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -763545.687500 Penalty: 2834.944580
	Iteration 26Q: 3 clusters Score -763545.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -763545.687500 Penalty: 2834.944580
	Iteration 27F: 3 clusters Score -763545.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Entering Unmasked Estep 
Score: -1533402.875000 Penalty: 1545.338989
	Iteration 0F: 2 clusters Score -1533403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1524016.875000 Penalty: 3090.677979
	Iteration 0F: 3 clusters Score -1524017 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1527450.000000 Penalty: 3090.677979
	Iteration 1F: 3 clusters Score -1527450 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1527821.000000 Penalty: 3090.677979
	Iteration 2F: 3 clusters Score -1527821 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1528187.875000 Penalty: 3090.677979
	Iteration 3F: 3 clusters Score -1528188 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1528564.500000 Penalty: 3090.677979
	Iteration 4F: 3 clusters Score -1528564 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1528932.250000 Penalty: 3090.677979
	Iteration 5F: 3 clusters Score -1528932 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1529328.375000 Penalty: 3090.677979
	Iteration 6Q: 3 clusters Score -1529328 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1529771.375000 Penalty: 3090.677979
	Iteration 7Q: 3 clusters Score -1529771 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1530267.875000 Penalty: 3090.677979
	Iteration 8Q: 3 clusters Score -1530268 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1530766.750000 Penalty: 3090.677979
	Iteration 9Q: 3 clusters Score -1530767 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1531212.625000 Penalty: 3090.677979
	Iteration 10Q: 3 clusters Score -1531213 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1531569.125000 Penalty: 3090.677979
	Iteration 11Q: 3 clusters Score -1531569 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1531785.125000 Penalty: 3090.677979
	Iteration 12Q: 3 clusters Score -1531785 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1531961.125000 Penalty: 3090.677979
	Iteration 13Q: 3 clusters Score -1531961 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1532075.125000 Penalty: 3090.677979
	Iteration 14Q: 3 clusters Score -1532075 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1532154.375000 Penalty: 3090.677979
	Iteration 15Q: 3 clusters Score -1532154 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1532216.625000 Penalty: 3090.677979
	Iteration 16Q: 3 clusters Score -1532217 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1532259.875000 Penalty: 3090.677979
	Iteration 17Q: 3 clusters Score -1532260 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1532296.000000 Penalty: 3090.677979
	Iteration 18Q: 3 clusters Score -1532296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1532325.500000 Penalty: 3090.677979
	Iteration 19Q: 3 clusters Score -1532326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1532361.875000 Penalty: 3090.677979
	Iteration 20F: 3 clusters Score -1532362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1532381.875000 Penalty: 3090.677979
	Iteration 21Q: 3 clusters Score -1532382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1532399.000000 Penalty: 3090.677979
	Iteration 22Q: 3 clusters Score -1532399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1532422.000000 Penalty: 3090.677979
	Iteration 23Q: 3 clusters Score -1532422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1532431.500000 Penalty: 3090.677979
	Iteration 24Q: 3 clusters Score -1532432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1532439.250000 Penalty: 3090.677979
	Iteration 25Q: 3 clusters Score -1532439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1532449.250000 Penalty: 3090.677979
	Iteration 26Q: 3 clusters Score -1532449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1532449.375000 Penalty: 3090.677979
	Iteration 27Q: 3 clusters Score -1532449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1532455.500000 Penalty: 3090.677979
	Iteration 28Q: 3 clusters Score -1532456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1532460.375000 Penalty: 3090.677979
	Iteration 29Q: 3 clusters Score -1532460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1532462.250000 Penalty: 3090.677979
	Iteration 30Q: 3 clusters Score -1532462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1532467.250000 Penalty: 3090.677979
	Iteration 31Q: 3 clusters Score -1532467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1532473.500000 Penalty: 3090.677979
	Iteration 32Q: 3 clusters Score -1532474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1532475.500000 Penalty: 3090.677979
	Iteration 33Q: 3 clusters Score -1532476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1532479.625000 Penalty: 3090.677979
	Iteration 34Q: 3 clusters Score -1532480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1532479.750000 Penalty: 3090.677979
	Iteration 35Q: 3 clusters Score -1532480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1532480.500000 Penalty: 3090.677979
	Iteration 36Q: 3 clusters Score -1532480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1532481.875000 Penalty: 3090.677979
	Iteration 37Q: 3 clusters Score -1532482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1532480.625000 Penalty: 3090.677979
	Iteration 38Q: 3 clusters Score -1532481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1532480.625000 Penalty: 3090.677979
	Iteration 39F: 3 clusters Score -1532481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -198866.687500 Penalty: 1226.211670
	Iteration 0F: 2 clusters Score -198866.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -196916.562500 Penalty: 2452.423340
	Iteration 0F: 3 clusters Score -196916.6 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -197718.875000 Penalty: 2452.423340
	Iteration 1F: 3 clusters Score -197718.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -198081.000000 Penalty: 2452.423340
	Iteration 2F: 3 clusters Score -198081 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -198278.453125 Penalty: 2452.423340
	Iteration 3F: 3 clusters Score -198278.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -198397.546875 Penalty: 2452.423340
	Iteration 4F: 3 clusters Score -198397.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -198486.031250 Penalty: 2452.423340
	Iteration 5Q: 3 clusters Score -198486 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -198538.312500 Penalty: 2452.423340
	Iteration 6Q: 3 clusters Score -198538.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -198559.343750 Penalty: 2452.423340
	Iteration 7Q: 3 clusters Score -198559.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -198573.312500 Penalty: 2452.423340
	Iteration 8Q: 3 clusters Score -198573.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -198577.125000 Penalty: 2452.423340
	Iteration 9Q: 3 clusters Score -198577.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -198580.281250 Penalty: 2452.423340
	Iteration 10Q: 3 clusters Score -198580.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -198582.734375 Penalty: 2452.423340
	Iteration 11Q: 3 clusters Score -198582.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -198585.281250 Penalty: 2452.423340
	Iteration 12Q: 3 clusters Score -198585.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -198586.593750 Penalty: 2452.423340
	Iteration 13Q: 3 clusters Score -198586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -198586.984375 Penalty: 2452.423340
	Iteration 14Q: 3 clusters Score -198587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -198587.484375 Penalty: 2452.423340
	Iteration 15Q: 3 clusters Score -198587.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -198587.484375 Penalty: 2452.423340
	Iteration 16F: 3 clusters Score -198587.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -444087.968750 Penalty: 1331.157715
	Iteration 0F: 2 clusters Score -444088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -441015.843750 Penalty: 2662.315430
	Iteration 0F: 3 clusters Score -441015.8 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -441949.250000 Penalty: 2662.315430
	Iteration 1F: 3 clusters Score -441949.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -442171.437500 Penalty: 2662.315430
	Iteration 2F: 3 clusters Score -442171.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -442326.937500 Penalty: 2662.315430
	Iteration 3F: 3 clusters Score -442326.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -442451.437500 Penalty: 2662.315430
	Iteration 4F: 3 clusters Score -442451.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -442546.187500 Penalty: 2662.315430
	Iteration 5Q: 3 clusters Score -442546.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -442626.000000 Penalty: 2662.315430
	Iteration 6Q: 3 clusters Score -442626 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -442699.593750 Penalty: 2662.315430
	Iteration 7Q: 3 clusters Score -442699.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -442778.718750 Penalty: 2662.315430
	Iteration 8Q: 3 clusters Score -442778.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -442864.625000 Penalty: 2662.315430
	Iteration 9Q: 3 clusters Score -442864.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -442949.000000 Penalty: 2662.315430
	Iteration 10Q: 3 clusters Score -442949 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -443027.531250 Penalty: 2662.315430
	Iteration 11Q: 3 clusters Score -443027.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -443106.375000 Penalty: 2662.315430
	Iteration 12Q: 3 clusters Score -443106.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -443189.000000 Penalty: 2662.315430
	Iteration 13Q: 3 clusters Score -443189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -443257.875000 Penalty: 2662.315430
	Iteration 14Q: 3 clusters Score -443257.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -443308.968750 Penalty: 2662.315430
	Iteration 15Q: 3 clusters Score -443309 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -443352.687500 Penalty: 2662.315430
	Iteration 16Q: 3 clusters Score -443352.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -443387.687500 Penalty: 2662.315430
	Iteration 17Q: 3 clusters Score -443387.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -443413.531250 Penalty: 2662.315430
	Iteration 18Q: 3 clusters Score -443413.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -443428.531250 Penalty: 2662.315430
	Iteration 19Q: 3 clusters Score -443428.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -443442.281250 Penalty: 2662.315430
	Iteration 20F: 3 clusters Score -443442.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -443449.906250 Penalty: 2662.315430
	Iteration 21Q: 3 clusters Score -443449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -443452.437500 Penalty: 2662.315430
	Iteration 22Q: 3 clusters Score -443452.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -443455.062500 Penalty: 2662.315430
	Iteration 23Q: 3 clusters Score -443455.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -443455.500000 Penalty: 2662.315430
	Iteration 24Q: 3 clusters Score -443455.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -443458.375000 Penalty: 2662.315430
	Iteration 25Q: 3 clusters Score -443458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -443459.718750 Penalty: 2662.315430
	Iteration 26Q: 3 clusters Score -443459.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -443462.468750 Penalty: 2662.315430
	Iteration 27Q: 3 clusters Score -443462.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -443463.000000 Penalty: 2662.315430
	Iteration 28Q: 3 clusters Score -443463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -443463.468750 Penalty: 2662.315430
	Iteration 29Q: 3 clusters Score -443463.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -443463.468750 Penalty: 2662.315430
	Iteration 30F: 3 clusters Score -443463.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Entering Unmasked Estep 
Score: -676714.750000 Penalty: 1398.464600
	Iteration 0F: 2 clusters Score -676714.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -672432.312500 Penalty: 2796.929199
	Iteration 0F: 3 clusters Score -672432.3 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -673707.750000 Penalty: 2796.929199
	Iteration 1F: 3 clusters Score -673707.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -673914.250000 Penalty: 2796.929199
	Iteration 2F: 3 clusters Score -673914.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -674047.812500 Penalty: 2796.929199
	Iteration 3Q: 3 clusters Score -674047.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -674151.437500 Penalty: 2796.929199
	Iteration 4Q: 3 clusters Score -674151.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -674247.187500 Penalty: 2796.929199
	Iteration 5Q: 3 clusters Score -674247.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -674341.187500 Penalty: 2796.929199
	Iteration 6Q: 3 clusters Score -674341.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -674423.000000 Penalty: 2796.929199
	Iteration 7Q: 3 clusters Score -674423 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -674499.250000 Penalty: 2796.929199
	Iteration 8Q: 3 clusters Score -674499.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -674569.375000 Penalty: 2796.929199
	Iteration 9Q: 3 clusters Score -674569.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -674647.000000 Penalty: 2796.929199
	Iteration 10Q: 3 clusters Score -674647 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -674732.937500 Penalty: 2796.929199
	Iteration 11Q: 3 clusters Score -674732.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -674826.000000 Penalty: 2796.929199
	Iteration 12Q: 3 clusters Score -674826 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -674909.812500 Penalty: 2796.929199
	Iteration 13Q: 3 clusters Score -674909.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -674981.812500 Penalty: 2796.929199
	Iteration 14Q: 3 clusters Score -674981.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -675030.312500 Penalty: 2796.929199
	Iteration 15Q: 3 clusters Score -675030.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -675078.437500 Penalty: 2796.929199
	Iteration 16Q: 3 clusters Score -675078.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -675115.562500 Penalty: 2796.929199
	Iteration 17Q: 3 clusters Score -675115.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -675141.437500 Penalty: 2796.929199
	Iteration 18Q: 3 clusters Score -675141.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -675159.437500 Penalty: 2796.929199
	Iteration 19Q: 3 clusters Score -675159.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -675177.750000 Penalty: 2796.929199
	Iteration 20F: 3 clusters Score -675177.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -675187.500000 Penalty: 2796.929199
	Iteration 21Q: 3 clusters Score -675187.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -675198.062500 Penalty: 2796.929199
	Iteration 22Q: 3 clusters Score -675198.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -675211.812500 Penalty: 2796.929199
	Iteration 23Q: 3 clusters Score -675211.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -675223.312500 Penalty: 2796.929199
	Iteration 24Q: 3 clusters Score -675223.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -675234.062500 Penalty: 2796.929199
	Iteration 25Q: 3 clusters Score -675234.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -675240.625000 Penalty: 2796.929199
	Iteration 26Q: 3 clusters Score -675240.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -675251.312500 Penalty: 2796.929199
	Iteration 27Q: 3 clusters Score -675251.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -675260.187500 Penalty: 2796.929199
	Iteration 28Q: 3 clusters Score -675260.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -675271.500000 Penalty: 2796.929199
	Iteration 29Q: 3 clusters Score -675271.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -675279.750000 Penalty: 2796.929199
	Iteration 30Q: 3 clusters Score -675279.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -675298.250000 Penalty: 2796.929199
	Iteration 31Q: 3 clusters Score -675298.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -675315.375000 Penalty: 2796.929199
	Iteration 32Q: 3 clusters Score -675315.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -675330.562500 Penalty: 2796.929199
	Iteration 33Q: 3 clusters Score -675330.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -675347.500000 Penalty: 2796.929199
	Iteration 34Q: 3 clusters Score -675347.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -675362.062500 Penalty: 2796.929199
	Iteration 35Q: 3 clusters Score -675362.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -675379.000000 Penalty: 2796.929199
	Iteration 36Q: 3 clusters Score -675379 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -675399.875000 Penalty: 2796.929199
	Iteration 37Q: 3 clusters Score -675399.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -675413.250000 Penalty: 2796.929199
	Iteration 38Q: 3 clusters Score -675413.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -675427.875000 Penalty: 2796.929199
	Iteration 39Q: 3 clusters Score -675427.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -675441.125000 Penalty: 2796.929199
	Iteration 40F: 3 clusters Score -675441.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -675452.250000 Penalty: 2796.929199
	Iteration 41Q: 3 clusters Score -675452.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -675460.000000 Penalty: 2796.929199
	Iteration 42Q: 3 clusters Score -675460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -675469.000000 Penalty: 2796.929199
	Iteration 43Q: 3 clusters Score -675469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -675474.562500 Penalty: 2796.929199
	Iteration 44Q: 3 clusters Score -675474.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -675482.625000 Penalty: 2796.929199
	Iteration 45Q: 3 clusters Score -675482.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -675489.312500 Penalty: 2796.929199
	Iteration 46Q: 3 clusters Score -675489.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -675497.875000 Penalty: 2796.929199
	Iteration 47Q: 3 clusters Score -675497.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -675512.250000 Penalty: 2796.929199
	Iteration 48Q: 3 clusters Score -675512.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -675530.437500 Penalty: 2796.929199
	Iteration 49Q: 3 clusters Score -675530.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -675564.000000 Penalty: 2796.929199
	Iteration 50Q: 3 clusters Score -675564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -675607.812500 Penalty: 2796.929199
	Iteration 51Q: 3 clusters Score -675607.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -675657.687500 Penalty: 2796.929199
	Iteration 52Q: 3 clusters Score -675657.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -675698.312500 Penalty: 2796.929199
	Iteration 53Q: 3 clusters Score -675698.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -675721.312500 Penalty: 2796.929199
	Iteration 54Q: 3 clusters Score -675721.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -675732.812500 Penalty: 2796.929199
	Iteration 55Q: 3 clusters Score -675732.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -675747.500000 Penalty: 2796.929199
	Iteration 56Q: 3 clusters Score -675747.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -675758.312500 Penalty: 2796.929199
	Iteration 57Q: 3 clusters Score -675758.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -675766.125000 Penalty: 2796.929199
	Iteration 58Q: 3 clusters Score -675766.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -675772.187500 Penalty: 2796.929199
	Iteration 59Q: 3 clusters Score -675772.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -675776.937500 Penalty: 2796.929199
	Iteration 60F: 3 clusters Score -675776.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -675778.625000 Penalty: 2796.929199
	Iteration 61Q: 3 clusters Score -675778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -675779.437500 Penalty: 2796.929199
	Iteration 62Q: 3 clusters Score -675779.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -675779.312500 Penalty: 2796.929199
	Iteration 63Q: 3 clusters Score -675779.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -675780.125000 Penalty: 2796.929199
	Iteration 64Q: 3 clusters Score -675780.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -675780.125000 Penalty: 2796.929199
	Iteration 65F: 3 clusters Score -675780.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (71289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71289 members 
Entering Unmasked Estep 
Score: -8815960.000000 Penalty: 1815.855835
	Iteration 0F: 2 clusters Score -8815960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -8768555.000000 Penalty: 3631.711670
	Iteration 0F: 3 clusters Score -8768555 nChanged 33765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -8787715.000000 Penalty: 3631.711670
	Iteration 1F: 3 clusters Score -8787715 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -8788354.000000 Penalty: 3631.711670
	Iteration 2Q: 3 clusters Score -8788354 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -8789235.000000 Penalty: 3631.711670
	Iteration 3Q: 3 clusters Score -8789235 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -8790934.000000 Penalty: 3631.711670
	Iteration 4F: 3 clusters Score -8790934 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -8793901.000000 Penalty: 3631.711670
	Iteration 5F: 3 clusters Score -8793901 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -8798782.000000 Penalty: 3631.711670
	Iteration 6F: 3 clusters Score -8798782 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61643 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -8805022.000000 Penalty: 3631.711670
	Iteration 7F: 3 clusters Score -8805022 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -8810193.000000 Penalty: 3631.711670
	Iteration 8F: 3 clusters Score -8810193 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69343 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8812775.000000 Penalty: 3631.711670
	Iteration 9Q: 3 clusters Score -8812775 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70419 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8813755.000000 Penalty: 3631.711670
	Iteration 10Q: 3 clusters Score -8813755 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8814147.000000 Penalty: 3631.711670
	Iteration 11Q: 3 clusters Score -8814147 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8814294.000000 Penalty: 3631.711670
	Iteration 12Q: 3 clusters Score -8814294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70991 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8814354.000000 Penalty: 3631.711670
	Iteration 13Q: 3 clusters Score -8814354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71002 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8814386.000000 Penalty: 3631.711670
	Iteration 14Q: 3 clusters Score -8814386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8814388.000000 Penalty: 3631.711670
	Iteration 15Q: 3 clusters Score -8814388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71020 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8814406.000000 Penalty: 3631.711670
	Iteration 16Q: 3 clusters Score -8814406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71027 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8814418.000000 Penalty: 3631.711670
	Iteration 17Q: 3 clusters Score -8814418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8814428.000000 Penalty: 3631.711670
	Iteration 18Q: 3 clusters Score -8814428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71039 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8814445.000000 Penalty: 3631.711670
	Iteration 19Q: 3 clusters Score -8814445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8814453.000000 Penalty: 3631.711670
	Iteration 20F: 3 clusters Score -8814453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8814460.000000 Penalty: 3631.711670
	Iteration 21Q: 3 clusters Score -8814460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8814465.000000 Penalty: 3631.711670
	Iteration 22Q: 3 clusters Score -8814465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8814475.000000 Penalty: 3631.711670
	Iteration 23Q: 3 clusters Score -8814475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71042 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8814475.000000 Penalty: 3631.711670
	Iteration 24F: 3 clusters Score -8814475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Entering Unmasked Estep 
Score: -546935.000000 Penalty: 1367.679443
	Iteration 0F: 2 clusters Score -546935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -543280.562500 Penalty: 2735.358887
	Iteration 0F: 3 clusters Score -543280.6 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -544320.937500 Penalty: 2735.358887
	Iteration 1F: 3 clusters Score -544320.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -544508.375000 Penalty: 2735.358887
	Iteration 2F: 3 clusters Score -544508.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -544686.625000 Penalty: 2735.358887
	Iteration 3F: 3 clusters Score -544686.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -544899.437500 Penalty: 2735.358887
	Iteration 4F: 3 clusters Score -544899.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -545138.312500 Penalty: 2735.358887
	Iteration 5F: 3 clusters Score -545138.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -545341.312500 Penalty: 2735.358887
	Iteration 6F: 3 clusters Score -545341.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -545539.250000 Penalty: 2735.358887
	Iteration 7Q: 3 clusters Score -545539.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -545715.937500 Penalty: 2735.358887
	Iteration 8Q: 3 clusters Score -545715.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -545813.812500 Penalty: 2735.358887
	Iteration 9Q: 3 clusters Score -545813.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -545866.062500 Penalty: 2735.358887
	Iteration 10Q: 3 clusters Score -545866.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -545894.937500 Penalty: 2735.358887
	Iteration 11Q: 3 clusters Score -545894.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -545912.062500 Penalty: 2735.358887
	Iteration 12Q: 3 clusters Score -545912.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -545924.562500 Penalty: 2735.358887
	Iteration 13Q: 3 clusters Score -545924.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -545935.937500 Penalty: 2735.358887
	Iteration 14Q: 3 clusters Score -545935.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -545943.500000 Penalty: 2735.358887
	Iteration 15Q: 3 clusters Score -545943.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -545949.812500 Penalty: 2735.358887
	Iteration 16Q: 3 clusters Score -545949.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -545956.875000 Penalty: 2735.358887
	Iteration 17Q: 3 clusters Score -545956.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -545961.187500 Penalty: 2735.358887
	Iteration 18Q: 3 clusters Score -545961.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -545962.125000 Penalty: 2735.358887
	Iteration 19Q: 3 clusters Score -545962.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -545964.062500 Penalty: 2735.358887
	Iteration 20F: 3 clusters Score -545964.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -545966.437500 Penalty: 2735.358887
	Iteration 21Q: 3 clusters Score -545966.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -545969.187500 Penalty: 2735.358887
	Iteration 22Q: 3 clusters Score -545969.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -545969.375000 Penalty: 2735.358887
	Iteration 23Q: 3 clusters Score -545969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -545969.687500 Penalty: 2735.358887
	Iteration 24Q: 3 clusters Score -545969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -545971.062500 Penalty: 2735.358887
	Iteration 25Q: 3 clusters Score -545971.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -545970.437500 Penalty: 2735.358887
	Iteration 26Q: 3 clusters Score -545970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -545971.000000 Penalty: 2735.358887
	Iteration 27Q: 3 clusters Score -545971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -545970.687500 Penalty: 2735.358887
	Iteration 28Q: 3 clusters Score -545970.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -545972.375000 Penalty: 2735.358887
	Iteration 29Q: 3 clusters Score -545972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -545973.000000 Penalty: 2735.358887
	Iteration 30Q: 3 clusters Score -545973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -545972.937500 Penalty: 2735.358887
	Iteration 31Q: 3 clusters Score -545972.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -545972.937500 Penalty: 2735.358887
	Iteration 32Q: 3 clusters Score -545972.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -545972.937500 Penalty: 2735.358887
	Iteration 33F: 3 clusters Score -545972.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (60105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60105 members 
Entering Unmasked Estep 
Score: -7413044.500000 Penalty: 1788.125366
	Iteration 0F: 2 clusters Score -7413044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -7373482.500000 Penalty: 3576.250732
	Iteration 0F: 3 clusters Score -7373482 nChanged 28393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -7389987.000000 Penalty: 3576.250732
	Iteration 1F: 3 clusters Score -7389987 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -7391055.000000 Penalty: 3576.250732
	Iteration 2Q: 3 clusters Score -7391055 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -7392661.000000 Penalty: 3576.250732
	Iteration 3F: 3 clusters Score -7392661 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -7394985.000000 Penalty: 3576.250732
	Iteration 4F: 3 clusters Score -7394985 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -7398404.000000 Penalty: 3576.250732
	Iteration 5F: 3 clusters Score -7398404 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -7403057.500000 Penalty: 3576.250732
	Iteration 6F: 3 clusters Score -7403058 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -7407413.500000 Penalty: 3576.250732
	Iteration 7F: 3 clusters Score -7407414 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58397 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7409931.500000 Penalty: 3576.250732
	Iteration 8Q: 3 clusters Score -7409932 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59510 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7410923.500000 Penalty: 3576.250732
	Iteration 9Q: 3 clusters Score -7410924 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7411277.000000 Penalty: 3576.250732
	Iteration 10Q: 3 clusters Score -7411277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59904 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -7411373.000000 Penalty: 3576.250732
	Iteration 11Q: 3 clusters Score -7411373 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59920 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -7411440.000000 Penalty: 3576.250732
	Iteration 12Q: 3 clusters Score -7411440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7411457.000000 Penalty: 3576.250732
	Iteration 13Q: 3 clusters Score -7411457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7411477.500000 Penalty: 3576.250732
	Iteration 14Q: 3 clusters Score -7411478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59923 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -7411484.500000 Penalty: 3576.250732
	Iteration 15Q: 3 clusters Score -7411484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7411485.000000 Penalty: 3576.250732
	Iteration 16Q: 3 clusters Score -7411485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59924 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -7411485.000000 Penalty: 3576.250732
	Iteration 17F: 3 clusters Score -7411485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -521900.250000 Penalty: 1357.405029
	Iteration 0F: 2 clusters Score -521900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -518370.437500 Penalty: 2714.810059
	Iteration 0F: 3 clusters Score -518370.4 nChanged 1702
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: -519323.156250 Penalty: 2714.810059
	Iteration 1F: 3 clusters Score -519323.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -519501.843750 Penalty: 2714.810059
	Iteration 2F: 3 clusters Score -519501.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -519620.062500 Penalty: 2714.810059
	Iteration 3F: 3 clusters Score -519620.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -519697.062500 Penalty: 2714.810059
	Iteration 4Q: 3 clusters Score -519697.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -519769.187500 Penalty: 2714.810059
	Iteration 5Q: 3 clusters Score -519769.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -519835.343750 Penalty: 2714.810059
	Iteration 6Q: 3 clusters Score -519835.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -519893.875000 Penalty: 2714.810059
	Iteration 7Q: 3 clusters Score -519893.9 nChanged 106
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: -519939.625000 Penalty: 2714.810059
	Iteration 8Q: 3 clusters Score -519939.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -519989.531250 Penalty: 2714.810059
	Iteration 9Q: 3 clusters Score -519989.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -520030.406250 Penalty: 2714.810059
	Iteration 10Q: 3 clusters Score -520030.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -520066.062500 Penalty: 2714.810059
	Iteration 11Q: 3 clusters Score -520066.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -520112.656250 Penalty: 2714.810059
	Iteration 12Q: 3 clusters Score -520112.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -520156.187500 Penalty: 2714.810059
	Iteration 13Q: 3 clusters Score -520156.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -520197.218750 Penalty: 2714.810059
	Iteration 14Q: 3 clusters Score -520197.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -520228.312500 Penalty: 2714.810059
	Iteration 15Q: 3 clusters Score -520228.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -520258.937500 Penalty: 2714.810059
	Iteration 16Q: 3 clusters Score -520258.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -520292.281250 Penalty: 2714.810059
	Iteration 17Q: 3 clusters Score -520292.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -520323.968750 Penalty: 2714.810059
	Iteration 18Q: 3 clusters Score -520324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -520365.625000 Penalty: 2714.810059
	Iteration 19Q: 3 clusters Score -520365.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -520409.343750 Penalty: 2714.810059
	Iteration 20F: 3 clusters Score -520409.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -520444.718750 Penalty: 2714.810059
	Iteration 21Q: 3 clusters Score -520444.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -520472.531250 Penalty: 2714.810059
	Iteration 22Q: 3 clusters Score -520472.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -520493.906250 Penalty: 2714.810059
	Iteration 23Q: 3 clusters Score -520493.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -520513.625000 Penalty: 2714.810059
	Iteration 24Q: 3 clusters Score -520513.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -520533.093750 Penalty: 2714.810059
	Iteration 25Q: 3 clusters Score -520533.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -520553.125000 Penalty: 2714.810059
	Iteration 26Q: 3 clusters Score -520553.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -520569.000000 Penalty: 2714.810059
	Iteration 27Q: 3 clusters Score -520569 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -520583.250000 Penalty: 2714.810059
	Iteration 28Q: 3 clusters Score -520583.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -520596.156250 Penalty: 2714.810059
	Iteration 29Q: 3 clusters Score -520596.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -520611.812500 Penalty: 2714.810059
	Iteration 30Q: 3 clusters Score -520611.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -520625.875000 Penalty: 2714.810059
	Iteration 31Q: 3 clusters Score -520625.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -520637.500000 Penalty: 2714.810059
	Iteration 32Q: 3 clusters Score -520637.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -520653.250000 Penalty: 2714.810059
	Iteration 33Q: 3 clusters Score -520653.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -520667.468750 Penalty: 2714.810059
	Iteration 34Q: 3 clusters Score -520667.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -520679.687500 Penalty: 2714.810059
	Iteration 35Q: 3 clusters Score -520679.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -520689.468750 Penalty: 2714.810059
	Iteration 36Q: 3 clusters Score -520689.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -520694.750000 Penalty: 2714.810059
	Iteration 37Q: 3 clusters Score -520694.8 nChanged 17
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: -520698.406250 Penalty: 2714.810059
	Iteration 38Q: 3 clusters Score -520698.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -520701.281250 Penalty: 2714.810059
	Iteration 39Q: 3 clusters Score -520701.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -520702.375000 Penalty: 2714.810059
	Iteration 40F: 3 clusters Score -520702.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -520702.687500 Penalty: 2714.810059
	Iteration 41Q: 3 clusters Score -520702.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -520702.687500 Penalty: 2714.810059
	Iteration 42F: 3 clusters Score -520702.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Entering Unmasked Estep 
Score: -377869.250000 Penalty: 1317.895508
	Iteration 0F: 2 clusters Score -377869.2 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 1658 members 
Entering Unmasked Estep 
Score: -375011.312500 Penalty: 2635.791016
	Iteration 0F: 3 clusters Score -375011.3 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -375784.687500 Penalty: 2635.791016
	Iteration 1F: 3 clusters Score -375784.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -375977.656250 Penalty: 2635.791016
	Iteration 2F: 3 clusters Score -375977.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -376091.468750 Penalty: 2635.791016
	Iteration 3F: 3 clusters Score -376091.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -376185.906250 Penalty: 2635.791016
	Iteration 4Q: 3 clusters Score -376185.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -376277.031250 Penalty: 2635.791016
	Iteration 5Q: 3 clusters Score -376277 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -376354.906250 Penalty: 2635.791016
	Iteration 6Q: 3 clusters Score -376354.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -376432.562500 Penalty: 2635.791016
	Iteration 7Q: 3 clusters Score -376432.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -376524.406250 Penalty: 2635.791016
	Iteration 8Q: 3 clusters Score -376524.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -376634.406250 Penalty: 2635.791016
	Iteration 9Q: 3 clusters Score -376634.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -376719.875000 Penalty: 2635.791016
	Iteration 10Q: 3 clusters Score -376719.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -376802.750000 Penalty: 2635.791016
	Iteration 11Q: 3 clusters Score -376802.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -376847.750000 Penalty: 2635.791016
	Iteration 12Q: 3 clusters Score -376847.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -376881.625000 Penalty: 2635.791016
	Iteration 13Q: 3 clusters Score -376881.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -376910.281250 Penalty: 2635.791016
	Iteration 14Q: 3 clusters Score -376910.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -376928.812500 Penalty: 2635.791016
	Iteration 15Q: 3 clusters Score -376928.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -376940.531250 Penalty: 2635.791016
	Iteration 16Q: 3 clusters Score -376940.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -376946.937500 Penalty: 2635.791016
	Iteration 17Q: 3 clusters Score -376946.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -376953.343750 Penalty: 2635.791016
	Iteration 18Q: 3 clusters Score -376953.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -376955.406250 Penalty: 2635.791016
	Iteration 19Q: 3 clusters Score -376955.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -376957.656250 Penalty: 2635.791016
	Iteration 20F: 3 clusters Score -376957.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -376958.406250 Penalty: 2635.791016
	Iteration 21Q: 3 clusters Score -376958.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -376958.843750 Penalty: 2635.791016
	Iteration 22Q: 3 clusters Score -376958.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -376958.843750 Penalty: 2635.791016
	Iteration 23F: 3 clusters Score -376958.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -382142.343750 Penalty: 1306.100830
	Iteration 0F: 2 clusters Score -382142.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -379382.062500 Penalty: 2612.201660
	Iteration 0F: 3 clusters Score -379382.1 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -380047.812500 Penalty: 2612.201660
	Iteration 1F: 3 clusters Score -380047.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -380193.000000 Penalty: 2612.201660
	Iteration 2F: 3 clusters Score -380193 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -380268.031250 Penalty: 2612.201660
	Iteration 3Q: 3 clusters Score -380268 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -380309.812500 Penalty: 2612.201660
	Iteration 4Q: 3 clusters Score -380309.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -380346.281250 Penalty: 2612.201660
	Iteration 5Q: 3 clusters Score -380346.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -380373.906250 Penalty: 2612.201660
	Iteration 6Q: 3 clusters Score -380373.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -380399.656250 Penalty: 2612.201660
	Iteration 7Q: 3 clusters Score -380399.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -380419.250000 Penalty: 2612.201660
	Iteration 8Q: 3 clusters Score -380419.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -380437.750000 Penalty: 2612.201660
	Iteration 9Q: 3 clusters Score -380437.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -380456.812500 Penalty: 2612.201660
	Iteration 10Q: 3 clusters Score -380456.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -380473.281250 Penalty: 2612.201660
	Iteration 11Q: 3 clusters Score -380473.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -380495.156250 Penalty: 2612.201660
	Iteration 12Q: 3 clusters Score -380495.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -380515.812500 Penalty: 2612.201660
	Iteration 13Q: 3 clusters Score -380515.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -380533.593750 Penalty: 2612.201660
	Iteration 14Q: 3 clusters Score -380533.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -380551.875000 Penalty: 2612.201660
	Iteration 15Q: 3 clusters Score -380551.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -380568.093750 Penalty: 2612.201660
	Iteration 16Q: 3 clusters Score -380568.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -380583.500000 Penalty: 2612.201660
	Iteration 17Q: 3 clusters Score -380583.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -380599.968750 Penalty: 2612.201660
	Iteration 18Q: 3 clusters Score -380600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -380617.062500 Penalty: 2612.201660
	Iteration 19Q: 3 clusters Score -380617.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -380637.062500 Penalty: 2612.201660
	Iteration 20F: 3 clusters Score -380637.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -380654.781250 Penalty: 2612.201660
	Iteration 21Q: 3 clusters Score -380654.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -380670.812500 Penalty: 2612.201660
	Iteration 22Q: 3 clusters Score -380670.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -380682.000000 Penalty: 2612.201660
	Iteration 23Q: 3 clusters Score -380682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -380690.093750 Penalty: 2612.201660
	Iteration 24Q: 3 clusters Score -380690.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -380697.968750 Penalty: 2612.201660
	Iteration 25Q: 3 clusters Score -380698 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -380708.687500 Penalty: 2612.201660
	Iteration 26Q: 3 clusters Score -380708.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -380716.406250 Penalty: 2612.201660
	Iteration 27Q: 3 clusters Score -380716.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -380723.250000 Penalty: 2612.201660
	Iteration 28Q: 3 clusters Score -380723.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -380728.062500 Penalty: 2612.201660
	Iteration 29Q: 3 clusters Score -380728.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -380732.875000 Penalty: 2612.201660
	Iteration 30Q: 3 clusters Score -380732.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -380738.375000 Penalty: 2612.201660
	Iteration 31Q: 3 clusters Score -380738.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -380743.156250 Penalty: 2612.201660
	Iteration 32Q: 3 clusters Score -380743.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -380745.656250 Penalty: 2612.201660
	Iteration 33Q: 3 clusters Score -380745.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -380748.187500 Penalty: 2612.201660
	Iteration 34Q: 3 clusters Score -380748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -380749.656250 Penalty: 2612.201660
	Iteration 35Q: 3 clusters Score -380749.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -380751.437500 Penalty: 2612.201660
	Iteration 36Q: 3 clusters Score -380751.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -380756.406250 Penalty: 2612.201660
	Iteration 37Q: 3 clusters Score -380756.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -380763.375000 Penalty: 2612.201660
	Iteration 38Q: 3 clusters Score -380763.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -380768.531250 Penalty: 2612.201660
	Iteration 39Q: 3 clusters Score -380768.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -380775.500000 Penalty: 2612.201660
	Iteration 40F: 3 clusters Score -380775.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -380779.093750 Penalty: 2612.201660
	Iteration 41Q: 3 clusters Score -380779.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -380782.812500 Penalty: 2612.201660
	Iteration 42Q: 3 clusters Score -380782.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -380787.656250 Penalty: 2612.201660
	Iteration 43Q: 3 clusters Score -380787.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -380792.687500 Penalty: 2612.201660
	Iteration 44Q: 3 clusters Score -380792.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -380795.843750 Penalty: 2612.201660
	Iteration 45Q: 3 clusters Score -380795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -380801.625000 Penalty: 2612.201660
	Iteration 46Q: 3 clusters Score -380801.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -380808.781250 Penalty: 2612.201660
	Iteration 47Q: 3 clusters Score -380808.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -380819.843750 Penalty: 2612.201660
	Iteration 48Q: 3 clusters Score -380819.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -380826.375000 Penalty: 2612.201660
	Iteration 49Q: 3 clusters Score -380826.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -380834.218750 Penalty: 2612.201660
	Iteration 50Q: 3 clusters Score -380834.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -380840.531250 Penalty: 2612.201660
	Iteration 51Q: 3 clusters Score -380840.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -380850.343750 Penalty: 2612.201660
	Iteration 52Q: 3 clusters Score -380850.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -380859.593750 Penalty: 2612.201660
	Iteration 53Q: 3 clusters Score -380859.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -380867.156250 Penalty: 2612.201660
	Iteration 54Q: 3 clusters Score -380867.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -380874.656250 Penalty: 2612.201660
	Iteration 55Q: 3 clusters Score -380874.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -380879.156250 Penalty: 2612.201660
	Iteration 56Q: 3 clusters Score -380879.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -380886.718750 Penalty: 2612.201660
	Iteration 57Q: 3 clusters Score -380886.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -380892.343750 Penalty: 2612.201660
	Iteration 58Q: 3 clusters Score -380892.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -380894.781250 Penalty: 2612.201660
	Iteration 59Q: 3 clusters Score -380894.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -380897.687500 Penalty: 2612.201660
	Iteration 60F: 3 clusters Score -380897.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -380899.312500 Penalty: 2612.201660
	Iteration 61Q: 3 clusters Score -380899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -380901.250000 Penalty: 2612.201660
	Iteration 62Q: 3 clusters Score -380901.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -380905.156250 Penalty: 2612.201660
	Iteration 63Q: 3 clusters Score -380905.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -380909.843750 Penalty: 2612.201660
	Iteration 64Q: 3 clusters Score -380909.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -380913.031250 Penalty: 2612.201660
	Iteration 65Q: 3 clusters Score -380913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -380918.656250 Penalty: 2612.201660
	Iteration 66Q: 3 clusters Score -380918.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -380919.718750 Penalty: 2612.201660
	Iteration 67Q: 3 clusters Score -380919.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -380923.625000 Penalty: 2612.201660
	Iteration 68Q: 3 clusters Score -380923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -380929.375000 Penalty: 2612.201660
	Iteration 69Q: 3 clusters Score -380929.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -380941.781250 Penalty: 2612.201660
	Iteration 70Q: 3 clusters Score -380941.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -380947.312500 Penalty: 2612.201660
	Iteration 71Q: 3 clusters Score -380947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -380949.968750 Penalty: 2612.201660
	Iteration 72Q: 3 clusters Score -380950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -380951.656250 Penalty: 2612.201660
	Iteration 73Q: 3 clusters Score -380951.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -380953.000000 Penalty: 2612.201660
	Iteration 74Q: 3 clusters Score -380953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -380954.375000 Penalty: 2612.201660
	Iteration 75Q: 3 clusters Score -380954.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -380955.437500 Penalty: 2612.201660
	Iteration 76Q: 3 clusters Score -380955.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -380957.156250 Penalty: 2612.201660
	Iteration 77Q: 3 clusters Score -380957.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -380958.406250 Penalty: 2612.201660
	Iteration 78Q: 3 clusters Score -380958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -380959.281250 Penalty: 2612.201660
	Iteration 79Q: 3 clusters Score -380959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -380961.343750 Penalty: 2612.201660
	Iteration 80F: 3 clusters Score -380961.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -380963.093750 Penalty: 2612.201660
	Iteration 81Q: 3 clusters Score -380963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -380963.062500 Penalty: 2612.201660
	Iteration 82Q: 3 clusters Score -380963.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -380963.062500 Penalty: 2612.201660
	Iteration 83F: 3 clusters Score -380963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -196074.437500 Penalty: 1209.119263
	Iteration 0F: 2 clusters Score -196074.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -194168.015625 Penalty: 2418.238525
	Iteration 0F: 3 clusters Score -194168 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -194630.234375 Penalty: 2418.238525
	Iteration 1F: 3 clusters Score -194630.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -194805.390625 Penalty: 2418.238525
	Iteration 2F: 3 clusters Score -194805.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -194951.656250 Penalty: 2418.238525
	Iteration 3F: 3 clusters Score -194951.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -195052.187500 Penalty: 2418.238525
	Iteration 4F: 3 clusters Score -195052.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -195150.484375 Penalty: 2418.238525
	Iteration 5Q: 3 clusters Score -195150.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195226.109375 Penalty: 2418.238525
	Iteration 6Q: 3 clusters Score -195226.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -195288.421875 Penalty: 2418.238525
	Iteration 7Q: 3 clusters Score -195288.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -195333.531250 Penalty: 2418.238525
	Iteration 8Q: 3 clusters Score -195333.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -195356.437500 Penalty: 2418.238525
	Iteration 9Q: 3 clusters Score -195356.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -195380.000000 Penalty: 2418.238525
	Iteration 10Q: 3 clusters Score -195380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -195391.984375 Penalty: 2418.238525
	Iteration 11Q: 3 clusters Score -195392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -195397.546875 Penalty: 2418.238525
	Iteration 12Q: 3 clusters Score -195397.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -195400.453125 Penalty: 2418.238525
	Iteration 13Q: 3 clusters Score -195400.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -195401.296875 Penalty: 2418.238525
	Iteration 14Q: 3 clusters Score -195401.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -195402.015625 Penalty: 2418.238525
	Iteration 15Q: 3 clusters Score -195402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -195402.453125 Penalty: 2418.238525
	Iteration 16Q: 3 clusters Score -195402.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -195402.906250 Penalty: 2418.238525
	Iteration 17Q: 3 clusters Score -195402.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -195402.906250 Penalty: 2418.238525
	Iteration 18F: 3 clusters Score -195402.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Entering Unmasked Estep 
Score: -4241265.500000 Penalty: 1697.515259
	Iteration 0F: 2 clusters Score -4241266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -4218006.000000 Penalty: 3395.030518
	Iteration 0F: 3 clusters Score -4218006 nChanged 16019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -4227160.000000 Penalty: 3395.030518
	Iteration 1F: 3 clusters Score -4227160 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -4227660.500000 Penalty: 3395.030518
	Iteration 2Q: 3 clusters Score -4227660 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -4228250.500000 Penalty: 3395.030518
	Iteration 3Q: 3 clusters Score -4228250 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -4229021.000000 Penalty: 3395.030518
	Iteration 4Q: 3 clusters Score -4229021 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -4230146.000000 Penalty: 3395.030518
	Iteration 5F: 3 clusters Score -4230146 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -4231631.500000 Penalty: 3395.030518
	Iteration 6F: 3 clusters Score -4231632 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -4233478.500000 Penalty: 3395.030518
	Iteration 7F: 3 clusters Score -4233478 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -4235255.000000 Penalty: 3395.030518
	Iteration 8F: 3 clusters Score -4235255 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -4236579.000000 Penalty: 3395.030518
	Iteration 9F: 3 clusters Score -4236579 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4237537.500000 Penalty: 3395.030518
	Iteration 10Q: 3 clusters Score -4237538 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -4238283.500000 Penalty: 3395.030518
	Iteration 11Q: 3 clusters Score -4238284 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4238801.000000 Penalty: 3395.030518
	Iteration 12Q: 3 clusters Score -4238801 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -4239174.500000 Penalty: 3395.030518
	Iteration 13Q: 3 clusters Score -4239174 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33309 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4239418.500000 Penalty: 3395.030518
	Iteration 14Q: 3 clusters Score -4239418 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4239583.500000 Penalty: 3395.030518
	Iteration 15Q: 3 clusters Score -4239584 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4239698.000000 Penalty: 3395.030518
	Iteration 16Q: 3 clusters Score -4239698 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -4239772.000000 Penalty: 3395.030518
	Iteration 17Q: 3 clusters Score -4239772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4239802.000000 Penalty: 3395.030518
	Iteration 18Q: 3 clusters Score -4239802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4239832.500000 Penalty: 3395.030518
	Iteration 19Q: 3 clusters Score -4239832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4239845.000000 Penalty: 3395.030518
	Iteration 20F: 3 clusters Score -4239845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4239853.500000 Penalty: 3395.030518
	Iteration 21Q: 3 clusters Score -4239854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -4239856.500000 Penalty: 3395.030518
	Iteration 22Q: 3 clusters Score -4239856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4239870.000000 Penalty: 3395.030518
	Iteration 23Q: 3 clusters Score -4239870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4239871.500000 Penalty: 3395.030518
	Iteration 24Q: 3 clusters Score -4239872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4239872.500000 Penalty: 3395.030518
	Iteration 25Q: 3 clusters Score -4239872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4239871.000000 Penalty: 3395.030518
	Iteration 26Q: 3 clusters Score -4239871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4239875.500000 Penalty: 3395.030518
	Iteration 27Q: 3 clusters Score -4239876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4239875.500000 Penalty: 3395.030518
	Iteration 28F: 3 clusters Score -4239876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Entering Unmasked Estep 
Score: -1745183.500000 Penalty: 1552.997070
	Iteration 0F: 2 clusters Score -1745184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1735392.000000 Penalty: 3105.994141
	Iteration 0F: 3 clusters Score -1735392 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1738774.250000 Penalty: 3105.994141
	Iteration 1F: 3 clusters Score -1738774 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1739099.250000 Penalty: 3105.994141
	Iteration 2F: 3 clusters Score -1739099 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1739356.250000 Penalty: 3105.994141
	Iteration 3Q: 3 clusters Score -1739356 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1739632.375000 Penalty: 3105.994141
	Iteration 4Q: 3 clusters Score -1739632 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1739951.000000 Penalty: 3105.994141
	Iteration 5Q: 3 clusters Score -1739951 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1740367.500000 Penalty: 3105.994141
	Iteration 6Q: 3 clusters Score -1740368 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1740899.875000 Penalty: 3105.994141
	Iteration 7F: 3 clusters Score -1740900 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1741503.250000 Penalty: 3105.994141
	Iteration 8F: 3 clusters Score -1741503 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1742191.875000 Penalty: 3105.994141
	Iteration 9F: 3 clusters Score -1742192 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1742795.625000 Penalty: 3105.994141
	Iteration 10F: 3 clusters Score -1742796 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1743245.750000 Penalty: 3105.994141
	Iteration 11Q: 3 clusters Score -1743246 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1743501.875000 Penalty: 3105.994141
	Iteration 12Q: 3 clusters Score -1743502 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1743661.250000 Penalty: 3105.994141
	Iteration 13Q: 3 clusters Score -1743661 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1743744.000000 Penalty: 3105.994141
	Iteration 14Q: 3 clusters Score -1743744 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1743779.000000 Penalty: 3105.994141
	Iteration 15Q: 3 clusters Score -1743779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1743797.000000 Penalty: 3105.994141
	Iteration 16Q: 3 clusters Score -1743797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1743819.625000 Penalty: 3105.994141
	Iteration 17Q: 3 clusters Score -1743820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1743828.875000 Penalty: 3105.994141
	Iteration 18Q: 3 clusters Score -1743829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1743833.875000 Penalty: 3105.994141
	Iteration 19Q: 3 clusters Score -1743834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -1743836.625000 Penalty: 3105.994141
	Iteration 20F: 3 clusters Score -1743837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -1743837.250000 Penalty: 3105.994141
	Iteration 21Q: 3 clusters Score -1743837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1743839.500000 Penalty: 3105.994141
	Iteration 22Q: 3 clusters Score -1743840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1743841.250000 Penalty: 3105.994141
	Iteration 23Q: 3 clusters Score -1743841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -1743843.125000 Penalty: 3105.994141
	Iteration 24Q: 3 clusters Score -1743843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1743842.875000 Penalty: 3105.994141
	Iteration 25Q: 3 clusters Score -1743843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1743844.000000 Penalty: 3105.994141
	Iteration 26Q: 3 clusters Score -1743844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -1743844.000000 Penalty: 3105.994141
	Iteration 27F: 3 clusters Score -1743844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Entering Unmasked Estep 
Score: -1851041.375000 Penalty: 1563.141479
	Iteration 0F: 2 clusters Score -1851041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1840640.000000 Penalty: 3126.282959
	Iteration 0F: 3 clusters Score -1840640 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1844304.500000 Penalty: 3126.282959
	Iteration 1F: 3 clusters Score -1844304 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1844621.875000 Penalty: 3126.282959
	Iteration 2F: 3 clusters Score -1844622 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1844900.750000 Penalty: 3126.282959
	Iteration 3Q: 3 clusters Score -1844901 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1845179.750000 Penalty: 3126.282959
	Iteration 4Q: 3 clusters Score -1845180 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1845434.875000 Penalty: 3126.282959
	Iteration 5Q: 3 clusters Score -1845435 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1845680.875000 Penalty: 3126.282959
	Iteration 6Q: 3 clusters Score -1845681 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1845968.375000 Penalty: 3126.282959
	Iteration 7Q: 3 clusters Score -1845968 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1846296.875000 Penalty: 3126.282959
	Iteration 8Q: 3 clusters Score -1846297 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1846685.625000 Penalty: 3126.282959
	Iteration 9Q: 3 clusters Score -1846686 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1847171.250000 Penalty: 3126.282959
	Iteration 10Q: 3 clusters Score -1847171 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1847638.750000 Penalty: 3126.282959
	Iteration 11Q: 3 clusters Score -1847639 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1847999.375000 Penalty: 3126.282959
	Iteration 12Q: 3 clusters Score -1847999 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1848254.250000 Penalty: 3126.282959
	Iteration 13Q: 3 clusters Score -1848254 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1848477.000000 Penalty: 3126.282959
	Iteration 14Q: 3 clusters Score -1848477 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1848648.000000 Penalty: 3126.282959
	Iteration 15Q: 3 clusters Score -1848648 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1848797.375000 Penalty: 3126.282959
	Iteration 16Q: 3 clusters Score -1848797 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1848917.125000 Penalty: 3126.282959
	Iteration 17Q: 3 clusters Score -1848917 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1849024.375000 Penalty: 3126.282959
	Iteration 18Q: 3 clusters Score -1849024 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1849125.000000 Penalty: 3126.282959
	Iteration 19Q: 3 clusters Score -1849125 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1849244.875000 Penalty: 3126.282959
	Iteration 20F: 3 clusters Score -1849245 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1849347.125000 Penalty: 3126.282959
	Iteration 21Q: 3 clusters Score -1849347 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1849440.250000 Penalty: 3126.282959
	Iteration 22Q: 3 clusters Score -1849440 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1849521.875000 Penalty: 3126.282959
	Iteration 23Q: 3 clusters Score -1849522 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1849602.375000 Penalty: 3126.282959
	Iteration 24Q: 3 clusters Score -1849602 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1849671.375000 Penalty: 3126.282959
	Iteration 25Q: 3 clusters Score -1849671 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1849714.750000 Penalty: 3126.282959
	Iteration 26Q: 3 clusters Score -1849715 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1849757.625000 Penalty: 3126.282959
	Iteration 27Q: 3 clusters Score -1849758 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1849795.250000 Penalty: 3126.282959
	Iteration 28Q: 3 clusters Score -1849795 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1849831.500000 Penalty: 3126.282959
	Iteration 29Q: 3 clusters Score -1849832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1849856.000000 Penalty: 3126.282959
	Iteration 30Q: 3 clusters Score -1849856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1849877.875000 Penalty: 3126.282959
	Iteration 31Q: 3 clusters Score -1849878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1849888.750000 Penalty: 3126.282959
	Iteration 32Q: 3 clusters Score -1849889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1849895.750000 Penalty: 3126.282959
	Iteration 33Q: 3 clusters Score -1849896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1849901.750000 Penalty: 3126.282959
	Iteration 34Q: 3 clusters Score -1849902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1849902.625000 Penalty: 3126.282959
	Iteration 35Q: 3 clusters Score -1849903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1849910.125000 Penalty: 3126.282959
	Iteration 36Q: 3 clusters Score -1849910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1849914.875000 Penalty: 3126.282959
	Iteration 37Q: 3 clusters Score -1849915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1849922.000000 Penalty: 3126.282959
	Iteration 38Q: 3 clusters Score -1849922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1849919.125000 Penalty: 3126.282959
	Iteration 39Q: 3 clusters Score -1849919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1849923.750000 Penalty: 3126.282959
	Iteration 40F: 3 clusters Score -1849924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1849924.375000 Penalty: 3126.282959
	Iteration 41Q: 3 clusters Score -1849924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1849923.125000 Penalty: 3126.282959
	Iteration 42Q: 3 clusters Score -1849923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1849923.875000 Penalty: 3126.282959
	Iteration 43Q: 3 clusters Score -1849924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1849923.875000 Penalty: 3126.282959
	Iteration 44F: 3 clusters Score -1849924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Entering Unmasked Estep 
Score: -3509894.250000 Penalty: 1665.121216
	Iteration 0F: 2 clusters Score -3509894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3490766.000000 Penalty: 3330.242432
	Iteration 0F: 3 clusters Score -3490766 nChanged 13076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -3498224.750000 Penalty: 3330.242432
	Iteration 1F: 3 clusters Score -3498225 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -3498663.000000 Penalty: 3330.242432
	Iteration 2Q: 3 clusters Score -3498663 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3499109.250000 Penalty: 3330.242432
	Iteration 3Q: 3 clusters Score -3499109 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3499535.000000 Penalty: 3330.242432
	Iteration 4Q: 3 clusters Score -3499535 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -3499956.250000 Penalty: 3330.242432
	Iteration 5Q: 3 clusters Score -3499956 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3500380.000000 Penalty: 3330.242432
	Iteration 6Q: 3 clusters Score -3500380 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3500810.000000 Penalty: 3330.242432
	Iteration 7Q: 3 clusters Score -3500810 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3501261.250000 Penalty: 3330.242432
	Iteration 8Q: 3 clusters Score -3501261 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3501701.000000 Penalty: 3330.242432
	Iteration 9Q: 3 clusters Score -3501701 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -3502183.500000 Penalty: 3330.242432
	Iteration 10Q: 3 clusters Score -3502184 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -3502647.500000 Penalty: 3330.242432
	Iteration 11Q: 3 clusters Score -3502648 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -3503116.000000 Penalty: 3330.242432
	Iteration 12Q: 3 clusters Score -3503116 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3503647.250000 Penalty: 3330.242432
	Iteration 13Q: 3 clusters Score -3503647 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3504223.250000 Penalty: 3330.242432
	Iteration 14Q: 3 clusters Score -3504223 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3504840.750000 Penalty: 3330.242432
	Iteration 15Q: 3 clusters Score -3504841 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -3505465.000000 Penalty: 3330.242432
	Iteration 16Q: 3 clusters Score -3505465 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -3506135.250000 Penalty: 3330.242432
	Iteration 17Q: 3 clusters Score -3506135 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -3506755.750000 Penalty: 3330.242432
	Iteration 18Q: 3 clusters Score -3506756 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3507313.000000 Penalty: 3330.242432
	Iteration 19Q: 3 clusters Score -3507313 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -3507772.500000 Penalty: 3330.242432
	Iteration 20F: 3 clusters Score -3507772 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3508065.750000 Penalty: 3330.242432
	Iteration 21Q: 3 clusters Score -3508066 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3508204.750000 Penalty: 3330.242432
	Iteration 22Q: 3 clusters Score -3508205 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -3508315.750000 Penalty: 3330.242432
	Iteration 23Q: 3 clusters Score -3508316 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -3508378.500000 Penalty: 3330.242432
	Iteration 24Q: 3 clusters Score -3508378 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3508437.500000 Penalty: 3330.242432
	Iteration 25Q: 3 clusters Score -3508438 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3508473.750000 Penalty: 3330.242432
	Iteration 26Q: 3 clusters Score -3508474 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3508510.000000 Penalty: 3330.242432
	Iteration 27Q: 3 clusters Score -3508510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3508531.500000 Penalty: 3330.242432
	Iteration 28Q: 3 clusters Score -3508532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3508541.750000 Penalty: 3330.242432
	Iteration 29Q: 3 clusters Score -3508542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -3508553.000000 Penalty: 3330.242432
	Iteration 30Q: 3 clusters Score -3508553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -3508564.250000 Penalty: 3330.242432
	Iteration 31Q: 3 clusters Score -3508564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3508567.000000 Penalty: 3330.242432
	Iteration 32Q: 3 clusters Score -3508567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3508580.000000 Penalty: 3330.242432
	Iteration 33Q: 3 clusters Score -3508580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -3508598.500000 Penalty: 3330.242432
	Iteration 34Q: 3 clusters Score -3508598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -3508620.750000 Penalty: 3330.242432
	Iteration 35Q: 3 clusters Score -3508621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3508633.750000 Penalty: 3330.242432
	Iteration 36Q: 3 clusters Score -3508634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3508637.750000 Penalty: 3330.242432
	Iteration 37Q: 3 clusters Score -3508638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -3508644.000000 Penalty: 3330.242432
	Iteration 38Q: 3 clusters Score -3508644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -3508649.750000 Penalty: 3330.242432
	Iteration 39Q: 3 clusters Score -3508650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 27815 members 
Entering Unmasked Estep 
Score: -3508646.250000 Penalty: 3330.242432
	Iteration 40F: 3 clusters Score -3508646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -3508650.250000 Penalty: 3330.242432
	Iteration 41Q: 3 clusters Score -3508650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3508655.500000 Penalty: 3330.242432
	Iteration 42Q: 3 clusters Score -3508656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3508659.000000 Penalty: 3330.242432
	Iteration 43Q: 3 clusters Score -3508659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3508658.750000 Penalty: 3330.242432
	Iteration 44Q: 3 clusters Score -3508659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3508667.250000 Penalty: 3330.242432
	Iteration 45Q: 3 clusters Score -3508667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3508671.750000 Penalty: 3330.242432
	Iteration 46Q: 3 clusters Score -3508672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3508683.500000 Penalty: 3330.242432
	Iteration 47Q: 3 clusters Score -3508684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3508690.500000 Penalty: 3330.242432
	Iteration 48Q: 3 clusters Score -3508690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3508693.750000 Penalty: 3330.242432
	Iteration 49Q: 3 clusters Score -3508694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3508696.000000 Penalty: 3330.242432
	Iteration 50Q: 3 clusters Score -3508696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3508696.750000 Penalty: 3330.242432
	Iteration 51Q: 3 clusters Score -3508697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3508696.500000 Penalty: 3330.242432
	Iteration 52Q: 3 clusters Score -3508696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3508695.500000 Penalty: 3330.242432
	Iteration 53Q: 3 clusters Score -3508696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3508695.500000 Penalty: 3330.242432
	Iteration 54F: 3 clusters Score -3508696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -210728.500000 Penalty: 1209.880371
	Iteration 0F: 2 clusters Score -210728.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -208775.937500 Penalty: 2419.760742
	Iteration 0F: 3 clusters Score -208775.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -209156.796875 Penalty: 2419.760742
	Iteration 1F: 3 clusters Score -209156.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -209274.765625 Penalty: 2419.760742
	Iteration 2F: 3 clusters Score -209274.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -209347.875000 Penalty: 2419.760742
	Iteration 3F: 3 clusters Score -209347.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -209392.062500 Penalty: 2419.760742
	Iteration 4Q: 3 clusters Score -209392.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -209406.656250 Penalty: 2419.760742
	Iteration 5Q: 3 clusters Score -209406.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -209416.265625 Penalty: 2419.760742
	Iteration 6Q: 3 clusters Score -209416.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -209427.343750 Penalty: 2419.760742
	Iteration 7Q: 3 clusters Score -209427.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -209433.156250 Penalty: 2419.760742
	Iteration 8Q: 3 clusters Score -209433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -209436.109375 Penalty: 2419.760742
	Iteration 9Q: 3 clusters Score -209436.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -209440.078125 Penalty: 2419.760742
	Iteration 10Q: 3 clusters Score -209440.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -209444.765625 Penalty: 2419.760742
	Iteration 11Q: 3 clusters Score -209444.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -209452.078125 Penalty: 2419.760742
	Iteration 12Q: 3 clusters Score -209452.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -209456.156250 Penalty: 2419.760742
	Iteration 13Q: 3 clusters Score -209456.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -209462.406250 Penalty: 2419.760742
	Iteration 14Q: 3 clusters Score -209462.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -209466.453125 Penalty: 2419.760742
	Iteration 15Q: 3 clusters Score -209466.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -209472.796875 Penalty: 2419.760742
	Iteration 16Q: 3 clusters Score -209472.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -209484.359375 Penalty: 2419.760742
	Iteration 17Q: 3 clusters Score -209484.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -209489.531250 Penalty: 2419.760742
	Iteration 18Q: 3 clusters Score -209489.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -209496.203125 Penalty: 2419.760742
	Iteration 19Q: 3 clusters Score -209496.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -209501.750000 Penalty: 2419.760742
	Iteration 20F: 3 clusters Score -209501.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -209507.593750 Penalty: 2419.760742
	Iteration 21Q: 3 clusters Score -209507.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -209510.484375 Penalty: 2419.760742
	Iteration 22Q: 3 clusters Score -209510.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -209512.953125 Penalty: 2419.760742
	Iteration 23Q: 3 clusters Score -209513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -209514.562500 Penalty: 2419.760742
	Iteration 24Q: 3 clusters Score -209514.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -209515.750000 Penalty: 2419.760742
	Iteration 25Q: 3 clusters Score -209515.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -209515.921875 Penalty: 2419.760742
	Iteration 26Q: 3 clusters Score -209515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -209516.531250 Penalty: 2419.760742
	Iteration 27Q: 3 clusters Score -209516.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -209516.531250 Penalty: 2419.760742
	Iteration 28F: 3 clusters Score -209516.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -224878.078125 Penalty: 1226.811523
	Iteration 0F: 2 clusters Score -224878.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -222867.500000 Penalty: 2453.623047
	Iteration 0F: 3 clusters Score -222867.5 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -223415.500000 Penalty: 2453.623047
	Iteration 1F: 3 clusters Score -223415.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -223662.312500 Penalty: 2453.623047
	Iteration 2F: 3 clusters Score -223662.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -223826.125000 Penalty: 2453.623047
	Iteration 3F: 3 clusters Score -223826.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -223922.250000 Penalty: 2453.623047
	Iteration 4F: 3 clusters Score -223922.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -223992.359375 Penalty: 2453.623047
	Iteration 5Q: 3 clusters Score -223992.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -224030.593750 Penalty: 2453.623047
	Iteration 6Q: 3 clusters Score -224030.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -224049.734375 Penalty: 2453.623047
	Iteration 7Q: 3 clusters Score -224049.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -224062.750000 Penalty: 2453.623047
	Iteration 8Q: 3 clusters Score -224062.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -224070.203125 Penalty: 2453.623047
	Iteration 9Q: 3 clusters Score -224070.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -224074.906250 Penalty: 2453.623047
	Iteration 10Q: 3 clusters Score -224074.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -224077.656250 Penalty: 2453.623047
	Iteration 11Q: 3 clusters Score -224077.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -224079.296875 Penalty: 2453.623047
	Iteration 12Q: 3 clusters Score -224079.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -224082.437500 Penalty: 2453.623047
	Iteration 13Q: 3 clusters Score -224082.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -224083.062500 Penalty: 2453.623047
	Iteration 14Q: 3 clusters Score -224083.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -224083.046875 Penalty: 2453.623047
	Iteration 15Q: 3 clusters Score -224083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -224083.046875 Penalty: 2453.623047
	Iteration 16F: 3 clusters Score -224083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Entering Unmasked Estep 
Score: -1254732.625000 Penalty: 1497.878418
	Iteration 0F: 2 clusters Score -1254733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1247500.250000 Penalty: 2995.756836
	Iteration 0F: 3 clusters Score -1247500 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1249877.000000 Penalty: 2995.756836
	Iteration 1F: 3 clusters Score -1249877 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1250193.250000 Penalty: 2995.756836
	Iteration 2F: 3 clusters Score -1250193 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1250499.000000 Penalty: 2995.756836
	Iteration 3F: 3 clusters Score -1250499 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1250823.500000 Penalty: 2995.756836
	Iteration 4F: 3 clusters Score -1250824 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1251219.375000 Penalty: 2995.756836
	Iteration 5F: 3 clusters Score -1251219 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1251675.000000 Penalty: 2995.756836
	Iteration 6F: 3 clusters Score -1251675 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1252052.875000 Penalty: 2995.756836
	Iteration 7F: 3 clusters Score -1252053 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1252367.000000 Penalty: 2995.756836
	Iteration 8F: 3 clusters Score -1252367 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1252613.125000 Penalty: 2995.756836
	Iteration 9Q: 3 clusters Score -1252613 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1252820.375000 Penalty: 2995.756836
	Iteration 10Q: 3 clusters Score -1252820 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1253000.625000 Penalty: 2995.756836
	Iteration 11Q: 3 clusters Score -1253001 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1253156.875000 Penalty: 2995.756836
	Iteration 12Q: 3 clusters Score -1253157 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1253277.625000 Penalty: 2995.756836
	Iteration 13Q: 3 clusters Score -1253278 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1253375.250000 Penalty: 2995.756836
	Iteration 14Q: 3 clusters Score -1253375 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1253436.250000 Penalty: 2995.756836
	Iteration 15Q: 3 clusters Score -1253436 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1253484.125000 Penalty: 2995.756836
	Iteration 16Q: 3 clusters Score -1253484 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -1253520.250000 Penalty: 2995.756836
	Iteration 17Q: 3 clusters Score -1253520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1253540.125000 Penalty: 2995.756836
	Iteration 18Q: 3 clusters Score -1253540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1253554.000000 Penalty: 2995.756836
	Iteration 19Q: 3 clusters Score -1253554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1253556.875000 Penalty: 2995.756836
	Iteration 20F: 3 clusters Score -1253557 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1253570.375000 Penalty: 2995.756836
	Iteration 21Q: 3 clusters Score -1253570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1253575.375000 Penalty: 2995.756836
	Iteration 22Q: 3 clusters Score -1253575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1253580.750000 Penalty: 2995.756836
	Iteration 23Q: 3 clusters Score -1253581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1253588.125000 Penalty: 2995.756836
	Iteration 24Q: 3 clusters Score -1253588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1253588.500000 Penalty: 2995.756836
	Iteration 25Q: 3 clusters Score -1253588 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1253595.500000 Penalty: 2995.756836
	Iteration 26Q: 3 clusters Score -1253596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1253598.875000 Penalty: 2995.756836
	Iteration 27Q: 3 clusters Score -1253599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1253604.125000 Penalty: 2995.756836
	Iteration 28Q: 3 clusters Score -1253604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1253603.875000 Penalty: 2995.756836
	Iteration 29Q: 3 clusters Score -1253604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1253606.250000 Penalty: 2995.756836
	Iteration 30Q: 3 clusters Score -1253606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1253608.500000 Penalty: 2995.756836
	Iteration 31Q: 3 clusters Score -1253608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1253610.125000 Penalty: 2995.756836
	Iteration 32Q: 3 clusters Score -1253610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1253611.250000 Penalty: 2995.756836
	Iteration 33Q: 3 clusters Score -1253611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1253614.375000 Penalty: 2995.756836
	Iteration 34Q: 3 clusters Score -1253614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1253613.500000 Penalty: 2995.756836
	Iteration 35Q: 3 clusters Score -1253614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1253616.500000 Penalty: 2995.756836
	Iteration 36Q: 3 clusters Score -1253616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1253615.375000 Penalty: 2995.756836
	Iteration 37Q: 3 clusters Score -1253615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -1253617.625000 Penalty: 2995.756836
	Iteration 38Q: 3 clusters Score -1253618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1253616.750000 Penalty: 2995.756836
	Iteration 39Q: 3 clusters Score -1253617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1253617.750000 Penalty: 2995.756836
	Iteration 40F: 3 clusters Score -1253618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45706 members 
Entering Unmasked Estep 
Score: -5629354.000000 Penalty: 1743.622559
	Iteration 0F: 2 clusters Score -5629354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -5598677.000000 Penalty: 3487.245117
	Iteration 0F: 3 clusters Score -5598677 nChanged 21433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -5611001.500000 Penalty: 3487.245117
	Iteration 1F: 3 clusters Score -5611002 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -5611869.500000 Penalty: 3487.245117
	Iteration 2Q: 3 clusters Score -5611870 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -5612941.500000 Penalty: 3487.245117
	Iteration 3Q: 3 clusters Score -5612942 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -5614386.000000 Penalty: 3487.245117
	Iteration 4F: 3 clusters Score -5614386 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -5616343.000000 Penalty: 3487.245117
	Iteration 5F: 3 clusters Score -5616343 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -5618821.500000 Penalty: 3487.245117
	Iteration 6F: 3 clusters Score -5618822 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -5621334.500000 Penalty: 3487.245117
	Iteration 7F: 3 clusters Score -5621334 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -5623354.500000 Penalty: 3487.245117
	Iteration 8F: 3 clusters Score -5623354 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -5624622.000000 Penalty: 3487.245117
	Iteration 9Q: 3 clusters Score -5624622 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -5625297.000000 Penalty: 3487.245117
	Iteration 10Q: 3 clusters Score -5625297 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -5625640.500000 Penalty: 3487.245117
	Iteration 11Q: 3 clusters Score -5625640 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -5625866.000000 Penalty: 3487.245117
	Iteration 12Q: 3 clusters Score -5625866 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -5626073.500000 Penalty: 3487.245117
	Iteration 13Q: 3 clusters Score -5626074 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -5626149.500000 Penalty: 3487.245117
	Iteration 14Q: 3 clusters Score -5626150 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -5626241.000000 Penalty: 3487.245117
	Iteration 15Q: 3 clusters Score -5626241 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -5626246.500000 Penalty: 3487.245117
	Iteration 16Q: 3 clusters Score -5626246 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -5626286.500000 Penalty: 3487.245117
	Iteration 17Q: 3 clusters Score -5626286 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -5626327.000000 Penalty: 3487.245117
	Iteration 18Q: 3 clusters Score -5626327 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -5626369.000000 Penalty: 3487.245117
	Iteration 19Q: 3 clusters Score -5626369 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -5626388.000000 Penalty: 3487.245117
	Iteration 20F: 3 clusters Score -5626388 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -5626429.000000 Penalty: 3487.245117
	Iteration 21Q: 3 clusters Score -5626429 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -5626432.500000 Penalty: 3487.245117
	Iteration 22Q: 3 clusters Score -5626432 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -5626440.500000 Penalty: 3487.245117
	Iteration 23Q: 3 clusters Score -5626440 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -5626455.000000 Penalty: 3487.245117
	Iteration 24Q: 3 clusters Score -5626455 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -5626475.000000 Penalty: 3487.245117
	Iteration 25Q: 3 clusters Score -5626475 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -5626490.000000 Penalty: 3487.245117
	Iteration 26Q: 3 clusters Score -5626490 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -5626507.000000 Penalty: 3487.245117
	Iteration 27Q: 3 clusters Score -5626507 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -5626506.000000 Penalty: 3487.245117
	Iteration 28Q: 3 clusters Score -5626506 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -5626534.500000 Penalty: 3487.245117
	Iteration 29Q: 3 clusters Score -5626534 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -5626549.500000 Penalty: 3487.245117
	Iteration 30Q: 3 clusters Score -5626550 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -5626550.000000 Penalty: 3487.245117
	Iteration 31Q: 3 clusters Score -5626550 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -5626566.500000 Penalty: 3487.245117
	Iteration 32Q: 3 clusters Score -5626566 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -5626590.500000 Penalty: 3487.245117
	Iteration 33Q: 3 clusters Score -5626590 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -5626611.500000 Penalty: 3487.245117
	Iteration 34Q: 3 clusters Score -5626612 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -5626608.500000 Penalty: 3487.245117
	Iteration 35Q: 3 clusters Score -5626608 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35547 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -5626600.500000 Penalty: 3487.245117
	Iteration 36Q: 3 clusters Score -5626600 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -5626622.000000 Penalty: 3487.245117
	Iteration 37Q: 3 clusters Score -5626622 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -5626628.000000 Penalty: 3487.245117
	Iteration 38Q: 3 clusters Score -5626628 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -5626666.500000 Penalty: 3487.245117
	Iteration 39Q: 3 clusters Score -5626666 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -5626666.500000 Penalty: 3487.245117
	Iteration 40F: 3 clusters Score -5626666 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -5626693.000000 Penalty: 3487.245117
	Iteration 41Q: 3 clusters Score -5626693 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -5626708.000000 Penalty: 3487.245117
	Iteration 42Q: 3 clusters Score -5626708 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -5626711.500000 Penalty: 3487.245117
	Iteration 43Q: 3 clusters Score -5626712 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -5626731.500000 Penalty: 3487.245117
	Iteration 44Q: 3 clusters Score -5626732 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -5626756.500000 Penalty: 3487.245117
	Iteration 45Q: 3 clusters Score -5626756 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -5626792.500000 Penalty: 3487.245117
	Iteration 46Q: 3 clusters Score -5626792 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -5626821.000000 Penalty: 3487.245117
	Iteration 47Q: 3 clusters Score -5626821 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37266 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -5626849.000000 Penalty: 3487.245117
	Iteration 48Q: 3 clusters Score -5626849 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -5626870.000000 Penalty: 3487.245117
	Iteration 49Q: 3 clusters Score -5626870 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -5626890.500000 Penalty: 3487.245117
	Iteration 50Q: 3 clusters Score -5626890 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -5626917.000000 Penalty: 3487.245117
	Iteration 51Q: 3 clusters Score -5626917 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -5626914.500000 Penalty: 3487.245117
	Iteration 52Q: 3 clusters Score -5626914 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -5626974.500000 Penalty: 3487.245117
	Iteration 53Q: 3 clusters Score -5626974 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -5627024.500000 Penalty: 3487.245117
	Iteration 54Q: 3 clusters Score -5627024 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -5627034.000000 Penalty: 3487.245117
	Iteration 55Q: 3 clusters Score -5627034 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -5627090.500000 Penalty: 3487.245117
	Iteration 56Q: 3 clusters Score -5627090 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -5627126.000000 Penalty: 3487.245117
	Iteration 57Q: 3 clusters Score -5627126 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -5627165.000000 Penalty: 3487.245117
	Iteration 58Q: 3 clusters Score -5627165 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -5627202.500000 Penalty: 3487.245117
	Iteration 59Q: 3 clusters Score -5627202 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -5627212.000000 Penalty: 3487.245117
	Iteration 60F: 3 clusters Score -5627212 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -5627241.000000 Penalty: 3487.245117
	Iteration 61Q: 3 clusters Score -5627241 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -5627291.000000 Penalty: 3487.245117
	Iteration 62Q: 3 clusters Score -5627291 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -5627324.500000 Penalty: 3487.245117
	Iteration 63Q: 3 clusters Score -5627324 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -5627352.000000 Penalty: 3487.245117
	Iteration 64Q: 3 clusters Score -5627352 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -5627408.000000 Penalty: 3487.245117
	Iteration 65Q: 3 clusters Score -5627408 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -5627457.500000 Penalty: 3487.245117
	Iteration 66Q: 3 clusters Score -5627458 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -5627491.500000 Penalty: 3487.245117
	Iteration 67Q: 3 clusters Score -5627492 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -5627578.000000 Penalty: 3487.245117
	Iteration 68Q: 3 clusters Score -5627578 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -5627648.000000 Penalty: 3487.245117
	Iteration 69Q: 3 clusters Score -5627648 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -5627712.500000 Penalty: 3487.245117
	Iteration 70Q: 3 clusters Score -5627712 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -5627801.500000 Penalty: 3487.245117
	Iteration 71Q: 3 clusters Score -5627802 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -5627857.500000 Penalty: 3487.245117
	Iteration 72Q: 3 clusters Score -5627858 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -5627897.500000 Penalty: 3487.245117
	Iteration 73Q: 3 clusters Score -5627898 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -5627927.500000 Penalty: 3487.245117
	Iteration 74Q: 3 clusters Score -5627928 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -5627950.000000 Penalty: 3487.245117
	Iteration 75Q: 3 clusters Score -5627950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -5627975.000000 Penalty: 3487.245117
	Iteration 76Q: 3 clusters Score -5627975 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -5627982.500000 Penalty: 3487.245117
	Iteration 77Q: 3 clusters Score -5627982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5628011.500000 Penalty: 3487.245117
	Iteration 78Q: 3 clusters Score -5628012 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -5628017.500000 Penalty: 3487.245117
	Iteration 79Q: 3 clusters Score -5628018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -5628033.500000 Penalty: 3487.245117
	Iteration 80F: 3 clusters Score -5628034 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5628039.500000 Penalty: 3487.245117
	Iteration 81Q: 3 clusters Score -5628040 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5628058.000000 Penalty: 3487.245117
	Iteration 82Q: 3 clusters Score -5628058 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5628078.000000 Penalty: 3487.245117
	Iteration 83Q: 3 clusters Score -5628078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5628094.500000 Penalty: 3487.245117
	Iteration 84Q: 3 clusters Score -5628094 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -5628106.000000 Penalty: 3487.245117
	Iteration 85Q: 3 clusters Score -5628106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5628127.000000 Penalty: 3487.245117
	Iteration 86Q: 3 clusters Score -5628127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5628133.500000 Penalty: 3487.245117
	Iteration 87Q: 3 clusters Score -5628134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -5628149.000000 Penalty: 3487.245117
	Iteration 88Q: 3 clusters Score -5628149 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -5628166.000000 Penalty: 3487.245117
	Iteration 89Q: 3 clusters Score -5628166 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5628177.500000 Penalty: 3487.245117
	Iteration 90Q: 3 clusters Score -5628178 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5628180.500000 Penalty: 3487.245117
	Iteration 91Q: 3 clusters Score -5628180 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5628184.500000 Penalty: 3487.245117
	Iteration 92Q: 3 clusters Score -5628184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5628185.500000 Penalty: 3487.245117
	Iteration 93Q: 3 clusters Score -5628186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5628195.000000 Penalty: 3487.245117
	Iteration 94Q: 3 clusters Score -5628195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5628198.000000 Penalty: 3487.245117
	Iteration 95Q: 3 clusters Score -5628198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -5628197.000000 Penalty: 3487.245117
	Iteration 96Q: 3 clusters Score -5628197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5628198.000000 Penalty: 3487.245117
	Iteration 97Q: 3 clusters Score -5628198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -5628207.000000 Penalty: 3487.245117
	Iteration 98Q: 3 clusters Score -5628207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5628206.500000 Penalty: 3487.245117
	Iteration 99Q: 3 clusters Score -5628206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -5628212.000000 Penalty: 3487.245117
	Iteration 100F: 3 clusters Score -5628212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5628204.000000 Penalty: 3487.245117
	Iteration 101Q: 3 clusters Score -5628204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -5628213.000000 Penalty: 3487.245117
	Iteration 102Q: 3 clusters Score -5628213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5628211.000000 Penalty: 3487.245117
	Iteration 103Q: 3 clusters Score -5628211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -5628203.500000 Penalty: 3487.245117
	Iteration 104Q: 3 clusters Score -5628204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5628207.500000 Penalty: 3487.245117
	Iteration 105Q: 3 clusters Score -5628208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5628206.500000 Penalty: 3487.245117
	Iteration 106Q: 3 clusters Score -5628206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5628212.500000 Penalty: 3487.245117
	Iteration 107Q: 3 clusters Score -5628212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5628215.000000 Penalty: 3487.245117
	Iteration 108Q: 3 clusters Score -5628215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5628214.000000 Penalty: 3487.245117
	Iteration 109Q: 3 clusters Score -5628214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5628211.000000 Penalty: 3487.245117
	Iteration 110Q: 3 clusters Score -5628211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5628209.000000 Penalty: 3487.245117
	Iteration 111Q: 3 clusters Score -5628209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5628209.000000 Penalty: 3487.245117
	Iteration 112Q: 3 clusters Score -5628209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5628208.500000 Penalty: 3487.245117
	Iteration 113Q: 3 clusters Score -5628208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5628213.500000 Penalty: 3487.245117
	Iteration 114Q: 3 clusters Score -5628214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5628211.500000 Penalty: 3487.245117
	Iteration 115Q: 3 clusters Score -5628212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -5628225.000000 Penalty: 3487.245117
	Iteration 116Q: 3 clusters Score -5628225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5628220.000000 Penalty: 3487.245117
	Iteration 117Q: 3 clusters Score -5628220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5628226.500000 Penalty: 3487.245117
	Iteration 118Q: 3 clusters Score -5628226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5628223.500000 Penalty: 3487.245117
	Iteration 119Q: 3 clusters Score -5628224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5628223.000000 Penalty: 3487.245117
	Iteration 120F: 3 clusters Score -5628223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -158488.265625 Penalty: 1166.885010
	Iteration 0F: 2 clusters Score -158488.3 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 675 members 
Entering Unmasked Estep 
Score: -156850.046875 Penalty: 2333.770020
	Iteration 0F: 3 clusters Score -156850 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -157142.343750 Penalty: 2333.770020
	Iteration 1F: 3 clusters Score -157142.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -157215.015625 Penalty: 2333.770020
	Iteration 2F: 3 clusters Score -157215 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -157247.468750 Penalty: 2333.770020
	Iteration 3Q: 3 clusters Score -157247.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -157262.953125 Penalty: 2333.770020
	Iteration 4Q: 3 clusters Score -157263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -157274.968750 Penalty: 2333.770020
	Iteration 5Q: 3 clusters Score -157275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157287.968750 Penalty: 2333.770020
	Iteration 6Q: 3 clusters Score -157288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -157296.750000 Penalty: 2333.770020
	Iteration 7Q: 3 clusters Score -157296.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -157303.906250 Penalty: 2333.770020
	Iteration 8Q: 3 clusters Score -157303.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -157310.453125 Penalty: 2333.770020
	Iteration 9Q: 3 clusters Score -157310.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -157318.968750 Penalty: 2333.770020
	Iteration 10Q: 3 clusters Score -157319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -157330.453125 Penalty: 2333.770020
	Iteration 11Q: 3 clusters Score -157330.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -157342.156250 Penalty: 2333.770020
	Iteration 12Q: 3 clusters Score -157342.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -157348.765625 Penalty: 2333.770020
	Iteration 13Q: 3 clusters Score -157348.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -157352.859375 Penalty: 2333.770020
	Iteration 14Q: 3 clusters Score -157352.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -157355.390625 Penalty: 2333.770020
	Iteration 15Q: 3 clusters Score -157355.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -157357.828125 Penalty: 2333.770020
	Iteration 16Q: 3 clusters Score -157357.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -157358.515625 Penalty: 2333.770020
	Iteration 17Q: 3 clusters Score -157358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -157359.578125 Penalty: 2333.770020
	Iteration 18Q: 3 clusters Score -157359.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -157361.031250 Penalty: 2333.770020
	Iteration 19Q: 3 clusters Score -157361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -157361.250000 Penalty: 2333.770020
	Iteration 20F: 3 clusters Score -157361.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -157362.359375 Penalty: 2333.770020
	Iteration 21Q: 3 clusters Score -157362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -157364.296875 Penalty: 2333.770020
	Iteration 22Q: 3 clusters Score -157364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -157367.281250 Penalty: 2333.770020
	Iteration 23Q: 3 clusters Score -157367.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -157371.687500 Penalty: 2333.770020
	Iteration 24Q: 3 clusters Score -157371.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -157371.687500 Penalty: 2333.770020
	Iteration 25F: 3 clusters Score -157371.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Entering Unmasked Estep 
Score: -315525.625000 Penalty: 1280.569336
	Iteration 0F: 2 clusters Score -315525.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -313059.812500 Penalty: 2561.138672
	Iteration 0F: 3 clusters Score -313059.8 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -313677.500000 Penalty: 2561.138672
	Iteration 1F: 3 clusters Score -313677.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -313864.781250 Penalty: 2561.138672
	Iteration 2F: 3 clusters Score -313864.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -314041.718750 Penalty: 2561.138672
	Iteration 3F: 3 clusters Score -314041.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -314203.031250 Penalty: 2561.138672
	Iteration 4F: 3 clusters Score -314203 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -314397.656250 Penalty: 2561.138672
	Iteration 5F: 3 clusters Score -314397.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -314644.593750 Penalty: 2561.138672
	Iteration 6F: 3 clusters Score -314644.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -314934.000000 Penalty: 2561.138672
	Iteration 7F: 3 clusters Score -314934 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -315258.000000 Penalty: 2561.138672
	Iteration 8F: 3 clusters Score -315258 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -315465.875000 Penalty: 2561.138672
	Iteration 9Q: 3 clusters Score -315465.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -315613.718750 Penalty: 2561.138672
	Iteration 10Q: 3 clusters Score -315613.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -315713.125000 Penalty: 2561.138672
	Iteration 11Q: 3 clusters Score -315713.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -315785.875000 Penalty: 2561.138672
	Iteration 12Q: 3 clusters Score -315785.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -315839.843750 Penalty: 2561.138672
	Iteration 13Q: 3 clusters Score -315839.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -315857.093750 Penalty: 2561.138672
	Iteration 14Q: 3 clusters Score -315857.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -315860.906250 Penalty: 2561.138672
	Iteration 15Q: 3 clusters Score -315860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -315861.468750 Penalty: 2561.138672
	Iteration 16Q: 3 clusters Score -315861.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -315862.375000 Penalty: 2561.138672
	Iteration 17Q: 3 clusters Score -315862.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -315863.875000 Penalty: 2561.138672
	Iteration 18Q: 3 clusters Score -315863.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -315864.093750 Penalty: 2561.138672
	Iteration 19Q: 3 clusters Score -315864.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -315864.093750 Penalty: 2561.138672
	Iteration 20F: 3 clusters Score -315864.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13491 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 71289 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60105 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 34415 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15053 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45706 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4179 members 
Mstep: Class 36 contains 1754 members 
Entering Unmasked Estep 
Score: -48247820.000000 Penalty: 75489.773438
Splitting cluster 22 changes total score from -48248320.000000 to -48247820.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (14732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Entering Unmasked Estep 
Score: -1851428.250000 Penalty: 1559.638794
	Iteration 0F: 2 clusters Score -1851428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1841189.500000 Penalty: 3119.277588
	Iteration 0F: 3 clusters Score -1841190 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1844732.500000 Penalty: 3119.277588
	Iteration 1F: 3 clusters Score -1844732 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1844998.250000 Penalty: 3119.277588
	Iteration 2Q: 3 clusters Score -1844998 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1845244.000000 Penalty: 3119.277588
	Iteration 3Q: 3 clusters Score -1845244 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1845514.375000 Penalty: 3119.277588
	Iteration 4Q: 3 clusters Score -1845514 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1845866.875000 Penalty: 3119.277588
	Iteration 5Q: 3 clusters Score -1845867 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1846309.000000 Penalty: 3119.277588
	Iteration 6F: 3 clusters Score -1846309 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1846811.875000 Penalty: 3119.277588
	Iteration 7F: 3 clusters Score -1846812 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1847278.000000 Penalty: 3119.277588
	Iteration 8F: 3 clusters Score -1847278 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1847655.500000 Penalty: 3119.277588
	Iteration 9Q: 3 clusters Score -1847656 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1847941.750000 Penalty: 3119.277588
	Iteration 10Q: 3 clusters Score -1847942 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1848207.125000 Penalty: 3119.277588
	Iteration 11Q: 3 clusters Score -1848207 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1848433.250000 Penalty: 3119.277588
	Iteration 12Q: 3 clusters Score -1848433 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1848658.000000 Penalty: 3119.277588
	Iteration 13Q: 3 clusters Score -1848658 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1848850.250000 Penalty: 3119.277588
	Iteration 14Q: 3 clusters Score -1848850 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1849005.250000 Penalty: 3119.277588
	Iteration 15Q: 3 clusters Score -1849005 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1849154.750000 Penalty: 3119.277588
	Iteration 16Q: 3 clusters Score -1849155 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1849327.500000 Penalty: 3119.277588
	Iteration 17Q: 3 clusters Score -1849328 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1849471.750000 Penalty: 3119.277588
	Iteration 18Q: 3 clusters Score -1849472 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1849580.625000 Penalty: 3119.277588
	Iteration 19Q: 3 clusters Score -1849581 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1849666.125000 Penalty: 3119.277588
	Iteration 20F: 3 clusters Score -1849666 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1849719.000000 Penalty: 3119.277588
	Iteration 21Q: 3 clusters Score -1849719 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1849768.625000 Penalty: 3119.277588
	Iteration 22Q: 3 clusters Score -1849769 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1849808.500000 Penalty: 3119.277588
	Iteration 23Q: 3 clusters Score -1849808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1849832.000000 Penalty: 3119.277588
	Iteration 24Q: 3 clusters Score -1849832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1849858.125000 Penalty: 3119.277588
	Iteration 25Q: 3 clusters Score -1849858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1849875.750000 Penalty: 3119.277588
	Iteration 26Q: 3 clusters Score -1849876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1849903.500000 Penalty: 3119.277588
	Iteration 27Q: 3 clusters Score -1849904 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1849926.375000 Penalty: 3119.277588
	Iteration 28Q: 3 clusters Score -1849926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1849950.000000 Penalty: 3119.277588
	Iteration 29Q: 3 clusters Score -1849950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1849970.250000 Penalty: 3119.277588
	Iteration 30Q: 3 clusters Score -1849970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -1849981.625000 Penalty: 3119.277588
	Iteration 31Q: 3 clusters Score -1849982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1849994.750000 Penalty: 3119.277588
	Iteration 32Q: 3 clusters Score -1849995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1850005.375000 Penalty: 3119.277588
	Iteration 33Q: 3 clusters Score -1850005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1850013.875000 Penalty: 3119.277588
	Iteration 34Q: 3 clusters Score -1850014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -1850017.750000 Penalty: 3119.277588
	Iteration 35Q: 3 clusters Score -1850018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -1850030.500000 Penalty: 3119.277588
	Iteration 36Q: 3 clusters Score -1850030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1850039.000000 Penalty: 3119.277588
	Iteration 37Q: 3 clusters Score -1850039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1850043.375000 Penalty: 3119.277588
	Iteration 38Q: 3 clusters Score -1850043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1850042.375000 Penalty: 3119.277588
	Iteration 39Q: 3 clusters Score -1850042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1850042.750000 Penalty: 3119.277588
	Iteration 40F: 3 clusters Score -1850043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1850042.500000 Penalty: 3119.277588
	Iteration 41Q: 3 clusters Score -1850042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1850044.875000 Penalty: 3119.277588
	Iteration 42Q: 3 clusters Score -1850045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1850045.500000 Penalty: 3119.277588
	Iteration 43Q: 3 clusters Score -1850046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1850046.125000 Penalty: 3119.277588
	Iteration 44Q: 3 clusters Score -1850046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1850046.125000 Penalty: 3119.277588
	Iteration 45F: 3 clusters Score -1850046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Entering Unmasked Estep 
Score: -2234973.750000 Penalty: 1593.365112
	Iteration 0F: 2 clusters Score -2234974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2222635.750000 Penalty: 3186.730225
	Iteration 0F: 3 clusters Score -2222636 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2226982.250000 Penalty: 3186.730225
	Iteration 1F: 3 clusters Score -2226982 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -2227271.250000 Penalty: 3186.730225
	Iteration 2Q: 3 clusters Score -2227271 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -2227500.000000 Penalty: 3186.730225
	Iteration 3Q: 3 clusters Score -2227500 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2227707.250000 Penalty: 3186.730225
	Iteration 4Q: 3 clusters Score -2227707 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2227938.250000 Penalty: 3186.730225
	Iteration 5Q: 3 clusters Score -2227938 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2228218.000000 Penalty: 3186.730225
	Iteration 6Q: 3 clusters Score -2228218 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2228588.750000 Penalty: 3186.730225
	Iteration 7Q: 3 clusters Score -2228589 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2229157.500000 Penalty: 3186.730225
	Iteration 8F: 3 clusters Score -2229158 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2229912.250000 Penalty: 3186.730225
	Iteration 9F: 3 clusters Score -2229912 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2230871.250000 Penalty: 3186.730225
	Iteration 10F: 3 clusters Score -2230871 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -2231786.000000 Penalty: 3186.730225
	Iteration 11F: 3 clusters Score -2231786 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2232462.000000 Penalty: 3186.730225
	Iteration 12Q: 3 clusters Score -2232462 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2232816.000000 Penalty: 3186.730225
	Iteration 13Q: 3 clusters Score -2232816 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2232963.750000 Penalty: 3186.730225
	Iteration 14Q: 3 clusters Score -2232964 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -2233076.250000 Penalty: 3186.730225
	Iteration 15Q: 3 clusters Score -2233076 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2233149.750000 Penalty: 3186.730225
	Iteration 16Q: 3 clusters Score -2233150 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2233204.250000 Penalty: 3186.730225
	Iteration 17Q: 3 clusters Score -2233204 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -2233232.250000 Penalty: 3186.730225
	Iteration 18Q: 3 clusters Score -2233232 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2233261.000000 Penalty: 3186.730225
	Iteration 19Q: 3 clusters Score -2233261 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2233278.750000 Penalty: 3186.730225
	Iteration 20F: 3 clusters Score -2233279 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2233291.750000 Penalty: 3186.730225
	Iteration 21Q: 3 clusters Score -2233292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2233304.750000 Penalty: 3186.730225
	Iteration 22Q: 3 clusters Score -2233305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2233311.000000 Penalty: 3186.730225
	Iteration 23Q: 3 clusters Score -2233311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2233316.250000 Penalty: 3186.730225
	Iteration 24Q: 3 clusters Score -2233316 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -2233326.750000 Penalty: 3186.730225
	Iteration 25Q: 3 clusters Score -2233327 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2233336.500000 Penalty: 3186.730225
	Iteration 26Q: 3 clusters Score -2233336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2233332.750000 Penalty: 3186.730225
	Iteration 27Q: 3 clusters Score -2233333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -2233343.750000 Penalty: 3186.730225
	Iteration 28Q: 3 clusters Score -2233344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2233345.500000 Penalty: 3186.730225
	Iteration 29Q: 3 clusters Score -2233346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2233354.000000 Penalty: 3186.730225
	Iteration 30Q: 3 clusters Score -2233354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -2233365.000000 Penalty: 3186.730225
	Iteration 31Q: 3 clusters Score -2233365 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2233368.000000 Penalty: 3186.730225
	Iteration 32Q: 3 clusters Score -2233368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -2233373.750000 Penalty: 3186.730225
	Iteration 33Q: 3 clusters Score -2233374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -2233379.000000 Penalty: 3186.730225
	Iteration 34Q: 3 clusters Score -2233379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -2233382.500000 Penalty: 3186.730225
	Iteration 35Q: 3 clusters Score -2233382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -2233381.500000 Penalty: 3186.730225
	Iteration 36Q: 3 clusters Score -2233382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2233382.500000 Penalty: 3186.730225
	Iteration 37Q: 3 clusters Score -2233382 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2233382.500000 Penalty: 3186.730225
	Iteration 38Q: 3 clusters Score -2233382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2233387.250000 Penalty: 3186.730225
	Iteration 39Q: 3 clusters Score -2233387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -2233391.750000 Penalty: 3186.730225
	Iteration 40F: 3 clusters Score -2233392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -2233393.000000 Penalty: 3186.730225
	Iteration 41Q: 3 clusters Score -2233393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2233387.500000 Penalty: 3186.730225
	Iteration 42Q: 3 clusters Score -2233388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2233382.250000 Penalty: 3186.730225
	Iteration 43Q: 3 clusters Score -2233382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -2233386.750000 Penalty: 3186.730225
	Iteration 44Q: 3 clusters Score -2233387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2233384.250000 Penalty: 3186.730225
	Iteration 45Q: 3 clusters Score -2233384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2233386.000000 Penalty: 3186.730225
	Iteration 46Q: 3 clusters Score -2233386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2233387.250000 Penalty: 3186.730225
	Iteration 47Q: 3 clusters Score -2233387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2233385.250000 Penalty: 3186.730225
	Iteration 48Q: 3 clusters Score -2233385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2233385.750000 Penalty: 3186.730225
	Iteration 49Q: 3 clusters Score -2233386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2233386.250000 Penalty: 3186.730225
	Iteration 50Q: 3 clusters Score -2233386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2233386.250000 Penalty: 3186.730225
	Iteration 51F: 3 clusters Score -2233386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -287459.375000 Penalty: 1262.042725
	Iteration 0F: 2 clusters Score -287459.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -285140.156250 Penalty: 2524.085449
	Iteration 0F: 3 clusters Score -285140.2 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -285714.093750 Penalty: 2524.085449
	Iteration 1F: 3 clusters Score -285714.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -285848.593750 Penalty: 2524.085449
	Iteration 2F: 3 clusters Score -285848.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -285932.375000 Penalty: 2524.085449
	Iteration 3F: 3 clusters Score -285932.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -285981.843750 Penalty: 2524.085449
	Iteration 4Q: 3 clusters Score -285981.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -286012.812500 Penalty: 2524.085449
	Iteration 5Q: 3 clusters Score -286012.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -286047.125000 Penalty: 2524.085449
	Iteration 6Q: 3 clusters Score -286047.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -286089.281250 Penalty: 2524.085449
	Iteration 7Q: 3 clusters Score -286089.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -286134.125000 Penalty: 2524.085449
	Iteration 8Q: 3 clusters Score -286134.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -286169.281250 Penalty: 2524.085449
	Iteration 9Q: 3 clusters Score -286169.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -286192.281250 Penalty: 2524.085449
	Iteration 10Q: 3 clusters Score -286192.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -286210.437500 Penalty: 2524.085449
	Iteration 11Q: 3 clusters Score -286210.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -286221.687500 Penalty: 2524.085449
	Iteration 12Q: 3 clusters Score -286221.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -286232.375000 Penalty: 2524.085449
	Iteration 13Q: 3 clusters Score -286232.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -286242.625000 Penalty: 2524.085449
	Iteration 14Q: 3 clusters Score -286242.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -286246.656250 Penalty: 2524.085449
	Iteration 15Q: 3 clusters Score -286246.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -286251.718750 Penalty: 2524.085449
	Iteration 16Q: 3 clusters Score -286251.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -286255.156250 Penalty: 2524.085449
	Iteration 17Q: 3 clusters Score -286255.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -286262.062500 Penalty: 2524.085449
	Iteration 18Q: 3 clusters Score -286262.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -286272.218750 Penalty: 2524.085449
	Iteration 19Q: 3 clusters Score -286272.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -286277.843750 Penalty: 2524.085449
	Iteration 20F: 3 clusters Score -286277.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -286282.031250 Penalty: 2524.085449
	Iteration 21Q: 3 clusters Score -286282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -286287.687500 Penalty: 2524.085449
	Iteration 22Q: 3 clusters Score -286287.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -286293.437500 Penalty: 2524.085449
	Iteration 23Q: 3 clusters Score -286293.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -286296.687500 Penalty: 2524.085449
	Iteration 24Q: 3 clusters Score -286296.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -286299.437500 Penalty: 2524.085449
	Iteration 25Q: 3 clusters Score -286299.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -286301.281250 Penalty: 2524.085449
	Iteration 26Q: 3 clusters Score -286301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -286302.156250 Penalty: 2524.085449
	Iteration 27Q: 3 clusters Score -286302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -286302.937500 Penalty: 2524.085449
	Iteration 28Q: 3 clusters Score -286302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -286302.937500 Penalty: 2524.085449
	Iteration 29F: 3 clusters Score -286302.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Entering Unmasked Estep 
Score: -1022021.125000 Penalty: 1467.124512
	Iteration 0F: 2 clusters Score -1022021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1015878.437500 Penalty: 2934.249023
	Iteration 0F: 3 clusters Score -1015878 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1017890.625000 Penalty: 2934.249023
	Iteration 1F: 3 clusters Score -1017891 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1018245.187500 Penalty: 2934.249023
	Iteration 2F: 3 clusters Score -1018245 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1018577.937500 Penalty: 2934.249023
	Iteration 3F: 3 clusters Score -1018578 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1018901.375000 Penalty: 2934.249023
	Iteration 4F: 3 clusters Score -1018901 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1019154.062500 Penalty: 2934.249023
	Iteration 5F: 3 clusters Score -1019154 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1019350.125000 Penalty: 2934.249023
	Iteration 6Q: 3 clusters Score -1019350 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1019540.250000 Penalty: 2934.249023
	Iteration 7Q: 3 clusters Score -1019540 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1019731.562500 Penalty: 2934.249023
	Iteration 8Q: 3 clusters Score -1019732 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1019917.375000 Penalty: 2934.249023
	Iteration 9Q: 3 clusters Score -1019917 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1020063.812500 Penalty: 2934.249023
	Iteration 10Q: 3 clusters Score -1020064 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1020210.750000 Penalty: 2934.249023
	Iteration 11Q: 3 clusters Score -1020211 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1020372.312500 Penalty: 2934.249023
	Iteration 12Q: 3 clusters Score -1020372 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1020550.375000 Penalty: 2934.249023
	Iteration 13Q: 3 clusters Score -1020550 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1020657.750000 Penalty: 2934.249023
	Iteration 14Q: 3 clusters Score -1020658 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1020711.562500 Penalty: 2934.249023
	Iteration 15Q: 3 clusters Score -1020712 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1020749.187500 Penalty: 2934.249023
	Iteration 16Q: 3 clusters Score -1020749 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1020781.812500 Penalty: 2934.249023
	Iteration 17Q: 3 clusters Score -1020782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1020799.437500 Penalty: 2934.249023
	Iteration 18Q: 3 clusters Score -1020799 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1020818.625000 Penalty: 2934.249023
	Iteration 19Q: 3 clusters Score -1020819 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1020847.000000 Penalty: 2934.249023
	Iteration 20F: 3 clusters Score -1020847 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1020873.625000 Penalty: 2934.249023
	Iteration 21Q: 3 clusters Score -1020874 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1020895.125000 Penalty: 2934.249023
	Iteration 22Q: 3 clusters Score -1020895 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1020917.875000 Penalty: 2934.249023
	Iteration 23Q: 3 clusters Score -1020918 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1020936.812500 Penalty: 2934.249023
	Iteration 24Q: 3 clusters Score -1020937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1020953.687500 Penalty: 2934.249023
	Iteration 25Q: 3 clusters Score -1020954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1020967.750000 Penalty: 2934.249023
	Iteration 26Q: 3 clusters Score -1020968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1020977.875000 Penalty: 2934.249023
	Iteration 27Q: 3 clusters Score -1020978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1020987.875000 Penalty: 2934.249023
	Iteration 28Q: 3 clusters Score -1020988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1021000.875000 Penalty: 2934.249023
	Iteration 29Q: 3 clusters Score -1021001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1021008.625000 Penalty: 2934.249023
	Iteration 30Q: 3 clusters Score -1021009 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1021012.687500 Penalty: 2934.249023
	Iteration 31Q: 3 clusters Score -1021013 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1021016.937500 Penalty: 2934.249023
	Iteration 32Q: 3 clusters Score -1021017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1021026.250000 Penalty: 2934.249023
	Iteration 33Q: 3 clusters Score -1021026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1021028.812500 Penalty: 2934.249023
	Iteration 34Q: 3 clusters Score -1021029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1021033.875000 Penalty: 2934.249023
	Iteration 35Q: 3 clusters Score -1021034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1021040.625000 Penalty: 2934.249023
	Iteration 36Q: 3 clusters Score -1021041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1021042.562500 Penalty: 2934.249023
	Iteration 37Q: 3 clusters Score -1021043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1021049.437500 Penalty: 2934.249023
	Iteration 38Q: 3 clusters Score -1021049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1021053.312500 Penalty: 2934.249023
	Iteration 39Q: 3 clusters Score -1021053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1021054.000000 Penalty: 2934.249023
	Iteration 40F: 3 clusters Score -1021054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1021057.375000 Penalty: 2934.249023
	Iteration 41Q: 3 clusters Score -1021057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1021059.062500 Penalty: 2934.249023
	Iteration 42Q: 3 clusters Score -1021059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1021062.000000 Penalty: 2934.249023
	Iteration 43Q: 3 clusters Score -1021062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1021061.187500 Penalty: 2934.249023
	Iteration 44Q: 3 clusters Score -1021061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1021060.375000 Penalty: 2934.249023
	Iteration 45Q: 3 clusters Score -1021060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1021062.500000 Penalty: 2934.249023
	Iteration 46Q: 3 clusters Score -1021062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1021070.250000 Penalty: 2934.249023
	Iteration 47Q: 3 clusters Score -1021070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1021070.562500 Penalty: 2934.249023
	Iteration 48Q: 3 clusters Score -1021071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1021071.750000 Penalty: 2934.249023
	Iteration 49Q: 3 clusters Score -1021072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1021069.500000 Penalty: 2934.249023
	Iteration 50Q: 3 clusters Score -1021070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1021075.812500 Penalty: 2934.249023
	Iteration 51Q: 3 clusters Score -1021076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1021076.687500 Penalty: 2934.249023
	Iteration 52Q: 3 clusters Score -1021077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1021078.875000 Penalty: 2934.249023
	Iteration 53Q: 3 clusters Score -1021079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1021080.937500 Penalty: 2934.249023
	Iteration 54Q: 3 clusters Score -1021081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1021082.375000 Penalty: 2934.249023
	Iteration 55Q: 3 clusters Score -1021082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1021084.562500 Penalty: 2934.249023
	Iteration 56Q: 3 clusters Score -1021085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1021084.250000 Penalty: 2934.249023
	Iteration 57Q: 3 clusters Score -1021084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1021085.375000 Penalty: 2934.249023
	Iteration 58Q: 3 clusters Score -1021085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1021085.687500 Penalty: 2934.249023
	Iteration 59Q: 3 clusters Score -1021086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1021085.875000 Penalty: 2934.249023
	Iteration 60F: 3 clusters Score -1021086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1021085.062500 Penalty: 2934.249023
	Iteration 61Q: 3 clusters Score -1021085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1021086.500000 Penalty: 2934.249023
	Iteration 62Q: 3 clusters Score -1021086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1021086.000000 Penalty: 2934.249023
	Iteration 63Q: 3 clusters Score -1021086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1021086.000000 Penalty: 2934.249023
	Iteration 64F: 3 clusters Score -1021086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -401287.625000 Penalty: 1315.881226
	Iteration 0F: 2 clusters Score -401287.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -398414.875000 Penalty: 2631.762451
	Iteration 0F: 3 clusters Score -398414.9 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -399096.343750 Penalty: 2631.762451
	Iteration 1F: 3 clusters Score -399096.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -399254.500000 Penalty: 2631.762451
	Iteration 2F: 3 clusters Score -399254.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -399387.500000 Penalty: 2631.762451
	Iteration 3F: 3 clusters Score -399387.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -399522.937500 Penalty: 2631.762451
	Iteration 4F: 3 clusters Score -399522.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -399646.562500 Penalty: 2631.762451
	Iteration 5Q: 3 clusters Score -399646.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -399742.718750 Penalty: 2631.762451
	Iteration 6Q: 3 clusters Score -399742.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -399829.281250 Penalty: 2631.762451
	Iteration 7Q: 3 clusters Score -399829.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -399903.781250 Penalty: 2631.762451
	Iteration 8Q: 3 clusters Score -399903.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -399964.343750 Penalty: 2631.762451
	Iteration 9Q: 3 clusters Score -399964.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -400016.968750 Penalty: 2631.762451
	Iteration 10Q: 3 clusters Score -400017 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -400058.500000 Penalty: 2631.762451
	Iteration 11Q: 3 clusters Score -400058.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -400093.281250 Penalty: 2631.762451
	Iteration 12Q: 3 clusters Score -400093.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -400125.562500 Penalty: 2631.762451
	Iteration 13Q: 3 clusters Score -400125.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -400152.281250 Penalty: 2631.762451
	Iteration 14Q: 3 clusters Score -400152.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -400171.031250 Penalty: 2631.762451
	Iteration 15Q: 3 clusters Score -400171 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -400189.593750 Penalty: 2631.762451
	Iteration 16Q: 3 clusters Score -400189.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -400203.906250 Penalty: 2631.762451
	Iteration 17Q: 3 clusters Score -400203.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -400208.812500 Penalty: 2631.762451
	Iteration 18Q: 3 clusters Score -400208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -400211.937500 Penalty: 2631.762451
	Iteration 19Q: 3 clusters Score -400211.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -400214.812500 Penalty: 2631.762451
	Iteration 20F: 3 clusters Score -400214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -400219.968750 Penalty: 2631.762451
	Iteration 21Q: 3 clusters Score -400220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -400225.000000 Penalty: 2631.762451
	Iteration 22Q: 3 clusters Score -400225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -400229.000000 Penalty: 2631.762451
	Iteration 23Q: 3 clusters Score -400229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -400230.968750 Penalty: 2631.762451
	Iteration 24Q: 3 clusters Score -400231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -400232.843750 Penalty: 2631.762451
	Iteration 25Q: 3 clusters Score -400232.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -400235.156250 Penalty: 2631.762451
	Iteration 26Q: 3 clusters Score -400235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -400235.906250 Penalty: 2631.762451
	Iteration 27Q: 3 clusters Score -400235.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -400235.875000 Penalty: 2631.762451
	Iteration 28Q: 3 clusters Score -400235.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -400236.000000 Penalty: 2631.762451
	Iteration 29Q: 3 clusters Score -400236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -400236.000000 Penalty: 2631.762451
	Iteration 30F: 3 clusters Score -400236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Entering Unmasked Estep 
Score: -168492.734375 Penalty: 1176.255737
	Iteration 0F: 2 clusters Score -168492.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -166792.750000 Penalty: 2352.511475
	Iteration 0F: 3 clusters Score -166792.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -167089.984375 Penalty: 2352.511475
	Iteration 1F: 3 clusters Score -167090 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -167181.359375 Penalty: 2352.511475
	Iteration 2F: 3 clusters Score -167181.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -167249.640625 Penalty: 2352.511475
	Iteration 3Q: 3 clusters Score -167249.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -167307.078125 Penalty: 2352.511475
	Iteration 4Q: 3 clusters Score -167307.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -167362.859375 Penalty: 2352.511475
	Iteration 5Q: 3 clusters Score -167362.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -167421.281250 Penalty: 2352.511475
	Iteration 6Q: 3 clusters Score -167421.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -167491.953125 Penalty: 2352.511475
	Iteration 7Q: 3 clusters Score -167492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -167550.593750 Penalty: 2352.511475
	Iteration 8Q: 3 clusters Score -167550.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -167599.171875 Penalty: 2352.511475
	Iteration 9Q: 3 clusters Score -167599.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -167628.500000 Penalty: 2352.511475
	Iteration 10Q: 3 clusters Score -167628.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -167646.218750 Penalty: 2352.511475
	Iteration 11Q: 3 clusters Score -167646.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -167659.328125 Penalty: 2352.511475
	Iteration 12Q: 3 clusters Score -167659.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -167665.140625 Penalty: 2352.511475
	Iteration 13Q: 3 clusters Score -167665.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -167671.578125 Penalty: 2352.511475
	Iteration 14Q: 3 clusters Score -167671.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -167678.218750 Penalty: 2352.511475
	Iteration 15Q: 3 clusters Score -167678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -167686.125000 Penalty: 2352.511475
	Iteration 16Q: 3 clusters Score -167686.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -167697.468750 Penalty: 2352.511475
	Iteration 17Q: 3 clusters Score -167697.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -167704.015625 Penalty: 2352.511475
	Iteration 18Q: 3 clusters Score -167704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -167708.296875 Penalty: 2352.511475
	Iteration 19Q: 3 clusters Score -167708.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -167709.406250 Penalty: 2352.511475
	Iteration 20F: 3 clusters Score -167709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Entering Unmasked Estep 
Score: -98218.117188 Penalty: 1093.402100
	Iteration 0F: 2 clusters Score -98218.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -96892.367188 Penalty: 2186.804199
	Iteration 0F: 3 clusters Score -96892.37 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97110.468750 Penalty: 2186.804199
	Iteration 1F: 3 clusters Score -97110.47 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -97185.625000 Penalty: 2186.804199
	Iteration 2F: 3 clusters Score -97185.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97218.062500 Penalty: 2186.804199
	Iteration 3Q: 3 clusters Score -97218.06 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97244.625000 Penalty: 2186.804199
	Iteration 4Q: 3 clusters Score -97244.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97261.039062 Penalty: 2186.804199
	Iteration 5Q: 3 clusters Score -97261.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97280.335938 Penalty: 2186.804199
	Iteration 6Q: 3 clusters Score -97280.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -97304.734375 Penalty: 2186.804199
	Iteration 7Q: 3 clusters Score -97304.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97317.468750 Penalty: 2186.804199
	Iteration 8Q: 3 clusters Score -97317.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97322.875000 Penalty: 2186.804199
	Iteration 9Q: 3 clusters Score -97322.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97324.398438 Penalty: 2186.804199
	Iteration 10Q: 3 clusters Score -97324.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97325.125000 Penalty: 2186.804199
	Iteration 11Q: 3 clusters Score -97325.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97326.906250 Penalty: 2186.804199
	Iteration 12Q: 3 clusters Score -97326.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -97330.687500 Penalty: 2186.804199
	Iteration 13Q: 3 clusters Score -97330.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -97333.242188 Penalty: 2186.804199
	Iteration 14Q: 3 clusters Score -97333.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -97335.460938 Penalty: 2186.804199
	Iteration 15Q: 3 clusters Score -97335.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97335.953125 Penalty: 2186.804199
	Iteration 16Q: 3 clusters Score -97335.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -97335.953125 Penalty: 2186.804199
	Iteration 17F: 3 clusters Score -97335.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Entering Unmasked Estep 
Score: -149090.953125 Penalty: 1151.322998
	Iteration 0F: 2 clusters Score -149091 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 625 members 
Entering Unmasked Estep 
Score: -147511.015625 Penalty: 2302.645996
	Iteration 0F: 3 clusters Score -147511 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -147781.203125 Penalty: 2302.645996
	Iteration 1F: 3 clusters Score -147781.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -147857.187500 Penalty: 2302.645996
	Iteration 2F: 3 clusters Score -147857.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -147898.562500 Penalty: 2302.645996
	Iteration 3Q: 3 clusters Score -147898.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -147920.656250 Penalty: 2302.645996
	Iteration 4Q: 3 clusters Score -147920.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -147935.062500 Penalty: 2302.645996
	Iteration 5Q: 3 clusters Score -147935.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -147942.484375 Penalty: 2302.645996
	Iteration 6Q: 3 clusters Score -147942.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -147949.140625 Penalty: 2302.645996
	Iteration 7Q: 3 clusters Score -147949.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -147953.593750 Penalty: 2302.645996
	Iteration 8Q: 3 clusters Score -147953.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -147957.437500 Penalty: 2302.645996
	Iteration 9Q: 3 clusters Score -147957.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -147962.406250 Penalty: 2302.645996
	Iteration 10Q: 3 clusters Score -147962.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -147965.375000 Penalty: 2302.645996
	Iteration 11Q: 3 clusters Score -147965.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -147967.671875 Penalty: 2302.645996
	Iteration 12Q: 3 clusters Score -147967.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -147970.812500 Penalty: 2302.645996
	Iteration 13Q: 3 clusters Score -147970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -147972.500000 Penalty: 2302.645996
	Iteration 14Q: 3 clusters Score -147972.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -147973.843750 Penalty: 2302.645996
	Iteration 15Q: 3 clusters Score -147973.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -147975.687500 Penalty: 2302.645996
	Iteration 16Q: 3 clusters Score -147975.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -147977.453125 Penalty: 2302.645996
	Iteration 17Q: 3 clusters Score -147977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -147979.046875 Penalty: 2302.645996
	Iteration 18Q: 3 clusters Score -147979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -147982.218750 Penalty: 2302.645996
	Iteration 19Q: 3 clusters Score -147982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -147984.140625 Penalty: 2302.645996
	Iteration 20F: 3 clusters Score -147984.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -147986.796875 Penalty: 2302.645996
	Iteration 21Q: 3 clusters Score -147986.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -147988.500000 Penalty: 2302.645996
	Iteration 22Q: 3 clusters Score -147988.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -147988.703125 Penalty: 2302.645996
	Iteration 23Q: 3 clusters Score -147988.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -147988.703125 Penalty: 2302.645996
	Iteration 24F: 3 clusters Score -147988.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -55160.332031 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -55160.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54188.328125 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -54188.33 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54339.250000 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -54339.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -54419.824219 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -54419.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54476.281250 Penalty: 1927.979736
	Iteration 3F: 3 clusters Score -54476.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54547.230469 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -54547.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54627.578125 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -54627.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -54698.679688 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -54698.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54867.562500 Penalty: 1927.979736
	Iteration 7Q: 3 clusters Score -54867.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -55231.214844 Penalty: 1927.979736
	Iteration 8F: 3 clusters Score -55231.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -55567.472656 Penalty: 1927.979736
	Iteration 9F: 3 clusters Score -55567.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -55849.453125 Penalty: 1927.979736
	Iteration 10F: 3 clusters Score -55849.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -55998.945312 Penalty: 1927.979736
	Iteration 11Q: 3 clusters Score -55998.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56017.203125 Penalty: 1927.979736
	Iteration 12Q: 3 clusters Score -56017.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56034.007812 Penalty: 1927.979736
	Iteration 13Q: 3 clusters Score -56034.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56041.355469 Penalty: 1927.979736
	Iteration 14Q: 3 clusters Score -56041.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56043.855469 Penalty: 1927.979736
	Iteration 15Q: 3 clusters Score -56043.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -56043.855469 Penalty: 1927.979736
	Iteration 16F: 3 clusters Score -56043.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13491 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 71289 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60105 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 34415 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15053 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45706 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 112 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 2988 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4179 members 
Mstep: Class 36 contains 265 members 
Entering Unmasked Estep 
Score: -48248084.000000 Penalty: 75489.773438
Splitting cluster 31 changes total score from -48248320.000000 to -48248084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (8372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Entering Unmasked Estep 
Score: -1041484.687500 Penalty: 1467.805298
	Iteration 0F: 2 clusters Score -1041485 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1035422.187500 Penalty: 2935.610596
	Iteration 0F: 3 clusters Score -1035422 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1037313.562500 Penalty: 2935.610596
	Iteration 1F: 3 clusters Score -1037314 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1037493.875000 Penalty: 2935.610596
	Iteration 2F: 3 clusters Score -1037494 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1037643.062500 Penalty: 2935.610596
	Iteration 3Q: 3 clusters Score -1037643 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1037810.062500 Penalty: 2935.610596
	Iteration 4Q: 3 clusters Score -1037810 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1037985.500000 Penalty: 2935.610596
	Iteration 5Q: 3 clusters Score -1037986 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1038189.687500 Penalty: 2935.610596
	Iteration 6Q: 3 clusters Score -1038190 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1038400.875000 Penalty: 2935.610596
	Iteration 7Q: 3 clusters Score -1038401 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1038601.750000 Penalty: 2935.610596
	Iteration 8Q: 3 clusters Score -1038602 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1038809.937500 Penalty: 2935.610596
	Iteration 9Q: 3 clusters Score -1038810 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1039028.125000 Penalty: 2935.610596
	Iteration 10Q: 3 clusters Score -1039028 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1039219.312500 Penalty: 2935.610596
	Iteration 11Q: 3 clusters Score -1039219 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1039363.437500 Penalty: 2935.610596
	Iteration 12Q: 3 clusters Score -1039363 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1039514.500000 Penalty: 2935.610596
	Iteration 13Q: 3 clusters Score -1039514 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1039638.437500 Penalty: 2935.610596
	Iteration 14Q: 3 clusters Score -1039638 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1039744.437500 Penalty: 2935.610596
	Iteration 15Q: 3 clusters Score -1039744 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1039835.500000 Penalty: 2935.610596
	Iteration 16Q: 3 clusters Score -1039836 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1039901.312500 Penalty: 2935.610596
	Iteration 17Q: 3 clusters Score -1039901 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1039947.562500 Penalty: 2935.610596
	Iteration 18Q: 3 clusters Score -1039948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1039984.562500 Penalty: 2935.610596
	Iteration 19Q: 3 clusters Score -1039985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1040021.375000 Penalty: 2935.610596
	Iteration 20F: 3 clusters Score -1040021 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1040057.000000 Penalty: 2935.610596
	Iteration 21Q: 3 clusters Score -1040057 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1040085.562500 Penalty: 2935.610596
	Iteration 22Q: 3 clusters Score -1040086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1040113.875000 Penalty: 2935.610596
	Iteration 23Q: 3 clusters Score -1040114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1040132.687500 Penalty: 2935.610596
	Iteration 24Q: 3 clusters Score -1040133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1040149.000000 Penalty: 2935.610596
	Iteration 25Q: 3 clusters Score -1040149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1040155.062500 Penalty: 2935.610596
	Iteration 26Q: 3 clusters Score -1040155 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1040160.125000 Penalty: 2935.610596
	Iteration 27Q: 3 clusters Score -1040160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1040169.187500 Penalty: 2935.610596
	Iteration 28Q: 3 clusters Score -1040169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1040172.875000 Penalty: 2935.610596
	Iteration 29Q: 3 clusters Score -1040173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1040175.062500 Penalty: 2935.610596
	Iteration 30Q: 3 clusters Score -1040175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1040175.062500 Penalty: 2935.610596
	Iteration 31Q: 3 clusters Score -1040175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1040176.750000 Penalty: 2935.610596
	Iteration 32Q: 3 clusters Score -1040177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1040177.687500 Penalty: 2935.610596
	Iteration 33Q: 3 clusters Score -1040178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1040178.750000 Penalty: 2935.610596
	Iteration 34Q: 3 clusters Score -1040179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1040179.250000 Penalty: 2935.610596
	Iteration 35Q: 3 clusters Score -1040179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1040180.250000 Penalty: 2935.610596
	Iteration 36Q: 3 clusters Score -1040180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1040180.250000 Penalty: 2935.610596
	Iteration 37F: 3 clusters Score -1040180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (2988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Entering Unmasked Estep 
Score: -359025.875000 Penalty: 1300.383423
	Iteration 0F: 2 clusters Score -359025.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -356300.031250 Penalty: 2600.766846
	Iteration 0F: 3 clusters Score -356300 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -357005.343750 Penalty: 2600.766846
	Iteration 1F: 3 clusters Score -357005.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -357105.781250 Penalty: 2600.766846
	Iteration 2F: 3 clusters Score -357105.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -357163.062500 Penalty: 2600.766846
	Iteration 3Q: 3 clusters Score -357163.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -357200.718750 Penalty: 2600.766846
	Iteration 4Q: 3 clusters Score -357200.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -357228.906250 Penalty: 2600.766846
	Iteration 5Q: 3 clusters Score -357228.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -357250.906250 Penalty: 2600.766846
	Iteration 6Q: 3 clusters Score -357250.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -357267.000000 Penalty: 2600.766846
	Iteration 7Q: 3 clusters Score -357267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -357282.187500 Penalty: 2600.766846
	Iteration 8Q: 3 clusters Score -357282.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -357294.906250 Penalty: 2600.766846
	Iteration 9Q: 3 clusters Score -357294.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -357309.968750 Penalty: 2600.766846
	Iteration 10Q: 3 clusters Score -357310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -357317.968750 Penalty: 2600.766846
	Iteration 11Q: 3 clusters Score -357318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -357323.625000 Penalty: 2600.766846
	Iteration 12Q: 3 clusters Score -357323.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -357330.906250 Penalty: 2600.766846
	Iteration 13Q: 3 clusters Score -357330.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -357337.187500 Penalty: 2600.766846
	Iteration 14Q: 3 clusters Score -357337.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -357342.500000 Penalty: 2600.766846
	Iteration 15Q: 3 clusters Score -357342.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -357348.062500 Penalty: 2600.766846
	Iteration 16Q: 3 clusters Score -357348.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -357355.468750 Penalty: 2600.766846
	Iteration 17Q: 3 clusters Score -357355.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -357361.281250 Penalty: 2600.766846
	Iteration 18Q: 3 clusters Score -357361.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -357368.250000 Penalty: 2600.766846
	Iteration 19Q: 3 clusters Score -357368.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -357379.375000 Penalty: 2600.766846
	Iteration 20F: 3 clusters Score -357379.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -357392.968750 Penalty: 2600.766846
	Iteration 21Q: 3 clusters Score -357393 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -357407.937500 Penalty: 2600.766846
	Iteration 22Q: 3 clusters Score -357407.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -357430.812500 Penalty: 2600.766846
	Iteration 23Q: 3 clusters Score -357430.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -357457.125000 Penalty: 2600.766846
	Iteration 24Q: 3 clusters Score -357457.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -357492.656250 Penalty: 2600.766846
	Iteration 25Q: 3 clusters Score -357492.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -357553.750000 Penalty: 2600.766846
	Iteration 26Q: 3 clusters Score -357553.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -357619.406250 Penalty: 2600.766846
	Iteration 27Q: 3 clusters Score -357619.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -357688.000000 Penalty: 2600.766846
	Iteration 28Q: 3 clusters Score -357688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -357800.937500 Penalty: 2600.766846
	Iteration 29Q: 3 clusters Score -357800.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -357947.968750 Penalty: 2600.766846
	Iteration 30Q: 3 clusters Score -357948 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -358132.656250 Penalty: 2600.766846
	Iteration 31Q: 3 clusters Score -358132.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -358315.375000 Penalty: 2600.766846
	Iteration 32Q: 3 clusters Score -358315.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -358488.937500 Penalty: 2600.766846
	Iteration 33Q: 3 clusters Score -358488.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -358671.343750 Penalty: 2600.766846
	Iteration 34Q: 3 clusters Score -358671.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -358844.718750 Penalty: 2600.766846
	Iteration 35Q: 3 clusters Score -358844.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -358980.437500 Penalty: 2600.766846
	Iteration 36Q: 3 clusters Score -358980.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -359067.812500 Penalty: 2600.766846
	Iteration 37Q: 3 clusters Score -359067.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -359153.156250 Penalty: 2600.766846
	Iteration 38Q: 3 clusters Score -359153.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -359220.468750 Penalty: 2600.766846
	Iteration 39Q: 3 clusters Score -359220.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -359276.562500 Penalty: 2600.766846
	Iteration 40F: 3 clusters Score -359276.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -359320.031250 Penalty: 2600.766846
	Iteration 41Q: 3 clusters Score -359320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -359338.812500 Penalty: 2600.766846
	Iteration 42Q: 3 clusters Score -359338.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -359349.750000 Penalty: 2600.766846
	Iteration 43Q: 3 clusters Score -359349.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -359358.000000 Penalty: 2600.766846
	Iteration 44Q: 3 clusters Score -359358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -359364.468750 Penalty: 2600.766846
	Iteration 45Q: 3 clusters Score -359364.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -359367.750000 Penalty: 2600.766846
	Iteration 46Q: 3 clusters Score -359367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -359370.625000 Penalty: 2600.766846
	Iteration 47Q: 3 clusters Score -359370.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -359374.750000 Penalty: 2600.766846
	Iteration 48Q: 3 clusters Score -359374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -359376.312500 Penalty: 2600.766846
	Iteration 49Q: 3 clusters Score -359376.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -359376.687500 Penalty: 2600.766846
	Iteration 50Q: 3 clusters Score -359376.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -359376.687500 Penalty: 2600.766846
	Iteration 51F: 3 clusters Score -359376.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 13491 members 
Mstep: Class 3 contains 1893 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 5464 members 
Mstep: Class 6 contains 71289 members 
Mstep: Class 7 contains 4521 members 
Mstep: Class 8 contains 60105 members 
Mstep: Class 9 contains 4244 members 
Mstep: Class 10 contains 3328 members 
Mstep: Class 11 contains 3095 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 34415 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 15053 members 
Mstep: Class 16 contains 28195 members 
Mstep: Class 17 contains 1712 members 
Mstep: Class 18 contains 1900 members 
Mstep: Class 19 contains 10074 members 
Mstep: Class 20 contains 45706 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 2645 members 
Mstep: Class 23 contains 14732 members 
Mstep: Class 24 contains 18130 members 
Mstep: Class 25 contains 2360 members 
Mstep: Class 26 contains 8337 members 
Mstep: Class 27 contains 3287 members 
Mstep: Class 28 contains 1392 members 
Mstep: Class 29 contains 836 members 
Mstep: Class 30 contains 1194 members 
Mstep: Class 31 contains 377 members 
Mstep: Class 32 contains 8372 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 4179 members 
Mstep: Class 36 contains 1531 members 
Entering Unmasked Estep 
Score: -48247848.000000 Penalty: 75489.773438
Splitting cluster 33 changes total score from -48248320.000000 to -48247848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Entering Unmasked Estep 
Score: -216400.921875 Penalty: 1215.202637
	Iteration 0F: 2 clusters Score -216400.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -214446.187500 Penalty: 2430.405273
	Iteration 0F: 3 clusters Score -214446.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -214813.187500 Penalty: 2430.405273
	Iteration 1F: 3 clusters Score -214813.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -214961.375000 Penalty: 2430.405273
	Iteration 2F: 3 clusters Score -214961.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -215022.796875 Penalty: 2430.405273
	Iteration 3Q: 3 clusters Score -215022.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -215057.921875 Penalty: 2430.405273
	Iteration 4Q: 3 clusters Score -215057.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -215083.906250 Penalty: 2430.405273
	Iteration 5Q: 3 clusters Score -215083.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -215101.953125 Penalty: 2430.405273
	Iteration 6Q: 3 clusters Score -215102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -215117.781250 Penalty: 2430.405273
	Iteration 7Q: 3 clusters Score -215117.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -215127.328125 Penalty: 2430.405273
	Iteration 8Q: 3 clusters Score -215127.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -215132.359375 Penalty: 2430.405273
	Iteration 9Q: 3 clusters Score -215132.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -215136.375000 Penalty: 2430.405273
	Iteration 10Q: 3 clusters Score -215136.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -215138.296875 Penalty: 2430.405273
	Iteration 11Q: 3 clusters Score -215138.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -215140.125000 Penalty: 2430.405273
	Iteration 12Q: 3 clusters Score -215140.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -215140.906250 Penalty: 2430.405273
	Iteration 13Q: 3 clusters Score -215140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -215140.906250 Penalty: 2430.405273
	Iteration 14F: 3 clusters Score -215140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (4179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Entering Unmasked Estep 
Score: -510961.656250 Penalty: 1354.896973
	Iteration 0F: 2 clusters Score -510961.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -507485.750000 Penalty: 2709.793945
	Iteration 0F: 3 clusters Score -507485.8 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -508386.187500 Penalty: 2709.793945
	Iteration 1F: 3 clusters Score -508386.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -508538.687500 Penalty: 2709.793945
	Iteration 2F: 3 clusters Score -508538.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -508646.031250 Penalty: 2709.793945
	Iteration 3F: 3 clusters Score -508646 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -508736.968750 Penalty: 2709.793945
	Iteration 4Q: 3 clusters Score -508737 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -508826.250000 Penalty: 2709.793945
	Iteration 5Q: 3 clusters Score -508826.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -508900.312500 Penalty: 2709.793945
	Iteration 6Q: 3 clusters Score -508900.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -508995.218750 Penalty: 2709.793945
	Iteration 7Q: 3 clusters Score -508995.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -509129.000000 Penalty: 2709.793945
	Iteration 8Q: 3 clusters Score -509129 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -509290.375000 Penalty: 2709.793945
	Iteration 9Q: 3 clusters Score -509290.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -509451.281250 Penalty: 2709.793945
	Iteration 10Q: 3 clusters Score -509451.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -509616.937500 Penalty: 2709.793945
	Iteration 11Q: 3 clusters Score -509616.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -509724.437500 Penalty: 2709.793945
	Iteration 12Q: 3 clusters Score -509724.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -509804.062500 Penalty: 2709.793945
	Iteration 13Q: 3 clusters Score -509804.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -509893.562500 Penalty: 2709.793945
	Iteration 14Q: 3 clusters Score -509893.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -509955.937500 Penalty: 2709.793945
	Iteration 15Q: 3 clusters Score -509955.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -509995.187500 Penalty: 2709.793945
	Iteration 16Q: 3 clusters Score -509995.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -510035.000000 Penalty: 2709.793945
	Iteration 17Q: 3 clusters Score -510035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -510063.468750 Penalty: 2709.793945
	Iteration 18Q: 3 clusters Score -510063.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -510087.375000 Penalty: 2709.793945
	Iteration 19Q: 3 clusters Score -510087.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -510104.562500 Penalty: 2709.793945
	Iteration 20F: 3 clusters Score -510104.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -510120.812500 Penalty: 2709.793945
	Iteration 21Q: 3 clusters Score -510120.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -510134.593750 Penalty: 2709.793945
	Iteration 22Q: 3 clusters Score -510134.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -510146.562500 Penalty: 2709.793945
	Iteration 23Q: 3 clusters Score -510146.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -510166.156250 Penalty: 2709.793945
	Iteration 24Q: 3 clusters Score -510166.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -510187.437500 Penalty: 2709.793945
	Iteration 25Q: 3 clusters Score -510187.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -510207.500000 Penalty: 2709.793945
	Iteration 26Q: 3 clusters Score -510207.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -510228.000000 Penalty: 2709.793945
	Iteration 27Q: 3 clusters Score -510228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -510241.906250 Penalty: 2709.793945
	Iteration 28Q: 3 clusters Score -510241.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -510253.125000 Penalty: 2709.793945
	Iteration 29Q: 3 clusters Score -510253.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -510263.187500 Penalty: 2709.793945
	Iteration 30Q: 3 clusters Score -510263.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -510272.875000 Penalty: 2709.793945
	Iteration 31Q: 3 clusters Score -510272.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -510283.718750 Penalty: 2709.793945
	Iteration 32Q: 3 clusters Score -510283.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -510293.218750 Penalty: 2709.793945
	Iteration 33Q: 3 clusters Score -510293.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -510299.875000 Penalty: 2709.793945
	Iteration 34Q: 3 clusters Score -510299.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -510304.312500 Penalty: 2709.793945
	Iteration 35Q: 3 clusters Score -510304.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -510306.156250 Penalty: 2709.793945
	Iteration 36Q: 3 clusters Score -510306.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -510306.750000 Penalty: 2709.793945
	Iteration 37Q: 3 clusters Score -510306.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -510308.437500 Penalty: 2709.793945
	Iteration 38Q: 3 clusters Score -510308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -510309.875000 Penalty: 2709.793945
	Iteration 39Q: 3 clusters Score -510309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -510311.125000 Penalty: 2709.793945
	Iteration 40F: 3 clusters Score -510311.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -510311.500000 Penalty: 2709.793945
	Iteration 41Q: 3 clusters Score -510311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -510311.468750 Penalty: 2709.793945
	Iteration 42Q: 3 clusters Score -510311.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -510311.343750 Penalty: 2709.793945
	Iteration 43Q: 3 clusters Score -510311.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -510311.343750 Penalty: 2709.793945
	Iteration 44F: 3 clusters Score -510311.3 nChanged 0
--- Evaluating fit on full set of 1206035 points ---
Entering Unmasked Estep 
Score: -144848944.000000 Penalty: 79641.203125
24->36 Clusters: Score -144848944.000000, best is -144942864.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 402011 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 16728 members 
Mstep: Class 3 contains 16610 members 
Mstep: Class 4 contains 16646 members 
Mstep: Class 5 contains 16741 members 
Mstep: Class 6 contains 16725 members 
Mstep: Class 7 contains 17006 members 
Mstep: Class 8 contains 16618 members 
Mstep: Class 9 contains 16621 members 
Mstep: Class 10 contains 16724 members 
Mstep: Class 11 contains 16815 members 
Mstep: Class 12 contains 16678 members 
Mstep: Class 13 contains 16741 members 
Mstep: Class 14 contains 16669 members 
Mstep: Class 15 contains 16750 members 
Mstep: Class 16 contains 16924 members 
Mstep: Class 17 contains 16768 members 
Mstep: Class 18 contains 16958 members 
Mstep: Class 19 contains 16863 members 
Mstep: Class 20 contains 16848 members 
Mstep: Class 21 contains 16576 members 
Mstep: Class 22 contains 16852 members 
Mstep: Class 23 contains 16686 members 
Mstep: Class 24 contains 16674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 532.455872 but Gain 2096.937500
Score: -45941520.000000 Penalty: 48229.578125
Iteration 0F: 24 clusters Score -4.594152e+07 nChanged 382946
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 18896 members 
Mstep: Class 3 contains 17519 members 
Mstep: Class 4 contains 15488 members 
Mstep: Class 5 contains 4442 members 
Mstep: Class 6 contains 11954 members 
Mstep: Class 7 contains 32612 members 
Mstep: Class 9 contains 24766 members 
Mstep: Class 10 contains 8518 members 
Mstep: Class 11 contains 23505 members 
Mstep: Class 12 contains 28325 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 19484 members 
Mstep: Class 15 contains 11395 members 
Mstep: Class 16 contains 14828 members 
Mstep: Class 17 contains 22698 members 
Mstep: Class 18 contains 10148 members 
Mstep: Class 19 contains 18518 members 
Mstep: Class 20 contains 12868 members 
Mstep: Class 21 contains 24740 members 
Mstep: Class 22 contains 22466 members 
Mstep: Class 23 contains 18103 members 
Mstep: Class 24 contains 10707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47219956.000000 Penalty: 48229.578125
Iteration 1F: 24 clusters Score -4.721996e+07 nChanged 166932
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 17243 members 
Mstep: Class 3 contains 20228 members 
Mstep: Class 4 contains 8540 members 
Mstep: Class 5 contains 5440 members 
Mstep: Class 6 contains 13996 members 
Mstep: Class 7 contains 38669 members 
Mstep: Class 9 contains 22750 members 
Mstep: Class 10 contains 4743 members 
Mstep: Class 11 contains 17527 members 
Mstep: Class 12 contains 23682 members 
Mstep: Class 13 contains 7990 members 
Mstep: Class 14 contains 23459 members 
Mstep: Class 15 contains 9730 members 
Mstep: Class 16 contains 17206 members 
Mstep: Class 17 contains 31702 members 
Mstep: Class 18 contains 9487 members 
Mstep: Class 19 contains 16788 members 
Mstep: Class 20 contains 14311 members 
Mstep: Class 21 contains 30484 members 
Mstep: Class 22 contains 31523 members 
Mstep: Class 23 contains 15748 members 
Mstep: Class 24 contains 8974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47605632.000000 Penalty: 48229.578125
Iteration 2F: 24 clusters Score -4.760563e+07 nChanged 115507
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 17225 members 
Mstep: Class 3 contains 18758 members 
Mstep: Class 4 contains 7517 members 
Mstep: Class 5 contains 7568 members 
Mstep: Class 6 contains 15585 members 
Mstep: Class 7 contains 37597 members 
Mstep: Class 9 contains 17237 members 
Mstep: Class 10 contains 3869 members 
Mstep: Class 11 contains 15203 members 
Mstep: Class 12 contains 18599 members 
Mstep: Class 13 contains 8694 members 
Mstep: Class 14 contains 23677 members 
Mstep: Class 15 contains 9007 members 
Mstep: Class 16 contains 15979 members 
Mstep: Class 17 contains 34619 members 
Mstep: Class 18 contains 9743 members 
Mstep: Class 19 contains 15465 members 
Mstep: Class 20 contains 19928 members 
Mstep: Class 21 contains 32409 members 
Mstep: Class 22 contains 47208 members 
Mstep: Class 23 contains 12898 members 
Mstep: Class 24 contains 6762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47793272.000000 Penalty: 48229.578125
Iteration 3F: 24 clusters Score -4.779327e+07 nChanged 81856
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 17177 members 
Mstep: Class 3 contains 15693 members 
Mstep: Class 4 contains 7783 members 
Mstep: Class 5 contains 9558 members 
Mstep: Class 6 contains 14505 members 
Mstep: Class 7 contains 37988 members 
Mstep: Class 9 contains 12176 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 14466 members 
Mstep: Class 12 contains 16484 members 
Mstep: Class 13 contains 9462 members 
Mstep: Class 14 contains 22699 members 
Mstep: Class 15 contains 8322 members 
Mstep: Class 16 contains 13406 members 
Mstep: Class 17 contains 34467 members 
Mstep: Class 18 contains 9361 members 
Mstep: Class 19 contains 14464 members 
Mstep: Class 20 contains 26073 members 
Mstep: Class 21 contains 33512 members 
Mstep: Class 22 contains 58476 members 
Mstep: Class 23 contains 12228 members 
Mstep: Class 24 contains 5198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47893488.000000 Penalty: 48229.578125
Iteration 4F: 24 clusters Score -4.789349e+07 nChanged 60932
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 18049 members 
Mstep: Class 3 contains 13027 members 
Mstep: Class 4 contains 7856 members 
Mstep: Class 5 contains 11231 members 
Mstep: Class 6 contains 11723 members 
Mstep: Class 7 contains 41217 members 
Mstep: Class 9 contains 8492 members 
Mstep: Class 10 contains 4571 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 15677 members 
Mstep: Class 13 contains 9651 members 
Mstep: Class 14 contains 22600 members 
Mstep: Class 15 contains 6837 members 
Mstep: Class 16 contains 11117 members 
Mstep: Class 17 contains 33840 members 
Mstep: Class 18 contains 8852 members 
Mstep: Class 19 contains 13765 members 
Mstep: Class 20 contains 30779 members 
Mstep: Class 21 contains 34941 members 
Mstep: Class 22 contains 64073 members 
Mstep: Class 23 contains 12103 members 
Mstep: Class 24 contains 4265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -47961388.000000 Penalty: 48229.578125
Iteration 5F: 24 clusters Score -4.796139e+07 nChanged 48294
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 19691 members 
Mstep: Class 3 contains 11203 members 
Mstep: Class 4 contains 7842 members 
Mstep: Class 5 contains 12398 members 
Mstep: Class 6 contains 8113 members 
Mstep: Class 7 contains 45388 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 4900 members 
Mstep: Class 11 contains 12920 members 
Mstep: Class 12 contains 14947 members 
Mstep: Class 13 contains 9496 members 
Mstep: Class 14 contains 23311 members 
Mstep: Class 15 contains 5479 members 
Mstep: Class 16 contains 9152 members 
Mstep: Class 17 contains 33494 members 
Mstep: Class 18 contains 8491 members 
Mstep: Class 19 contains 12720 members 
Mstep: Class 20 contains 33929 members 
Mstep: Class 21 contains 36220 members 
Mstep: Class 22 contains 66828 members 
Mstep: Class 23 contains 11999 members 
Mstep: Class 24 contains 3808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48013212.000000 Penalty: 48229.578125
Iteration 6F: 24 clusters Score -4.801321e+07 nChanged 38463
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 21615 members 
Mstep: Class 3 contains 10317 members 
Mstep: Class 4 contains 7791 members 
Mstep: Class 5 contains 13348 members 
Mstep: Class 6 contains 4820 members 
Mstep: Class 7 contains 48632 members 
Mstep: Class 9 contains 4921 members 
Mstep: Class 10 contains 4832 members 
Mstep: Class 11 contains 12517 members 
Mstep: Class 12 contains 14185 members 
Mstep: Class 13 contains 9310 members 
Mstep: Class 14 contains 23842 members 
Mstep: Class 15 contains 4538 members 
Mstep: Class 16 contains 7458 members 
Mstep: Class 17 contains 34220 members 
Mstep: Class 18 contains 8112 members 
Mstep: Class 19 contains 11236 members 
Mstep: Class 20 contains 35810 members 
Mstep: Class 21 contains 37195 members 
Mstep: Class 22 contains 68313 members 
Mstep: Class 23 contains 11823 members 
Mstep: Class 24 contains 3666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48051396.000000 Penalty: 48229.578125
Iteration 7F: 24 clusters Score -4.80514e+07 nChanged 31013
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 22295 members 
Mstep: Class 3 contains 10136 members 
Mstep: Class 4 contains 7851 members 
Mstep: Class 5 contains 14312 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 50665 members 
Mstep: Class 9 contains 4328 members 
Mstep: Class 10 contains 4685 members 
Mstep: Class 11 contains 12157 members 
Mstep: Class 12 contains 13290 members 
Mstep: Class 13 contains 9403 members 
Mstep: Class 14 contains 23659 members 
Mstep: Class 15 contains 3941 members 
Mstep: Class 16 contains 5908 members 
Mstep: Class 17 contains 35931 members 
Mstep: Class 18 contains 7640 members 
Mstep: Class 19 contains 9832 members 
Mstep: Class 20 contains 36967 members 
Mstep: Class 21 contains 38041 members 
Mstep: Class 22 contains 69284 members 
Mstep: Class 23 contains 11590 members 
Mstep: Class 24 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48080820.000000 Penalty: 48229.578125
Iteration 8F: 24 clusters Score -4.808082e+07 nChanged 24751
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 22262 members 
Mstep: Class 3 contains 10205 members 
Mstep: Class 4 contains 7995 members 
Mstep: Class 5 contains 14753 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 51994 members 
Mstep: Class 9 contains 4136 members 
Mstep: Class 10 contains 4470 members 
Mstep: Class 11 contains 11781 members 
Mstep: Class 12 contains 12287 members 
Mstep: Class 13 contains 9636 members 
Mstep: Class 14 contains 22889 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 4595 members 
Mstep: Class 17 contains 38404 members 
Mstep: Class 18 contains 7154 members 
Mstep: Class 19 contains 8743 members 
Mstep: Class 20 contains 37730 members 
Mstep: Class 21 contains 38576 members 
Mstep: Class 22 contains 69949 members 
Mstep: Class 23 contains 11424 members 
Mstep: Class 24 contains 3769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48102056.000000 Penalty: 48229.578125
Iteration 9F: 24 clusters Score -4.810206e+07 nChanged 20499
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 21915 members 
Mstep: Class 3 contains 10323 members 
Mstep: Class 4 contains 8195 members 
Mstep: Class 5 contains 14657 members 
Mstep: Class 6 contains 1831 members 
Mstep: Class 7 contains 52944 members 
Mstep: Class 9 contains 4191 members 
Mstep: Class 10 contains 4103 members 
Mstep: Class 11 contains 11521 members 
Mstep: Class 12 contains 11260 members 
Mstep: Class 13 contains 9741 members 
Mstep: Class 14 contains 21567 members 
Mstep: Class 15 contains 3488 members 
Mstep: Class 16 contains 3603 members 
Mstep: Class 17 contains 41390 members 
Mstep: Class 18 contains 6825 members 
Mstep: Class 19 contains 8080 members 
Mstep: Class 20 contains 38261 members 
Mstep: Class 21 contains 38903 members 
Mstep: Class 22 contains 70360 members 
Mstep: Class 23 contains 11444 members 
Mstep: Class 24 contains 3799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48118088.000000 Penalty: 48229.578125
Iteration 10F: 24 clusters Score -4.811809e+07 nChanged 17144
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 21391 members 
Mstep: Class 3 contains 10427 members 
Mstep: Class 4 contains 8257 members 
Mstep: Class 5 contains 14367 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 53596 members 
Mstep: Class 9 contains 4323 members 
Mstep: Class 10 contains 3846 members 
Mstep: Class 11 contains 11326 members 
Mstep: Class 12 contains 10280 members 
Mstep: Class 13 contains 9797 members 
Mstep: Class 14 contains 20134 members 
Mstep: Class 15 contains 3408 members 
Mstep: Class 16 contains 2893 members 
Mstep: Class 17 contains 44432 members 
Mstep: Class 18 contains 6542 members 
Mstep: Class 19 contains 7638 members 
Mstep: Class 20 contains 38561 members 
Mstep: Class 21 contains 39008 members 
Mstep: Class 22 contains 70643 members 
Mstep: Class 23 contains 11748 members 
Mstep: Class 24 contains 3847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48131560.000000 Penalty: 48229.578125
Iteration 11Q: 24 clusters Score -4.813156e+07 nChanged 14431
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 20842 members 
Mstep: Class 3 contains 10506 members 
Mstep: Class 4 contains 8299 members 
Mstep: Class 5 contains 14022 members 
Mstep: Class 6 contains 2044 members 
Mstep: Class 7 contains 54085 members 
Mstep: Class 9 contains 4411 members 
Mstep: Class 10 contains 3668 members 
Mstep: Class 11 contains 11169 members 
Mstep: Class 12 contains 9387 members 
Mstep: Class 13 contains 9820 members 
Mstep: Class 14 contains 18900 members 
Mstep: Class 15 contains 3376 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 47185 members 
Mstep: Class 18 contains 6293 members 
Mstep: Class 19 contains 7438 members 
Mstep: Class 20 contains 38749 members 
Mstep: Class 21 contains 38735 members 
Mstep: Class 22 contains 70756 members 
Mstep: Class 23 contains 12257 members 
Mstep: Class 24 contains 3920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48141860.000000 Penalty: 48229.578125
Iteration 12Q: 24 clusters Score -4.814186e+07 nChanged 12145
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 20428 members 
Mstep: Class 3 contains 10551 members 
Mstep: Class 4 contains 8387 members 
Mstep: Class 5 contains 13622 members 
Mstep: Class 6 contains 2185 members 
Mstep: Class 7 contains 54469 members 
Mstep: Class 9 contains 4512 members 
Mstep: Class 10 contains 3518 members 
Mstep: Class 11 contains 11034 members 
Mstep: Class 12 contains 8560 members 
Mstep: Class 13 contains 9794 members 
Mstep: Class 14 contains 17857 members 
Mstep: Class 15 contains 3326 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 17 contains 49573 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 7627 members 
Mstep: Class 20 contains 38793 members 
Mstep: Class 21 contains 38221 members 
Mstep: Class 22 contains 70708 members 
Mstep: Class 23 contains 12911 members 
Mstep: Class 24 contains 3922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48150092.000000 Penalty: 48229.578125
Iteration 13Q: 24 clusters Score -4.815009e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 20201 members 
Mstep: Class 3 contains 10513 members 
Mstep: Class 4 contains 8489 members 
Mstep: Class 5 contains 13283 members 
Mstep: Class 6 contains 2314 members 
Mstep: Class 7 contains 54881 members 
Mstep: Class 9 contains 4590 members 
Mstep: Class 10 contains 3400 members 
Mstep: Class 11 contains 10890 members 
Mstep: Class 12 contains 7858 members 
Mstep: Class 13 contains 9738 members 
Mstep: Class 14 contains 17172 members 
Mstep: Class 15 contains 3300 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 17 contains 51512 members 
Mstep: Class 18 contains 5860 members 
Mstep: Class 19 contains 7847 members 
Mstep: Class 20 contains 38773 members 
Mstep: Class 21 contains 37570 members 
Mstep: Class 22 contains 70480 members 
Mstep: Class 23 contains 13606 members 
Mstep: Class 24 contains 3880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1989.884766 but Gain 2096.937500
Score: -48155652.000000 Penalty: 46132.640625
Iteration 14Q: 23 clusters Score -4.815565e+07 nChanged 9749
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 20118 members 
Mstep: Class 3 contains 10883 members 
Mstep: Class 4 contains 8586 members 
Mstep: Class 5 contains 12980 members 
Mstep: Class 6 contains 2436 members 
Mstep: Class 7 contains 55269 members 
Mstep: Class 9 contains 4671 members 
Mstep: Class 10 contains 3285 members 
Mstep: Class 11 contains 10757 members 
Mstep: Class 12 contains 7314 members 
Mstep: Class 13 contains 9670 members 
Mstep: Class 14 contains 16825 members 
Mstep: Class 15 contains 3278 members 
Mstep: Class 17 contains 53374 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 7983 members 
Mstep: Class 20 contains 38677 members 
Mstep: Class 21 contains 36921 members 
Mstep: Class 22 contains 71042 members 
Mstep: Class 23 contains 14250 members 
Mstep: Class 24 contains 3860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48161320.000000 Penalty: 46132.640625
Iteration 15Q: 23 clusters Score -4.816132e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 20104 members 
Mstep: Class 3 contains 10927 members 
Mstep: Class 4 contains 8738 members 
Mstep: Class 5 contains 12721 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 55509 members 
Mstep: Class 9 contains 4735 members 
Mstep: Class 10 contains 3146 members 
Mstep: Class 11 contains 10640 members 
Mstep: Class 12 contains 6693 members 
Mstep: Class 13 contains 9633 members 
Mstep: Class 14 contains 16540 members 
Mstep: Class 15 contains 3270 members 
Mstep: Class 17 contains 54785 members 
Mstep: Class 18 contains 5564 members 
Mstep: Class 19 contains 8016 members 
Mstep: Class 20 contains 38585 members 
Mstep: Class 21 contains 36329 members 
Mstep: Class 22 contains 70605 members 
Mstep: Class 23 contains 14789 members 
Mstep: Class 24 contains 3882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48165128.000000 Penalty: 46132.640625
Iteration 16Q: 23 clusters Score -4.816513e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 20125 members 
Mstep: Class 3 contains 10959 members 
Mstep: Class 4 contains 8766 members 
Mstep: Class 5 contains 12522 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 55758 members 
Mstep: Class 9 contains 4790 members 
Mstep: Class 10 contains 3099 members 
Mstep: Class 11 contains 10540 members 
Mstep: Class 12 contains 6178 members 
Mstep: Class 13 contains 9604 members 
Mstep: Class 14 contains 16310 members 
Mstep: Class 15 contains 3273 members 
Mstep: Class 17 contains 56066 members 
Mstep: Class 18 contains 5448 members 
Mstep: Class 19 contains 8044 members 
Mstep: Class 20 contains 38497 members 
Mstep: Class 21 contains 35783 members 
Mstep: Class 22 contains 70139 members 
Mstep: Class 23 contains 15236 members 
Mstep: Class 24 contains 3910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48166892.000000 Penalty: 46132.640625
Iteration 17Q: 23 clusters Score -4.816689e+07 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 20160 members 
Mstep: Class 3 contains 10958 members 
Mstep: Class 4 contains 8786 members 
Mstep: Class 5 contains 12332 members 
Mstep: Class 6 contains 2642 members 
Mstep: Class 7 contains 56025 members 
Mstep: Class 9 contains 4836 members 
Mstep: Class 10 contains 3081 members 
Mstep: Class 11 contains 10421 members 
Mstep: Class 12 contains 5761 members 
Mstep: Class 13 contains 9599 members 
Mstep: Class 14 contains 16129 members 
Mstep: Class 15 contains 3270 members 
Mstep: Class 17 contains 57218 members 
Mstep: Class 18 contains 5351 members 
Mstep: Class 19 contains 8057 members 
Mstep: Class 20 contains 38408 members 
Mstep: Class 21 contains 35332 members 
Mstep: Class 22 contains 69639 members 
Mstep: Class 23 contains 15591 members 
Mstep: Class 24 contains 3949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48168456.000000 Penalty: 46132.640625
Iteration 18Q: 23 clusters Score -4.816846e+07 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 20201 members 
Mstep: Class 3 contains 10908 members 
Mstep: Class 4 contains 8800 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 56433 members 
Mstep: Class 9 contains 4870 members 
Mstep: Class 10 contains 3083 members 
Mstep: Class 11 contains 10300 members 
Mstep: Class 12 contains 5393 members 
Mstep: Class 13 contains 9600 members 
Mstep: Class 14 contains 16010 members 
Mstep: Class 15 contains 3267 members 
Mstep: Class 17 contains 58167 members 
Mstep: Class 18 contains 5271 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 38290 members 
Mstep: Class 21 contains 34933 members 
Mstep: Class 22 contains 69182 members 
Mstep: Class 23 contains 15884 members 
Mstep: Class 24 contains 3997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48169672.000000 Penalty: 46132.640625
Iteration 19Q: 23 clusters Score -4.816967e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 20249 members 
Mstep: Class 3 contains 10931 members 
Mstep: Class 4 contains 8789 members 
Mstep: Class 5 contains 11952 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 56889 members 
Mstep: Class 9 contains 4908 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 10215 members 
Mstep: Class 12 contains 5048 members 
Mstep: Class 13 contains 9603 members 
Mstep: Class 14 contains 15877 members 
Mstep: Class 15 contains 3267 members 
Mstep: Class 17 contains 59013 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 8025 members 
Mstep: Class 20 contains 38148 members 
Mstep: Class 21 contains 34595 members 
Mstep: Class 22 contains 68707 members 
Mstep: Class 23 contains 16129 members 
Mstep: Class 24 contains 4049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48172132.000000 Penalty: 46132.640625
Iteration 20F: 23 clusters Score -4.817213e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 20286 members 
Mstep: Class 3 contains 11184 members 
Mstep: Class 4 contains 8759 members 
Mstep: Class 5 contains 11759 members 
Mstep: Class 6 contains 2777 members 
Mstep: Class 7 contains 57312 members 
Mstep: Class 9 contains 4891 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 10117 members 
Mstep: Class 12 contains 4726 members 
Mstep: Class 13 contains 9612 members 
Mstep: Class 14 contains 15800 members 
Mstep: Class 15 contains 3261 members 
Mstep: Class 17 contains 59659 members 
Mstep: Class 18 contains 5110 members 
Mstep: Class 19 contains 8027 members 
Mstep: Class 20 contains 37962 members 
Mstep: Class 21 contains 34349 members 
Mstep: Class 22 contains 68144 members 
Mstep: Class 23 contains 16322 members 
Mstep: Class 24 contains 4085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48173688.000000 Penalty: 46132.640625
Iteration 21Q: 23 clusters Score -4.817369e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 20330 members 
Mstep: Class 3 contains 11464 members 
Mstep: Class 4 contains 8718 members 
Mstep: Class 5 contains 11607 members 
Mstep: Class 6 contains 2842 members 
Mstep: Class 7 contains 57565 members 
Mstep: Class 9 contains 4883 members 
Mstep: Class 10 contains 3084 members 
Mstep: Class 11 contains 10046 members 
Mstep: Class 12 contains 4482 members 
Mstep: Class 13 contains 9617 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 15 contains 3250 members 
Mstep: Class 17 contains 60233 members 
Mstep: Class 18 contains 5041 members 
Mstep: Class 19 contains 8018 members 
Mstep: Class 20 contains 37804 members 
Mstep: Class 21 contains 34158 members 
Mstep: Class 22 contains 67688 members 
Mstep: Class 23 contains 16463 members 
Mstep: Class 24 contains 4133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48174856.000000 Penalty: 46132.640625
Iteration 22Q: 23 clusters Score -4.817486e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 20380 members 
Mstep: Class 3 contains 11751 members 
Mstep: Class 4 contains 8697 members 
Mstep: Class 5 contains 11451 members 
Mstep: Class 6 contains 2888 members 
Mstep: Class 7 contains 57709 members 
Mstep: Class 9 contains 4883 members 
Mstep: Class 10 contains 3085 members 
Mstep: Class 11 contains 9978 members 
Mstep: Class 12 contains 4302 members 
Mstep: Class 13 contains 9615 members 
Mstep: Class 14 contains 15676 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 17 contains 60702 members 
Mstep: Class 18 contains 5029 members 
Mstep: Class 19 contains 7999 members 
Mstep: Class 20 contains 37678 members 
Mstep: Class 21 contains 33988 members 
Mstep: Class 22 contains 67251 members 
Mstep: Class 23 contains 16582 members 
Mstep: Class 24 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48175636.000000 Penalty: 46132.640625
Iteration 23Q: 23 clusters Score -4.817564e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 20431 members 
Mstep: Class 3 contains 11973 members 
Mstep: Class 4 contains 8711 members 
Mstep: Class 5 contains 11325 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 57803 members 
Mstep: Class 9 contains 4877 members 
Mstep: Class 10 contains 3086 members 
Mstep: Class 11 contains 9912 members 
Mstep: Class 12 contains 4149 members 
Mstep: Class 13 contains 9624 members 
Mstep: Class 14 contains 15650 members 
Mstep: Class 15 contains 3236 members 
Mstep: Class 17 contains 61093 members 
Mstep: Class 18 contains 5037 members 
Mstep: Class 19 contains 7983 members 
Mstep: Class 20 contains 37556 members 
Mstep: Class 21 contains 33863 members 
Mstep: Class 22 contains 66967 members 
Mstep: Class 23 contains 16681 members 
Mstep: Class 24 contains 4271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48176192.000000 Penalty: 46132.640625
Iteration 24Q: 23 clusters Score -4.817619e+07 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 20467 members 
Mstep: Class 3 contains 12180 members 
Mstep: Class 4 contains 8773 members 
Mstep: Class 5 contains 11184 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 57873 members 
Mstep: Class 9 contains 4864 members 
Mstep: Class 10 contains 3087 members 
Mstep: Class 11 contains 9852 members 
Mstep: Class 12 contains 4019 members 
Mstep: Class 13 contains 9625 members 
Mstep: Class 14 contains 15635 members 
Mstep: Class 15 contains 3231 members 
Mstep: Class 17 contains 61451 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 7970 members 
Mstep: Class 20 contains 37457 members 
Mstep: Class 21 contains 33771 members 
Mstep: Class 22 contains 66747 members 
Mstep: Class 23 contains 16771 members 
Mstep: Class 24 contains 4342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48176768.000000 Penalty: 46132.640625
Iteration 25Q: 23 clusters Score -4.817677e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 20498 members 
Mstep: Class 3 contains 12315 members 
Mstep: Class 4 contains 8819 members 
Mstep: Class 5 contains 11018 members 
Mstep: Class 6 contains 2968 members 
Mstep: Class 7 contains 57897 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 9802 members 
Mstep: Class 12 contains 3910 members 
Mstep: Class 13 contains 9620 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 17 contains 61764 members 
Mstep: Class 18 contains 5156 members 
Mstep: Class 19 contains 7956 members 
Mstep: Class 20 contains 37370 members 
Mstep: Class 21 contains 33689 members 
Mstep: Class 22 contains 66642 members 
Mstep: Class 23 contains 16861 members 
Mstep: Class 24 contains 4426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48177200.000000 Penalty: 46132.640625
Iteration 26Q: 23 clusters Score -4.81772e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 20531 members 
Mstep: Class 3 contains 12423 members 
Mstep: Class 4 contains 8862 members 
Mstep: Class 5 contains 10839 members 
Mstep: Class 6 contains 2987 members 
Mstep: Class 7 contains 57918 members 
Mstep: Class 9 contains 4860 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 9747 members 
Mstep: Class 12 contains 3829 members 
Mstep: Class 13 contains 9619 members 
Mstep: Class 14 contains 15611 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 17 contains 62007 members 
Mstep: Class 18 contains 5223 members 
Mstep: Class 19 contains 7948 members 
Mstep: Class 20 contains 37274 members 
Mstep: Class 21 contains 33640 members 
Mstep: Class 22 contains 66571 members 
Mstep: Class 23 contains 16939 members 
Mstep: Class 24 contains 4540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48177748.000000 Penalty: 46132.640625
Iteration 27Q: 23 clusters Score -4.817775e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 20566 members 
Mstep: Class 3 contains 12503 members 
Mstep: Class 4 contains 8901 members 
Mstep: Class 5 contains 10649 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 57919 members 
Mstep: Class 9 contains 4864 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 9709 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 9625 members 
Mstep: Class 14 contains 15595 members 
Mstep: Class 15 contains 3222 members 
Mstep: Class 17 contains 62211 members 
Mstep: Class 18 contains 5274 members 
Mstep: Class 19 contains 7940 members 
Mstep: Class 20 contains 37187 members 
Mstep: Class 21 contains 33597 members 
Mstep: Class 22 contains 66540 members 
Mstep: Class 23 contains 17032 members 
Mstep: Class 24 contains 4649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48178120.000000 Penalty: 46132.640625
Iteration 28Q: 23 clusters Score -4.817812e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 20591 members 
Mstep: Class 3 contains 12579 members 
Mstep: Class 4 contains 8940 members 
Mstep: Class 5 contains 10468 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 57892 members 
Mstep: Class 9 contains 4869 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 9664 members 
Mstep: Class 12 contains 3736 members 
Mstep: Class 13 contains 9628 members 
Mstep: Class 14 contains 15573 members 
Mstep: Class 15 contains 3216 members 
Mstep: Class 17 contains 62399 members 
Mstep: Class 18 contains 5318 members 
Mstep: Class 19 contains 7916 members 
Mstep: Class 20 contains 37122 members 
Mstep: Class 21 contains 33529 members 
Mstep: Class 22 contains 66547 members 
Mstep: Class 23 contains 17125 members 
Mstep: Class 24 contains 4776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48178660.000000 Penalty: 46132.640625
Iteration 29Q: 23 clusters Score -4.817866e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 20628 members 
Mstep: Class 3 contains 12629 members 
Mstep: Class 4 contains 9001 members 
Mstep: Class 5 contains 10296 members 
Mstep: Class 6 contains 3063 members 
Mstep: Class 7 contains 57859 members 
Mstep: Class 9 contains 4870 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 9626 members 
Mstep: Class 12 contains 3738 members 
Mstep: Class 13 contains 9628 members 
Mstep: Class 14 contains 15592 members 
Mstep: Class 15 contains 3211 members 
Mstep: Class 17 contains 62548 members 
Mstep: Class 18 contains 5352 members 
Mstep: Class 19 contains 7886 members 
Mstep: Class 20 contains 37049 members 
Mstep: Class 21 contains 33449 members 
Mstep: Class 22 contains 66542 members 
Mstep: Class 23 contains 17200 members 
Mstep: Class 24 contains 4883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48179004.000000 Penalty: 46132.640625
Iteration 30Q: 23 clusters Score -4.8179e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 20656 members 
Mstep: Class 3 contains 12669 members 
Mstep: Class 4 contains 9046 members 
Mstep: Class 5 contains 10128 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 57805 members 
Mstep: Class 9 contains 4872 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 9586 members 
Mstep: Class 12 contains 3732 members 
Mstep: Class 13 contains 9631 members 
Mstep: Class 14 contains 15587 members 
Mstep: Class 15 contains 3206 members 
Mstep: Class 17 contains 62650 members 
Mstep: Class 18 contains 5383 members 
Mstep: Class 19 contains 7854 members 
Mstep: Class 20 contains 36995 members 
Mstep: Class 21 contains 33401 members 
Mstep: Class 22 contains 66574 members 
Mstep: Class 23 contains 17268 members 
Mstep: Class 24 contains 5000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48179448.000000 Penalty: 46132.640625
Iteration 31Q: 23 clusters Score -4.817945e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 20685 members 
Mstep: Class 3 contains 12713 members 
Mstep: Class 4 contains 9109 members 
Mstep: Class 5 contains 9958 members 
Mstep: Class 6 contains 3111 members 
Mstep: Class 7 contains 57766 members 
Mstep: Class 9 contains 4879 members 
Mstep: Class 10 contains 3093 members 
Mstep: Class 11 contains 9546 members 
Mstep: Class 12 contains 3725 members 
Mstep: Class 13 contains 9634 members 
Mstep: Class 14 contains 15579 members 
Mstep: Class 15 contains 3201 members 
Mstep: Class 17 contains 62738 members 
Mstep: Class 18 contains 5398 members 
Mstep: Class 19 contains 7829 members 
Mstep: Class 20 contains 36935 members 
Mstep: Class 21 contains 33354 members 
Mstep: Class 22 contains 66609 members 
Mstep: Class 23 contains 17330 members 
Mstep: Class 24 contains 5093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48179820.000000 Penalty: 46132.640625
Iteration 32Q: 23 clusters Score -4.817982e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 20727 members 
Mstep: Class 3 contains 12758 members 
Mstep: Class 4 contains 9160 members 
Mstep: Class 5 contains 9778 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 57715 members 
Mstep: Class 9 contains 4881 members 
Mstep: Class 10 contains 3093 members 
Mstep: Class 11 contains 9514 members 
Mstep: Class 12 contains 3727 members 
Mstep: Class 13 contains 9637 members 
Mstep: Class 14 contains 15569 members 
Mstep: Class 15 contains 3194 members 
Mstep: Class 17 contains 62801 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 7800 members 
Mstep: Class 20 contains 36895 members 
Mstep: Class 21 contains 33314 members 
Mstep: Class 22 contains 66658 members 
Mstep: Class 23 contains 17379 members 
Mstep: Class 24 contains 5195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48180248.000000 Penalty: 46132.640625
Iteration 33Q: 23 clusters Score -4.818025e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 20761 members 
Mstep: Class 3 contains 12789 members 
Mstep: Class 4 contains 9199 members 
Mstep: Class 5 contains 9610 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 57656 members 
Mstep: Class 9 contains 4884 members 
Mstep: Class 10 contains 3093 members 
Mstep: Class 11 contains 9486 members 
Mstep: Class 12 contains 3732 members 
Mstep: Class 13 contains 9633 members 
Mstep: Class 14 contains 15578 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 17 contains 62831 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 7794 members 
Mstep: Class 20 contains 36871 members 
Mstep: Class 21 contains 33272 members 
Mstep: Class 22 contains 66702 members 
Mstep: Class 23 contains 17425 members 
Mstep: Class 24 contains 5302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48180576.000000 Penalty: 46132.640625
Iteration 34Q: 23 clusters Score -4.818058e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 20797 members 
Mstep: Class 3 contains 12813 members 
Mstep: Class 4 contains 9249 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 57592 members 
Mstep: Class 9 contains 4888 members 
Mstep: Class 10 contains 3093 members 
Mstep: Class 11 contains 9462 members 
Mstep: Class 12 contains 3735 members 
Mstep: Class 13 contains 9633 members 
Mstep: Class 14 contains 15586 members 
Mstep: Class 15 contains 3174 members 
Mstep: Class 17 contains 62870 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 7783 members 
Mstep: Class 20 contains 36844 members 
Mstep: Class 21 contains 33245 members 
Mstep: Class 22 contains 66746 members 
Mstep: Class 23 contains 17456 members 
Mstep: Class 24 contains 5396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48180844.000000 Penalty: 46132.640625
Iteration 35Q: 23 clusters Score -4.818084e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 20826 members 
Mstep: Class 3 contains 12836 members 
Mstep: Class 4 contains 9288 members 
Mstep: Class 5 contains 9318 members 
Mstep: Class 6 contains 3173 members 
Mstep: Class 7 contains 57530 members 
Mstep: Class 9 contains 4891 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 9434 members 
Mstep: Class 12 contains 3738 members 
Mstep: Class 13 contains 9637 members 
Mstep: Class 14 contains 15580 members 
Mstep: Class 15 contains 3162 members 
Mstep: Class 17 contains 62875 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 7784 members 
Mstep: Class 20 contains 36834 members 
Mstep: Class 21 contains 33222 members 
Mstep: Class 22 contains 66794 members 
Mstep: Class 23 contains 17481 members 
Mstep: Class 24 contains 5479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48180964.000000 Penalty: 46132.640625
Iteration 36Q: 23 clusters Score -4.818096e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 20855 members 
Mstep: Class 3 contains 12858 members 
Mstep: Class 4 contains 9327 members 
Mstep: Class 5 contains 9201 members 
Mstep: Class 6 contains 3185 members 
Mstep: Class 7 contains 57472 members 
Mstep: Class 9 contains 4892 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 9403 members 
Mstep: Class 12 contains 3743 members 
Mstep: Class 13 contains 9639 members 
Mstep: Class 14 contains 15573 members 
Mstep: Class 15 contains 3152 members 
Mstep: Class 17 contains 62869 members 
Mstep: Class 18 contains 5404 members 
Mstep: Class 19 contains 7799 members 
Mstep: Class 20 contains 36832 members 
Mstep: Class 21 contains 33203 members 
Mstep: Class 22 contains 66842 members 
Mstep: Class 23 contains 17485 members 
Mstep: Class 24 contains 5568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48181212.000000 Penalty: 46132.640625
Iteration 37Q: 23 clusters Score -4.818121e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 20877 members 
Mstep: Class 3 contains 12878 members 
Mstep: Class 4 contains 9344 members 
Mstep: Class 5 contains 9116 members 
Mstep: Class 6 contains 3204 members 
Mstep: Class 7 contains 57422 members 
Mstep: Class 9 contains 4891 members 
Mstep: Class 10 contains 3092 members 
Mstep: Class 11 contains 9380 members 
Mstep: Class 12 contains 3752 members 
Mstep: Class 13 contains 9640 members 
Mstep: Class 14 contains 15565 members 
Mstep: Class 15 contains 3141 members 
Mstep: Class 17 contains 62849 members 
Mstep: Class 18 contains 5392 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 36828 members 
Mstep: Class 21 contains 33194 members 
Mstep: Class 22 contains 66864 members 
Mstep: Class 23 contains 17479 members 
Mstep: Class 24 contains 5623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48181676.000000 Penalty: 46132.640625
Iteration 38Q: 23 clusters Score -4.818168e+07 nChanged 781
Entering ConstructFrom: 
Score: -48181676.000000 Penalty: 46132.640625
Entering ConstructFrom: 
Trying to split cluster 1 (3656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Entering Unmasked Estep 
Score: -421472.156250 Penalty: 1333.170410
	Iteration 0F: 2 clusters Score -421472.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -418401.843750 Penalty: 2666.340820
	Iteration 0F: 3 clusters Score -418401.8 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -419611.000000 Penalty: 2666.340820
	Iteration 1F: 3 clusters Score -419611 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -420168.343750 Penalty: 2666.340820
	Iteration 2F: 3 clusters Score -420168.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -420530.750000 Penalty: 2666.340820
	Iteration 3F: 3 clusters Score -420530.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -420703.187500 Penalty: 2666.340820
	Iteration 4F: 3 clusters Score -420703.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -420833.156250 Penalty: 2666.340820
	Iteration 5Q: 3 clusters Score -420833.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -421008.000000 Penalty: 2666.340820
	Iteration 6Q: 3 clusters Score -421008 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -421188.468750 Penalty: 2666.340820
	Iteration 7Q: 3 clusters Score -421188.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -421325.406250 Penalty: 2666.340820
	Iteration 8Q: 3 clusters Score -421325.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -421438.843750 Penalty: 2666.340820
	Iteration 9Q: 3 clusters Score -421438.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -421503.968750 Penalty: 2666.340820
	Iteration 10Q: 3 clusters Score -421504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -421545.531250 Penalty: 2666.340820
	Iteration 11Q: 3 clusters Score -421545.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -421575.656250 Penalty: 2666.340820
	Iteration 12Q: 3 clusters Score -421575.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -421602.156250 Penalty: 2666.340820
	Iteration 13Q: 3 clusters Score -421602.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -421625.500000 Penalty: 2666.340820
	Iteration 14Q: 3 clusters Score -421625.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -421655.187500 Penalty: 2666.340820
	Iteration 15Q: 3 clusters Score -421655.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -421669.906250 Penalty: 2666.340820
	Iteration 16Q: 3 clusters Score -421669.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -421676.281250 Penalty: 2666.340820
	Iteration 17Q: 3 clusters Score -421676.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -421682.937500 Penalty: 2666.340820
	Iteration 18Q: 3 clusters Score -421682.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -421686.906250 Penalty: 2666.340820
	Iteration 19Q: 3 clusters Score -421686.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -421690.031250 Penalty: 2666.340820
	Iteration 20F: 3 clusters Score -421690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -421691.750000 Penalty: 2666.340820
	Iteration 21Q: 3 clusters Score -421691.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -421692.781250 Penalty: 2666.340820
	Iteration 22Q: 3 clusters Score -421692.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -421692.500000 Penalty: 2666.340820
	Iteration 23Q: 3 clusters Score -421692.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -421692.500000 Penalty: 2666.340820
	Iteration 24F: 3 clusters Score -421692.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 20901 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 9359 members 
Mstep: Class 5 contains 9032 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 57375 members 
Mstep: Class 8 contains 1580 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 9362 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 9642 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 20 contains 36831 members 
Mstep: Class 21 contains 33193 members 
Mstep: Class 22 contains 66901 members 
Mstep: Class 23 contains 17476 members 
Mstep: Class 24 contains 5645 members 
Entering Unmasked Estep 
Score: -48181292.000000 Penalty: 48229.578125
Splitting cluster 1 changes total score from -48181676.000000 to -48181292.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (20901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Entering Unmasked Estep 
Score: -2587827.500000 Penalty: 1616.477295
	Iteration 0F: 2 clusters Score -2587828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2573607.250000 Penalty: 3232.954590
	Iteration 0F: 3 clusters Score -2573607 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2579649.000000 Penalty: 3232.954590
	Iteration 1F: 3 clusters Score -2579649 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2582094.000000 Penalty: 3232.954590
	Iteration 2F: 3 clusters Score -2582094 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2585080.250000 Penalty: 3232.954590
	Iteration 3F: 3 clusters Score -2585080 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2587300.750000 Penalty: 3232.954590
	Iteration 4F: 3 clusters Score -2587301 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2588375.000000 Penalty: 3232.954590
	Iteration 5F: 3 clusters Score -2588375 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2588801.250000 Penalty: 3232.954590
	Iteration 6Q: 3 clusters Score -2588801 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2588978.000000 Penalty: 3232.954590
	Iteration 7Q: 3 clusters Score -2588978 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2589078.500000 Penalty: 3232.954590
	Iteration 8Q: 3 clusters Score -2589078 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2589160.750000 Penalty: 3232.954590
	Iteration 9Q: 3 clusters Score -2589161 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2589231.750000 Penalty: 3232.954590
	Iteration 10Q: 3 clusters Score -2589232 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2589291.500000 Penalty: 3232.954590
	Iteration 11Q: 3 clusters Score -2589292 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2589325.750000 Penalty: 3232.954590
	Iteration 12Q: 3 clusters Score -2589326 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2589358.250000 Penalty: 3232.954590
	Iteration 13Q: 3 clusters Score -2589358 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2589398.250000 Penalty: 3232.954590
	Iteration 14Q: 3 clusters Score -2589398 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2589425.000000 Penalty: 3232.954590
	Iteration 15Q: 3 clusters Score -2589425 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2589441.500000 Penalty: 3232.954590
	Iteration 16Q: 3 clusters Score -2589442 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2589458.750000 Penalty: 3232.954590
	Iteration 17Q: 3 clusters Score -2589459 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2589464.750000 Penalty: 3232.954590
	Iteration 18Q: 3 clusters Score -2589465 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2589482.000000 Penalty: 3232.954590
	Iteration 19Q: 3 clusters Score -2589482 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -2589480.000000 Penalty: 3232.954590
	Iteration 20F: 3 clusters Score -2589480 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2589489.250000 Penalty: 3232.954590
	Iteration 21Q: 3 clusters Score -2589489 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2589503.000000 Penalty: 3232.954590
	Iteration 22Q: 3 clusters Score -2589503 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2589501.250000 Penalty: 3232.954590
	Iteration 23Q: 3 clusters Score -2589501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -2589505.750000 Penalty: 3232.954590
	Iteration 24Q: 3 clusters Score -2589506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2589506.750000 Penalty: 3232.954590
	Iteration 25Q: 3 clusters Score -2589507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2589513.750000 Penalty: 3232.954590
	Iteration 26Q: 3 clusters Score -2589514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -2589512.250000 Penalty: 3232.954590
	Iteration 27Q: 3 clusters Score -2589512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2589509.250000 Penalty: 3232.954590
	Iteration 28Q: 3 clusters Score -2589509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2589509.500000 Penalty: 3232.954590
	Iteration 29Q: 3 clusters Score -2589510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -2589515.250000 Penalty: 3232.954590
	Iteration 30Q: 3 clusters Score -2589515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2589516.750000 Penalty: 3232.954590
	Iteration 31Q: 3 clusters Score -2589517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2589517.500000 Penalty: 3232.954590
	Iteration 32Q: 3 clusters Score -2589518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2589517.500000 Penalty: 3232.954590
	Iteration 33Q: 3 clusters Score -2589518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2589517.250000 Penalty: 3232.954590
	Iteration 34Q: 3 clusters Score -2589517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2589520.000000 Penalty: 3232.954590
	Iteration 35Q: 3 clusters Score -2589520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -2589523.750000 Penalty: 3232.954590
	Iteration 36Q: 3 clusters Score -2589524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2589525.500000 Penalty: 3232.954590
	Iteration 37Q: 3 clusters Score -2589526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2589526.250000 Penalty: 3232.954590
	Iteration 38Q: 3 clusters Score -2589526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2589523.750000 Penalty: 3232.954590
	Iteration 39Q: 3 clusters Score -2589524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2589523.750000 Penalty: 3232.954590
	Iteration 40F: 3 clusters Score -2589524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 9359 members 
Mstep: Class 5 contains 9032 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 57375 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 9362 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 9642 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 20 contains 36831 members 
Mstep: Class 21 contains 33193 members 
Mstep: Class 22 contains 66901 members 
Mstep: Class 23 contains 17476 members 
Mstep: Class 24 contains 5645 members 
Entering Unmasked Estep 
Score: -48183160.000000 Penalty: 48229.578125
Splitting cluster 2 changes total score from -48181676.000000 to -48183160.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 3 (12888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Entering Unmasked Estep 
Score: -1611755.750000 Penalty: 1537.908447
	Iteration 0F: 2 clusters Score -1611756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1602803.375000 Penalty: 3075.816895
	Iteration 0F: 3 clusters Score -1602803 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1605699.875000 Penalty: 3075.816895
	Iteration 1F: 3 clusters Score -1605700 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1605960.250000 Penalty: 3075.816895
	Iteration 2F: 3 clusters Score -1605960 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1606143.875000 Penalty: 3075.816895
	Iteration 3Q: 3 clusters Score -1606144 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1606294.500000 Penalty: 3075.816895
	Iteration 4Q: 3 clusters Score -1606294 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1606459.625000 Penalty: 3075.816895
	Iteration 5Q: 3 clusters Score -1606460 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1606642.750000 Penalty: 3075.816895
	Iteration 6Q: 3 clusters Score -1606643 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1606860.250000 Penalty: 3075.816895
	Iteration 7Q: 3 clusters Score -1606860 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1607130.375000 Penalty: 3075.816895
	Iteration 8Q: 3 clusters Score -1607130 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1607487.250000 Penalty: 3075.816895
	Iteration 9F: 3 clusters Score -1607487 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1607935.000000 Penalty: 3075.816895
	Iteration 10F: 3 clusters Score -1607935 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1608456.375000 Penalty: 3075.816895
	Iteration 11F: 3 clusters Score -1608456 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1608969.250000 Penalty: 3075.816895
	Iteration 12F: 3 clusters Score -1608969 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1609384.750000 Penalty: 3075.816895
	Iteration 13Q: 3 clusters Score -1609385 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1609778.750000 Penalty: 3075.816895
	Iteration 14Q: 3 clusters Score -1609779 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1610014.250000 Penalty: 3075.816895
	Iteration 15Q: 3 clusters Score -1610014 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1610170.000000 Penalty: 3075.816895
	Iteration 16Q: 3 clusters Score -1610170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1610273.000000 Penalty: 3075.816895
	Iteration 17Q: 3 clusters Score -1610273 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1610335.500000 Penalty: 3075.816895
	Iteration 18Q: 3 clusters Score -1610336 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1610381.625000 Penalty: 3075.816895
	Iteration 19Q: 3 clusters Score -1610382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1610406.750000 Penalty: 3075.816895
	Iteration 20F: 3 clusters Score -1610407 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1610426.250000 Penalty: 3075.816895
	Iteration 21Q: 3 clusters Score -1610426 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1610438.625000 Penalty: 3075.816895
	Iteration 22Q: 3 clusters Score -1610439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1610449.500000 Penalty: 3075.816895
	Iteration 23Q: 3 clusters Score -1610450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1610456.625000 Penalty: 3075.816895
	Iteration 24Q: 3 clusters Score -1610457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1610462.500000 Penalty: 3075.816895
	Iteration 25Q: 3 clusters Score -1610462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1610465.875000 Penalty: 3075.816895
	Iteration 26Q: 3 clusters Score -1610466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1610472.625000 Penalty: 3075.816895
	Iteration 27Q: 3 clusters Score -1610473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1610476.500000 Penalty: 3075.816895
	Iteration 28Q: 3 clusters Score -1610476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1610483.000000 Penalty: 3075.816895
	Iteration 29Q: 3 clusters Score -1610483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1610486.375000 Penalty: 3075.816895
	Iteration 30Q: 3 clusters Score -1610486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1610492.250000 Penalty: 3075.816895
	Iteration 31Q: 3 clusters Score -1610492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1610494.250000 Penalty: 3075.816895
	Iteration 32Q: 3 clusters Score -1610494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1610497.125000 Penalty: 3075.816895
	Iteration 33Q: 3 clusters Score -1610497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1610497.625000 Penalty: 3075.816895
	Iteration 34Q: 3 clusters Score -1610498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1610496.125000 Penalty: 3075.816895
	Iteration 35Q: 3 clusters Score -1610496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1610496.125000 Penalty: 3075.816895
	Iteration 36F: 3 clusters Score -1610496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Entering Unmasked Estep 
Score: -1069906.750000 Penalty: 1485.915161
	Iteration 0F: 2 clusters Score -1069907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1063208.125000 Penalty: 2971.830322
	Iteration 0F: 3 clusters Score -1063208 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1065370.625000 Penalty: 2971.830322
	Iteration 1F: 3 clusters Score -1065371 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1065715.875000 Penalty: 2971.830322
	Iteration 2F: 3 clusters Score -1065716 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1066067.750000 Penalty: 2971.830322
	Iteration 3F: 3 clusters Score -1066068 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1066443.125000 Penalty: 2971.830322
	Iteration 4F: 3 clusters Score -1066443 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1066798.750000 Penalty: 2971.830322
	Iteration 5F: 3 clusters Score -1066799 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1067155.125000 Penalty: 2971.830322
	Iteration 6F: 3 clusters Score -1067155 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1067455.250000 Penalty: 2971.830322
	Iteration 7F: 3 clusters Score -1067455 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1067680.625000 Penalty: 2971.830322
	Iteration 8Q: 3 clusters Score -1067681 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1067893.375000 Penalty: 2971.830322
	Iteration 9Q: 3 clusters Score -1067893 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1068193.250000 Penalty: 2971.830322
	Iteration 10Q: 3 clusters Score -1068193 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1068578.875000 Penalty: 2971.830322
	Iteration 11Q: 3 clusters Score -1068579 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1068947.250000 Penalty: 2971.830322
	Iteration 12Q: 3 clusters Score -1068947 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1069235.375000 Penalty: 2971.830322
	Iteration 13Q: 3 clusters Score -1069235 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1069464.000000 Penalty: 2971.830322
	Iteration 14Q: 3 clusters Score -1069464 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1069700.625000 Penalty: 2971.830322
	Iteration 15Q: 3 clusters Score -1069701 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1069970.375000 Penalty: 2971.830322
	Iteration 16Q: 3 clusters Score -1069970 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1070217.250000 Penalty: 2971.830322
	Iteration 17Q: 3 clusters Score -1070217 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1070485.750000 Penalty: 2971.830322
	Iteration 18Q: 3 clusters Score -1070486 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1070762.750000 Penalty: 2971.830322
	Iteration 19Q: 3 clusters Score -1070763 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1070944.750000 Penalty: 2971.830322
	Iteration 20F: 3 clusters Score -1070945 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1071066.000000 Penalty: 2971.830322
	Iteration 21Q: 3 clusters Score -1071066 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1071133.500000 Penalty: 2971.830322
	Iteration 22Q: 3 clusters Score -1071134 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1071185.875000 Penalty: 2971.830322
	Iteration 23Q: 3 clusters Score -1071186 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1071228.000000 Penalty: 2971.830322
	Iteration 24Q: 3 clusters Score -1071228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1071263.125000 Penalty: 2971.830322
	Iteration 25Q: 3 clusters Score -1071263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1071282.750000 Penalty: 2971.830322
	Iteration 26Q: 3 clusters Score -1071283 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1071296.875000 Penalty: 2971.830322
	Iteration 27Q: 3 clusters Score -1071297 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1071314.500000 Penalty: 2971.830322
	Iteration 28Q: 3 clusters Score -1071314 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1071328.125000 Penalty: 2971.830322
	Iteration 29Q: 3 clusters Score -1071328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1071332.750000 Penalty: 2971.830322
	Iteration 30Q: 3 clusters Score -1071333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1071335.875000 Penalty: 2971.830322
	Iteration 31Q: 3 clusters Score -1071336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1071339.750000 Penalty: 2971.830322
	Iteration 32Q: 3 clusters Score -1071340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1071339.625000 Penalty: 2971.830322
	Iteration 33Q: 3 clusters Score -1071340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1071344.000000 Penalty: 2971.830322
	Iteration 34Q: 3 clusters Score -1071344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1071344.500000 Penalty: 2971.830322
	Iteration 35Q: 3 clusters Score -1071344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1071343.875000 Penalty: 2971.830322
	Iteration 36Q: 3 clusters Score -1071344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1071354.125000 Penalty: 2971.830322
	Iteration 37F: 3 clusters Score -1071354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1071374.125000 Penalty: 2971.830322
	Iteration 38Q: 3 clusters Score -1071374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1071395.875000 Penalty: 2971.830322
	Iteration 39Q: 3 clusters Score -1071396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1071403.375000 Penalty: 2971.830322
	Iteration 40F: 3 clusters Score -1071403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1071411.625000 Penalty: 2971.830322
	Iteration 41Q: 3 clusters Score -1071412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1071416.125000 Penalty: 2971.830322
	Iteration 42Q: 3 clusters Score -1071416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1071420.625000 Penalty: 2971.830322
	Iteration 43Q: 3 clusters Score -1071421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1071423.625000 Penalty: 2971.830322
	Iteration 44Q: 3 clusters Score -1071424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1071426.625000 Penalty: 2971.830322
	Iteration 45Q: 3 clusters Score -1071427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1071428.500000 Penalty: 2971.830322
	Iteration 46Q: 3 clusters Score -1071428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1071427.250000 Penalty: 2971.830322
	Iteration 47Q: 3 clusters Score -1071427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1071431.125000 Penalty: 2971.830322
	Iteration 48Q: 3 clusters Score -1071431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1071432.625000 Penalty: 2971.830322
	Iteration 49Q: 3 clusters Score -1071433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1071438.750000 Penalty: 2971.830322
	Iteration 50Q: 3 clusters Score -1071439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1071439.000000 Penalty: 2971.830322
	Iteration 51Q: 3 clusters Score -1071439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1071439.625000 Penalty: 2971.830322
	Iteration 52Q: 3 clusters Score -1071440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1071441.250000 Penalty: 2971.830322
	Iteration 53Q: 3 clusters Score -1071441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1071442.625000 Penalty: 2971.830322
	Iteration 54Q: 3 clusters Score -1071443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1071442.250000 Penalty: 2971.830322
	Iteration 55Q: 3 clusters Score -1071442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1071441.375000 Penalty: 2971.830322
	Iteration 56Q: 3 clusters Score -1071441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1071443.375000 Penalty: 2971.830322
	Iteration 57Q: 3 clusters Score -1071443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1071446.875000 Penalty: 2971.830322
	Iteration 58Q: 3 clusters Score -1071447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1071447.250000 Penalty: 2971.830322
	Iteration 59Q: 3 clusters Score -1071447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1071447.375000 Penalty: 2971.830322
	Iteration 60F: 3 clusters Score -1071447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1071447.000000 Penalty: 2971.830322
	Iteration 61Q: 3 clusters Score -1071447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1071448.500000 Penalty: 2971.830322
	Iteration 62Q: 3 clusters Score -1071448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1071448.500000 Penalty: 2971.830322
	Iteration 63F: 3 clusters Score -1071448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 9032 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 57375 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 9362 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 9642 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 20 contains 36831 members 
Mstep: Class 21 contains 33193 members 
Mstep: Class 22 contains 66901 members 
Mstep: Class 23 contains 17476 members 
Mstep: Class 24 contains 5645 members 
Entering Unmasked Estep 
Score: -48184156.000000 Penalty: 50326.515625
Splitting cluster 4 changes total score from -48181676.000000 to -48184156.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 5 (9032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Entering Unmasked Estep 
Score: -1093427.875000 Penalty: 1480.135986
	Iteration 0F: 2 clusters Score -1093428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1086925.375000 Penalty: 2960.271973
	Iteration 0F: 3 clusters Score -1086925 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1089184.000000 Penalty: 2960.271973
	Iteration 1F: 3 clusters Score -1089184 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1089672.500000 Penalty: 2960.271973
	Iteration 2F: 3 clusters Score -1089672 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1090192.875000 Penalty: 2960.271973
	Iteration 3F: 3 clusters Score -1090193 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1090858.375000 Penalty: 2960.271973
	Iteration 4F: 3 clusters Score -1090858 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1091539.500000 Penalty: 2960.271973
	Iteration 5F: 3 clusters Score -1091540 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1092106.125000 Penalty: 2960.271973
	Iteration 6F: 3 clusters Score -1092106 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1092563.625000 Penalty: 2960.271973
	Iteration 7Q: 3 clusters Score -1092564 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1092956.000000 Penalty: 2960.271973
	Iteration 8Q: 3 clusters Score -1092956 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1093269.875000 Penalty: 2960.271973
	Iteration 9Q: 3 clusters Score -1093270 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1093604.500000 Penalty: 2960.271973
	Iteration 10Q: 3 clusters Score -1093604 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1093771.125000 Penalty: 2960.271973
	Iteration 11Q: 3 clusters Score -1093771 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1093881.500000 Penalty: 2960.271973
	Iteration 12Q: 3 clusters Score -1093882 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1093942.250000 Penalty: 2960.271973
	Iteration 13Q: 3 clusters Score -1093942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1093969.625000 Penalty: 2960.271973
	Iteration 14Q: 3 clusters Score -1093970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1093975.625000 Penalty: 2960.271973
	Iteration 15Q: 3 clusters Score -1093976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1093980.500000 Penalty: 2960.271973
	Iteration 16Q: 3 clusters Score -1093980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1093981.375000 Penalty: 2960.271973
	Iteration 17Q: 3 clusters Score -1093981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1093982.250000 Penalty: 2960.271973
	Iteration 18Q: 3 clusters Score -1093982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1093982.250000 Penalty: 2960.271973
	Iteration 19F: 3 clusters Score -1093982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 57375 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 9362 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 9642 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 20 contains 36831 members 
Mstep: Class 21 contains 33193 members 
Mstep: Class 22 contains 66901 members 
Mstep: Class 23 contains 17476 members 
Mstep: Class 24 contains 5645 members 
Mstep: Class 25 contains 1290 members 
Entering Unmasked Estep 
Score: -48184016.000000 Penalty: 52423.453125
Splitting cluster 5 changes total score from -48181676.000000 to -48184016.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (3219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Entering Unmasked Estep 
Score: -377924.156250 Penalty: 1312.484253
	Iteration 0F: 2 clusters Score -377924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -375103.750000 Penalty: 2624.968506
	Iteration 0F: 3 clusters Score -375103.8 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -375892.656250 Penalty: 2624.968506
	Iteration 1F: 3 clusters Score -375892.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -376144.343750 Penalty: 2624.968506
	Iteration 2F: 3 clusters Score -376144.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -376400.968750 Penalty: 2624.968506
	Iteration 3F: 3 clusters Score -376401 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -376647.781250 Penalty: 2624.968506
	Iteration 4F: 3 clusters Score -376647.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -376905.656250 Penalty: 2624.968506
	Iteration 5F: 3 clusters Score -376905.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -377244.031250 Penalty: 2624.968506
	Iteration 6F: 3 clusters Score -377244 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -377606.062500 Penalty: 2624.968506
	Iteration 7F: 3 clusters Score -377606.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -378013.656250 Penalty: 2624.968506
	Iteration 8F: 3 clusters Score -378013.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -378382.937500 Penalty: 2624.968506
	Iteration 9F: 3 clusters Score -378382.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -378565.500000 Penalty: 2624.968506
	Iteration 10Q: 3 clusters Score -378565.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -378657.500000 Penalty: 2624.968506
	Iteration 11Q: 3 clusters Score -378657.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -378724.281250 Penalty: 2624.968506
	Iteration 12Q: 3 clusters Score -378724.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -378763.156250 Penalty: 2624.968506
	Iteration 13Q: 3 clusters Score -378763.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -378783.656250 Penalty: 2624.968506
	Iteration 14Q: 3 clusters Score -378783.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -378796.000000 Penalty: 2624.968506
	Iteration 15Q: 3 clusters Score -378796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -378799.656250 Penalty: 2624.968506
	Iteration 16Q: 3 clusters Score -378799.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -378801.437500 Penalty: 2624.968506
	Iteration 17Q: 3 clusters Score -378801.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -378806.062500 Penalty: 2624.968506
	Iteration 18Q: 3 clusters Score -378806.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -378807.187500 Penalty: 2624.968506
	Iteration 19Q: 3 clusters Score -378807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -378815.093750 Penalty: 2624.968506
	Iteration 20F: 3 clusters Score -378815.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -378815.437500 Penalty: 2624.968506
	Iteration 21Q: 3 clusters Score -378815.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -378816.031250 Penalty: 2624.968506
	Iteration 22Q: 3 clusters Score -378816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -378816.031250 Penalty: 2624.968506
	Iteration 23Q: 3 clusters Score -378816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -378816.093750 Penalty: 2624.968506
	Iteration 24Q: 3 clusters Score -378816.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -378816.750000 Penalty: 2624.968506
	Iteration 25Q: 3 clusters Score -378816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -378816.500000 Penalty: 2624.968506
	Iteration 26Q: 3 clusters Score -378816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -378817.375000 Penalty: 2624.968506
	Iteration 27Q: 3 clusters Score -378817.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -378817.906250 Penalty: 2624.968506
	Iteration 28Q: 3 clusters Score -378817.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -378819.250000 Penalty: 2624.968506
	Iteration 29Q: 3 clusters Score -378819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -378820.218750 Penalty: 2624.968506
	Iteration 30Q: 3 clusters Score -378820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -378821.593750 Penalty: 2624.968506
	Iteration 31Q: 3 clusters Score -378821.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -378824.750000 Penalty: 2624.968506
	Iteration 32Q: 3 clusters Score -378824.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -378825.250000 Penalty: 2624.968506
	Iteration 33Q: 3 clusters Score -378825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -378825.250000 Penalty: 2624.968506
	Iteration 34F: 3 clusters Score -378825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 57375 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 9362 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 9642 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 20 contains 36831 members 
Mstep: Class 21 contains 33193 members 
Mstep: Class 22 contains 66901 members 
Mstep: Class 23 contains 17476 members 
Mstep: Class 24 contains 5645 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 1222 members 
Entering Unmasked Estep 
Score: -48184156.000000 Penalty: 54520.390625
Splitting cluster 6 changes total score from -48181676.000000 to -48184156.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 7 (57375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Entering Unmasked Estep 
Score: -7035613.000000 Penalty: 1780.571655
	Iteration 0F: 2 clusters Score -7035613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -6997251.500000 Penalty: 3561.143311
	Iteration 0F: 3 clusters Score -6997252 nChanged 27192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -7012931.000000 Penalty: 3561.143311
	Iteration 1F: 3 clusters Score -7012931 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -7013819.500000 Penalty: 3561.143311
	Iteration 2Q: 3 clusters Score -7013820 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -7014958.000000 Penalty: 3561.143311
	Iteration 3Q: 3 clusters Score -7014958 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -7016834.500000 Penalty: 3561.143311
	Iteration 4F: 3 clusters Score -7016834 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -7019514.500000 Penalty: 3561.143311
	Iteration 5F: 3 clusters Score -7019514 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -7022785.000000 Penalty: 3561.143311
	Iteration 6F: 3 clusters Score -7022785 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -7026174.500000 Penalty: 3561.143311
	Iteration 7F: 3 clusters Score -7026174 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -7029397.000000 Penalty: 3561.143311
	Iteration 8F: 3 clusters Score -7029397 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -7032289.500000 Penalty: 3561.143311
	Iteration 9Q: 3 clusters Score -7032290 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -7034472.500000 Penalty: 3561.143311
	Iteration 10Q: 3 clusters Score -7034472 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -7035385.500000 Penalty: 3561.143311
	Iteration 11Q: 3 clusters Score -7035386 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -7035676.000000 Penalty: 3561.143311
	Iteration 12Q: 3 clusters Score -7035676 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -7035764.000000 Penalty: 3561.143311
	Iteration 13Q: 3 clusters Score -7035764 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -7035816.500000 Penalty: 3561.143311
	Iteration 14Q: 3 clusters Score -7035816 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -7035818.000000 Penalty: 3561.143311
	Iteration 15Q: 3 clusters Score -7035818 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -7035826.000000 Penalty: 3561.143311
	Iteration 16Q: 3 clusters Score -7035826 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -7035850.500000 Penalty: 3561.143311
	Iteration 17Q: 3 clusters Score -7035850 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -7035856.000000 Penalty: 3561.143311
	Iteration 18Q: 3 clusters Score -7035856 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -7035860.000000 Penalty: 3561.143311
	Iteration 19Q: 3 clusters Score -7035860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -7035850.000000 Penalty: 3561.143311
	Iteration 20F: 3 clusters Score -7035850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -7035850.500000 Penalty: 3561.143311
	Iteration 21Q: 3 clusters Score -7035850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -7035854.500000 Penalty: 3561.143311
	Iteration 22Q: 3 clusters Score -7035854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -7035850.500000 Penalty: 3561.143311
	Iteration 23Q: 3 clusters Score -7035850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -7035852.500000 Penalty: 3561.143311
	Iteration 24Q: 3 clusters Score -7035852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -7035866.000000 Penalty: 3561.143311
	Iteration 25Q: 3 clusters Score -7035866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -7035865.000000 Penalty: 3561.143311
	Iteration 26Q: 3 clusters Score -7035865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -7035866.500000 Penalty: 3561.143311
	Iteration 27Q: 3 clusters Score -7035866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -7035863.000000 Penalty: 3561.143311
	Iteration 28Q: 3 clusters Score -7035863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49261 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -7035859.500000 Penalty: 3561.143311
	Iteration 29Q: 3 clusters Score -7035860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -7035859.500000 Penalty: 3561.143311
	Iteration 30Q: 3 clusters Score -7035860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -7035861.000000 Penalty: 3561.143311
	Iteration 31Q: 3 clusters Score -7035861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -7035852.500000 Penalty: 3561.143311
	Iteration 32Q: 3 clusters Score -7035852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -7035849.000000 Penalty: 3561.143311
	Iteration 33Q: 3 clusters Score -7035849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -7035845.000000 Penalty: 3561.143311
	Iteration 34Q: 3 clusters Score -7035845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -7035845.500000 Penalty: 3561.143311
	Iteration 35Q: 3 clusters Score -7035846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -7035851.500000 Penalty: 3561.143311
	Iteration 36Q: 3 clusters Score -7035852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -7035852.000000 Penalty: 3561.143311
	Iteration 37Q: 3 clusters Score -7035852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -7035848.000000 Penalty: 3561.143311
	Iteration 38Q: 3 clusters Score -7035848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -7035843.500000 Penalty: 3561.143311
	Iteration 39Q: 3 clusters Score -7035844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -7035837.500000 Penalty: 3561.143311
	Iteration 40F: 3 clusters Score -7035838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -7035838.000000 Penalty: 3561.143311
	Iteration 41Q: 3 clusters Score -7035838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -7035835.500000 Penalty: 3561.143311
	Iteration 42Q: 3 clusters Score -7035836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -7035831.500000 Penalty: 3561.143311
	Iteration 43Q: 3 clusters Score -7035832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -7035839.000000 Penalty: 3561.143311
	Iteration 44Q: 3 clusters Score -7035839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -7035832.500000 Penalty: 3561.143311
	Iteration 45Q: 3 clusters Score -7035832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49379 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -7035830.500000 Penalty: 3561.143311
	Iteration 46Q: 3 clusters Score -7035830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -7035830.500000 Penalty: 3561.143311
	Iteration 47Q: 3 clusters Score -7035830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -7035832.000000 Penalty: 3561.143311
	Iteration 48Q: 3 clusters Score -7035832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -7035831.000000 Penalty: 3561.143311
	Iteration 49Q: 3 clusters Score -7035831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -7035829.500000 Penalty: 3561.143311
	Iteration 50Q: 3 clusters Score -7035830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49390 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -7035829.500000 Penalty: 3561.143311
	Iteration 51F: 3 clusters Score -7035830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 49390 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 9362 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 9642 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 20 contains 36831 members 
Mstep: Class 21 contains 33193 members 
Mstep: Class 22 contains 66901 members 
Mstep: Class 23 contains 17476 members 
Mstep: Class 24 contains 5645 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 1222 members 
Mstep: Class 27 contains 7985 members 
Entering Unmasked Estep 
Score: -48184084.000000 Penalty: 56617.332031
Splitting cluster 7 changes total score from -48181676.000000 to -48184084.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -601484.500000 Penalty: 1380.595093
	Iteration 0F: 2 clusters Score -601484.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -597597.312500 Penalty: 2761.190186
	Iteration 0F: 3 clusters Score -597597.3 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -598713.875000 Penalty: 2761.190186
	Iteration 1F: 3 clusters Score -598713.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -598937.250000 Penalty: 2761.190186
	Iteration 2F: 3 clusters Score -598937.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -599094.000000 Penalty: 2761.190186
	Iteration 3F: 3 clusters Score -599094 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -599233.250000 Penalty: 2761.190186
	Iteration 4Q: 3 clusters Score -599233.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -599370.000000 Penalty: 2761.190186
	Iteration 5Q: 3 clusters Score -599370 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -599505.562500 Penalty: 2761.190186
	Iteration 6Q: 3 clusters Score -599505.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -599646.875000 Penalty: 2761.190186
	Iteration 7Q: 3 clusters Score -599646.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -599768.312500 Penalty: 2761.190186
	Iteration 8Q: 3 clusters Score -599768.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -599871.062500 Penalty: 2761.190186
	Iteration 9Q: 3 clusters Score -599871.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -599941.125000 Penalty: 2761.190186
	Iteration 10Q: 3 clusters Score -599941.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -599991.812500 Penalty: 2761.190186
	Iteration 11Q: 3 clusters Score -599991.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -600024.500000 Penalty: 2761.190186
	Iteration 12Q: 3 clusters Score -600024.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -600053.250000 Penalty: 2761.190186
	Iteration 13Q: 3 clusters Score -600053.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -600081.375000 Penalty: 2761.190186
	Iteration 14Q: 3 clusters Score -600081.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -600105.125000 Penalty: 2761.190186
	Iteration 15Q: 3 clusters Score -600105.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -600128.812500 Penalty: 2761.190186
	Iteration 16Q: 3 clusters Score -600128.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -600151.750000 Penalty: 2761.190186
	Iteration 17Q: 3 clusters Score -600151.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -600169.000000 Penalty: 2761.190186
	Iteration 18Q: 3 clusters Score -600169 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -600181.625000 Penalty: 2761.190186
	Iteration 19Q: 3 clusters Score -600181.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -600191.875000 Penalty: 2761.190186
	Iteration 20F: 3 clusters Score -600191.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -600199.312500 Penalty: 2761.190186
	Iteration 21Q: 3 clusters Score -600199.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -600209.125000 Penalty: 2761.190186
	Iteration 22Q: 3 clusters Score -600209.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -600216.562500 Penalty: 2761.190186
	Iteration 23Q: 3 clusters Score -600216.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -600221.437500 Penalty: 2761.190186
	Iteration 24Q: 3 clusters Score -600221.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -600225.437500 Penalty: 2761.190186
	Iteration 25Q: 3 clusters Score -600225.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -600229.312500 Penalty: 2761.190186
	Iteration 26Q: 3 clusters Score -600229.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -600233.687500 Penalty: 2761.190186
	Iteration 27Q: 3 clusters Score -600233.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -600238.500000 Penalty: 2761.190186
	Iteration 28Q: 3 clusters Score -600238.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -600245.062500 Penalty: 2761.190186
	Iteration 29Q: 3 clusters Score -600245.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -600251.312500 Penalty: 2761.190186
	Iteration 30Q: 3 clusters Score -600251.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -600259.312500 Penalty: 2761.190186
	Iteration 31Q: 3 clusters Score -600259.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -600265.500000 Penalty: 2761.190186
	Iteration 32Q: 3 clusters Score -600265.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -600271.062500 Penalty: 2761.190186
	Iteration 33Q: 3 clusters Score -600271.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -600279.062500 Penalty: 2761.190186
	Iteration 34Q: 3 clusters Score -600279.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -600285.750000 Penalty: 2761.190186
	Iteration 35Q: 3 clusters Score -600285.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -600293.687500 Penalty: 2761.190186
	Iteration 36Q: 3 clusters Score -600293.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -600296.625000 Penalty: 2761.190186
	Iteration 37Q: 3 clusters Score -600296.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -600298.312500 Penalty: 2761.190186
	Iteration 38Q: 3 clusters Score -600298.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -600301.312500 Penalty: 2761.190186
	Iteration 39Q: 3 clusters Score -600301.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -600304.312500 Penalty: 2761.190186
	Iteration 40F: 3 clusters Score -600304.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -600305.812500 Penalty: 2761.190186
	Iteration 41Q: 3 clusters Score -600305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -600306.375000 Penalty: 2761.190186
	Iteration 42Q: 3 clusters Score -600306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -600307.000000 Penalty: 2761.190186
	Iteration 43Q: 3 clusters Score -600307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -600308.250000 Penalty: 2761.190186
	Iteration 44Q: 3 clusters Score -600308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -600309.812500 Penalty: 2761.190186
	Iteration 45Q: 3 clusters Score -600309.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -600310.500000 Penalty: 2761.190186
	Iteration 46Q: 3 clusters Score -600310.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -600310.500000 Penalty: 2761.190186
	Iteration 47F: 3 clusters Score -600310.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Entering Unmasked Estep 
Score: -380862.843750 Penalty: 1305.890625
	Iteration 0F: 2 clusters Score -380862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -378097.812500 Penalty: 2611.781250
	Iteration 0F: 3 clusters Score -378097.8 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -378753.937500 Penalty: 2611.781250
	Iteration 1F: 3 clusters Score -378753.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -378877.187500 Penalty: 2611.781250
	Iteration 2F: 3 clusters Score -378877.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -378939.437500 Penalty: 2611.781250
	Iteration 3Q: 3 clusters Score -378939.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -378996.906250 Penalty: 2611.781250
	Iteration 4Q: 3 clusters Score -378996.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -379058.906250 Penalty: 2611.781250
	Iteration 5Q: 3 clusters Score -379058.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -379117.375000 Penalty: 2611.781250
	Iteration 6Q: 3 clusters Score -379117.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -379182.562500 Penalty: 2611.781250
	Iteration 7Q: 3 clusters Score -379182.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -379251.875000 Penalty: 2611.781250
	Iteration 8Q: 3 clusters Score -379251.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -379303.093750 Penalty: 2611.781250
	Iteration 9Q: 3 clusters Score -379303.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -379354.250000 Penalty: 2611.781250
	Iteration 10Q: 3 clusters Score -379354.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -379393.468750 Penalty: 2611.781250
	Iteration 11Q: 3 clusters Score -379393.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -379439.218750 Penalty: 2611.781250
	Iteration 12Q: 3 clusters Score -379439.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -379482.625000 Penalty: 2611.781250
	Iteration 13Q: 3 clusters Score -379482.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -379525.593750 Penalty: 2611.781250
	Iteration 14Q: 3 clusters Score -379525.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -379560.625000 Penalty: 2611.781250
	Iteration 15Q: 3 clusters Score -379560.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -379586.531250 Penalty: 2611.781250
	Iteration 16Q: 3 clusters Score -379586.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -379604.656250 Penalty: 2611.781250
	Iteration 17Q: 3 clusters Score -379604.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -379622.406250 Penalty: 2611.781250
	Iteration 18Q: 3 clusters Score -379622.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -379642.812500 Penalty: 2611.781250
	Iteration 19Q: 3 clusters Score -379642.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -379658.875000 Penalty: 2611.781250
	Iteration 20F: 3 clusters Score -379658.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -379684.156250 Penalty: 2611.781250
	Iteration 21Q: 3 clusters Score -379684.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -379698.843750 Penalty: 2611.781250
	Iteration 22Q: 3 clusters Score -379698.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -379710.812500 Penalty: 2611.781250
	Iteration 23Q: 3 clusters Score -379710.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -379720.718750 Penalty: 2611.781250
	Iteration 24Q: 3 clusters Score -379720.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -379732.500000 Penalty: 2611.781250
	Iteration 25Q: 3 clusters Score -379732.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -379745.718750 Penalty: 2611.781250
	Iteration 26Q: 3 clusters Score -379745.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -379763.468750 Penalty: 2611.781250
	Iteration 27Q: 3 clusters Score -379763.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -379783.968750 Penalty: 2611.781250
	Iteration 28Q: 3 clusters Score -379784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -379802.531250 Penalty: 2611.781250
	Iteration 29Q: 3 clusters Score -379802.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -379809.937500 Penalty: 2611.781250
	Iteration 30Q: 3 clusters Score -379809.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -379829.125000 Penalty: 2611.781250
	Iteration 31Q: 3 clusters Score -379829.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -379845.687500 Penalty: 2611.781250
	Iteration 32Q: 3 clusters Score -379845.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -379864.781250 Penalty: 2611.781250
	Iteration 33Q: 3 clusters Score -379864.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -379877.343750 Penalty: 2611.781250
	Iteration 34Q: 3 clusters Score -379877.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -379886.375000 Penalty: 2611.781250
	Iteration 35Q: 3 clusters Score -379886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -379892.187500 Penalty: 2611.781250
	Iteration 36Q: 3 clusters Score -379892.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -379899.968750 Penalty: 2611.781250
	Iteration 37Q: 3 clusters Score -379900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -379906.218750 Penalty: 2611.781250
	Iteration 38Q: 3 clusters Score -379906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -379910.656250 Penalty: 2611.781250
	Iteration 39Q: 3 clusters Score -379910.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -379914.968750 Penalty: 2611.781250
	Iteration 40F: 3 clusters Score -379915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -379923.625000 Penalty: 2611.781250
	Iteration 41Q: 3 clusters Score -379923.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -379931.156250 Penalty: 2611.781250
	Iteration 42Q: 3 clusters Score -379931.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -379937.937500 Penalty: 2611.781250
	Iteration 43Q: 3 clusters Score -379937.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -379941.781250 Penalty: 2611.781250
	Iteration 44Q: 3 clusters Score -379941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -379946.500000 Penalty: 2611.781250
	Iteration 45Q: 3 clusters Score -379946.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -379947.093750 Penalty: 2611.781250
	Iteration 46Q: 3 clusters Score -379947.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -379947.093750 Penalty: 2611.781250
	Iteration 47Q: 3 clusters Score -379947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -379947.093750 Penalty: 2611.781250
	Iteration 48F: 3 clusters Score -379947.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Entering Unmasked Estep 
Score: -1117516.000000 Penalty: 1485.967285
	Iteration 0F: 2 clusters Score -1117516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1110822.125000 Penalty: 2971.934570
	Iteration 0F: 3 clusters Score -1110822 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1113472.125000 Penalty: 2971.934570
	Iteration 1F: 3 clusters Score -1113472 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1114634.625000 Penalty: 2971.934570
	Iteration 2F: 3 clusters Score -1114635 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1116598.250000 Penalty: 2971.934570
	Iteration 3F: 3 clusters Score -1116598 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1118559.375000 Penalty: 2971.934570
	Iteration 4F: 3 clusters Score -1118559 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1119473.375000 Penalty: 2971.934570
	Iteration 5F: 3 clusters Score -1119473 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1119889.750000 Penalty: 2971.934570
	Iteration 6F: 3 clusters Score -1119890 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1120092.875000 Penalty: 2971.934570
	Iteration 7Q: 3 clusters Score -1120093 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1120205.250000 Penalty: 2971.934570
	Iteration 8Q: 3 clusters Score -1120205 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1120266.375000 Penalty: 2971.934570
	Iteration 9Q: 3 clusters Score -1120266 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1120320.250000 Penalty: 2971.934570
	Iteration 10Q: 3 clusters Score -1120320 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1120367.000000 Penalty: 2971.934570
	Iteration 11Q: 3 clusters Score -1120367 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1120400.000000 Penalty: 2971.934570
	Iteration 12Q: 3 clusters Score -1120400 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1120428.250000 Penalty: 2971.934570
	Iteration 13Q: 3 clusters Score -1120428 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1120452.875000 Penalty: 2971.934570
	Iteration 14Q: 3 clusters Score -1120453 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1120473.375000 Penalty: 2971.934570
	Iteration 15Q: 3 clusters Score -1120473 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1120494.625000 Penalty: 2971.934570
	Iteration 16Q: 3 clusters Score -1120495 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1120517.500000 Penalty: 2971.934570
	Iteration 17Q: 3 clusters Score -1120518 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1120537.000000 Penalty: 2971.934570
	Iteration 18Q: 3 clusters Score -1120537 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -1120563.375000 Penalty: 2971.934570
	Iteration 19Q: 3 clusters Score -1120563 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1120593.125000 Penalty: 2971.934570
	Iteration 20F: 3 clusters Score -1120593 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1120620.500000 Penalty: 2971.934570
	Iteration 21Q: 3 clusters Score -1120620 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1120663.000000 Penalty: 2971.934570
	Iteration 22Q: 3 clusters Score -1120663 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1120706.000000 Penalty: 2971.934570
	Iteration 23Q: 3 clusters Score -1120706 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1120756.000000 Penalty: 2971.934570
	Iteration 24Q: 3 clusters Score -1120756 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1120846.125000 Penalty: 2971.934570
	Iteration 25Q: 3 clusters Score -1120846 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1120986.000000 Penalty: 2971.934570
	Iteration 26Q: 3 clusters Score -1120986 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1121201.375000 Penalty: 2971.934570
	Iteration 27Q: 3 clusters Score -1121201 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1121569.750000 Penalty: 2971.934570
	Iteration 28Q: 3 clusters Score -1121570 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1122045.875000 Penalty: 2971.934570
	Iteration 29Q: 3 clusters Score -1122046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1122109.750000 Penalty: 2971.934570
	Iteration 30Q: 3 clusters Score -1122110 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1122115.875000 Penalty: 2971.934570
	Iteration 31Q: 3 clusters Score -1122116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1122122.000000 Penalty: 2971.934570
	Iteration 32Q: 3 clusters Score -1122122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1122121.875000 Penalty: 2971.934570
	Iteration 33Q: 3 clusters Score -1122122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1122125.250000 Penalty: 2971.934570
	Iteration 34Q: 3 clusters Score -1122125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1122125.375000 Penalty: 2971.934570
	Iteration 35Q: 3 clusters Score -1122125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1122125.375000 Penalty: 2971.934570
	Iteration 36F: 3 clusters Score -1122125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 49390 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 9642 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 20 contains 36831 members 
Mstep: Class 21 contains 33193 members 
Mstep: Class 22 contains 66901 members 
Mstep: Class 23 contains 17476 members 
Mstep: Class 24 contains 5645 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 1222 members 
Mstep: Class 27 contains 7985 members 
Mstep: Class 28 contains 2228 members 
Entering Unmasked Estep 
Score: -48188108.000000 Penalty: 58714.269531
Splitting cluster 11 changes total score from -48181676.000000 to -48188108.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (3759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Entering Unmasked Estep 
Score: -439697.218750 Penalty: 1337.685059
	Iteration 0F: 2 clusters Score -439697.2 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 1865 members 
Entering Unmasked Estep 
Score: -436489.000000 Penalty: 2675.370117
	Iteration 0F: 3 clusters Score -436489 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -437264.718750 Penalty: 2675.370117
	Iteration 1F: 3 clusters Score -437264.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -437452.125000 Penalty: 2675.370117
	Iteration 2F: 3 clusters Score -437452.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -437615.593750 Penalty: 2675.370117
	Iteration 3F: 3 clusters Score -437615.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -437738.531250 Penalty: 2675.370117
	Iteration 4F: 3 clusters Score -437738.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -437828.031250 Penalty: 2675.370117
	Iteration 5Q: 3 clusters Score -437828 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -437903.468750 Penalty: 2675.370117
	Iteration 6Q: 3 clusters Score -437903.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -437957.750000 Penalty: 2675.370117
	Iteration 7Q: 3 clusters Score -437957.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -438008.406250 Penalty: 2675.370117
	Iteration 8Q: 3 clusters Score -438008.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -438058.968750 Penalty: 2675.370117
	Iteration 9Q: 3 clusters Score -438059 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -438113.187500 Penalty: 2675.370117
	Iteration 10Q: 3 clusters Score -438113.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -438174.812500 Penalty: 2675.370117
	Iteration 11Q: 3 clusters Score -438174.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -438238.000000 Penalty: 2675.370117
	Iteration 12Q: 3 clusters Score -438238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -438310.187500 Penalty: 2675.370117
	Iteration 13Q: 3 clusters Score -438310.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -438393.218750 Penalty: 2675.370117
	Iteration 14Q: 3 clusters Score -438393.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -438454.656250 Penalty: 2675.370117
	Iteration 15Q: 3 clusters Score -438454.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -438498.750000 Penalty: 2675.370117
	Iteration 16Q: 3 clusters Score -438498.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -438529.500000 Penalty: 2675.370117
	Iteration 17Q: 3 clusters Score -438529.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -438542.218750 Penalty: 2675.370117
	Iteration 18Q: 3 clusters Score -438542.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -438554.718750 Penalty: 2675.370117
	Iteration 19Q: 3 clusters Score -438554.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -438558.812500 Penalty: 2675.370117
	Iteration 20F: 3 clusters Score -438558.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -438559.812500 Penalty: 2675.370117
	Iteration 21Q: 3 clusters Score -438559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -438561.093750 Penalty: 2675.370117
	Iteration 22Q: 3 clusters Score -438561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -438561.312500 Penalty: 2675.370117
	Iteration 23Q: 3 clusters Score -438561.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -438562.375000 Penalty: 2675.370117
	Iteration 24Q: 3 clusters Score -438562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -438563.000000 Penalty: 2675.370117
	Iteration 25Q: 3 clusters Score -438563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -438563.000000 Penalty: 2675.370117
	Iteration 26F: 3 clusters Score -438563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Entering Unmasked Estep 
Score: -1166078.125000 Penalty: 1490.756104
	Iteration 0F: 2 clusters Score -1166078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1159150.250000 Penalty: 2981.512207
	Iteration 0F: 3 clusters Score -1159150 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1161608.500000 Penalty: 2981.512207
	Iteration 1F: 3 clusters Score -1161608 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1162411.500000 Penalty: 2981.512207
	Iteration 2F: 3 clusters Score -1162412 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1163277.625000 Penalty: 2981.512207
	Iteration 3F: 3 clusters Score -1163278 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1164430.500000 Penalty: 2981.512207
	Iteration 4F: 3 clusters Score -1164430 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1166045.875000 Penalty: 2981.512207
	Iteration 5F: 3 clusters Score -1166046 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1168197.125000 Penalty: 2981.512207
	Iteration 6F: 3 clusters Score -1168197 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1169893.875000 Penalty: 2981.512207
	Iteration 7F: 3 clusters Score -1169894 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1170709.125000 Penalty: 2981.512207
	Iteration 8Q: 3 clusters Score -1170709 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1170859.500000 Penalty: 2981.512207
	Iteration 9Q: 3 clusters Score -1170860 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1170889.000000 Penalty: 2981.512207
	Iteration 10Q: 3 clusters Score -1170889 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1170901.750000 Penalty: 2981.512207
	Iteration 11Q: 3 clusters Score -1170902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1170903.625000 Penalty: 2981.512207
	Iteration 12Q: 3 clusters Score -1170904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1170905.750000 Penalty: 2981.512207
	Iteration 13Q: 3 clusters Score -1170906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1170906.625000 Penalty: 2981.512207
	Iteration 14Q: 3 clusters Score -1170907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1170906.375000 Penalty: 2981.512207
	Iteration 15Q: 3 clusters Score -1170906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1170906.250000 Penalty: 2981.512207
	Iteration 16Q: 3 clusters Score -1170906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1170907.625000 Penalty: 2981.512207
	Iteration 17Q: 3 clusters Score -1170908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1170910.750000 Penalty: 2981.512207
	Iteration 18Q: 3 clusters Score -1170911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1170909.750000 Penalty: 2981.512207
	Iteration 19Q: 3 clusters Score -1170910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1170909.375000 Penalty: 2981.512207
	Iteration 20F: 3 clusters Score -1170909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 49390 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 5369 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 20 contains 36831 members 
Mstep: Class 21 contains 33193 members 
Mstep: Class 22 contains 66901 members 
Mstep: Class 23 contains 17476 members 
Mstep: Class 24 contains 5645 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 1222 members 
Mstep: Class 27 contains 7985 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 6383 members 
Entering Unmasked Estep 
Score: -48192268.000000 Penalty: 60811.207031
Splitting cluster 13 changes total score from -48181676.000000 to -48192268.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (15556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Entering Unmasked Estep 
Score: -1927093.000000 Penalty: 1568.482788
	Iteration 0F: 2 clusters Score -1927093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1916336.750000 Penalty: 3136.965576
	Iteration 0F: 3 clusters Score -1916337 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1920134.750000 Penalty: 3136.965576
	Iteration 1F: 3 clusters Score -1920135 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1920483.625000 Penalty: 3136.965576
	Iteration 2F: 3 clusters Score -1920484 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1920796.500000 Penalty: 3136.965576
	Iteration 3F: 3 clusters Score -1920796 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1921092.250000 Penalty: 3136.965576
	Iteration 4Q: 3 clusters Score -1921092 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1921423.750000 Penalty: 3136.965576
	Iteration 5Q: 3 clusters Score -1921424 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1921769.125000 Penalty: 3136.965576
	Iteration 6Q: 3 clusters Score -1921769 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1922083.000000 Penalty: 3136.965576
	Iteration 7Q: 3 clusters Score -1922083 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1922372.375000 Penalty: 3136.965576
	Iteration 8Q: 3 clusters Score -1922372 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1922643.750000 Penalty: 3136.965576
	Iteration 9Q: 3 clusters Score -1922644 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -1922892.625000 Penalty: 3136.965576
	Iteration 10Q: 3 clusters Score -1922893 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1923170.375000 Penalty: 3136.965576
	Iteration 11Q: 3 clusters Score -1923170 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1923508.375000 Penalty: 3136.965576
	Iteration 12Q: 3 clusters Score -1923508 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1923849.375000 Penalty: 3136.965576
	Iteration 13Q: 3 clusters Score -1923849 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1924188.875000 Penalty: 3136.965576
	Iteration 14Q: 3 clusters Score -1924189 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1924447.875000 Penalty: 3136.965576
	Iteration 15Q: 3 clusters Score -1924448 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1924621.375000 Penalty: 3136.965576
	Iteration 16Q: 3 clusters Score -1924621 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1924727.750000 Penalty: 3136.965576
	Iteration 17Q: 3 clusters Score -1924728 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1924806.000000 Penalty: 3136.965576
	Iteration 18Q: 3 clusters Score -1924806 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1924840.750000 Penalty: 3136.965576
	Iteration 19Q: 3 clusters Score -1924841 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1924878.250000 Penalty: 3136.965576
	Iteration 20F: 3 clusters Score -1924878 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1924914.875000 Penalty: 3136.965576
	Iteration 21Q: 3 clusters Score -1924915 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1924951.875000 Penalty: 3136.965576
	Iteration 22Q: 3 clusters Score -1924952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1924972.125000 Penalty: 3136.965576
	Iteration 23Q: 3 clusters Score -1924972 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1924992.750000 Penalty: 3136.965576
	Iteration 24Q: 3 clusters Score -1924993 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1925015.000000 Penalty: 3136.965576
	Iteration 25Q: 3 clusters Score -1925015 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1925031.625000 Penalty: 3136.965576
	Iteration 26Q: 3 clusters Score -1925032 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1925049.125000 Penalty: 3136.965576
	Iteration 27Q: 3 clusters Score -1925049 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1925071.625000 Penalty: 3136.965576
	Iteration 28Q: 3 clusters Score -1925072 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1925093.375000 Penalty: 3136.965576
	Iteration 29Q: 3 clusters Score -1925093 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1925108.625000 Penalty: 3136.965576
	Iteration 30Q: 3 clusters Score -1925109 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1925127.125000 Penalty: 3136.965576
	Iteration 31Q: 3 clusters Score -1925127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1925139.125000 Penalty: 3136.965576
	Iteration 32Q: 3 clusters Score -1925139 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1925145.125000 Penalty: 3136.965576
	Iteration 33Q: 3 clusters Score -1925145 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1925156.750000 Penalty: 3136.965576
	Iteration 34Q: 3 clusters Score -1925157 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1925166.875000 Penalty: 3136.965576
	Iteration 35Q: 3 clusters Score -1925167 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1925185.125000 Penalty: 3136.965576
	Iteration 36Q: 3 clusters Score -1925185 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1925195.375000 Penalty: 3136.965576
	Iteration 37Q: 3 clusters Score -1925195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1925214.500000 Penalty: 3136.965576
	Iteration 38Q: 3 clusters Score -1925214 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -1925232.750000 Penalty: 3136.965576
	Iteration 39Q: 3 clusters Score -1925233 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1925248.500000 Penalty: 3136.965576
	Iteration 40F: 3 clusters Score -1925248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1925268.750000 Penalty: 3136.965576
	Iteration 41Q: 3 clusters Score -1925269 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1925291.750000 Penalty: 3136.965576
	Iteration 42Q: 3 clusters Score -1925292 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1925309.125000 Penalty: 3136.965576
	Iteration 43Q: 3 clusters Score -1925309 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1925333.250000 Penalty: 3136.965576
	Iteration 44Q: 3 clusters Score -1925333 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1925372.625000 Penalty: 3136.965576
	Iteration 45Q: 3 clusters Score -1925373 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1925410.500000 Penalty: 3136.965576
	Iteration 46Q: 3 clusters Score -1925410 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1925453.750000 Penalty: 3136.965576
	Iteration 47Q: 3 clusters Score -1925454 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1925490.500000 Penalty: 3136.965576
	Iteration 48Q: 3 clusters Score -1925490 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1925528.125000 Penalty: 3136.965576
	Iteration 49Q: 3 clusters Score -1925528 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1925571.250000 Penalty: 3136.965576
	Iteration 50Q: 3 clusters Score -1925571 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1925612.875000 Penalty: 3136.965576
	Iteration 51Q: 3 clusters Score -1925613 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -1925650.125000 Penalty: 3136.965576
	Iteration 52Q: 3 clusters Score -1925650 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1925691.375000 Penalty: 3136.965576
	Iteration 53Q: 3 clusters Score -1925691 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1925725.625000 Penalty: 3136.965576
	Iteration 54Q: 3 clusters Score -1925726 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1925754.250000 Penalty: 3136.965576
	Iteration 55Q: 3 clusters Score -1925754 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1925794.125000 Penalty: 3136.965576
	Iteration 56Q: 3 clusters Score -1925794 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1925829.250000 Penalty: 3136.965576
	Iteration 57Q: 3 clusters Score -1925829 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1925849.750000 Penalty: 3136.965576
	Iteration 58Q: 3 clusters Score -1925850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1925873.750000 Penalty: 3136.965576
	Iteration 59Q: 3 clusters Score -1925874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -1925892.500000 Penalty: 3136.965576
	Iteration 60F: 3 clusters Score -1925892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1925917.750000 Penalty: 3136.965576
	Iteration 61Q: 3 clusters Score -1925918 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1925945.500000 Penalty: 3136.965576
	Iteration 62Q: 3 clusters Score -1925946 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1925965.625000 Penalty: 3136.965576
	Iteration 63Q: 3 clusters Score -1925966 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1926011.875000 Penalty: 3136.965576
	Iteration 64Q: 3 clusters Score -1926012 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1926063.875000 Penalty: 3136.965576
	Iteration 65Q: 3 clusters Score -1926064 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1926104.375000 Penalty: 3136.965576
	Iteration 66Q: 3 clusters Score -1926104 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1926166.750000 Penalty: 3136.965576
	Iteration 67Q: 3 clusters Score -1926167 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1926226.625000 Penalty: 3136.965576
	Iteration 68Q: 3 clusters Score -1926227 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1926273.750000 Penalty: 3136.965576
	Iteration 69Q: 3 clusters Score -1926274 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1926300.375000 Penalty: 3136.965576
	Iteration 70Q: 3 clusters Score -1926300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1926322.500000 Penalty: 3136.965576
	Iteration 71Q: 3 clusters Score -1926322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1926340.125000 Penalty: 3136.965576
	Iteration 72Q: 3 clusters Score -1926340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1926354.750000 Penalty: 3136.965576
	Iteration 73Q: 3 clusters Score -1926355 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -1926366.125000 Penalty: 3136.965576
	Iteration 74Q: 3 clusters Score -1926366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1926372.000000 Penalty: 3136.965576
	Iteration 75Q: 3 clusters Score -1926372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -1926373.500000 Penalty: 3136.965576
	Iteration 76Q: 3 clusters Score -1926374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1926372.500000 Penalty: 3136.965576
	Iteration 77Q: 3 clusters Score -1926372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1926376.500000 Penalty: 3136.965576
	Iteration 78Q: 3 clusters Score -1926376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1926378.375000 Penalty: 3136.965576
	Iteration 79Q: 3 clusters Score -1926378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -1926377.875000 Penalty: 3136.965576
	Iteration 80F: 3 clusters Score -1926378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -1926377.625000 Penalty: 3136.965576
	Iteration 81Q: 3 clusters Score -1926378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1926377.000000 Penalty: 3136.965576
	Iteration 82Q: 3 clusters Score -1926377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1926377.000000 Penalty: 3136.965576
	Iteration 83F: 3 clusters Score -1926377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Entering Unmasked Estep 
Score: -378078.781250 Penalty: 1307.720215
	Iteration 0F: 2 clusters Score -378078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -375278.781250 Penalty: 2615.440430
	Iteration 0F: 3 clusters Score -375278.8 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -375997.125000 Penalty: 2615.440430
	Iteration 1F: 3 clusters Score -375997.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -376149.500000 Penalty: 2615.440430
	Iteration 2F: 3 clusters Score -376149.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -376253.718750 Penalty: 2615.440430
	Iteration 3F: 3 clusters Score -376253.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -376337.000000 Penalty: 2615.440430
	Iteration 4Q: 3 clusters Score -376337 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -376408.968750 Penalty: 2615.440430
	Iteration 5Q: 3 clusters Score -376409 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -376479.562500 Penalty: 2615.440430
	Iteration 6Q: 3 clusters Score -376479.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -376538.437500 Penalty: 2615.440430
	Iteration 7Q: 3 clusters Score -376538.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -376592.562500 Penalty: 2615.440430
	Iteration 8Q: 3 clusters Score -376592.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -376667.500000 Penalty: 2615.440430
	Iteration 9Q: 3 clusters Score -376667.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -376746.062500 Penalty: 2615.440430
	Iteration 10Q: 3 clusters Score -376746.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -376815.093750 Penalty: 2615.440430
	Iteration 11Q: 3 clusters Score -376815.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -376871.937500 Penalty: 2615.440430
	Iteration 12Q: 3 clusters Score -376871.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -376910.125000 Penalty: 2615.440430
	Iteration 13Q: 3 clusters Score -376910.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -376934.406250 Penalty: 2615.440430
	Iteration 14Q: 3 clusters Score -376934.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -376957.718750 Penalty: 2615.440430
	Iteration 15Q: 3 clusters Score -376957.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -376980.781250 Penalty: 2615.440430
	Iteration 16Q: 3 clusters Score -376980.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -376995.156250 Penalty: 2615.440430
	Iteration 17Q: 3 clusters Score -376995.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -377006.656250 Penalty: 2615.440430
	Iteration 18Q: 3 clusters Score -377006.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -377020.812500 Penalty: 2615.440430
	Iteration 19Q: 3 clusters Score -377020.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -377037.093750 Penalty: 2615.440430
	Iteration 20F: 3 clusters Score -377037.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -377050.562500 Penalty: 2615.440430
	Iteration 21Q: 3 clusters Score -377050.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -377062.781250 Penalty: 2615.440430
	Iteration 22Q: 3 clusters Score -377062.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -377074.750000 Penalty: 2615.440430
	Iteration 23Q: 3 clusters Score -377074.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -377093.281250 Penalty: 2615.440430
	Iteration 24Q: 3 clusters Score -377093.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -377114.031250 Penalty: 2615.440430
	Iteration 25Q: 3 clusters Score -377114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -377137.468750 Penalty: 2615.440430
	Iteration 26Q: 3 clusters Score -377137.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -377156.218750 Penalty: 2615.440430
	Iteration 27Q: 3 clusters Score -377156.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -377184.312500 Penalty: 2615.440430
	Iteration 28Q: 3 clusters Score -377184.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -377222.812500 Penalty: 2615.440430
	Iteration 29Q: 3 clusters Score -377222.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -377276.843750 Penalty: 2615.440430
	Iteration 30Q: 3 clusters Score -377276.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -377330.656250 Penalty: 2615.440430
	Iteration 31Q: 3 clusters Score -377330.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -377374.625000 Penalty: 2615.440430
	Iteration 32Q: 3 clusters Score -377374.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -377410.437500 Penalty: 2615.440430
	Iteration 33Q: 3 clusters Score -377410.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -377457.031250 Penalty: 2615.440430
	Iteration 34Q: 3 clusters Score -377457 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -377497.437500 Penalty: 2615.440430
	Iteration 35Q: 3 clusters Score -377497.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -377531.625000 Penalty: 2615.440430
	Iteration 36Q: 3 clusters Score -377531.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -377562.937500 Penalty: 2615.440430
	Iteration 37Q: 3 clusters Score -377562.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -377591.312500 Penalty: 2615.440430
	Iteration 38Q: 3 clusters Score -377591.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -377608.531250 Penalty: 2615.440430
	Iteration 39Q: 3 clusters Score -377608.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -377637.531250 Penalty: 2615.440430
	Iteration 40F: 3 clusters Score -377637.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -377674.468750 Penalty: 2615.440430
	Iteration 41Q: 3 clusters Score -377674.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -377708.468750 Penalty: 2615.440430
	Iteration 42Q: 3 clusters Score -377708.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -377741.468750 Penalty: 2615.440430
	Iteration 43Q: 3 clusters Score -377741.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -377792.937500 Penalty: 2615.440430
	Iteration 44Q: 3 clusters Score -377792.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -377856.656250 Penalty: 2615.440430
	Iteration 45Q: 3 clusters Score -377856.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -377906.125000 Penalty: 2615.440430
	Iteration 46Q: 3 clusters Score -377906.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -377937.812500 Penalty: 2615.440430
	Iteration 47Q: 3 clusters Score -377937.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -377951.156250 Penalty: 2615.440430
	Iteration 48Q: 3 clusters Score -377951.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -377958.218750 Penalty: 2615.440430
	Iteration 49Q: 3 clusters Score -377958.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -377960.437500 Penalty: 2615.440430
	Iteration 50Q: 3 clusters Score -377960.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -377962.062500 Penalty: 2615.440430
	Iteration 51Q: 3 clusters Score -377962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -377963.687500 Penalty: 2615.440430
	Iteration 52Q: 3 clusters Score -377963.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -377966.781250 Penalty: 2615.440430
	Iteration 53Q: 3 clusters Score -377966.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -377968.968750 Penalty: 2615.440430
	Iteration 54Q: 3 clusters Score -377969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -377970.156250 Penalty: 2615.440430
	Iteration 55Q: 3 clusters Score -377970.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -377972.125000 Penalty: 2615.440430
	Iteration 56Q: 3 clusters Score -377972.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -377974.125000 Penalty: 2615.440430
	Iteration 57Q: 3 clusters Score -377974.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -377977.718750 Penalty: 2615.440430
	Iteration 58Q: 3 clusters Score -377977.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -377978.625000 Penalty: 2615.440430
	Iteration 59Q: 3 clusters Score -377978.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -377978.625000 Penalty: 2615.440430
	Iteration 60F: 3 clusters Score -377978.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (62834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Entering Unmasked Estep 
Score: -7741578.000000 Penalty: 1795.340820
	Iteration 0F: 2 clusters Score -7741578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31218 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -7700610.500000 Penalty: 3590.681641
	Iteration 0F: 3 clusters Score -7700610 nChanged 29692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -7717565.500000 Penalty: 3590.681641
	Iteration 1F: 3 clusters Score -7717566 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -7718443.500000 Penalty: 3590.681641
	Iteration 2Q: 3 clusters Score -7718444 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -7719693.000000 Penalty: 3590.681641
	Iteration 3Q: 3 clusters Score -7719693 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -7721734.000000 Penalty: 3590.681641
	Iteration 4F: 3 clusters Score -7721734 nChanged 4809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -7724997.500000 Penalty: 3590.681641
	Iteration 5F: 3 clusters Score -7724998 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -7728883.500000 Penalty: 3590.681641
	Iteration 6F: 3 clusters Score -7728884 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -7733008.500000 Penalty: 3590.681641
	Iteration 7F: 3 clusters Score -7733008 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 58292 members 
Entering Unmasked Estep 
Score: -7736417.500000 Penalty: 3590.681641
	Iteration 8F: 3 clusters Score -7736418 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 60516 members 
Entering Unmasked Estep 
Score: -7738395.500000 Penalty: 3590.681641
	Iteration 9Q: 3 clusters Score -7738396 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 61589 members 
Entering Unmasked Estep 
Score: -7739313.000000 Penalty: 3590.681641
	Iteration 10Q: 3 clusters Score -7739313 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 62060 members 
Entering Unmasked Estep 
Score: -7739769.000000 Penalty: 3590.681641
	Iteration 11Q: 3 clusters Score -7739769 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 62224 members 
Entering Unmasked Estep 
Score: -7739959.000000 Penalty: 3590.681641
	Iteration 12Q: 3 clusters Score -7739959 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -7740045.500000 Penalty: 3590.681641
	Iteration 13Q: 3 clusters Score -7740046 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -7740153.000000 Penalty: 3590.681641
	Iteration 14Q: 3 clusters Score -7740153 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -7740204.500000 Penalty: 3590.681641
	Iteration 15Q: 3 clusters Score -7740204 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
Score: -7740256.500000 Penalty: 3590.681641
	Iteration 16Q: 3 clusters Score -7740256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -7740300.000000 Penalty: 3590.681641
	Iteration 17Q: 3 clusters Score -7740300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 62409 members 
Entering Unmasked Estep 
Score: -7740357.500000 Penalty: 3590.681641
	Iteration 18Q: 3 clusters Score -7740358 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 62391 members 
Entering Unmasked Estep 
Score: -7740443.000000 Penalty: 3590.681641
	Iteration 19Q: 3 clusters Score -7740443 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 62381 members 
Entering Unmasked Estep 
Score: -7740531.500000 Penalty: 3590.681641
	Iteration 20F: 3 clusters Score -7740532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -7740582.000000 Penalty: 3590.681641
	Iteration 21Q: 3 clusters Score -7740582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -7740603.500000 Penalty: 3590.681641
	Iteration 22Q: 3 clusters Score -7740604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 62361 members 
Entering Unmasked Estep 
Score: -7740647.500000 Penalty: 3590.681641
	Iteration 23Q: 3 clusters Score -7740648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -7740693.000000 Penalty: 3590.681641
	Iteration 24Q: 3 clusters Score -7740693 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -7740716.500000 Penalty: 3590.681641
	Iteration 25Q: 3 clusters Score -7740716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -7740729.500000 Penalty: 3590.681641
	Iteration 26Q: 3 clusters Score -7740730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -7740746.000000 Penalty: 3590.681641
	Iteration 27Q: 3 clusters Score -7740746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 62357 members 
Entering Unmasked Estep 
Score: -7740754.500000 Penalty: 3590.681641
	Iteration 28Q: 3 clusters Score -7740754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -7740753.000000 Penalty: 3590.681641
	Iteration 29Q: 3 clusters Score -7740753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 62349 members 
Entering Unmasked Estep 
Score: -7740762.000000 Penalty: 3590.681641
	Iteration 30Q: 3 clusters Score -7740762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
Score: -7740766.000000 Penalty: 3590.681641
	Iteration 31Q: 3 clusters Score -7740766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 62341 members 
Entering Unmasked Estep 
Score: -7740772.000000 Penalty: 3590.681641
	Iteration 32Q: 3 clusters Score -7740772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -7740777.500000 Penalty: 3590.681641
	Iteration 33Q: 3 clusters Score -7740778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -7740780.500000 Penalty: 3590.681641
	Iteration 34Q: 3 clusters Score -7740780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 62333 members 
Entering Unmasked Estep 
Score: -7740780.500000 Penalty: 3590.681641
	Iteration 35F: 3 clusters Score -7740780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Entering Unmasked Estep 
Score: -586670.875000 Penalty: 1395.614502
	Iteration 0F: 2 clusters Score -586670.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -582570.000000 Penalty: 2791.229004
	Iteration 0F: 3 clusters Score -582570 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -584158.000000 Penalty: 2791.229004
	Iteration 1F: 3 clusters Score -584158 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -584805.000000 Penalty: 2791.229004
	Iteration 2F: 3 clusters Score -584805 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -585400.875000 Penalty: 2791.229004
	Iteration 3F: 3 clusters Score -585400.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -585956.250000 Penalty: 2791.229004
	Iteration 4F: 3 clusters Score -585956.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -586443.937500 Penalty: 2791.229004
	Iteration 5F: 3 clusters Score -586443.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -586815.562500 Penalty: 2791.229004
	Iteration 6F: 3 clusters Score -586815.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -587021.250000 Penalty: 2791.229004
	Iteration 7Q: 3 clusters Score -587021.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -587160.500000 Penalty: 2791.229004
	Iteration 8Q: 3 clusters Score -587160.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -587291.437500 Penalty: 2791.229004
	Iteration 9Q: 3 clusters Score -587291.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -587382.687500 Penalty: 2791.229004
	Iteration 10Q: 3 clusters Score -587382.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -587443.937500 Penalty: 2791.229004
	Iteration 11Q: 3 clusters Score -587443.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -587494.875000 Penalty: 2791.229004
	Iteration 12Q: 3 clusters Score -587494.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -587552.875000 Penalty: 2791.229004
	Iteration 13Q: 3 clusters Score -587552.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -587591.750000 Penalty: 2791.229004
	Iteration 14Q: 3 clusters Score -587591.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -587617.187500 Penalty: 2791.229004
	Iteration 15Q: 3 clusters Score -587617.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -587635.437500 Penalty: 2791.229004
	Iteration 16Q: 3 clusters Score -587635.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -587649.687500 Penalty: 2791.229004
	Iteration 17Q: 3 clusters Score -587649.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -587661.062500 Penalty: 2791.229004
	Iteration 18Q: 3 clusters Score -587661.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -587669.000000 Penalty: 2791.229004
	Iteration 19Q: 3 clusters Score -587669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -587683.937500 Penalty: 2791.229004
	Iteration 20F: 3 clusters Score -587683.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -587701.250000 Penalty: 2791.229004
	Iteration 21Q: 3 clusters Score -587701.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -587711.437500 Penalty: 2791.229004
	Iteration 22Q: 3 clusters Score -587711.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -587722.437500 Penalty: 2791.229004
	Iteration 23Q: 3 clusters Score -587722.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -587731.687500 Penalty: 2791.229004
	Iteration 24Q: 3 clusters Score -587731.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -587746.000000 Penalty: 2791.229004
	Iteration 25Q: 3 clusters Score -587746 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -587759.000000 Penalty: 2791.229004
	Iteration 26Q: 3 clusters Score -587759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -587765.625000 Penalty: 2791.229004
	Iteration 27Q: 3 clusters Score -587765.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -587770.937500 Penalty: 2791.229004
	Iteration 28Q: 3 clusters Score -587770.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -587773.250000 Penalty: 2791.229004
	Iteration 29Q: 3 clusters Score -587773.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -587774.000000 Penalty: 2791.229004
	Iteration 30Q: 3 clusters Score -587774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -587775.437500 Penalty: 2791.229004
	Iteration 31Q: 3 clusters Score -587775.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -587777.000000 Penalty: 2791.229004
	Iteration 32Q: 3 clusters Score -587777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -587779.312500 Penalty: 2791.229004
	Iteration 33Q: 3 clusters Score -587779.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -587781.750000 Penalty: 2791.229004
	Iteration 34Q: 3 clusters Score -587781.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -587784.312500 Penalty: 2791.229004
	Iteration 35Q: 3 clusters Score -587784.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -587787.187500 Penalty: 2791.229004
	Iteration 36Q: 3 clusters Score -587787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -587786.625000 Penalty: 2791.229004
	Iteration 37Q: 3 clusters Score -587786.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -587788.562500 Penalty: 2791.229004
	Iteration 38Q: 3 clusters Score -587788.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -587789.625000 Penalty: 2791.229004
	Iteration 39Q: 3 clusters Score -587789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -587790.312500 Penalty: 2791.229004
	Iteration 40F: 3 clusters Score -587790.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -587791.687500 Penalty: 2791.229004
	Iteration 41Q: 3 clusters Score -587791.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -587791.750000 Penalty: 2791.229004
	Iteration 42Q: 3 clusters Score -587791.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -587791.750000 Penalty: 2791.229004
	Iteration 43F: 3 clusters Score -587791.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 49390 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 20 contains 36831 members 
Mstep: Class 21 contains 33193 members 
Mstep: Class 22 contains 66901 members 
Mstep: Class 23 contains 17476 members 
Mstep: Class 24 contains 5645 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 1222 members 
Mstep: Class 27 contains 7985 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 6383 members 
Mstep: Class 30 contains 3263 members 
Entering Unmasked Estep 
Score: -48192744.000000 Penalty: 62908.144531
Splitting cluster 18 changes total score from -48181676.000000 to -48192744.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (7880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Entering Unmasked Estep 
Score: -972266.750000 Penalty: 1457.963501
	Iteration 0F: 2 clusters Score -972266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -966498.562500 Penalty: 2915.927002
	Iteration 0F: 3 clusters Score -966498.6 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -968297.562500 Penalty: 2915.927002
	Iteration 1F: 3 clusters Score -968297.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -968534.187500 Penalty: 2915.927002
	Iteration 2F: 3 clusters Score -968534.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -968851.562500 Penalty: 2915.927002
	Iteration 3Q: 3 clusters Score -968851.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -969326.250000 Penalty: 2915.927002
	Iteration 4Q: 3 clusters Score -969326.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -969701.312500 Penalty: 2915.927002
	Iteration 5F: 3 clusters Score -969701.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -970015.937500 Penalty: 2915.927002
	Iteration 6F: 3 clusters Score -970015.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -970288.625000 Penalty: 2915.927002
	Iteration 7F: 3 clusters Score -970288.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -970594.750000 Penalty: 2915.927002
	Iteration 8F: 3 clusters Score -970594.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -970956.750000 Penalty: 2915.927002
	Iteration 9F: 3 clusters Score -970956.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -971361.812500 Penalty: 2915.927002
	Iteration 10F: 3 clusters Score -971361.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -971738.937500 Penalty: 2915.927002
	Iteration 11F: 3 clusters Score -971738.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -972007.812500 Penalty: 2915.927002
	Iteration 12Q: 3 clusters Score -972007.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -972199.312500 Penalty: 2915.927002
	Iteration 13Q: 3 clusters Score -972199.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -972362.125000 Penalty: 2915.927002
	Iteration 14Q: 3 clusters Score -972362.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -972504.375000 Penalty: 2915.927002
	Iteration 15Q: 3 clusters Score -972504.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -972645.625000 Penalty: 2915.927002
	Iteration 16Q: 3 clusters Score -972645.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -972752.687500 Penalty: 2915.927002
	Iteration 17Q: 3 clusters Score -972752.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -972854.500000 Penalty: 2915.927002
	Iteration 18Q: 3 clusters Score -972854.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -972917.125000 Penalty: 2915.927002
	Iteration 19Q: 3 clusters Score -972917.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -972980.937500 Penalty: 2915.927002
	Iteration 20F: 3 clusters Score -972980.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -973018.000000 Penalty: 2915.927002
	Iteration 21Q: 3 clusters Score -973018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -973031.062500 Penalty: 2915.927002
	Iteration 22Q: 3 clusters Score -973031.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -973042.875000 Penalty: 2915.927002
	Iteration 23Q: 3 clusters Score -973042.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -973045.187500 Penalty: 2915.927002
	Iteration 24Q: 3 clusters Score -973045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -973046.375000 Penalty: 2915.927002
	Iteration 25Q: 3 clusters Score -973046.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -973046.812500 Penalty: 2915.927002
	Iteration 26Q: 3 clusters Score -973046.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -973048.187500 Penalty: 2915.927002
	Iteration 27Q: 3 clusters Score -973048.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -973048.437500 Penalty: 2915.927002
	Iteration 28Q: 3 clusters Score -973048.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -973049.500000 Penalty: 2915.927002
	Iteration 29Q: 3 clusters Score -973049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -973050.187500 Penalty: 2915.927002
	Iteration 30Q: 3 clusters Score -973050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -973050.687500 Penalty: 2915.927002
	Iteration 31Q: 3 clusters Score -973050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -973050.750000 Penalty: 2915.927002
	Iteration 32Q: 3 clusters Score -973050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -973051.437500 Penalty: 2915.927002
	Iteration 33Q: 3 clusters Score -973051.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -973051.437500 Penalty: 2915.927002
	Iteration 34F: 3 clusters Score -973051.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 49390 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 36831 members 
Mstep: Class 21 contains 33193 members 
Mstep: Class 22 contains 66901 members 
Mstep: Class 23 contains 17476 members 
Mstep: Class 24 contains 5645 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 1222 members 
Mstep: Class 27 contains 7985 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 6383 members 
Mstep: Class 30 contains 3263 members 
Mstep: Class 31 contains 660 members 
Entering Unmasked Estep 
Score: -48192852.000000 Penalty: 65005.082031
Splitting cluster 19 changes total score from -48181676.000000 to -48192852.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 20 (36831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Entering Unmasked Estep 
Score: -4536211.500000 Penalty: 1708.540527
	Iteration 0F: 2 clusters Score -4536212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -4511536.000000 Penalty: 3417.081055
	Iteration 0F: 3 clusters Score -4511536 nChanged 17092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -4521049.500000 Penalty: 3417.081055
	Iteration 1F: 3 clusters Score -4521050 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -4521555.500000 Penalty: 3417.081055
	Iteration 2Q: 3 clusters Score -4521556 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -4522330.500000 Penalty: 3417.081055
	Iteration 3Q: 3 clusters Score -4522330 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -4523296.500000 Penalty: 3417.081055
	Iteration 4F: 3 clusters Score -4523296 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -4524345.500000 Penalty: 3417.081055
	Iteration 5F: 3 clusters Score -4524346 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -4525386.000000 Penalty: 3417.081055
	Iteration 6F: 3 clusters Score -4525386 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -4526458.000000 Penalty: 3417.081055
	Iteration 7F: 3 clusters Score -4526458 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -4527289.500000 Penalty: 3417.081055
	Iteration 8F: 3 clusters Score -4527290 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -4527897.000000 Penalty: 3417.081055
	Iteration 9Q: 3 clusters Score -4527897 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -4528301.000000 Penalty: 3417.081055
	Iteration 10Q: 3 clusters Score -4528301 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -4528657.000000 Penalty: 3417.081055
	Iteration 11Q: 3 clusters Score -4528657 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -4528955.500000 Penalty: 3417.081055
	Iteration 12Q: 3 clusters Score -4528956 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -4529281.500000 Penalty: 3417.081055
	Iteration 13Q: 3 clusters Score -4529282 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4529674.500000 Penalty: 3417.081055
	Iteration 14Q: 3 clusters Score -4529674 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -4530131.500000 Penalty: 3417.081055
	Iteration 15Q: 3 clusters Score -4530132 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -4530696.500000 Penalty: 3417.081055
	Iteration 16Q: 3 clusters Score -4530696 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -4531294.500000 Penalty: 3417.081055
	Iteration 17Q: 3 clusters Score -4531294 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -4532024.500000 Penalty: 3417.081055
	Iteration 18Q: 3 clusters Score -4532024 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -4532733.000000 Penalty: 3417.081055
	Iteration 19Q: 3 clusters Score -4532733 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -4533456.500000 Penalty: 3417.081055
	Iteration 20F: 3 clusters Score -4533456 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -4533985.000000 Penalty: 3417.081055
	Iteration 21Q: 3 clusters Score -4533985 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33325 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -4534376.500000 Penalty: 3417.081055
	Iteration 22Q: 3 clusters Score -4534376 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -4534675.000000 Penalty: 3417.081055
	Iteration 23Q: 3 clusters Score -4534675 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4534870.500000 Penalty: 3417.081055
	Iteration 24Q: 3 clusters Score -4534870 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4535106.000000 Penalty: 3417.081055
	Iteration 25Q: 3 clusters Score -4535106 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -4535398.500000 Penalty: 3417.081055
	Iteration 26Q: 3 clusters Score -4535398 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4535829.000000 Penalty: 3417.081055
	Iteration 27Q: 3 clusters Score -4535829 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -4536008.000000 Penalty: 3417.081055
	Iteration 28Q: 3 clusters Score -4536008 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4536067.500000 Penalty: 3417.081055
	Iteration 29Q: 3 clusters Score -4536068 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4536087.000000 Penalty: 3417.081055
	Iteration 30Q: 3 clusters Score -4536087 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4536094.000000 Penalty: 3417.081055
	Iteration 31Q: 3 clusters Score -4536094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4536099.500000 Penalty: 3417.081055
	Iteration 32Q: 3 clusters Score -4536100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -4536100.500000 Penalty: 3417.081055
	Iteration 33Q: 3 clusters Score -4536100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4536104.000000 Penalty: 3417.081055
	Iteration 34Q: 3 clusters Score -4536104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4536109.000000 Penalty: 3417.081055
	Iteration 35Q: 3 clusters Score -4536109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4536104.500000 Penalty: 3417.081055
	Iteration 36Q: 3 clusters Score -4536104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4536108.000000 Penalty: 3417.081055
	Iteration 37Q: 3 clusters Score -4536108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -4536108.000000 Penalty: 3417.081055
	Iteration 38F: 3 clusters Score -4536108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Entering Unmasked Estep 
Score: -4114113.000000 Penalty: 1691.640259
	Iteration 0F: 2 clusters Score -4114113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -4091785.250000 Penalty: 3383.280518
	Iteration 0F: 3 clusters Score -4091785 nChanged 15284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -4100267.000000 Penalty: 3383.280518
	Iteration 1F: 3 clusters Score -4100267 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -4100778.500000 Penalty: 3383.280518
	Iteration 2Q: 3 clusters Score -4100778 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -4101385.500000 Penalty: 3383.280518
	Iteration 3Q: 3 clusters Score -4101386 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -4102126.500000 Penalty: 3383.280518
	Iteration 4Q: 3 clusters Score -4102126 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -4103081.000000 Penalty: 3383.280518
	Iteration 5F: 3 clusters Score -4103081 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -4104332.500000 Penalty: 3383.280518
	Iteration 6F: 3 clusters Score -4104332 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -4105756.000000 Penalty: 3383.280518
	Iteration 7F: 3 clusters Score -4105756 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -4107301.750000 Penalty: 3383.280518
	Iteration 8F: 3 clusters Score -4107302 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -4108660.500000 Penalty: 3383.280518
	Iteration 9F: 3 clusters Score -4108660 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -4109756.750000 Penalty: 3383.280518
	Iteration 10Q: 3 clusters Score -4109757 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -4110498.250000 Penalty: 3383.280518
	Iteration 11Q: 3 clusters Score -4110498 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -4110990.000000 Penalty: 3383.280518
	Iteration 12Q: 3 clusters Score -4110990 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -4111347.000000 Penalty: 3383.280518
	Iteration 13Q: 3 clusters Score -4111347 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -4111643.250000 Penalty: 3383.280518
	Iteration 14Q: 3 clusters Score -4111643 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -4111838.000000 Penalty: 3383.280518
	Iteration 15Q: 3 clusters Score -4111838 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -4112000.250000 Penalty: 3383.280518
	Iteration 16Q: 3 clusters Score -4112000 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -4112111.750000 Penalty: 3383.280518
	Iteration 17Q: 3 clusters Score -4112112 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -4112193.500000 Penalty: 3383.280518
	Iteration 18Q: 3 clusters Score -4112194 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -4112252.250000 Penalty: 3383.280518
	Iteration 19Q: 3 clusters Score -4112252 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -4112314.000000 Penalty: 3383.280518
	Iteration 20F: 3 clusters Score -4112314 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -4112374.250000 Penalty: 3383.280518
	Iteration 21Q: 3 clusters Score -4112374 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -4112403.250000 Penalty: 3383.280518
	Iteration 22Q: 3 clusters Score -4112403 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4112440.500000 Penalty: 3383.280518
	Iteration 23Q: 3 clusters Score -4112440 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -4112466.000000 Penalty: 3383.280518
	Iteration 24Q: 3 clusters Score -4112466 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -4112494.000000 Penalty: 3383.280518
	Iteration 25Q: 3 clusters Score -4112494 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -4112531.250000 Penalty: 3383.280518
	Iteration 26Q: 3 clusters Score -4112531 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -4112553.750000 Penalty: 3383.280518
	Iteration 27Q: 3 clusters Score -4112554 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -4112567.500000 Penalty: 3383.280518
	Iteration 28Q: 3 clusters Score -4112568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -4112580.000000 Penalty: 3383.280518
	Iteration 29Q: 3 clusters Score -4112580 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -4112606.250000 Penalty: 3383.280518
	Iteration 30Q: 3 clusters Score -4112606 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -4112633.000000 Penalty: 3383.280518
	Iteration 31Q: 3 clusters Score -4112633 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -4112649.750000 Penalty: 3383.280518
	Iteration 32Q: 3 clusters Score -4112650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4112664.000000 Penalty: 3383.280518
	Iteration 33Q: 3 clusters Score -4112664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -4112680.500000 Penalty: 3383.280518
	Iteration 34Q: 3 clusters Score -4112680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -4112688.750000 Penalty: 3383.280518
	Iteration 35Q: 3 clusters Score -4112689 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -4112696.750000 Penalty: 3383.280518
	Iteration 36Q: 3 clusters Score -4112697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -4112708.250000 Penalty: 3383.280518
	Iteration 37Q: 3 clusters Score -4112708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -4112716.000000 Penalty: 3383.280518
	Iteration 38Q: 3 clusters Score -4112716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -4112731.750000 Penalty: 3383.280518
	Iteration 39Q: 3 clusters Score -4112732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -4112742.500000 Penalty: 3383.280518
	Iteration 40F: 3 clusters Score -4112742 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -4112753.750000 Penalty: 3383.280518
	Iteration 41Q: 3 clusters Score -4112754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -4112756.500000 Penalty: 3383.280518
	Iteration 42Q: 3 clusters Score -4112756 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -4112768.000000 Penalty: 3383.280518
	Iteration 43Q: 3 clusters Score -4112768 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -4112777.250000 Penalty: 3383.280518
	Iteration 44Q: 3 clusters Score -4112777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -4112777.750000 Penalty: 3383.280518
	Iteration 45Q: 3 clusters Score -4112778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4112793.750000 Penalty: 3383.280518
	Iteration 46Q: 3 clusters Score -4112794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4112798.500000 Penalty: 3383.280518
	Iteration 47Q: 3 clusters Score -4112798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -4112809.750000 Penalty: 3383.280518
	Iteration 48Q: 3 clusters Score -4112810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -4112819.250000 Penalty: 3383.280518
	Iteration 49Q: 3 clusters Score -4112819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -4112826.250000 Penalty: 3383.280518
	Iteration 50Q: 3 clusters Score -4112826 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -4112832.500000 Penalty: 3383.280518
	Iteration 51Q: 3 clusters Score -4112832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -4112836.500000 Penalty: 3383.280518
	Iteration 52Q: 3 clusters Score -4112836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -4112843.500000 Penalty: 3383.280518
	Iteration 53Q: 3 clusters Score -4112844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -4112849.250000 Penalty: 3383.280518
	Iteration 54Q: 3 clusters Score -4112849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4112849.250000 Penalty: 3383.280518
	Iteration 55Q: 3 clusters Score -4112849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -4112856.500000 Penalty: 3383.280518
	Iteration 56Q: 3 clusters Score -4112856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -4112863.000000 Penalty: 3383.280518
	Iteration 57Q: 3 clusters Score -4112863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4112861.250000 Penalty: 3383.280518
	Iteration 58Q: 3 clusters Score -4112861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -4112865.000000 Penalty: 3383.280518
	Iteration 59Q: 3 clusters Score -4112865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -4112864.500000 Penalty: 3383.280518
	Iteration 60F: 3 clusters Score -4112864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -4112862.750000 Penalty: 3383.280518
	Iteration 61Q: 3 clusters Score -4112863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -4112865.000000 Penalty: 3383.280518
	Iteration 62Q: 3 clusters Score -4112865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -4112861.750000 Penalty: 3383.280518
	Iteration 63Q: 3 clusters Score -4112862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4112866.000000 Penalty: 3383.280518
	Iteration 64Q: 3 clusters Score -4112866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -4112864.750000 Penalty: 3383.280518
	Iteration 65Q: 3 clusters Score -4112865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -4112869.750000 Penalty: 3383.280518
	Iteration 66Q: 3 clusters Score -4112870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -4112869.500000 Penalty: 3383.280518
	Iteration 67Q: 3 clusters Score -4112870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -4112865.250000 Penalty: 3383.280518
	Iteration 68Q: 3 clusters Score -4112865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -4112865.000000 Penalty: 3383.280518
	Iteration 69Q: 3 clusters Score -4112865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4112870.750000 Penalty: 3383.280518
	Iteration 70Q: 3 clusters Score -4112871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -4112874.500000 Penalty: 3383.280518
	Iteration 71Q: 3 clusters Score -4112874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4112878.000000 Penalty: 3383.280518
	Iteration 72Q: 3 clusters Score -4112878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4112885.000000 Penalty: 3383.280518
	Iteration 73Q: 3 clusters Score -4112885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 32279 members 
Entering Unmasked Estep 
Score: -4112886.250000 Penalty: 3383.280518
	Iteration 74Q: 3 clusters Score -4112886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4112894.000000 Penalty: 3383.280518
	Iteration 75Q: 3 clusters Score -4112894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -4112891.500000 Penalty: 3383.280518
	Iteration 76Q: 3 clusters Score -4112892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4112891.000000 Penalty: 3383.280518
	Iteration 77Q: 3 clusters Score -4112891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4112893.500000 Penalty: 3383.280518
	Iteration 78Q: 3 clusters Score -4112894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4112893.500000 Penalty: 3383.280518
	Iteration 79F: 3 clusters Score -4112894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (66901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66901 members 
Entering Unmasked Estep 
Score: -8259219.500000 Penalty: 1805.532593
	Iteration 0F: 2 clusters Score -8259220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -8214529.000000 Penalty: 3611.065186
	Iteration 0F: 3 clusters Score -8214529 nChanged 31579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -8232672.000000 Penalty: 3611.065186
	Iteration 1F: 3 clusters Score -8232672 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -8234422.500000 Penalty: 3611.065186
	Iteration 2Q: 3 clusters Score -8234422 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -8237354.000000 Penalty: 3611.065186
	Iteration 3F: 3 clusters Score -8237354 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -8241176.000000 Penalty: 3611.065186
	Iteration 4F: 3 clusters Score -8241176 nChanged 6561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -8247256.000000 Penalty: 3611.065186
	Iteration 5F: 3 clusters Score -8247256 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -8255182.000000 Penalty: 3611.065186
	Iteration 6F: 3 clusters Score -8255182 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -8261766.000000 Penalty: 3611.065186
	Iteration 7F: 3 clusters Score -8261766 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 55474 members 
Entering Unmasked Estep 
Score: -8265361.500000 Penalty: 3611.065186
	Iteration 8F: 3 clusters Score -8265362 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 57339 members 
Entering Unmasked Estep 
Score: -8266999.000000 Penalty: 3611.065186
	Iteration 9Q: 3 clusters Score -8266999 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -8267594.000000 Penalty: 3611.065186
	Iteration 10Q: 3 clusters Score -8267594 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 59158 members 
Entering Unmasked Estep 
Score: -8267859.500000 Penalty: 3611.065186
	Iteration 11Q: 3 clusters Score -8267860 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 59708 members 
Entering Unmasked Estep 
Score: -8268078.500000 Penalty: 3611.065186
	Iteration 12Q: 3 clusters Score -8268078 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 60146 members 
Entering Unmasked Estep 
Score: -8268134.500000 Penalty: 3611.065186
	Iteration 13Q: 3 clusters Score -8268134 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -8268197.500000 Penalty: 3611.065186
	Iteration 14Q: 3 clusters Score -8268198 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -8268236.500000 Penalty: 3611.065186
	Iteration 15Q: 3 clusters Score -8268236 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -8268251.000000 Penalty: 3611.065186
	Iteration 16Q: 3 clusters Score -8268251 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 61024 members 
Entering Unmasked Estep 
Score: -8268247.000000 Penalty: 3611.065186
	Iteration 17Q: 3 clusters Score -8268247 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 61109 members 
Entering Unmasked Estep 
Score: -8268280.500000 Penalty: 3611.065186
	Iteration 18Q: 3 clusters Score -8268280 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -8268291.500000 Penalty: 3611.065186
	Iteration 19Q: 3 clusters Score -8268292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 61193 members 
Entering Unmasked Estep 
Score: -8268288.500000 Penalty: 3611.065186
	Iteration 20F: 3 clusters Score -8268288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -8268292.500000 Penalty: 3611.065186
	Iteration 21Q: 3 clusters Score -8268292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -8268289.500000 Penalty: 3611.065186
	Iteration 22Q: 3 clusters Score -8268290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 61239 members 
Entering Unmasked Estep 
Score: -8268294.000000 Penalty: 3611.065186
	Iteration 23Q: 3 clusters Score -8268294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -8268283.500000 Penalty: 3611.065186
	Iteration 24Q: 3 clusters Score -8268284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -8268290.000000 Penalty: 3611.065186
	Iteration 25Q: 3 clusters Score -8268290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 61268 members 
Entering Unmasked Estep 
Score: -8268289.000000 Penalty: 3611.065186
	Iteration 26Q: 3 clusters Score -8268289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -8268284.000000 Penalty: 3611.065186
	Iteration 27Q: 3 clusters Score -8268284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
Score: -8268286.500000 Penalty: 3611.065186
	Iteration 28Q: 3 clusters Score -8268286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 61280 members 
Entering Unmasked Estep 
Score: -8268289.000000 Penalty: 3611.065186
	Iteration 29Q: 3 clusters Score -8268289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 61281 members 
Entering Unmasked Estep 
Score: -8268291.000000 Penalty: 3611.065186
	Iteration 30Q: 3 clusters Score -8268291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -8268295.500000 Penalty: 3611.065186
	Iteration 31Q: 3 clusters Score -8268296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 61288 members 
Entering Unmasked Estep 
Score: -8268289.000000 Penalty: 3611.065186
	Iteration 32Q: 3 clusters Score -8268289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -8268290.000000 Penalty: 3611.065186
	Iteration 33Q: 3 clusters Score -8268290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -8268293.000000 Penalty: 3611.065186
	Iteration 34Q: 3 clusters Score -8268293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -8268293.000000 Penalty: 3611.065186
	Iteration 35F: 3 clusters Score -8268293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 49390 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 36831 members 
Mstep: Class 21 contains 33193 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 17476 members 
Mstep: Class 24 contains 5645 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 1222 members 
Mstep: Class 27 contains 7985 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 6383 members 
Mstep: Class 30 contains 3263 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 61291 members 
Entering Unmasked Estep 
Score: -48201464.000000 Penalty: 67102.023438
Splitting cluster 22 changes total score from -48181676.000000 to -48201464.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 23 (17476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Entering Unmasked Estep 
Score: -2127335.750000 Penalty: 1587.394897
	Iteration 0F: 2 clusters Score -2127336 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 8570 members 
Entering Unmasked Estep 
Score: -2115367.750000 Penalty: 3174.789795
	Iteration 0F: 3 clusters Score -2115368 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2120590.750000 Penalty: 3174.789795
	Iteration 1F: 3 clusters Score -2120591 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -2124178.500000 Penalty: 3174.789795
	Iteration 2F: 3 clusters Score -2124178 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2127893.500000 Penalty: 3174.789795
	Iteration 3F: 3 clusters Score -2127894 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2130700.500000 Penalty: 3174.789795
	Iteration 4F: 3 clusters Score -2130700 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2132236.250000 Penalty: 3174.789795
	Iteration 5F: 3 clusters Score -2132236 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2132935.000000 Penalty: 3174.789795
	Iteration 6F: 3 clusters Score -2132935 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2133304.250000 Penalty: 3174.789795
	Iteration 7Q: 3 clusters Score -2133304 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2133553.250000 Penalty: 3174.789795
	Iteration 8Q: 3 clusters Score -2133553 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2133753.250000 Penalty: 3174.789795
	Iteration 9Q: 3 clusters Score -2133753 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -2133907.250000 Penalty: 3174.789795
	Iteration 10Q: 3 clusters Score -2133907 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2134019.500000 Penalty: 3174.789795
	Iteration 11Q: 3 clusters Score -2134020 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2134105.000000 Penalty: 3174.789795
	Iteration 12Q: 3 clusters Score -2134105 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2134185.250000 Penalty: 3174.789795
	Iteration 13Q: 3 clusters Score -2134185 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2134254.000000 Penalty: 3174.789795
	Iteration 14Q: 3 clusters Score -2134254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2134353.250000 Penalty: 3174.789795
	Iteration 15Q: 3 clusters Score -2134353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2134469.000000 Penalty: 3174.789795
	Iteration 16Q: 3 clusters Score -2134469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2134545.750000 Penalty: 3174.789795
	Iteration 17Q: 3 clusters Score -2134546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2134566.000000 Penalty: 3174.789795
	Iteration 18Q: 3 clusters Score -2134566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2134579.500000 Penalty: 3174.789795
	Iteration 19Q: 3 clusters Score -2134580 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2134584.500000 Penalty: 3174.789795
	Iteration 20F: 3 clusters Score -2134584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -2134585.250000 Penalty: 3174.789795
	Iteration 21Q: 3 clusters Score -2134585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2134583.750000 Penalty: 3174.789795
	Iteration 22Q: 3 clusters Score -2134584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2134584.000000 Penalty: 3174.789795
	Iteration 23Q: 3 clusters Score -2134584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2134583.500000 Penalty: 3174.789795
	Iteration 24Q: 3 clusters Score -2134584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -2134583.500000 Penalty: 3174.789795
	Iteration 25F: 3 clusters Score -2134584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 49390 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 36831 members 
Mstep: Class 21 contains 33193 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 1785 members 
Mstep: Class 24 contains 5645 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 1222 members 
Mstep: Class 27 contains 7985 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 6383 members 
Mstep: Class 30 contains 3263 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 61291 members 
Mstep: Class 33 contains 15691 members 
Entering Unmasked Estep 
Score: -48208400.000000 Penalty: 69198.960938
Splitting cluster 23 changes total score from -48181676.000000 to -48208400.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 24 (5645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Entering Unmasked Estep 
Score: -700663.000000 Penalty: 1403.760254
	Iteration 0F: 2 clusters Score -700663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -696371.812500 Penalty: 2807.520508
	Iteration 0F: 3 clusters Score -696371.8 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -698316.625000 Penalty: 2807.520508
	Iteration 1F: 3 clusters Score -698316.6 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -699186.562500 Penalty: 2807.520508
	Iteration 2F: 3 clusters Score -699186.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -699864.187500 Penalty: 2807.520508
	Iteration 3F: 3 clusters Score -699864.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -700356.312500 Penalty: 2807.520508
	Iteration 4F: 3 clusters Score -700356.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -700650.625000 Penalty: 2807.520508
	Iteration 5F: 3 clusters Score -700650.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -700822.000000 Penalty: 2807.520508
	Iteration 6Q: 3 clusters Score -700822 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -700929.875000 Penalty: 2807.520508
	Iteration 7Q: 3 clusters Score -700929.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -701044.562500 Penalty: 2807.520508
	Iteration 8Q: 3 clusters Score -701044.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -701139.750000 Penalty: 2807.520508
	Iteration 9Q: 3 clusters Score -701139.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -701203.562500 Penalty: 2807.520508
	Iteration 10Q: 3 clusters Score -701203.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -701223.000000 Penalty: 2807.520508
	Iteration 11Q: 3 clusters Score -701223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -701233.437500 Penalty: 2807.520508
	Iteration 12Q: 3 clusters Score -701233.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -701239.500000 Penalty: 2807.520508
	Iteration 13Q: 3 clusters Score -701239.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -701240.875000 Penalty: 2807.520508
	Iteration 14Q: 3 clusters Score -701240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -701243.812500 Penalty: 2807.520508
	Iteration 15Q: 3 clusters Score -701243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -701244.187500 Penalty: 2807.520508
	Iteration 16Q: 3 clusters Score -701244.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -701244.187500 Penalty: 2807.520508
	Iteration 17F: 3 clusters Score -701244.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 49390 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 7054 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 36831 members 
Mstep: Class 21 contains 33193 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 1785 members 
Mstep: Class 24 contains 5040 members 
Mstep: Class 25 contains 1290 members 
Mstep: Class 26 contains 1222 members 
Mstep: Class 27 contains 7985 members 
Mstep: Class 28 contains 2228 members 
Mstep: Class 29 contains 6383 members 
Mstep: Class 30 contains 3263 members 
Mstep: Class 31 contains 660 members 
Mstep: Class 32 contains 61291 members 
Mstep: Class 33 contains 15691 members 
Mstep: Class 34 contains 605 members 
Entering Unmasked Estep 
Score: -48208268.000000 Penalty: 71295.898438
Splitting cluster 24 changes total score from -48181676.000000 to -48208268.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 5352 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 2305 members 
Mstep: Class 5 contains 7742 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 49390 members 
Mstep: Class 9 contains 4895 members 
Mstep: Class 10 contains 3091 members 
Mstep: Class 11 contains 7134 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 15556 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 17 contains 62834 members 
Mstep: Class 18 contains 2106 members 
Mstep: Class 19 contains 7220 members 
Mstep: Class 20 contains 36831 members 
Mstep: Class 21 contains 33193 members 
Mstep: Class 22 contains 5610 members 
Mstep: Class 23 contains 1785 members 
Mstep: Class 24 contains 5040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 34. Lose 1491.258911 but Gain 2096.937500
Score: -48216264.000000 Penalty: 69198.960938
Iteration 39Q: 34 clusters Score -4.821626e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5359 members 
Mstep: Class 3 contains 12943 members 
Mstep: Class 4 contains 2558 members 
Mstep: Class 5 contains 7817 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 49584 members 
Mstep: Class 8 contains 15418 members 
Mstep: Class 9 contains 4832 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 7151 members 
Mstep: Class 12 contains 3894 members 
Mstep: Class 13 contains 3120 members 
Mstep: Class 14 contains 15587 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 6440 members 
Mstep: Class 17 contains 63387 members 
Mstep: Class 18 contains 2254 members 
Mstep: Class 19 contains 7580 members 
Mstep: Class 20 contains 36861 members 
Mstep: Class 21 contains 33478 members 
Mstep: Class 22 contains 6105 members 
Mstep: Class 23 contains 1973 members 
Mstep: Class 24 contains 5280 members 
Mstep: Class 25 contains 1288 members 
Mstep: Class 26 contains 1228 members 
Mstep: Class 27 contains 7866 members 
Mstep: Class 28 contains 2174 members 
Mstep: Class 29 contains 6178 members 
Mstep: Class 30 contains 3232 members 
Mstep: Class 31 contains 886 members 
Mstep: Class 32 contains 60845 members 
Mstep: Class 33 contains 15143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48223768.000000 Penalty: 69198.960938
Iteration 40F: 34 clusters Score -4.822377e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5310 members 
Mstep: Class 3 contains 12393 members 
Mstep: Class 4 contains 2682 members 
Mstep: Class 5 contains 7775 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 7 contains 48713 members 
Mstep: Class 8 contains 15300 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 3081 members 
Mstep: Class 11 contains 6992 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 2975 members 
Mstep: Class 14 contains 15190 members 
Mstep: Class 15 contains 3002 members 
Mstep: Class 16 contains 6606 members 
Mstep: Class 17 contains 62798 members 
Mstep: Class 18 contains 2138 members 
Mstep: Class 19 contains 7576 members 
Mstep: Class 20 contains 36531 members 
Mstep: Class 21 contains 33218 members 
Mstep: Class 22 contains 6345 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 5435 members 
Mstep: Class 25 contains 1303 members 
Mstep: Class 26 contains 1255 members 
Mstep: Class 27 contains 8116 members 
Mstep: Class 28 contains 2152 members 
Mstep: Class 29 contains 6515 members 
Mstep: Class 30 contains 3528 members 
Mstep: Class 31 contains 1037 members 
Mstep: Class 32 contains 63289 members 
Mstep: Class 33 contains 15009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48226640.000000 Penalty: 69198.960938
Iteration 41Q: 34 clusters Score -4.822664e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5261 members 
Mstep: Class 3 contains 12027 members 
Mstep: Class 4 contains 2816 members 
Mstep: Class 5 contains 7738 members 
Mstep: Class 6 contains 2050 members 
Mstep: Class 7 contains 48231 members 
Mstep: Class 8 contains 15226 members 
Mstep: Class 9 contains 4708 members 
Mstep: Class 10 contains 3069 members 
Mstep: Class 11 contains 6837 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 2897 members 
Mstep: Class 14 contains 14958 members 
Mstep: Class 15 contains 2939 members 
Mstep: Class 16 contains 6717 members 
Mstep: Class 17 contains 62421 members 
Mstep: Class 18 contains 2079 members 
Mstep: Class 19 contains 7580 members 
Mstep: Class 20 contains 36250 members 
Mstep: Class 21 contains 33055 members 
Mstep: Class 22 contains 6528 members 
Mstep: Class 23 contains 2265 members 
Mstep: Class 24 contains 5570 members 
Mstep: Class 25 contains 1312 members 
Mstep: Class 26 contains 1259 members 
Mstep: Class 27 contains 8328 members 
Mstep: Class 28 contains 2136 members 
Mstep: Class 29 contains 6653 members 
Mstep: Class 30 contains 3696 members 
Mstep: Class 31 contains 1159 members 
Mstep: Class 32 contains 64768 members 
Mstep: Class 33 contains 14895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48227948.000000 Penalty: 69198.960938
Iteration 42Q: 34 clusters Score -4.822795e+07 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 5215 members 
Mstep: Class 3 contains 11754 members 
Mstep: Class 4 contains 2955 members 
Mstep: Class 5 contains 7709 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 47882 members 
Mstep: Class 8 contains 15200 members 
Mstep: Class 9 contains 4666 members 
Mstep: Class 10 contains 3062 members 
Mstep: Class 11 contains 6696 members 
Mstep: Class 12 contains 3697 members 
Mstep: Class 13 contains 2844 members 
Mstep: Class 14 contains 14800 members 
Mstep: Class 15 contains 2861 members 
Mstep: Class 16 contains 6822 members 
Mstep: Class 17 contains 62169 members 
Mstep: Class 18 contains 2048 members 
Mstep: Class 19 contains 7578 members 
Mstep: Class 20 contains 36023 members 
Mstep: Class 21 contains 32911 members 
Mstep: Class 22 contains 6705 members 
Mstep: Class 23 contains 2377 members 
Mstep: Class 24 contains 5663 members 
Mstep: Class 25 contains 1317 members 
Mstep: Class 26 contains 1263 members 
Mstep: Class 27 contains 8514 members 
Mstep: Class 28 contains 2127 members 
Mstep: Class 29 contains 6716 members 
Mstep: Class 30 contains 3782 members 
Mstep: Class 31 contains 1257 members 
Mstep: Class 32 contains 65784 members 
Mstep: Class 33 contains 14839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48229076.000000 Penalty: 69198.960938
Iteration 43Q: 34 clusters Score -4.822908e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 11524 members 
Mstep: Class 4 contains 3088 members 
Mstep: Class 5 contains 7700 members 
Mstep: Class 6 contains 2062 members 
Mstep: Class 7 contains 47664 members 
Mstep: Class 8 contains 15193 members 
Mstep: Class 9 contains 4618 members 
Mstep: Class 10 contains 3056 members 
Mstep: Class 11 contains 6533 members 
Mstep: Class 12 contains 3694 members 
Mstep: Class 13 contains 2806 members 
Mstep: Class 14 contains 14697 members 
Mstep: Class 15 contains 2788 members 
Mstep: Class 16 contains 6934 members 
Mstep: Class 17 contains 61976 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 7561 members 
Mstep: Class 20 contains 35822 members 
Mstep: Class 21 contains 32823 members 
Mstep: Class 22 contains 6858 members 
Mstep: Class 23 contains 2467 members 
Mstep: Class 24 contains 5735 members 
Mstep: Class 25 contains 1322 members 
Mstep: Class 26 contains 1266 members 
Mstep: Class 27 contains 8699 members 
Mstep: Class 28 contains 2111 members 
Mstep: Class 29 contains 6732 members 
Mstep: Class 30 contains 3821 members 
Mstep: Class 31 contains 1346 members 
Mstep: Class 32 contains 66497 members 
Mstep: Class 33 contains 14803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48230028.000000 Penalty: 69198.960938
Iteration 44Q: 34 clusters Score -4.823003e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 5144 members 
Mstep: Class 3 contains 11319 members 
Mstep: Class 4 contains 3218 members 
Mstep: Class 5 contains 7726 members 
Mstep: Class 6 contains 2069 members 
Mstep: Class 7 contains 47513 members 
Mstep: Class 8 contains 15193 members 
Mstep: Class 9 contains 4578 members 
Mstep: Class 10 contains 3053 members 
Mstep: Class 11 contains 6365 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 2779 members 
Mstep: Class 14 contains 14608 members 
Mstep: Class 15 contains 2718 members 
Mstep: Class 16 contains 7026 members 
Mstep: Class 17 contains 61809 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 35635 members 
Mstep: Class 21 contains 32726 members 
Mstep: Class 22 contains 6980 members 
Mstep: Class 23 contains 2569 members 
Mstep: Class 24 contains 5768 members 
Mstep: Class 25 contains 1329 members 
Mstep: Class 26 contains 1271 members 
Mstep: Class 27 contains 8879 members 
Mstep: Class 28 contains 2097 members 
Mstep: Class 29 contains 6729 members 
Mstep: Class 30 contains 3861 members 
Mstep: Class 31 contains 1415 members 
Mstep: Class 32 contains 67060 members 
Mstep: Class 33 contains 14783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48230592.000000 Penalty: 69198.960938
Iteration 45Q: 34 clusters Score -4.823059e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5123 members 
Mstep: Class 3 contains 11140 members 
Mstep: Class 4 contains 3337 members 
Mstep: Class 5 contains 7749 members 
Mstep: Class 6 contains 2078 members 
Mstep: Class 7 contains 47377 members 
Mstep: Class 8 contains 15200 members 
Mstep: Class 9 contains 4533 members 
Mstep: Class 10 contains 3050 members 
Mstep: Class 11 contains 6174 members 
Mstep: Class 12 contains 3695 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 14521 members 
Mstep: Class 15 contains 2644 members 
Mstep: Class 16 contains 7127 members 
Mstep: Class 17 contains 61679 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 7562 members 
Mstep: Class 20 contains 35490 members 
Mstep: Class 21 contains 32633 members 
Mstep: Class 22 contains 7080 members 
Mstep: Class 23 contains 2672 members 
Mstep: Class 24 contains 5795 members 
Mstep: Class 25 contains 1334 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 9048 members 
Mstep: Class 28 contains 2086 members 
Mstep: Class 29 contains 6732 members 
Mstep: Class 30 contains 3872 members 
Mstep: Class 31 contains 1458 members 
Mstep: Class 32 contains 67524 members 
Mstep: Class 33 contains 14778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48231008.000000 Penalty: 69198.960938
Iteration 46Q: 34 clusters Score -4.823101e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5101 members 
Mstep: Class 3 contains 11003 members 
Mstep: Class 4 contains 3467 members 
Mstep: Class 5 contains 7759 members 
Mstep: Class 6 contains 2091 members 
Mstep: Class 7 contains 47245 members 
Mstep: Class 8 contains 15198 members 
Mstep: Class 9 contains 4476 members 
Mstep: Class 10 contains 3043 members 
Mstep: Class 11 contains 5974 members 
Mstep: Class 12 contains 3685 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 14458 members 
Mstep: Class 15 contains 2555 members 
Mstep: Class 16 contains 7254 members 
Mstep: Class 17 contains 61582 members 
Mstep: Class 18 contains 1977 members 
Mstep: Class 19 contains 7576 members 
Mstep: Class 20 contains 35410 members 
Mstep: Class 21 contains 32563 members 
Mstep: Class 22 contains 7165 members 
Mstep: Class 23 contains 2762 members 
Mstep: Class 24 contains 5825 members 
Mstep: Class 25 contains 1337 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 9203 members 
Mstep: Class 28 contains 2074 members 
Mstep: Class 29 contains 6728 members 
Mstep: Class 30 contains 3881 members 
Mstep: Class 31 contains 1481 members 
Mstep: Class 32 contains 67884 members 
Mstep: Class 33 contains 14766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48231636.000000 Penalty: 69198.960938
Iteration 47Q: 34 clusters Score -4.823164e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5083 members 
Mstep: Class 3 contains 10891 members 
Mstep: Class 4 contains 3615 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 2104 members 
Mstep: Class 7 contains 47143 members 
Mstep: Class 8 contains 15192 members 
Mstep: Class 9 contains 4430 members 
Mstep: Class 10 contains 3041 members 
Mstep: Class 11 contains 5787 members 
Mstep: Class 12 contains 3672 members 
Mstep: Class 13 contains 2727 members 
Mstep: Class 14 contains 14412 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 61494 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 7592 members 
Mstep: Class 20 contains 35343 members 
Mstep: Class 21 contains 32497 members 
Mstep: Class 22 contains 7240 members 
Mstep: Class 23 contains 2823 members 
Mstep: Class 24 contains 5852 members 
Mstep: Class 25 contains 1339 members 
Mstep: Class 26 contains 1281 members 
Mstep: Class 27 contains 9362 members 
Mstep: Class 28 contains 2057 members 
Mstep: Class 29 contains 6726 members 
Mstep: Class 30 contains 3868 members 
Mstep: Class 31 contains 1500 members 
Mstep: Class 32 contains 68153 members 
Mstep: Class 33 contains 14769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48232460.000000 Penalty: 69198.960938
Iteration 48Q: 34 clusters Score -4.823246e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5067 members 
Mstep: Class 3 contains 10792 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 7752 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 7 contains 47058 members 
Mstep: Class 8 contains 15184 members 
Mstep: Class 9 contains 4396 members 
Mstep: Class 10 contains 3038 members 
Mstep: Class 11 contains 5640 members 
Mstep: Class 12 contains 3666 members 
Mstep: Class 13 contains 2714 members 
Mstep: Class 14 contains 14384 members 
Mstep: Class 15 contains 2405 members 
Mstep: Class 16 contains 7510 members 
Mstep: Class 17 contains 61417 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 7623 members 
Mstep: Class 20 contains 35282 members 
Mstep: Class 21 contains 32446 members 
Mstep: Class 22 contains 7297 members 
Mstep: Class 23 contains 2861 members 
Mstep: Class 24 contains 5872 members 
Mstep: Class 25 contains 1339 members 
Mstep: Class 26 contains 1286 members 
Mstep: Class 27 contains 9506 members 
Mstep: Class 28 contains 2037 members 
Mstep: Class 29 contains 6712 members 
Mstep: Class 30 contains 3842 members 
Mstep: Class 31 contains 1513 members 
Mstep: Class 32 contains 68380 members 
Mstep: Class 33 contains 14781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48233228.000000 Penalty: 69198.960938
Iteration 49Q: 34 clusters Score -4.823323e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 10709 members 
Mstep: Class 4 contains 3867 members 
Mstep: Class 5 contains 7734 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 46990 members 
Mstep: Class 8 contains 15186 members 
Mstep: Class 9 contains 4366 members 
Mstep: Class 10 contains 3037 members 
Mstep: Class 11 contains 5494 members 
Mstep: Class 12 contains 3655 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 14359 members 
Mstep: Class 15 contains 2356 members 
Mstep: Class 16 contains 7638 members 
Mstep: Class 17 contains 61331 members 
Mstep: Class 18 contains 1925 members 
Mstep: Class 19 contains 7644 members 
Mstep: Class 20 contains 35235 members 
Mstep: Class 21 contains 32388 members 
Mstep: Class 22 contains 7348 members 
Mstep: Class 23 contains 2891 members 
Mstep: Class 24 contains 5896 members 
Mstep: Class 25 contains 1340 members 
Mstep: Class 26 contains 1290 members 
Mstep: Class 27 contains 9625 members 
Mstep: Class 28 contains 2009 members 
Mstep: Class 29 contains 6704 members 
Mstep: Class 30 contains 3811 members 
Mstep: Class 31 contains 1525 members 
Mstep: Class 32 contains 68588 members 
Mstep: Class 33 contains 14808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48233924.000000 Penalty: 69198.960938
Iteration 50Q: 34 clusters Score -4.823392e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5032 members 
Mstep: Class 3 contains 10630 members 
Mstep: Class 4 contains 3991 members 
Mstep: Class 5 contains 7722 members 
Mstep: Class 6 contains 2148 members 
Mstep: Class 7 contains 46945 members 
Mstep: Class 8 contains 15195 members 
Mstep: Class 9 contains 4335 members 
Mstep: Class 10 contains 3033 members 
Mstep: Class 11 contains 5351 members 
Mstep: Class 12 contains 3646 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 14323 members 
Mstep: Class 15 contains 2321 members 
Mstep: Class 16 contains 7770 members 
Mstep: Class 17 contains 61276 members 
Mstep: Class 18 contains 1904 members 
Mstep: Class 19 contains 7657 members 
Mstep: Class 20 contains 35185 members 
Mstep: Class 21 contains 32336 members 
Mstep: Class 22 contains 7392 members 
Mstep: Class 23 contains 2909 members 
Mstep: Class 24 contains 5920 members 
Mstep: Class 25 contains 1339 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 9741 members 
Mstep: Class 28 contains 1972 members 
Mstep: Class 29 contains 6677 members 
Mstep: Class 30 contains 3777 members 
Mstep: Class 31 contains 1532 members 
Mstep: Class 32 contains 68779 members 
Mstep: Class 33 contains 14840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48234656.000000 Penalty: 69198.960938
Iteration 51Q: 34 clusters Score -4.823466e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 10553 members 
Mstep: Class 4 contains 4095 members 
Mstep: Class 5 contains 7718 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46953 members 
Mstep: Class 8 contains 15194 members 
Mstep: Class 9 contains 4296 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 5230 members 
Mstep: Class 12 contains 3645 members 
Mstep: Class 13 contains 2676 members 
Mstep: Class 14 contains 14286 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 7894 members 
Mstep: Class 17 contains 61238 members 
Mstep: Class 18 contains 1884 members 
Mstep: Class 19 contains 7663 members 
Mstep: Class 20 contains 35111 members 
Mstep: Class 21 contains 32290 members 
Mstep: Class 22 contains 7443 members 
Mstep: Class 23 contains 2926 members 
Mstep: Class 24 contains 5924 members 
Mstep: Class 25 contains 1341 members 
Mstep: Class 26 contains 1289 members 
Mstep: Class 27 contains 9826 members 
Mstep: Class 28 contains 1935 members 
Mstep: Class 29 contains 6665 members 
Mstep: Class 30 contains 3750 members 
Mstep: Class 31 contains 1544 members 
Mstep: Class 32 contains 68937 members 
Mstep: Class 33 contains 14875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235136.000000 Penalty: 69198.960938
Iteration 52Q: 34 clusters Score -4.823514e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 10493 members 
Mstep: Class 4 contains 4169 members 
Mstep: Class 5 contains 7721 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46957 members 
Mstep: Class 8 contains 15210 members 
Mstep: Class 9 contains 4255 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 5155 members 
Mstep: Class 12 contains 3640 members 
Mstep: Class 13 contains 2662 members 
Mstep: Class 14 contains 14246 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 7989 members 
Mstep: Class 17 contains 61200 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 19 contains 7672 members 
Mstep: Class 20 contains 35040 members 
Mstep: Class 21 contains 32264 members 
Mstep: Class 22 contains 7496 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 5933 members 
Mstep: Class 25 contains 1348 members 
Mstep: Class 26 contains 1287 members 
Mstep: Class 27 contains 9914 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 6657 members 
Mstep: Class 30 contains 3713 members 
Mstep: Class 31 contains 1555 members 
Mstep: Class 32 contains 69052 members 
Mstep: Class 33 contains 14892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235428.000000 Penalty: 69198.960938
Iteration 53Q: 34 clusters Score -4.823543e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4973 members 
Mstep: Class 3 contains 10443 members 
Mstep: Class 4 contains 4204 members 
Mstep: Class 5 contains 7733 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 46953 members 
Mstep: Class 8 contains 15220 members 
Mstep: Class 9 contains 4222 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 5103 members 
Mstep: Class 12 contains 3634 members 
Mstep: Class 13 contains 2649 members 
Mstep: Class 14 contains 14218 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 8082 members 
Mstep: Class 17 contains 61171 members 
Mstep: Class 18 contains 1845 members 
Mstep: Class 19 contains 7687 members 
Mstep: Class 20 contains 34982 members 
Mstep: Class 21 contains 32235 members 
Mstep: Class 22 contains 7530 members 
Mstep: Class 23 contains 2948 members 
Mstep: Class 24 contains 5940 members 
Mstep: Class 25 contains 1353 members 
Mstep: Class 26 contains 1287 members 
Mstep: Class 27 contains 10001 members 
Mstep: Class 28 contains 1908 members 
Mstep: Class 29 contains 6641 members 
Mstep: Class 30 contains 3679 members 
Mstep: Class 31 contains 1567 members 
Mstep: Class 32 contains 69143 members 
Mstep: Class 33 contains 14897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235420.000000 Penalty: 69198.960938
Iteration 54Q: 34 clusters Score -4.823542e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 10406 members 
Mstep: Class 4 contains 4230 members 
Mstep: Class 5 contains 7729 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 7 contains 46950 members 
Mstep: Class 8 contains 15236 members 
Mstep: Class 9 contains 4189 members 
Mstep: Class 10 contains 3033 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 3625 members 
Mstep: Class 13 contains 2629 members 
Mstep: Class 14 contains 14191 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 8182 members 
Mstep: Class 17 contains 61151 members 
Mstep: Class 18 contains 1829 members 
Mstep: Class 19 contains 7706 members 
Mstep: Class 20 contains 34936 members 
Mstep: Class 21 contains 32207 members 
Mstep: Class 22 contains 7568 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 5946 members 
Mstep: Class 25 contains 1360 members 
Mstep: Class 26 contains 1287 members 
Mstep: Class 27 contains 10072 members 
Mstep: Class 28 contains 1906 members 
Mstep: Class 29 contains 6626 members 
Mstep: Class 30 contains 3639 members 
Mstep: Class 31 contains 1573 members 
Mstep: Class 32 contains 69213 members 
Mstep: Class 33 contains 14899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235612.000000 Penalty: 69198.960938
Iteration 55Q: 34 clusters Score -4.823561e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4946 members 
Mstep: Class 3 contains 10377 members 
Mstep: Class 4 contains 4249 members 
Mstep: Class 5 contains 7738 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 46944 members 
Mstep: Class 8 contains 15259 members 
Mstep: Class 9 contains 4165 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 5040 members 
Mstep: Class 12 contains 3618 members 
Mstep: Class 13 contains 2608 members 
Mstep: Class 14 contains 14159 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 8280 members 
Mstep: Class 17 contains 61132 members 
Mstep: Class 18 contains 1817 members 
Mstep: Class 19 contains 7721 members 
Mstep: Class 20 contains 34894 members 
Mstep: Class 21 contains 32183 members 
Mstep: Class 22 contains 7600 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 5946 members 
Mstep: Class 25 contains 1364 members 
Mstep: Class 26 contains 1287 members 
Mstep: Class 27 contains 10136 members 
Mstep: Class 28 contains 1906 members 
Mstep: Class 29 contains 6606 members 
Mstep: Class 30 contains 3599 members 
Mstep: Class 31 contains 1579 members 
Mstep: Class 32 contains 69268 members 
Mstep: Class 33 contains 14897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235648.000000 Penalty: 69198.960938
Iteration 56Q: 34 clusters Score -4.823565e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4931 members 
Mstep: Class 3 contains 10344 members 
Mstep: Class 4 contains 4263 members 
Mstep: Class 5 contains 7743 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 46948 members 
Mstep: Class 8 contains 15279 members 
Mstep: Class 9 contains 4140 members 
Mstep: Class 10 contains 3032 members 
Mstep: Class 11 contains 5029 members 
Mstep: Class 12 contains 3620 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 14127 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 8361 members 
Mstep: Class 17 contains 61101 members 
Mstep: Class 18 contains 1813 members 
Mstep: Class 19 contains 7744 members 
Mstep: Class 20 contains 34857 members 
Mstep: Class 21 contains 32144 members 
Mstep: Class 22 contains 7634 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 5955 members 
Mstep: Class 25 contains 1364 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 10190 members 
Mstep: Class 28 contains 1906 members 
Mstep: Class 29 contains 6593 members 
Mstep: Class 30 contains 3568 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 69321 members 
Mstep: Class 33 contains 14894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235836.000000 Penalty: 69198.960938
Iteration 57Q: 34 clusters Score -4.823584e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 10309 members 
Mstep: Class 4 contains 4270 members 
Mstep: Class 5 contains 7751 members 
Mstep: Class 6 contains 2172 members 
Mstep: Class 7 contains 46928 members 
Mstep: Class 8 contains 15296 members 
Mstep: Class 9 contains 4125 members 
Mstep: Class 10 contains 3031 members 
Mstep: Class 11 contains 5026 members 
Mstep: Class 12 contains 3612 members 
Mstep: Class 13 contains 2582 members 
Mstep: Class 14 contains 14107 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 8404 members 
Mstep: Class 17 contains 61079 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 7760 members 
Mstep: Class 20 contains 34831 members 
Mstep: Class 21 contains 32122 members 
Mstep: Class 22 contains 7655 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 5959 members 
Mstep: Class 25 contains 1364 members 
Mstep: Class 26 contains 1292 members 
Mstep: Class 27 contains 10231 members 
Mstep: Class 28 contains 1906 members 
Mstep: Class 29 contains 6582 members 
Mstep: Class 30 contains 3545 members 
Mstep: Class 31 contains 1582 members 
Mstep: Class 32 contains 69395 members 
Mstep: Class 33 contains 14887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236000.000000 Penalty: 69198.960938
Iteration 58Q: 34 clusters Score -4.8236e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4913 members 
Mstep: Class 3 contains 10273 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 7752 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 46904 members 
Mstep: Class 8 contains 15310 members 
Mstep: Class 9 contains 4110 members 
Mstep: Class 10 contains 3029 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 3609 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 14100 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 8453 members 
Mstep: Class 17 contains 61041 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 7779 members 
Mstep: Class 20 contains 34807 members 
Mstep: Class 21 contains 32096 members 
Mstep: Class 22 contains 7686 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 5960 members 
Mstep: Class 25 contains 1366 members 
Mstep: Class 26 contains 1292 members 
Mstep: Class 27 contains 10262 members 
Mstep: Class 28 contains 1906 members 
Mstep: Class 29 contains 6582 members 
Mstep: Class 30 contains 3530 members 
Mstep: Class 31 contains 1584 members 
Mstep: Class 32 contains 69459 members 
Mstep: Class 33 contains 14880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48235980.000000 Penalty: 69198.960938
Iteration 59Q: 34 clusters Score -4.823598e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4910 members 
Mstep: Class 3 contains 10249 members 
Mstep: Class 4 contains 4284 members 
Mstep: Class 5 contains 7758 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 46882 members 
Mstep: Class 8 contains 15321 members 
Mstep: Class 9 contains 4095 members 
Mstep: Class 10 contains 3028 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 3613 members 
Mstep: Class 13 contains 2549 members 
Mstep: Class 14 contains 14095 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 8493 members 
Mstep: Class 17 contains 61008 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 19 contains 7795 members 
Mstep: Class 20 contains 34778 members 
Mstep: Class 21 contains 32068 members 
Mstep: Class 22 contains 7717 members 
Mstep: Class 23 contains 2958 members 
Mstep: Class 24 contains 5962 members 
Mstep: Class 25 contains 1368 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 10294 members 
Mstep: Class 28 contains 1906 members 
Mstep: Class 29 contains 6583 members 
Mstep: Class 30 contains 3516 members 
Mstep: Class 31 contains 1585 members 
Mstep: Class 32 contains 69507 members 
Mstep: Class 33 contains 14869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236096.000000 Penalty: 69198.960938
Iteration 60F: 34 clusters Score -4.82361e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4907 members 
Mstep: Class 3 contains 10230 members 
Mstep: Class 4 contains 4304 members 
Mstep: Class 5 contains 7767 members 
Mstep: Class 6 contains 2192 members 
Mstep: Class 7 contains 46884 members 
Mstep: Class 8 contains 15331 members 
Mstep: Class 9 contains 4080 members 
Mstep: Class 10 contains 3025 members 
Mstep: Class 11 contains 5013 members 
Mstep: Class 12 contains 3610 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 14084 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 8526 members 
Mstep: Class 17 contains 60969 members 
Mstep: Class 18 contains 1827 members 
Mstep: Class 19 contains 7799 members 
Mstep: Class 20 contains 34751 members 
Mstep: Class 21 contains 32052 members 
Mstep: Class 22 contains 7737 members 
Mstep: Class 23 contains 2956 members 
Mstep: Class 24 contains 5965 members 
Mstep: Class 25 contains 1369 members 
Mstep: Class 26 contains 1292 members 
Mstep: Class 27 contains 10328 members 
Mstep: Class 28 contains 1906 members 
Mstep: Class 29 contains 6578 members 
Mstep: Class 30 contains 3512 members 
Mstep: Class 31 contains 1588 members 
Mstep: Class 32 contains 69546 members 
Mstep: Class 33 contains 14860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236152.000000 Penalty: 69198.960938
Iteration 61Q: 34 clusters Score -4.823615e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4901 members 
Mstep: Class 3 contains 10221 members 
Mstep: Class 4 contains 4332 members 
Mstep: Class 5 contains 7767 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 46884 members 
Mstep: Class 8 contains 15336 members 
Mstep: Class 9 contains 4060 members 
Mstep: Class 10 contains 3023 members 
Mstep: Class 11 contains 5008 members 
Mstep: Class 12 contains 3606 members 
Mstep: Class 13 contains 2526 members 
Mstep: Class 14 contains 14074 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 8551 members 
Mstep: Class 17 contains 60957 members 
Mstep: Class 18 contains 1832 members 
Mstep: Class 19 contains 7802 members 
Mstep: Class 20 contains 34718 members 
Mstep: Class 21 contains 32035 members 
Mstep: Class 22 contains 7747 members 
Mstep: Class 23 contains 2953 members 
Mstep: Class 24 contains 5970 members 
Mstep: Class 25 contains 1372 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 10356 members 
Mstep: Class 28 contains 1906 members 
Mstep: Class 29 contains 6577 members 
Mstep: Class 30 contains 3510 members 
Mstep: Class 31 contains 1592 members 
Mstep: Class 32 contains 69577 members 
Mstep: Class 33 contains 14849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236072.000000 Penalty: 69198.960938
Iteration 62Q: 34 clusters Score -4.823607e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4897 members 
Mstep: Class 3 contains 10210 members 
Mstep: Class 4 contains 4347 members 
Mstep: Class 5 contains 7761 members 
Mstep: Class 6 contains 2194 members 
Mstep: Class 7 contains 46875 members 
Mstep: Class 8 contains 15340 members 
Mstep: Class 9 contains 4044 members 
Mstep: Class 10 contains 3022 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 3607 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 14064 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 8586 members 
Mstep: Class 17 contains 60936 members 
Mstep: Class 18 contains 1846 members 
Mstep: Class 19 contains 7806 members 
Mstep: Class 20 contains 34690 members 
Mstep: Class 21 contains 32019 members 
Mstep: Class 22 contains 7766 members 
Mstep: Class 23 contains 2950 members 
Mstep: Class 24 contains 5978 members 
Mstep: Class 25 contains 1374 members 
Mstep: Class 26 contains 1289 members 
Mstep: Class 27 contains 10392 members 
Mstep: Class 28 contains 1906 members 
Mstep: Class 29 contains 6576 members 
Mstep: Class 30 contains 3501 members 
Mstep: Class 31 contains 1592 members 
Mstep: Class 32 contains 69597 members 
Mstep: Class 33 contains 14838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236196.000000 Penalty: 69198.960938
Iteration 63Q: 34 clusters Score -4.82362e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4894 members 
Mstep: Class 3 contains 10198 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 7 contains 46870 members 
Mstep: Class 8 contains 15342 members 
Mstep: Class 9 contains 4036 members 
Mstep: Class 10 contains 3022 members 
Mstep: Class 11 contains 5004 members 
Mstep: Class 12 contains 3609 members 
Mstep: Class 13 contains 2516 members 
Mstep: Class 14 contains 14059 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 60926 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 19 contains 7813 members 
Mstep: Class 20 contains 34657 members 
Mstep: Class 21 contains 32001 members 
Mstep: Class 22 contains 7782 members 
Mstep: Class 23 contains 2949 members 
Mstep: Class 24 contains 5985 members 
Mstep: Class 25 contains 1374 members 
Mstep: Class 26 contains 1288 members 
Mstep: Class 27 contains 10415 members 
Mstep: Class 28 contains 1906 members 
Mstep: Class 29 contains 6577 members 
Mstep: Class 30 contains 3484 members 
Mstep: Class 31 contains 1594 members 
Mstep: Class 32 contains 69613 members 
Mstep: Class 33 contains 14832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236236.000000 Penalty: 69198.960938
Iteration 64Q: 34 clusters Score -4.823624e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 4891 members 
Mstep: Class 3 contains 10191 members 
Mstep: Class 4 contains 4364 members 
Mstep: Class 5 contains 7764 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 46873 members 
Mstep: Class 8 contains 15343 members 
Mstep: Class 9 contains 4023 members 
Mstep: Class 10 contains 3022 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 3602 members 
Mstep: Class 13 contains 2509 members 
Mstep: Class 14 contains 14049 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 8635 members 
Mstep: Class 17 contains 60912 members 
Mstep: Class 18 contains 1877 members 
Mstep: Class 19 contains 7816 members 
Mstep: Class 20 contains 34627 members 
Mstep: Class 21 contains 31984 members 
Mstep: Class 22 contains 7797 members 
Mstep: Class 23 contains 2950 members 
Mstep: Class 24 contains 5987 members 
Mstep: Class 25 contains 1375 members 
Mstep: Class 26 contains 1290 members 
Mstep: Class 27 contains 10433 members 
Mstep: Class 28 contains 1907 members 
Mstep: Class 29 contains 6571 members 
Mstep: Class 30 contains 3481 members 
Mstep: Class 31 contains 1598 members 
Mstep: Class 32 contains 69632 members 
Mstep: Class 33 contains 14830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236228.000000 Penalty: 69198.960938
Iteration 65Q: 34 clusters Score -4.823623e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 10186 members 
Mstep: Class 4 contains 4367 members 
Mstep: Class 5 contains 7777 members 
Mstep: Class 6 contains 2204 members 
Mstep: Class 7 contains 46876 members 
Mstep: Class 8 contains 15343 members 
Mstep: Class 9 contains 4004 members 
Mstep: Class 10 contains 3020 members 
Mstep: Class 11 contains 5000 members 
Mstep: Class 12 contains 3600 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 14 contains 14028 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 8662 members 
Mstep: Class 17 contains 60896 members 
Mstep: Class 18 contains 1901 members 
Mstep: Class 19 contains 7819 members 
Mstep: Class 20 contains 34611 members 
Mstep: Class 21 contains 31955 members 
Mstep: Class 22 contains 7809 members 
Mstep: Class 23 contains 2950 members 
Mstep: Class 24 contains 5989 members 
Mstep: Class 25 contains 1377 members 
Mstep: Class 26 contains 1289 members 
Mstep: Class 27 contains 10452 members 
Mstep: Class 28 contains 1908 members 
Mstep: Class 29 contains 6564 members 
Mstep: Class 30 contains 3483 members 
Mstep: Class 31 contains 1601 members 
Mstep: Class 32 contains 69652 members 
Mstep: Class 33 contains 14831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236252.000000 Penalty: 69198.960938
Iteration 66Q: 34 clusters Score -4.823625e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4882 members 
Mstep: Class 3 contains 10182 members 
Mstep: Class 4 contains 4374 members 
Mstep: Class 5 contains 7792 members 
Mstep: Class 6 contains 2204 members 
Mstep: Class 7 contains 46872 members 
Mstep: Class 8 contains 15348 members 
Mstep: Class 9 contains 3994 members 
Mstep: Class 10 contains 3020 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 3588 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 14005 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 60871 members 
Mstep: Class 18 contains 1916 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 34592 members 
Mstep: Class 21 contains 31931 members 
Mstep: Class 22 contains 7814 members 
Mstep: Class 23 contains 2950 members 
Mstep: Class 24 contains 5989 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1289 members 
Mstep: Class 27 contains 10459 members 
Mstep: Class 28 contains 1909 members 
Mstep: Class 29 contains 6563 members 
Mstep: Class 30 contains 3480 members 
Mstep: Class 31 contains 1601 members 
Mstep: Class 32 contains 69681 members 
Mstep: Class 33 contains 14823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236316.000000 Penalty: 69198.960938
Iteration 67Q: 34 clusters Score -4.823632e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4879 members 
Mstep: Class 3 contains 10178 members 
Mstep: Class 4 contains 4386 members 
Mstep: Class 5 contains 7806 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 7 contains 46870 members 
Mstep: Class 8 contains 15351 members 
Mstep: Class 9 contains 3990 members 
Mstep: Class 10 contains 3020 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 3585 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 13986 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 8753 members 
Mstep: Class 17 contains 60853 members 
Mstep: Class 18 contains 1928 members 
Mstep: Class 19 contains 7829 members 
Mstep: Class 20 contains 34570 members 
Mstep: Class 21 contains 31905 members 
Mstep: Class 22 contains 7818 members 
Mstep: Class 23 contains 2950 members 
Mstep: Class 24 contains 5993 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1287 members 
Mstep: Class 27 contains 10475 members 
Mstep: Class 28 contains 1909 members 
Mstep: Class 29 contains 6559 members 
Mstep: Class 30 contains 3477 members 
Mstep: Class 31 contains 1601 members 
Mstep: Class 32 contains 69700 members 
Mstep: Class 33 contains 14812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236580.000000 Penalty: 69198.960938
Iteration 68Q: 34 clusters Score -4.823658e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 10168 members 
Mstep: Class 4 contains 4392 members 
Mstep: Class 5 contains 7823 members 
Mstep: Class 6 contains 2206 members 
Mstep: Class 7 contains 46863 members 
Mstep: Class 8 contains 15351 members 
Mstep: Class 9 contains 3987 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 5000 members 
Mstep: Class 12 contains 3582 members 
Mstep: Class 13 contains 2503 members 
Mstep: Class 14 contains 13961 members 
Mstep: Class 15 contains 2290 members 
Mstep: Class 16 contains 8794 members 
Mstep: Class 17 contains 60836 members 
Mstep: Class 18 contains 1945 members 
Mstep: Class 19 contains 7834 members 
Mstep: Class 20 contains 34546 members 
Mstep: Class 21 contains 31886 members 
Mstep: Class 22 contains 7826 members 
Mstep: Class 23 contains 2952 members 
Mstep: Class 24 contains 5996 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1287 members 
Mstep: Class 27 contains 10493 members 
Mstep: Class 28 contains 1908 members 
Mstep: Class 29 contains 6558 members 
Mstep: Class 30 contains 3469 members 
Mstep: Class 31 contains 1602 members 
Mstep: Class 32 contains 69721 members 
Mstep: Class 33 contains 14801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236664.000000 Penalty: 69198.960938
Iteration 69Q: 34 clusters Score -4.823666e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 10158 members 
Mstep: Class 4 contains 4396 members 
Mstep: Class 5 contains 7836 members 
Mstep: Class 6 contains 2204 members 
Mstep: Class 7 contains 46851 members 
Mstep: Class 8 contains 15350 members 
Mstep: Class 9 contains 3980 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 5000 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 13940 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 8851 members 
Mstep: Class 17 contains 60816 members 
Mstep: Class 18 contains 1954 members 
Mstep: Class 19 contains 7838 members 
Mstep: Class 20 contains 34523 members 
Mstep: Class 21 contains 31866 members 
Mstep: Class 22 contains 7835 members 
Mstep: Class 23 contains 2953 members 
Mstep: Class 24 contains 5999 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1289 members 
Mstep: Class 27 contains 10514 members 
Mstep: Class 28 contains 1908 members 
Mstep: Class 29 contains 6552 members 
Mstep: Class 30 contains 3456 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 69742 members 
Mstep: Class 33 contains 14797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236704.000000 Penalty: 69198.960938
Iteration 70Q: 34 clusters Score -4.82367e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 10152 members 
Mstep: Class 4 contains 4403 members 
Mstep: Class 5 contains 7850 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 7 contains 46837 members 
Mstep: Class 8 contains 15350 members 
Mstep: Class 9 contains 3976 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 3576 members 
Mstep: Class 13 contains 2501 members 
Mstep: Class 14 contains 13918 members 
Mstep: Class 15 contains 2291 members 
Mstep: Class 16 contains 8896 members 
Mstep: Class 17 contains 60790 members 
Mstep: Class 18 contains 1961 members 
Mstep: Class 19 contains 7846 members 
Mstep: Class 20 contains 34507 members 
Mstep: Class 21 contains 31847 members 
Mstep: Class 22 contains 7848 members 
Mstep: Class 23 contains 2958 members 
Mstep: Class 24 contains 6006 members 
Mstep: Class 25 contains 1381 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 10529 members 
Mstep: Class 28 contains 1908 members 
Mstep: Class 29 contains 6544 members 
Mstep: Class 30 contains 3439 members 
Mstep: Class 31 contains 1604 members 
Mstep: Class 32 contains 69757 members 
Mstep: Class 33 contains 14790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236796.000000 Penalty: 69198.960938
Iteration 71Q: 34 clusters Score -4.82368e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 10144 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 7862 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 7 contains 46825 members 
Mstep: Class 8 contains 15348 members 
Mstep: Class 9 contains 3972 members 
Mstep: Class 10 contains 3019 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 2499 members 
Mstep: Class 14 contains 13891 members 
Mstep: Class 15 contains 2292 members 
Mstep: Class 16 contains 8957 members 
Mstep: Class 17 contains 60767 members 
Mstep: Class 18 contains 1961 members 
Mstep: Class 19 contains 7859 members 
Mstep: Class 20 contains 34482 members 
Mstep: Class 21 contains 31828 members 
Mstep: Class 22 contains 7858 members 
Mstep: Class 23 contains 2957 members 
Mstep: Class 24 contains 6011 members 
Mstep: Class 25 contains 1382 members 
Mstep: Class 26 contains 1292 members 
Mstep: Class 27 contains 10538 members 
Mstep: Class 28 contains 1908 members 
Mstep: Class 29 contains 6544 members 
Mstep: Class 30 contains 3433 members 
Mstep: Class 31 contains 1603 members 
Mstep: Class 32 contains 69770 members 
Mstep: Class 33 contains 14785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236772.000000 Penalty: 69198.960938
Iteration 72Q: 34 clusters Score -4.823677e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 10138 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 7880 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 7 contains 46815 members 
Mstep: Class 8 contains 15352 members 
Mstep: Class 9 contains 3970 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 2495 members 
Mstep: Class 14 contains 13869 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 9001 members 
Mstep: Class 17 contains 60749 members 
Mstep: Class 18 contains 1963 members 
Mstep: Class 19 contains 7863 members 
Mstep: Class 20 contains 34466 members 
Mstep: Class 21 contains 31815 members 
Mstep: Class 22 contains 7872 members 
Mstep: Class 23 contains 2959 members 
Mstep: Class 24 contains 6014 members 
Mstep: Class 25 contains 1382 members 
Mstep: Class 26 contains 1292 members 
Mstep: Class 27 contains 10550 members 
Mstep: Class 28 contains 1908 members 
Mstep: Class 29 contains 6545 members 
Mstep: Class 30 contains 3426 members 
Mstep: Class 31 contains 1604 members 
Mstep: Class 32 contains 69773 members 
Mstep: Class 33 contains 14779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236820.000000 Penalty: 69198.960938
Iteration 73Q: 34 clusters Score -4.823682e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 10131 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 6 contains 2206 members 
Mstep: Class 7 contains 46805 members 
Mstep: Class 8 contains 15357 members 
Mstep: Class 9 contains 3968 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 5001 members 
Mstep: Class 12 contains 3575 members 
Mstep: Class 13 contains 2488 members 
Mstep: Class 14 contains 13841 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 9048 members 
Mstep: Class 17 contains 60726 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 7869 members 
Mstep: Class 20 contains 34453 members 
Mstep: Class 21 contains 31805 members 
Mstep: Class 22 contains 7885 members 
Mstep: Class 23 contains 2961 members 
Mstep: Class 24 contains 6021 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 1292 members 
Mstep: Class 27 contains 10565 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 6547 members 
Mstep: Class 30 contains 3424 members 
Mstep: Class 31 contains 1604 members 
Mstep: Class 32 contains 69776 members 
Mstep: Class 33 contains 14768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236968.000000 Penalty: 69198.960938
Iteration 74Q: 34 clusters Score -4.823697e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 10126 members 
Mstep: Class 4 contains 4413 members 
Mstep: Class 5 contains 7920 members 
Mstep: Class 6 contains 2206 members 
Mstep: Class 7 contains 46795 members 
Mstep: Class 8 contains 15366 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 2479 members 
Mstep: Class 14 contains 13810 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 9087 members 
Mstep: Class 17 contains 60709 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 34445 members 
Mstep: Class 21 contains 31791 members 
Mstep: Class 22 contains 7899 members 
Mstep: Class 23 contains 2961 members 
Mstep: Class 24 contains 6026 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 10587 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 6543 members 
Mstep: Class 30 contains 3419 members 
Mstep: Class 31 contains 1604 members 
Mstep: Class 32 contains 69779 members 
Mstep: Class 33 contains 14757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236916.000000 Penalty: 69198.960938
Iteration 75Q: 34 clusters Score -4.823692e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 10123 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 7932 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 7 contains 46786 members 
Mstep: Class 8 contains 15371 members 
Mstep: Class 9 contains 3966 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 3573 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 13781 members 
Mstep: Class 15 contains 2293 members 
Mstep: Class 16 contains 9125 members 
Mstep: Class 17 contains 60704 members 
Mstep: Class 18 contains 1956 members 
Mstep: Class 19 contains 7879 members 
Mstep: Class 20 contains 34435 members 
Mstep: Class 21 contains 31772 members 
Mstep: Class 22 contains 7917 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 6030 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 1294 members 
Mstep: Class 27 contains 10607 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 6539 members 
Mstep: Class 30 contains 3412 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 69773 members 
Mstep: Class 33 contains 14752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236964.000000 Penalty: 69198.960938
Iteration 76Q: 34 clusters Score -4.823696e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 10123 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 7942 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 46768 members 
Mstep: Class 8 contains 15375 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 5005 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 2468 members 
Mstep: Class 14 contains 13758 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 9148 members 
Mstep: Class 17 contains 60698 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 7889 members 
Mstep: Class 20 contains 34430 members 
Mstep: Class 21 contains 31757 members 
Mstep: Class 22 contains 7931 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 6034 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 1294 members 
Mstep: Class 27 contains 10628 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 6539 members 
Mstep: Class 30 contains 3404 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 69771 members 
Mstep: Class 33 contains 14749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236944.000000 Penalty: 69198.960938
Iteration 77Q: 34 clusters Score -4.823694e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 10114 members 
Mstep: Class 4 contains 4417 members 
Mstep: Class 5 contains 7946 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 46752 members 
Mstep: Class 8 contains 15379 members 
Mstep: Class 9 contains 3965 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 2464 members 
Mstep: Class 14 contains 13742 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 9190 members 
Mstep: Class 17 contains 60684 members 
Mstep: Class 18 contains 1957 members 
Mstep: Class 19 contains 7896 members 
Mstep: Class 20 contains 34422 members 
Mstep: Class 21 contains 31749 members 
Mstep: Class 22 contains 7940 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 6037 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 10642 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 6534 members 
Mstep: Class 30 contains 3400 members 
Mstep: Class 31 contains 1605 members 
Mstep: Class 32 contains 69786 members 
Mstep: Class 33 contains 14746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48236980.000000 Penalty: 69198.960938
Iteration 78Q: 34 clusters Score -4.823698e+07 nChanged 153
Entering ConstructFrom: 
Score: -48236980.000000 Penalty: 69198.960938
Entering ConstructFrom: 
Trying to split cluster 1 (2104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Entering Unmasked Estep 
Score: -240012.250000 Penalty: 1243.384277
	Iteration 0F: 2 clusters Score -240012.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -237851.625000 Penalty: 2486.768555
	Iteration 0F: 3 clusters Score -237851.6 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -238432.765625 Penalty: 2486.768555
	Iteration 1F: 3 clusters Score -238432.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -238642.953125 Penalty: 2486.768555
	Iteration 2F: 3 clusters Score -238643 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -238802.062500 Penalty: 2486.768555
	Iteration 3F: 3 clusters Score -238802.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -238935.750000 Penalty: 2486.768555
	Iteration 4F: 3 clusters Score -238935.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -239061.578125 Penalty: 2486.768555
	Iteration 5Q: 3 clusters Score -239061.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -239168.015625 Penalty: 2486.768555
	Iteration 6Q: 3 clusters Score -239168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -239294.750000 Penalty: 2486.768555
	Iteration 7Q: 3 clusters Score -239294.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -239367.703125 Penalty: 2486.768555
	Iteration 8Q: 3 clusters Score -239367.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -239403.984375 Penalty: 2486.768555
	Iteration 9Q: 3 clusters Score -239404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -239420.921875 Penalty: 2486.768555
	Iteration 10Q: 3 clusters Score -239420.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -239429.531250 Penalty: 2486.768555
	Iteration 11Q: 3 clusters Score -239429.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -239433.031250 Penalty: 2486.768555
	Iteration 12Q: 3 clusters Score -239433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -239439.843750 Penalty: 2486.768555
	Iteration 13Q: 3 clusters Score -239439.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -239445.265625 Penalty: 2486.768555
	Iteration 14Q: 3 clusters Score -239445.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -239449.953125 Penalty: 2486.768555
	Iteration 15Q: 3 clusters Score -239450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -239455.375000 Penalty: 2486.768555
	Iteration 16Q: 3 clusters Score -239455.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -239465.234375 Penalty: 2486.768555
	Iteration 17Q: 3 clusters Score -239465.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -239471.734375 Penalty: 2486.768555
	Iteration 18Q: 3 clusters Score -239471.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -239474.953125 Penalty: 2486.768555
	Iteration 19Q: 3 clusters Score -239475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -239477.546875 Penalty: 2486.768555
	Iteration 20F: 3 clusters Score -239477.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -239480.250000 Penalty: 2486.768555
	Iteration 21Q: 3 clusters Score -239480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -239480.359375 Penalty: 2486.768555
	Iteration 22Q: 3 clusters Score -239480.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -239480.359375 Penalty: 2486.768555
	Iteration 23F: 3 clusters Score -239480.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Entering Unmasked Estep 
Score: -619857.312500 Penalty: 1380.029785
	Iteration 0F: 2 clusters Score -619857.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -615963.812500 Penalty: 2760.059570
	Iteration 0F: 3 clusters Score -615963.8 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -617067.687500 Penalty: 2760.059570
	Iteration 1F: 3 clusters Score -617067.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -617321.562500 Penalty: 2760.059570
	Iteration 2F: 3 clusters Score -617321.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -617511.312500 Penalty: 2760.059570
	Iteration 3F: 3 clusters Score -617511.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -617657.437500 Penalty: 2760.059570
	Iteration 4F: 3 clusters Score -617657.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -617786.875000 Penalty: 2760.059570
	Iteration 5Q: 3 clusters Score -617786.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -617946.062500 Penalty: 2760.059570
	Iteration 6Q: 3 clusters Score -617946.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -618139.937500 Penalty: 2760.059570
	Iteration 7F: 3 clusters Score -618139.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -618373.625000 Penalty: 2760.059570
	Iteration 8F: 3 clusters Score -618373.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -618663.062500 Penalty: 2760.059570
	Iteration 9F: 3 clusters Score -618663.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -619109.562500 Penalty: 2760.059570
	Iteration 10F: 3 clusters Score -619109.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -620193.500000 Penalty: 2760.059570
	Iteration 11F: 3 clusters Score -620193.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -621211.187500 Penalty: 2760.059570
	Iteration 12F: 3 clusters Score -621211.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -621395.437500 Penalty: 2760.059570
	Iteration 13Q: 3 clusters Score -621395.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -621430.250000 Penalty: 2760.059570
	Iteration 14Q: 3 clusters Score -621430.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -621446.062500 Penalty: 2760.059570
	Iteration 15Q: 3 clusters Score -621446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -621448.562500 Penalty: 2760.059570
	Iteration 16Q: 3 clusters Score -621448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -621451.562500 Penalty: 2760.059570
	Iteration 17Q: 3 clusters Score -621451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -621453.187500 Penalty: 2760.059570
	Iteration 18Q: 3 clusters Score -621453.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -621452.312500 Penalty: 2760.059570
	Iteration 19Q: 3 clusters Score -621452.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -621452.187500 Penalty: 2760.059570
	Iteration 20F: 3 clusters Score -621452.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 10109 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 46746 members 
Mstep: Class 8 contains 15385 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 2456 members 
Mstep: Class 14 contains 13721 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 9214 members 
Mstep: Class 17 contains 60674 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 7900 members 
Mstep: Class 20 contains 34416 members 
Mstep: Class 21 contains 31743 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 6044 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 10654 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 69794 members 
Mstep: Class 33 contains 14741 members 
Mstep: Class 34 contains 3765 members 
Entering Unmasked Estep 
Score: -48237868.000000 Penalty: 71295.898438
Splitting cluster 2 changes total score from -48236980.000000 to -48237868.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 3 (10109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Entering Unmasked Estep 
Score: -1264421.375000 Penalty: 1498.442017
	Iteration 0F: 2 clusters Score -1264421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1257197.750000 Penalty: 2996.884033
	Iteration 0F: 3 clusters Score -1257198 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1259533.875000 Penalty: 2996.884033
	Iteration 1F: 3 clusters Score -1259534 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1259843.750000 Penalty: 2996.884033
	Iteration 2F: 3 clusters Score -1259844 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1260069.875000 Penalty: 2996.884033
	Iteration 3F: 3 clusters Score -1260070 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1260257.750000 Penalty: 2996.884033
	Iteration 4Q: 3 clusters Score -1260258 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1260435.750000 Penalty: 2996.884033
	Iteration 5Q: 3 clusters Score -1260436 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1260625.000000 Penalty: 2996.884033
	Iteration 6Q: 3 clusters Score -1260625 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1260860.750000 Penalty: 2996.884033
	Iteration 7Q: 3 clusters Score -1260861 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1261141.625000 Penalty: 2996.884033
	Iteration 8Q: 3 clusters Score -1261142 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1261497.250000 Penalty: 2996.884033
	Iteration 9Q: 3 clusters Score -1261497 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1261895.250000 Penalty: 2996.884033
	Iteration 10Q: 3 clusters Score -1261895 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1262238.875000 Penalty: 2996.884033
	Iteration 11Q: 3 clusters Score -1262239 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1262506.125000 Penalty: 2996.884033
	Iteration 12Q: 3 clusters Score -1262506 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1262671.500000 Penalty: 2996.884033
	Iteration 13Q: 3 clusters Score -1262672 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1262785.750000 Penalty: 2996.884033
	Iteration 14Q: 3 clusters Score -1262786 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1262843.125000 Penalty: 2996.884033
	Iteration 15Q: 3 clusters Score -1262843 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1262891.125000 Penalty: 2996.884033
	Iteration 16Q: 3 clusters Score -1262891 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1262918.125000 Penalty: 2996.884033
	Iteration 17Q: 3 clusters Score -1262918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1262940.125000 Penalty: 2996.884033
	Iteration 18Q: 3 clusters Score -1262940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1262950.500000 Penalty: 2996.884033
	Iteration 19Q: 3 clusters Score -1262950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1262964.375000 Penalty: 2996.884033
	Iteration 20F: 3 clusters Score -1262964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1262971.125000 Penalty: 2996.884033
	Iteration 21Q: 3 clusters Score -1262971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1262976.500000 Penalty: 2996.884033
	Iteration 22Q: 3 clusters Score -1262976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1262983.125000 Penalty: 2996.884033
	Iteration 23Q: 3 clusters Score -1262983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1262988.000000 Penalty: 2996.884033
	Iteration 24Q: 3 clusters Score -1262988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1262989.125000 Penalty: 2996.884033
	Iteration 25Q: 3 clusters Score -1262989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -1262991.500000 Penalty: 2996.884033
	Iteration 26Q: 3 clusters Score -1262992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1262993.375000 Penalty: 2996.884033
	Iteration 27Q: 3 clusters Score -1262993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1262994.375000 Penalty: 2996.884033
	Iteration 28Q: 3 clusters Score -1262994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1262995.375000 Penalty: 2996.884033
	Iteration 29Q: 3 clusters Score -1262995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1262995.500000 Penalty: 2996.884033
	Iteration 30Q: 3 clusters Score -1262996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1263001.125000 Penalty: 2996.884033
	Iteration 31Q: 3 clusters Score -1263001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1263012.250000 Penalty: 2996.884033
	Iteration 32Q: 3 clusters Score -1263012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1263016.375000 Penalty: 2996.884033
	Iteration 33Q: 3 clusters Score -1263016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1263022.250000 Penalty: 2996.884033
	Iteration 34Q: 3 clusters Score -1263022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1263027.750000 Penalty: 2996.884033
	Iteration 35Q: 3 clusters Score -1263028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1263030.875000 Penalty: 2996.884033
	Iteration 36Q: 3 clusters Score -1263031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1263043.125000 Penalty: 2996.884033
	Iteration 37Q: 3 clusters Score -1263043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1263047.750000 Penalty: 2996.884033
	Iteration 38Q: 3 clusters Score -1263048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1263052.125000 Penalty: 2996.884033
	Iteration 39Q: 3 clusters Score -1263052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1263056.000000 Penalty: 2996.884033
	Iteration 40F: 3 clusters Score -1263056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1263060.500000 Penalty: 2996.884033
	Iteration 41Q: 3 clusters Score -1263060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1263063.750000 Penalty: 2996.884033
	Iteration 42Q: 3 clusters Score -1263064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1263061.375000 Penalty: 2996.884033
	Iteration 43Q: 3 clusters Score -1263061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1263064.250000 Penalty: 2996.884033
	Iteration 44Q: 3 clusters Score -1263064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1263066.500000 Penalty: 2996.884033
	Iteration 45Q: 3 clusters Score -1263066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1263068.500000 Penalty: 2996.884033
	Iteration 46Q: 3 clusters Score -1263068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1263069.750000 Penalty: 2996.884033
	Iteration 47Q: 3 clusters Score -1263070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1263069.500000 Penalty: 2996.884033
	Iteration 48Q: 3 clusters Score -1263070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1263068.125000 Penalty: 2996.884033
	Iteration 49Q: 3 clusters Score -1263068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1263070.250000 Penalty: 2996.884033
	Iteration 50Q: 3 clusters Score -1263070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1263073.500000 Penalty: 2996.884033
	Iteration 51Q: 3 clusters Score -1263074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1263077.375000 Penalty: 2996.884033
	Iteration 52Q: 3 clusters Score -1263077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1263078.875000 Penalty: 2996.884033
	Iteration 53Q: 3 clusters Score -1263079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1263078.875000 Penalty: 2996.884033
	Iteration 54Q: 3 clusters Score -1263079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -1263077.875000 Penalty: 2996.884033
	Iteration 55Q: 3 clusters Score -1263078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1263077.500000 Penalty: 2996.884033
	Iteration 56Q: 3 clusters Score -1263078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1263079.250000 Penalty: 2996.884033
	Iteration 57Q: 3 clusters Score -1263079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1263081.250000 Penalty: 2996.884033
	Iteration 58Q: 3 clusters Score -1263081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1263084.000000 Penalty: 2996.884033
	Iteration 59Q: 3 clusters Score -1263084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1263087.125000 Penalty: 2996.884033
	Iteration 60F: 3 clusters Score -1263087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1263089.500000 Penalty: 2996.884033
	Iteration 61Q: 3 clusters Score -1263090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1263091.750000 Penalty: 2996.884033
	Iteration 62Q: 3 clusters Score -1263092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1263098.000000 Penalty: 2996.884033
	Iteration 63Q: 3 clusters Score -1263098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1263101.125000 Penalty: 2996.884033
	Iteration 64Q: 3 clusters Score -1263101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1263105.875000 Penalty: 2996.884033
	Iteration 65Q: 3 clusters Score -1263106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1263105.000000 Penalty: 2996.884033
	Iteration 66Q: 3 clusters Score -1263105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1263107.125000 Penalty: 2996.884033
	Iteration 67Q: 3 clusters Score -1263107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1263109.500000 Penalty: 2996.884033
	Iteration 68Q: 3 clusters Score -1263110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1263110.000000 Penalty: 2996.884033
	Iteration 69Q: 3 clusters Score -1263110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1263108.750000 Penalty: 2996.884033
	Iteration 70Q: 3 clusters Score -1263109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1263112.250000 Penalty: 2996.884033
	Iteration 71Q: 3 clusters Score -1263112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1263112.125000 Penalty: 2996.884033
	Iteration 72Q: 3 clusters Score -1263112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1263116.000000 Penalty: 2996.884033
	Iteration 73Q: 3 clusters Score -1263116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1263117.375000 Penalty: 2996.884033
	Iteration 74Q: 3 clusters Score -1263117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1263120.250000 Penalty: 2996.884033
	Iteration 75Q: 3 clusters Score -1263120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1263122.250000 Penalty: 2996.884033
	Iteration 76Q: 3 clusters Score -1263122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1263122.250000 Penalty: 2996.884033
	Iteration 77Q: 3 clusters Score -1263122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1263122.250000 Penalty: 2996.884033
	Iteration 78F: 3 clusters Score -1263122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -534710.687500 Penalty: 1363.971191
	Iteration 0F: 2 clusters Score -534710.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -531131.250000 Penalty: 2727.942383
	Iteration 0F: 3 clusters Score -531131.2 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -532207.562500 Penalty: 2727.942383
	Iteration 1F: 3 clusters Score -532207.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -532514.125000 Penalty: 2727.942383
	Iteration 2F: 3 clusters Score -532514.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -532721.812500 Penalty: 2727.942383
	Iteration 3F: 3 clusters Score -532721.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -532899.312500 Penalty: 2727.942383
	Iteration 4F: 3 clusters Score -532899.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -533062.687500 Penalty: 2727.942383
	Iteration 5Q: 3 clusters Score -533062.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -533209.875000 Penalty: 2727.942383
	Iteration 6Q: 3 clusters Score -533209.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -533338.750000 Penalty: 2727.942383
	Iteration 7Q: 3 clusters Score -533338.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -533456.812500 Penalty: 2727.942383
	Iteration 8Q: 3 clusters Score -533456.8 nChanged 132
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: -533586.625000 Penalty: 2727.942383
	Iteration 9Q: 3 clusters Score -533586.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -533725.000000 Penalty: 2727.942383
	Iteration 10Q: 3 clusters Score -533725 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -533850.937500 Penalty: 2727.942383
	Iteration 11Q: 3 clusters Score -533850.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -533927.562500 Penalty: 2727.942383
	Iteration 12Q: 3 clusters Score -533927.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -533975.437500 Penalty: 2727.942383
	Iteration 13Q: 3 clusters Score -533975.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -534001.125000 Penalty: 2727.942383
	Iteration 14Q: 3 clusters Score -534001.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -534023.625000 Penalty: 2727.942383
	Iteration 15Q: 3 clusters Score -534023.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -534042.500000 Penalty: 2727.942383
	Iteration 16Q: 3 clusters Score -534042.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -534056.875000 Penalty: 2727.942383
	Iteration 17Q: 3 clusters Score -534056.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -534068.187500 Penalty: 2727.942383
	Iteration 18Q: 3 clusters Score -534068.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -534079.125000 Penalty: 2727.942383
	Iteration 19Q: 3 clusters Score -534079.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -534088.812500 Penalty: 2727.942383
	Iteration 20F: 3 clusters Score -534088.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -534097.187500 Penalty: 2727.942383
	Iteration 21Q: 3 clusters Score -534097.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -534104.500000 Penalty: 2727.942383
	Iteration 22Q: 3 clusters Score -534104.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -534109.812500 Penalty: 2727.942383
	Iteration 23Q: 3 clusters Score -534109.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -534113.000000 Penalty: 2727.942383
	Iteration 24Q: 3 clusters Score -534113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -534118.937500 Penalty: 2727.942383
	Iteration 25Q: 3 clusters Score -534118.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -534121.062500 Penalty: 2727.942383
	Iteration 26Q: 3 clusters Score -534121.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -534123.375000 Penalty: 2727.942383
	Iteration 27Q: 3 clusters Score -534123.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -534127.750000 Penalty: 2727.942383
	Iteration 28Q: 3 clusters Score -534127.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -534130.875000 Penalty: 2727.942383
	Iteration 29Q: 3 clusters Score -534130.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -534133.937500 Penalty: 2727.942383
	Iteration 30Q: 3 clusters Score -534133.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -534133.562500 Penalty: 2727.942383
	Iteration 31Q: 3 clusters Score -534133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -534134.000000 Penalty: 2727.942383
	Iteration 32Q: 3 clusters Score -534134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -534134.500000 Penalty: 2727.942383
	Iteration 33Q: 3 clusters Score -534134.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -534134.500000 Penalty: 2727.942383
	Iteration 34F: 3 clusters Score -534134.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Entering Unmasked Estep 
Score: -974138.125000 Penalty: 1459.584473
	Iteration 0F: 2 clusters Score -974138.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -968316.375000 Penalty: 2919.168945
	Iteration 0F: 3 clusters Score -968316.4 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -970024.000000 Penalty: 2919.168945
	Iteration 1F: 3 clusters Score -970024 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -970228.750000 Penalty: 2919.168945
	Iteration 2F: 3 clusters Score -970228.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -970405.250000 Penalty: 2919.168945
	Iteration 3Q: 3 clusters Score -970405.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -970582.312500 Penalty: 2919.168945
	Iteration 4Q: 3 clusters Score -970582.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -970793.187500 Penalty: 2919.168945
	Iteration 5Q: 3 clusters Score -970793.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -971018.062500 Penalty: 2919.168945
	Iteration 6Q: 3 clusters Score -971018.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -971284.125000 Penalty: 2919.168945
	Iteration 7F: 3 clusters Score -971284.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -971582.000000 Penalty: 2919.168945
	Iteration 8F: 3 clusters Score -971582 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -971861.062500 Penalty: 2919.168945
	Iteration 9F: 3 clusters Score -971861.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -972129.125000 Penalty: 2919.168945
	Iteration 10Q: 3 clusters Score -972129.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -972414.375000 Penalty: 2919.168945
	Iteration 11Q: 3 clusters Score -972414.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -972675.437500 Penalty: 2919.168945
	Iteration 12Q: 3 clusters Score -972675.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -972875.500000 Penalty: 2919.168945
	Iteration 13Q: 3 clusters Score -972875.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -973002.125000 Penalty: 2919.168945
	Iteration 14Q: 3 clusters Score -973002.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -973082.562500 Penalty: 2919.168945
	Iteration 15Q: 3 clusters Score -973082.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -973137.562500 Penalty: 2919.168945
	Iteration 16Q: 3 clusters Score -973137.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -973176.812500 Penalty: 2919.168945
	Iteration 17Q: 3 clusters Score -973176.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -973213.250000 Penalty: 2919.168945
	Iteration 18Q: 3 clusters Score -973213.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -973241.187500 Penalty: 2919.168945
	Iteration 19Q: 3 clusters Score -973241.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -973257.187500 Penalty: 2919.168945
	Iteration 20F: 3 clusters Score -973257.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -973277.187500 Penalty: 2919.168945
	Iteration 21Q: 3 clusters Score -973277.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -973286.500000 Penalty: 2919.168945
	Iteration 22Q: 3 clusters Score -973286.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -973292.437500 Penalty: 2919.168945
	Iteration 23Q: 3 clusters Score -973292.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -973300.437500 Penalty: 2919.168945
	Iteration 24Q: 3 clusters Score -973300.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -973307.500000 Penalty: 2919.168945
	Iteration 25Q: 3 clusters Score -973307.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -973311.187500 Penalty: 2919.168945
	Iteration 26Q: 3 clusters Score -973311.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -973313.875000 Penalty: 2919.168945
	Iteration 27Q: 3 clusters Score -973313.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -973315.062500 Penalty: 2919.168945
	Iteration 28Q: 3 clusters Score -973315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -973315.062500 Penalty: 2919.168945
	Iteration 29Q: 3 clusters Score -973315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -973317.125000 Penalty: 2919.168945
	Iteration 30Q: 3 clusters Score -973317.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -973316.687500 Penalty: 2919.168945
	Iteration 31Q: 3 clusters Score -973316.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -973318.750000 Penalty: 2919.168945
	Iteration 32Q: 3 clusters Score -973318.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -973319.312500 Penalty: 2919.168945
	Iteration 33Q: 3 clusters Score -973319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -973319.187500 Penalty: 2919.168945
	Iteration 34Q: 3 clusters Score -973319.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -973318.875000 Penalty: 2919.168945
	Iteration 35Q: 3 clusters Score -973318.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -973320.375000 Penalty: 2919.168945
	Iteration 36Q: 3 clusters Score -973320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -973319.250000 Penalty: 2919.168945
	Iteration 37Q: 3 clusters Score -973319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -973319.562500 Penalty: 2919.168945
	Iteration 38Q: 3 clusters Score -973319.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -973320.812500 Penalty: 2919.168945
	Iteration 39Q: 3 clusters Score -973320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -973320.562500 Penalty: 2919.168945
	Iteration 40F: 3 clusters Score -973320.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -973321.062500 Penalty: 2919.168945
	Iteration 41Q: 3 clusters Score -973321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -973322.000000 Penalty: 2919.168945
	Iteration 42Q: 3 clusters Score -973322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -973322.000000 Penalty: 2919.168945
	Iteration 43F: 3 clusters Score -973322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -260554.578125 Penalty: 1251.297974
	Iteration 0F: 2 clusters Score -260554.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -258330.015625 Penalty: 2502.595947
	Iteration 0F: 3 clusters Score -258330 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -258924.437500 Penalty: 2502.595947
	Iteration 1F: 3 clusters Score -258924.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -259112.359375 Penalty: 2502.595947
	Iteration 2F: 3 clusters Score -259112.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -259257.750000 Penalty: 2502.595947
	Iteration 3F: 3 clusters Score -259257.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -259364.937500 Penalty: 2502.595947
	Iteration 4F: 3 clusters Score -259364.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -259480.312500 Penalty: 2502.595947
	Iteration 5Q: 3 clusters Score -259480.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -259595.312500 Penalty: 2502.595947
	Iteration 6Q: 3 clusters Score -259595.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -259702.390625 Penalty: 2502.595947
	Iteration 7Q: 3 clusters Score -259702.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -259788.953125 Penalty: 2502.595947
	Iteration 8Q: 3 clusters Score -259789 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -259846.359375 Penalty: 2502.595947
	Iteration 9Q: 3 clusters Score -259846.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -259872.359375 Penalty: 2502.595947
	Iteration 10Q: 3 clusters Score -259872.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -259897.437500 Penalty: 2502.595947
	Iteration 11Q: 3 clusters Score -259897.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -259915.656250 Penalty: 2502.595947
	Iteration 12Q: 3 clusters Score -259915.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -259929.078125 Penalty: 2502.595947
	Iteration 13Q: 3 clusters Score -259929.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -259940.890625 Penalty: 2502.595947
	Iteration 14Q: 3 clusters Score -259940.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -259950.625000 Penalty: 2502.595947
	Iteration 15Q: 3 clusters Score -259950.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -259962.093750 Penalty: 2502.595947
	Iteration 16Q: 3 clusters Score -259962.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -259970.609375 Penalty: 2502.595947
	Iteration 17Q: 3 clusters Score -259970.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -259977.500000 Penalty: 2502.595947
	Iteration 18Q: 3 clusters Score -259977.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -259988.843750 Penalty: 2502.595947
	Iteration 19Q: 3 clusters Score -259988.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -259995.390625 Penalty: 2502.595947
	Iteration 20F: 3 clusters Score -259995.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -260002.468750 Penalty: 2502.595947
	Iteration 21Q: 3 clusters Score -260002.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -260006.000000 Penalty: 2502.595947
	Iteration 22Q: 3 clusters Score -260006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -260010.687500 Penalty: 2502.595947
	Iteration 23Q: 3 clusters Score -260010.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -260013.671875 Penalty: 2502.595947
	Iteration 24Q: 3 clusters Score -260013.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -260017.812500 Penalty: 2502.595947
	Iteration 25Q: 3 clusters Score -260017.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -260018.562500 Penalty: 2502.595947
	Iteration 26Q: 3 clusters Score -260018.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -260020.156250 Penalty: 2502.595947
	Iteration 27Q: 3 clusters Score -260020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -260020.625000 Penalty: 2502.595947
	Iteration 28Q: 3 clusters Score -260020.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -260021.015625 Penalty: 2502.595947
	Iteration 29Q: 3 clusters Score -260021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -260021.015625 Penalty: 2502.595947
	Iteration 30F: 3 clusters Score -260021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Entering Unmasked Estep 
Score: -5750393.500000 Penalty: 1747.278687
	Iteration 0F: 2 clusters Score -5750394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -5719235.500000 Penalty: 3494.557373
	Iteration 0F: 3 clusters Score -5719236 nChanged 21866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -5731525.000000 Penalty: 3494.557373
	Iteration 1F: 3 clusters Score -5731525 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -5732322.500000 Penalty: 3494.557373
	Iteration 2Q: 3 clusters Score -5732322 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -5733604.500000 Penalty: 3494.557373
	Iteration 3F: 3 clusters Score -5733604 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -5735929.500000 Penalty: 3494.557373
	Iteration 4F: 3 clusters Score -5735930 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -5739476.000000 Penalty: 3494.557373
	Iteration 5F: 3 clusters Score -5739476 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -5743568.500000 Penalty: 3494.557373
	Iteration 6F: 3 clusters Score -5743568 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5746601.500000 Penalty: 3494.557373
	Iteration 7F: 3 clusters Score -5746602 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5748064.000000 Penalty: 3494.557373
	Iteration 8Q: 3 clusters Score -5748064 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5748550.000000 Penalty: 3494.557373
	Iteration 9Q: 3 clusters Score -5748550 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5748704.500000 Penalty: 3494.557373
	Iteration 10Q: 3 clusters Score -5748704 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5748784.500000 Penalty: 3494.557373
	Iteration 11Q: 3 clusters Score -5748784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46526 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5748815.000000 Penalty: 3494.557373
	Iteration 12Q: 3 clusters Score -5748815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5748826.500000 Penalty: 3494.557373
	Iteration 13Q: 3 clusters Score -5748826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5748844.000000 Penalty: 3494.557373
	Iteration 14Q: 3 clusters Score -5748844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -5748849.000000 Penalty: 3494.557373
	Iteration 15Q: 3 clusters Score -5748849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5748846.500000 Penalty: 3494.557373
	Iteration 16Q: 3 clusters Score -5748846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5748855.500000 Penalty: 3494.557373
	Iteration 17Q: 3 clusters Score -5748856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5748868.000000 Penalty: 3494.557373
	Iteration 18Q: 3 clusters Score -5748868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5748867.000000 Penalty: 3494.557373
	Iteration 19Q: 3 clusters Score -5748867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -5748870.500000 Penalty: 3494.557373
	Iteration 20F: 3 clusters Score -5748870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (15385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Entering Unmasked Estep 
Score: -1907763.000000 Penalty: 1566.686646
	Iteration 0F: 2 clusters Score -1907763 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1897245.000000 Penalty: 3133.373291
	Iteration 0F: 3 clusters Score -1897245 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1901343.375000 Penalty: 3133.373291
	Iteration 1F: 3 clusters Score -1901343 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1901994.125000 Penalty: 3133.373291
	Iteration 2F: 3 clusters Score -1901994 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1902632.625000 Penalty: 3133.373291
	Iteration 3F: 3 clusters Score -1902633 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1903242.750000 Penalty: 3133.373291
	Iteration 4F: 3 clusters Score -1903243 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1903847.500000 Penalty: 3133.373291
	Iteration 5F: 3 clusters Score -1903848 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1904475.500000 Penalty: 3133.373291
	Iteration 6F: 3 clusters Score -1904476 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1905243.000000 Penalty: 3133.373291
	Iteration 7F: 3 clusters Score -1905243 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1906223.375000 Penalty: 3133.373291
	Iteration 8F: 3 clusters Score -1906223 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1907260.875000 Penalty: 3133.373291
	Iteration 9F: 3 clusters Score -1907261 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1907949.750000 Penalty: 3133.373291
	Iteration 10Q: 3 clusters Score -1907950 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1908440.000000 Penalty: 3133.373291
	Iteration 11Q: 3 clusters Score -1908440 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1908887.750000 Penalty: 3133.373291
	Iteration 12Q: 3 clusters Score -1908888 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1909280.125000 Penalty: 3133.373291
	Iteration 13Q: 3 clusters Score -1909280 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1909504.875000 Penalty: 3133.373291
	Iteration 14Q: 3 clusters Score -1909505 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1909601.375000 Penalty: 3133.373291
	Iteration 15Q: 3 clusters Score -1909601 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1909649.750000 Penalty: 3133.373291
	Iteration 16Q: 3 clusters Score -1909650 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1909659.000000 Penalty: 3133.373291
	Iteration 17Q: 3 clusters Score -1909659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -1909664.625000 Penalty: 3133.373291
	Iteration 18Q: 3 clusters Score -1909665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1909663.625000 Penalty: 3133.373291
	Iteration 19Q: 3 clusters Score -1909664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1909665.875000 Penalty: 3133.373291
	Iteration 20F: 3 clusters Score -1909666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -1909665.500000 Penalty: 3133.373291
	Iteration 21Q: 3 clusters Score -1909666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1909660.250000 Penalty: 3133.373291
	Iteration 22Q: 3 clusters Score -1909660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -1909663.000000 Penalty: 3133.373291
	Iteration 23Q: 3 clusters Score -1909663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1909662.000000 Penalty: 3133.373291
	Iteration 24Q: 3 clusters Score -1909662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1909663.750000 Penalty: 3133.373291
	Iteration 25Q: 3 clusters Score -1909664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1909663.750000 Penalty: 3133.373291
	Iteration 26F: 3 clusters Score -1909664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 10109 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 46746 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 2456 members 
Mstep: Class 14 contains 13721 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 9214 members 
Mstep: Class 17 contains 60674 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 7900 members 
Mstep: Class 20 contains 34416 members 
Mstep: Class 21 contains 31743 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 6044 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 10654 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 69794 members 
Mstep: Class 33 contains 14741 members 
Mstep: Class 34 contains 3765 members 
Mstep: Class 35 contains 11535 members 
Entering Unmasked Estep 
Score: -48239140.000000 Penalty: 73392.835938
Splitting cluster 8 changes total score from -48236980.000000 to -48239140.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 9 (3963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Entering Unmasked Estep 
Score: -486370.718750 Penalty: 1346.272949
	Iteration 0F: 2 clusters Score -486370.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -483049.906250 Penalty: 2692.545898
	Iteration 0F: 3 clusters Score -483049.9 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -483920.031250 Penalty: 2692.545898
	Iteration 1F: 3 clusters Score -483920 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -484117.843750 Penalty: 2692.545898
	Iteration 2F: 3 clusters Score -484117.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -484239.500000 Penalty: 2692.545898
	Iteration 3F: 3 clusters Score -484239.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -484320.187500 Penalty: 2692.545898
	Iteration 4Q: 3 clusters Score -484320.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -484385.250000 Penalty: 2692.545898
	Iteration 5Q: 3 clusters Score -484385.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -484448.218750 Penalty: 2692.545898
	Iteration 6Q: 3 clusters Score -484448.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -484519.281250 Penalty: 2692.545898
	Iteration 7Q: 3 clusters Score -484519.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -484569.343750 Penalty: 2692.545898
	Iteration 8Q: 3 clusters Score -484569.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -484608.812500 Penalty: 2692.545898
	Iteration 9Q: 3 clusters Score -484608.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -484643.781250 Penalty: 2692.545898
	Iteration 10Q: 3 clusters Score -484643.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -484682.093750 Penalty: 2692.545898
	Iteration 11Q: 3 clusters Score -484682.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -484716.125000 Penalty: 2692.545898
	Iteration 12Q: 3 clusters Score -484716.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -484741.562500 Penalty: 2692.545898
	Iteration 13Q: 3 clusters Score -484741.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -484766.156250 Penalty: 2692.545898
	Iteration 14Q: 3 clusters Score -484766.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -484791.468750 Penalty: 2692.545898
	Iteration 15Q: 3 clusters Score -484791.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -484825.937500 Penalty: 2692.545898
	Iteration 16Q: 3 clusters Score -484825.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -484868.500000 Penalty: 2692.545898
	Iteration 17Q: 3 clusters Score -484868.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -484900.000000 Penalty: 2692.545898
	Iteration 18Q: 3 clusters Score -484900 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -484930.250000 Penalty: 2692.545898
	Iteration 19Q: 3 clusters Score -484930.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -484960.031250 Penalty: 2692.545898
	Iteration 20F: 3 clusters Score -484960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -484989.312500 Penalty: 2692.545898
	Iteration 21Q: 3 clusters Score -484989.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -485020.000000 Penalty: 2692.545898
	Iteration 22Q: 3 clusters Score -485020 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -485046.531250 Penalty: 2692.545898
	Iteration 23Q: 3 clusters Score -485046.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -485072.031250 Penalty: 2692.545898
	Iteration 24Q: 3 clusters Score -485072 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -485089.156250 Penalty: 2692.545898
	Iteration 25Q: 3 clusters Score -485089.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -485113.187500 Penalty: 2692.545898
	Iteration 26Q: 3 clusters Score -485113.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -485133.218750 Penalty: 2692.545898
	Iteration 27Q: 3 clusters Score -485133.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -485145.781250 Penalty: 2692.545898
	Iteration 28Q: 3 clusters Score -485145.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -485156.625000 Penalty: 2692.545898
	Iteration 29Q: 3 clusters Score -485156.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -485169.250000 Penalty: 2692.545898
	Iteration 30Q: 3 clusters Score -485169.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -485178.375000 Penalty: 2692.545898
	Iteration 31Q: 3 clusters Score -485178.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -485183.625000 Penalty: 2692.545898
	Iteration 32Q: 3 clusters Score -485183.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -485190.031250 Penalty: 2692.545898
	Iteration 33Q: 3 clusters Score -485190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -485192.687500 Penalty: 2692.545898
	Iteration 34Q: 3 clusters Score -485192.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -485197.562500 Penalty: 2692.545898
	Iteration 35Q: 3 clusters Score -485197.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -485203.718750 Penalty: 2692.545898
	Iteration 36Q: 3 clusters Score -485203.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -485206.062500 Penalty: 2692.545898
	Iteration 37Q: 3 clusters Score -485206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -485208.843750 Penalty: 2692.545898
	Iteration 38Q: 3 clusters Score -485208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -485208.843750 Penalty: 2692.545898
	Iteration 39Q: 3 clusters Score -485208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -485210.437500 Penalty: 2692.545898
	Iteration 40F: 3 clusters Score -485210.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -485210.500000 Penalty: 2692.545898
	Iteration 41Q: 3 clusters Score -485210.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -485210.718750 Penalty: 2692.545898
	Iteration 42Q: 3 clusters Score -485210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -485211.906250 Penalty: 2692.545898
	Iteration 43Q: 3 clusters Score -485211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -485212.812500 Penalty: 2692.545898
	Iteration 44Q: 3 clusters Score -485212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -485213.750000 Penalty: 2692.545898
	Iteration 45Q: 3 clusters Score -485213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -485214.375000 Penalty: 2692.545898
	Iteration 46Q: 3 clusters Score -485214.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -485214.375000 Penalty: 2692.545898
	Iteration 47F: 3 clusters Score -485214.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Entering Unmasked Estep 
Score: -372500.812500 Penalty: 1301.953003
	Iteration 0F: 2 clusters Score -372500.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -369739.937500 Penalty: 2603.906006
	Iteration 0F: 3 clusters Score -369739.9 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -370394.500000 Penalty: 2603.906006
	Iteration 1F: 3 clusters Score -370394.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -370532.343750 Penalty: 2603.906006
	Iteration 2F: 3 clusters Score -370532.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -370626.156250 Penalty: 2603.906006
	Iteration 3F: 3 clusters Score -370626.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -370703.781250 Penalty: 2603.906006
	Iteration 4Q: 3 clusters Score -370703.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -370760.562500 Penalty: 2603.906006
	Iteration 5Q: 3 clusters Score -370760.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -370813.156250 Penalty: 2603.906006
	Iteration 6Q: 3 clusters Score -370813.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -370871.031250 Penalty: 2603.906006
	Iteration 7Q: 3 clusters Score -370871 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -370931.093750 Penalty: 2603.906006
	Iteration 8Q: 3 clusters Score -370931.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -370990.937500 Penalty: 2603.906006
	Iteration 9Q: 3 clusters Score -370990.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -371053.156250 Penalty: 2603.906006
	Iteration 10Q: 3 clusters Score -371053.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -371106.031250 Penalty: 2603.906006
	Iteration 11Q: 3 clusters Score -371106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -371157.500000 Penalty: 2603.906006
	Iteration 12Q: 3 clusters Score -371157.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -371216.187500 Penalty: 2603.906006
	Iteration 13Q: 3 clusters Score -371216.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -371277.531250 Penalty: 2603.906006
	Iteration 14Q: 3 clusters Score -371277.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -371324.031250 Penalty: 2603.906006
	Iteration 15Q: 3 clusters Score -371324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -371368.156250 Penalty: 2603.906006
	Iteration 16Q: 3 clusters Score -371368.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -371416.000000 Penalty: 2603.906006
	Iteration 17Q: 3 clusters Score -371416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -371472.593750 Penalty: 2603.906006
	Iteration 18Q: 3 clusters Score -371472.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -371511.062500 Penalty: 2603.906006
	Iteration 19Q: 3 clusters Score -371511.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -371531.156250 Penalty: 2603.906006
	Iteration 20F: 3 clusters Score -371531.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -371545.125000 Penalty: 2603.906006
	Iteration 21Q: 3 clusters Score -371545.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -371553.937500 Penalty: 2603.906006
	Iteration 22Q: 3 clusters Score -371553.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -371561.531250 Penalty: 2603.906006
	Iteration 23Q: 3 clusters Score -371561.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -371564.000000 Penalty: 2603.906006
	Iteration 24Q: 3 clusters Score -371564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -371568.625000 Penalty: 2603.906006
	Iteration 25Q: 3 clusters Score -371568.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -371572.125000 Penalty: 2603.906006
	Iteration 26Q: 3 clusters Score -371572.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -371573.593750 Penalty: 2603.906006
	Iteration 27Q: 3 clusters Score -371573.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -371573.593750 Penalty: 2603.906006
	Iteration 28F: 3 clusters Score -371573.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Entering Unmasked Estep 
Score: -604351.250000 Penalty: 1384.238770
	Iteration 0F: 2 clusters Score -604351.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -600385.562500 Penalty: 2768.477539
	Iteration 0F: 3 clusters Score -600385.6 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -601614.500000 Penalty: 2768.477539
	Iteration 1F: 3 clusters Score -601614.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -602023.750000 Penalty: 2768.477539
	Iteration 2F: 3 clusters Score -602023.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -602349.125000 Penalty: 2768.477539
	Iteration 3F: 3 clusters Score -602349.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -602627.375000 Penalty: 2768.477539
	Iteration 4F: 3 clusters Score -602627.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -602880.125000 Penalty: 2768.477539
	Iteration 5F: 3 clusters Score -602880.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -603121.687500 Penalty: 2768.477539
	Iteration 6F: 3 clusters Score -603121.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -603329.875000 Penalty: 2768.477539
	Iteration 7Q: 3 clusters Score -603329.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -603501.375000 Penalty: 2768.477539
	Iteration 8Q: 3 clusters Score -603501.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -603624.312500 Penalty: 2768.477539
	Iteration 9Q: 3 clusters Score -603624.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -603728.875000 Penalty: 2768.477539
	Iteration 10Q: 3 clusters Score -603728.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -603822.000000 Penalty: 2768.477539
	Iteration 11Q: 3 clusters Score -603822 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -603907.375000 Penalty: 2768.477539
	Iteration 12Q: 3 clusters Score -603907.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -603968.437500 Penalty: 2768.477539
	Iteration 13Q: 3 clusters Score -603968.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -604039.312500 Penalty: 2768.477539
	Iteration 14Q: 3 clusters Score -604039.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -604151.312500 Penalty: 2768.477539
	Iteration 15Q: 3 clusters Score -604151.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -604294.562500 Penalty: 2768.477539
	Iteration 16Q: 3 clusters Score -604294.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -604420.500000 Penalty: 2768.477539
	Iteration 17Q: 3 clusters Score -604420.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -604530.250000 Penalty: 2768.477539
	Iteration 18Q: 3 clusters Score -604530.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -604616.375000 Penalty: 2768.477539
	Iteration 19Q: 3 clusters Score -604616.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -604670.750000 Penalty: 2768.477539
	Iteration 20F: 3 clusters Score -604670.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -604712.375000 Penalty: 2768.477539
	Iteration 21Q: 3 clusters Score -604712.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -604738.187500 Penalty: 2768.477539
	Iteration 22Q: 3 clusters Score -604738.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -604761.250000 Penalty: 2768.477539
	Iteration 23Q: 3 clusters Score -604761.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -604782.062500 Penalty: 2768.477539
	Iteration 24Q: 3 clusters Score -604782.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -604794.750000 Penalty: 2768.477539
	Iteration 25Q: 3 clusters Score -604794.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -604800.812500 Penalty: 2768.477539
	Iteration 26Q: 3 clusters Score -604800.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -604807.125000 Penalty: 2768.477539
	Iteration 27Q: 3 clusters Score -604807.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -604814.500000 Penalty: 2768.477539
	Iteration 28Q: 3 clusters Score -604814.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -604820.312500 Penalty: 2768.477539
	Iteration 29Q: 3 clusters Score -604820.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -604823.875000 Penalty: 2768.477539
	Iteration 30Q: 3 clusters Score -604823.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -604826.125000 Penalty: 2768.477539
	Iteration 31Q: 3 clusters Score -604826.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -604829.687500 Penalty: 2768.477539
	Iteration 32Q: 3 clusters Score -604829.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -604831.312500 Penalty: 2768.477539
	Iteration 33Q: 3 clusters Score -604831.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -604832.312500 Penalty: 2768.477539
	Iteration 34Q: 3 clusters Score -604832.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -604834.625000 Penalty: 2768.477539
	Iteration 35Q: 3 clusters Score -604834.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -604838.312500 Penalty: 2768.477539
	Iteration 36Q: 3 clusters Score -604838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -604838.625000 Penalty: 2768.477539
	Iteration 37Q: 3 clusters Score -604838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -604838.625000 Penalty: 2768.477539
	Iteration 38F: 3 clusters Score -604838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 10109 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 46746 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 2456 members 
Mstep: Class 14 contains 13721 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 9214 members 
Mstep: Class 17 contains 60674 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 7900 members 
Mstep: Class 20 contains 34416 members 
Mstep: Class 21 contains 31743 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 6044 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 10654 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 69794 members 
Mstep: Class 33 contains 14741 members 
Mstep: Class 34 contains 3765 members 
Mstep: Class 35 contains 11535 members 
Mstep: Class 36 contains 1906 members 
Entering Unmasked Estep 
Score: -48238968.000000 Penalty: 75489.773438
Splitting cluster 11 changes total score from -48236980.000000 to -48238968.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 12 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -414963.750000 Penalty: 1328.937622
	Iteration 0F: 2 clusters Score -414963.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -411893.156250 Penalty: 2657.875244
	Iteration 0F: 3 clusters Score -411893.2 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -412727.281250 Penalty: 2657.875244
	Iteration 1F: 3 clusters Score -412727.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -412877.718750 Penalty: 2657.875244
	Iteration 2F: 3 clusters Score -412877.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -412984.625000 Penalty: 2657.875244
	Iteration 3Q: 3 clusters Score -412984.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -413064.562500 Penalty: 2657.875244
	Iteration 4Q: 3 clusters Score -413064.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -413110.281250 Penalty: 2657.875244
	Iteration 5Q: 3 clusters Score -413110.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -413150.562500 Penalty: 2657.875244
	Iteration 6Q: 3 clusters Score -413150.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -413182.562500 Penalty: 2657.875244
	Iteration 7Q: 3 clusters Score -413182.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -413207.500000 Penalty: 2657.875244
	Iteration 8Q: 3 clusters Score -413207.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -413235.906250 Penalty: 2657.875244
	Iteration 9Q: 3 clusters Score -413235.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -413260.437500 Penalty: 2657.875244
	Iteration 10Q: 3 clusters Score -413260.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -413282.625000 Penalty: 2657.875244
	Iteration 11Q: 3 clusters Score -413282.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -413299.468750 Penalty: 2657.875244
	Iteration 12Q: 3 clusters Score -413299.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -413315.718750 Penalty: 2657.875244
	Iteration 13Q: 3 clusters Score -413315.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -413334.031250 Penalty: 2657.875244
	Iteration 14Q: 3 clusters Score -413334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -413356.500000 Penalty: 2657.875244
	Iteration 15Q: 3 clusters Score -413356.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -413376.718750 Penalty: 2657.875244
	Iteration 16Q: 3 clusters Score -413376.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -413391.625000 Penalty: 2657.875244
	Iteration 17Q: 3 clusters Score -413391.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -413402.750000 Penalty: 2657.875244
	Iteration 18Q: 3 clusters Score -413402.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -413411.031250 Penalty: 2657.875244
	Iteration 19Q: 3 clusters Score -413411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -413421.156250 Penalty: 2657.875244
	Iteration 20F: 3 clusters Score -413421.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -413430.625000 Penalty: 2657.875244
	Iteration 21Q: 3 clusters Score -413430.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -413436.093750 Penalty: 2657.875244
	Iteration 22Q: 3 clusters Score -413436.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -413442.937500 Penalty: 2657.875244
	Iteration 23Q: 3 clusters Score -413442.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -413451.937500 Penalty: 2657.875244
	Iteration 24Q: 3 clusters Score -413451.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -413461.593750 Penalty: 2657.875244
	Iteration 25Q: 3 clusters Score -413461.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -413468.812500 Penalty: 2657.875244
	Iteration 26Q: 3 clusters Score -413468.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -413479.750000 Penalty: 2657.875244
	Iteration 27Q: 3 clusters Score -413479.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -413490.468750 Penalty: 2657.875244
	Iteration 28Q: 3 clusters Score -413490.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -413499.218750 Penalty: 2657.875244
	Iteration 29Q: 3 clusters Score -413499.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -413504.281250 Penalty: 2657.875244
	Iteration 30Q: 3 clusters Score -413504.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -413511.812500 Penalty: 2657.875244
	Iteration 31Q: 3 clusters Score -413511.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -413520.718750 Penalty: 2657.875244
	Iteration 32Q: 3 clusters Score -413520.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -413527.625000 Penalty: 2657.875244
	Iteration 33Q: 3 clusters Score -413527.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -413532.093750 Penalty: 2657.875244
	Iteration 34Q: 3 clusters Score -413532.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -413534.156250 Penalty: 2657.875244
	Iteration 35Q: 3 clusters Score -413534.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -413539.562500 Penalty: 2657.875244
	Iteration 36Q: 3 clusters Score -413539.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -413543.187500 Penalty: 2657.875244
	Iteration 37Q: 3 clusters Score -413543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -413543.375000 Penalty: 2657.875244
	Iteration 38Q: 3 clusters Score -413543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -413545.062500 Penalty: 2657.875244
	Iteration 39Q: 3 clusters Score -413545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -413545.968750 Penalty: 2657.875244
	Iteration 40F: 3 clusters Score -413546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -413547.281250 Penalty: 2657.875244
	Iteration 41Q: 3 clusters Score -413547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -413547.468750 Penalty: 2657.875244
	Iteration 42Q: 3 clusters Score -413547.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -413547.687500 Penalty: 2657.875244
	Iteration 43Q: 3 clusters Score -413547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -413549.093750 Penalty: 2657.875244
	Iteration 44Q: 3 clusters Score -413549.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -413549.093750 Penalty: 2657.875244
	Iteration 45F: 3 clusters Score -413549.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Entering Unmasked Estep 
Score: -299593.062500 Penalty: 1268.521973
	Iteration 0F: 2 clusters Score -299593.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -297223.718750 Penalty: 2537.043945
	Iteration 0F: 3 clusters Score -297223.7 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -297913.468750 Penalty: 2537.043945
	Iteration 1F: 3 clusters Score -297913.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -298305.250000 Penalty: 2537.043945
	Iteration 2F: 3 clusters Score -298305.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -298623.906250 Penalty: 2537.043945
	Iteration 3F: 3 clusters Score -298623.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -298886.093750 Penalty: 2537.043945
	Iteration 4F: 3 clusters Score -298886.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -299090.750000 Penalty: 2537.043945
	Iteration 5F: 3 clusters Score -299090.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -299413.781250 Penalty: 2537.043945
	Iteration 6Q: 3 clusters Score -299413.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -300319.375000 Penalty: 2537.043945
	Iteration 7F: 3 clusters Score -300319.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -301349.843750 Penalty: 2537.043945
	Iteration 8Q: 3 clusters Score -301349.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -301554.593750 Penalty: 2537.043945
	Iteration 9Q: 3 clusters Score -301554.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -301569.937500 Penalty: 2537.043945
	Iteration 10Q: 3 clusters Score -301569.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -301575.125000 Penalty: 2537.043945
	Iteration 11Q: 3 clusters Score -301575.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -301579.093750 Penalty: 2537.043945
	Iteration 12Q: 3 clusters Score -301579.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -301579.093750 Penalty: 2537.043945
	Iteration 13F: 3 clusters Score -301579.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 10109 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 46746 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 767 members 
Mstep: Class 14 contains 13721 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 9214 members 
Mstep: Class 17 contains 60674 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 7900 members 
Mstep: Class 20 contains 34416 members 
Mstep: Class 21 contains 31743 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 2960 members 
Mstep: Class 24 contains 6044 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 10654 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 69794 members 
Mstep: Class 33 contains 14741 members 
Mstep: Class 34 contains 3765 members 
Mstep: Class 35 contains 11535 members 
Mstep: Class 36 contains 1906 members 
Mstep: Class 37 contains 1689 members 
Entering Unmasked Estep 
Score: -48240176.000000 Penalty: 77586.710938
Splitting cluster 13 changes total score from -48236980.000000 to -48240176.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 14 (13721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Entering Unmasked Estep 
Score: -1701528.125000 Penalty: 1548.085938
	Iteration 0F: 2 clusters Score -1701528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1691979.500000 Penalty: 3096.171875
	Iteration 0F: 3 clusters Score -1691980 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1695318.125000 Penalty: 3096.171875
	Iteration 1F: 3 clusters Score -1695318 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1695711.500000 Penalty: 3096.171875
	Iteration 2F: 3 clusters Score -1695712 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1696181.000000 Penalty: 3096.171875
	Iteration 3F: 3 clusters Score -1696181 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1696805.000000 Penalty: 3096.171875
	Iteration 4F: 3 clusters Score -1696805 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1697528.000000 Penalty: 3096.171875
	Iteration 5F: 3 clusters Score -1697528 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1698299.500000 Penalty: 3096.171875
	Iteration 6F: 3 clusters Score -1698300 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1698975.375000 Penalty: 3096.171875
	Iteration 7F: 3 clusters Score -1698975 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -1699529.625000 Penalty: 3096.171875
	Iteration 8Q: 3 clusters Score -1699530 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1699859.625000 Penalty: 3096.171875
	Iteration 9Q: 3 clusters Score -1699860 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -1700031.375000 Penalty: 3096.171875
	Iteration 10Q: 3 clusters Score -1700031 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1700140.125000 Penalty: 3096.171875
	Iteration 11Q: 3 clusters Score -1700140 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1700199.125000 Penalty: 3096.171875
	Iteration 12Q: 3 clusters Score -1700199 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1700254.375000 Penalty: 3096.171875
	Iteration 13Q: 3 clusters Score -1700254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1700289.375000 Penalty: 3096.171875
	Iteration 14Q: 3 clusters Score -1700289 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1700317.625000 Penalty: 3096.171875
	Iteration 15Q: 3 clusters Score -1700318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1700337.125000 Penalty: 3096.171875
	Iteration 16Q: 3 clusters Score -1700337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1700347.125000 Penalty: 3096.171875
	Iteration 17Q: 3 clusters Score -1700347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1700350.750000 Penalty: 3096.171875
	Iteration 18Q: 3 clusters Score -1700351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1700357.125000 Penalty: 3096.171875
	Iteration 19Q: 3 clusters Score -1700357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1700357.625000 Penalty: 3096.171875
	Iteration 20F: 3 clusters Score -1700358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1700359.625000 Penalty: 3096.171875
	Iteration 21Q: 3 clusters Score -1700360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1700362.000000 Penalty: 3096.171875
	Iteration 22Q: 3 clusters Score -1700362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1700363.000000 Penalty: 3096.171875
	Iteration 23Q: 3 clusters Score -1700363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -1700363.000000 Penalty: 3096.171875
	Iteration 24F: 3 clusters Score -1700363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -280360.562500 Penalty: 1257.504272
	Iteration 0F: 2 clusters Score -280360.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -278092.593750 Penalty: 2515.008545
	Iteration 0F: 3 clusters Score -278092.6 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -278656.218750 Penalty: 2515.008545
	Iteration 1F: 3 clusters Score -278656.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -278777.375000 Penalty: 2515.008545
	Iteration 2F: 3 clusters Score -278777.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -278838.062500 Penalty: 2515.008545
	Iteration 3Q: 3 clusters Score -278838.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -278873.968750 Penalty: 2515.008545
	Iteration 4Q: 3 clusters Score -278874 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -278903.500000 Penalty: 2515.008545
	Iteration 5Q: 3 clusters Score -278903.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -278925.531250 Penalty: 2515.008545
	Iteration 6Q: 3 clusters Score -278925.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -278948.281250 Penalty: 2515.008545
	Iteration 7Q: 3 clusters Score -278948.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -278968.218750 Penalty: 2515.008545
	Iteration 8Q: 3 clusters Score -278968.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -278987.062500 Penalty: 2515.008545
	Iteration 9Q: 3 clusters Score -278987.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -279009.031250 Penalty: 2515.008545
	Iteration 10Q: 3 clusters Score -279009 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -279027.906250 Penalty: 2515.008545
	Iteration 11Q: 3 clusters Score -279027.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -279048.250000 Penalty: 2515.008545
	Iteration 12Q: 3 clusters Score -279048.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -279064.312500 Penalty: 2515.008545
	Iteration 13Q: 3 clusters Score -279064.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -279076.968750 Penalty: 2515.008545
	Iteration 14Q: 3 clusters Score -279077 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -279095.406250 Penalty: 2515.008545
	Iteration 15Q: 3 clusters Score -279095.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -279111.593750 Penalty: 2515.008545
	Iteration 16Q: 3 clusters Score -279111.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -279126.062500 Penalty: 2515.008545
	Iteration 17Q: 3 clusters Score -279126.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -279142.937500 Penalty: 2515.008545
	Iteration 18Q: 3 clusters Score -279142.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -279164.500000 Penalty: 2515.008545
	Iteration 19Q: 3 clusters Score -279164.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -279181.906250 Penalty: 2515.008545
	Iteration 20F: 3 clusters Score -279181.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -279198.687500 Penalty: 2515.008545
	Iteration 21Q: 3 clusters Score -279198.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -279214.281250 Penalty: 2515.008545
	Iteration 22Q: 3 clusters Score -279214.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -279235.781250 Penalty: 2515.008545
	Iteration 23Q: 3 clusters Score -279235.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -279259.750000 Penalty: 2515.008545
	Iteration 24Q: 3 clusters Score -279259.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -279280.437500 Penalty: 2515.008545
	Iteration 25Q: 3 clusters Score -279280.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -279293.750000 Penalty: 2515.008545
	Iteration 26Q: 3 clusters Score -279293.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -279300.406250 Penalty: 2515.008545
	Iteration 27Q: 3 clusters Score -279300.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -279305.031250 Penalty: 2515.008545
	Iteration 28Q: 3 clusters Score -279305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -279311.125000 Penalty: 2515.008545
	Iteration 29Q: 3 clusters Score -279311.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -279321.187500 Penalty: 2515.008545
	Iteration 30Q: 3 clusters Score -279321.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -279327.062500 Penalty: 2515.008545
	Iteration 31Q: 3 clusters Score -279327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -279332.062500 Penalty: 2515.008545
	Iteration 32Q: 3 clusters Score -279332.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -279336.781250 Penalty: 2515.008545
	Iteration 33Q: 3 clusters Score -279336.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -279338.750000 Penalty: 2515.008545
	Iteration 34Q: 3 clusters Score -279338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -279342.312500 Penalty: 2515.008545
	Iteration 35Q: 3 clusters Score -279342.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -279347.812500 Penalty: 2515.008545
	Iteration 36Q: 3 clusters Score -279347.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -279349.343750 Penalty: 2515.008545
	Iteration 37Q: 3 clusters Score -279349.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -279352.437500 Penalty: 2515.008545
	Iteration 38Q: 3 clusters Score -279352.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -279355.843750 Penalty: 2515.008545
	Iteration 39Q: 3 clusters Score -279355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -279360.812500 Penalty: 2515.008545
	Iteration 40F: 3 clusters Score -279360.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -279366.156250 Penalty: 2515.008545
	Iteration 41Q: 3 clusters Score -279366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -279369.750000 Penalty: 2515.008545
	Iteration 42Q: 3 clusters Score -279369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -279372.187500 Penalty: 2515.008545
	Iteration 43Q: 3 clusters Score -279372.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -279374.531250 Penalty: 2515.008545
	Iteration 44Q: 3 clusters Score -279374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -279375.375000 Penalty: 2515.008545
	Iteration 45Q: 3 clusters Score -279375.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -279376.156250 Penalty: 2515.008545
	Iteration 46Q: 3 clusters Score -279376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -279377.781250 Penalty: 2515.008545
	Iteration 47Q: 3 clusters Score -279377.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -279378.187500 Penalty: 2515.008545
	Iteration 48Q: 3 clusters Score -279378.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -279378.375000 Penalty: 2515.008545
	Iteration 49Q: 3 clusters Score -279378.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -279378.375000 Penalty: 2515.008545
	Iteration 50F: 3 clusters Score -279378.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Entering Unmasked Estep 
Score: -1045167.500000 Penalty: 1483.377808
	Iteration 0F: 2 clusters Score -1045168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1038470.000000 Penalty: 2966.755615
	Iteration 0F: 3 clusters Score -1038470 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1040729.437500 Penalty: 2966.755615
	Iteration 1F: 3 clusters Score -1040729 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1041087.687500 Penalty: 2966.755615
	Iteration 2F: 3 clusters Score -1041088 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1041378.375000 Penalty: 2966.755615
	Iteration 3F: 3 clusters Score -1041378 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1041613.312500 Penalty: 2966.755615
	Iteration 4F: 3 clusters Score -1041613 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1041840.437500 Penalty: 2966.755615
	Iteration 5Q: 3 clusters Score -1041840 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1042089.312500 Penalty: 2966.755615
	Iteration 6Q: 3 clusters Score -1042089 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1042285.125000 Penalty: 2966.755615
	Iteration 7Q: 3 clusters Score -1042285 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1042423.625000 Penalty: 2966.755615
	Iteration 8Q: 3 clusters Score -1042424 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1042521.812500 Penalty: 2966.755615
	Iteration 9Q: 3 clusters Score -1042522 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1042591.125000 Penalty: 2966.755615
	Iteration 10Q: 3 clusters Score -1042591 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1042649.937500 Penalty: 2966.755615
	Iteration 11Q: 3 clusters Score -1042650 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1042711.062500 Penalty: 2966.755615
	Iteration 12Q: 3 clusters Score -1042711 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1042769.375000 Penalty: 2966.755615
	Iteration 13Q: 3 clusters Score -1042769 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1042823.625000 Penalty: 2966.755615
	Iteration 14Q: 3 clusters Score -1042824 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1042889.312500 Penalty: 2966.755615
	Iteration 15Q: 3 clusters Score -1042889 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1042952.250000 Penalty: 2966.755615
	Iteration 16Q: 3 clusters Score -1042952 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1042997.312500 Penalty: 2966.755615
	Iteration 17Q: 3 clusters Score -1042997 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1043036.062500 Penalty: 2966.755615
	Iteration 18Q: 3 clusters Score -1043036 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1043064.500000 Penalty: 2966.755615
	Iteration 19Q: 3 clusters Score -1043064 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1043096.562500 Penalty: 2966.755615
	Iteration 20F: 3 clusters Score -1043097 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1043123.562500 Penalty: 2966.755615
	Iteration 21Q: 3 clusters Score -1043124 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1043154.312500 Penalty: 2966.755615
	Iteration 22Q: 3 clusters Score -1043154 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1043180.625000 Penalty: 2966.755615
	Iteration 23Q: 3 clusters Score -1043181 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1043207.625000 Penalty: 2966.755615
	Iteration 24Q: 3 clusters Score -1043208 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1043231.500000 Penalty: 2966.755615
	Iteration 25Q: 3 clusters Score -1043232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1043252.000000 Penalty: 2966.755615
	Iteration 26Q: 3 clusters Score -1043252 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1043273.312500 Penalty: 2966.755615
	Iteration 27Q: 3 clusters Score -1043273 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1043294.812500 Penalty: 2966.755615
	Iteration 28Q: 3 clusters Score -1043295 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1043315.937500 Penalty: 2966.755615
	Iteration 29Q: 3 clusters Score -1043316 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1043331.625000 Penalty: 2966.755615
	Iteration 30Q: 3 clusters Score -1043332 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1043349.375000 Penalty: 2966.755615
	Iteration 31Q: 3 clusters Score -1043349 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1043370.000000 Penalty: 2966.755615
	Iteration 32Q: 3 clusters Score -1043370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1043384.375000 Penalty: 2966.755615
	Iteration 33Q: 3 clusters Score -1043384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1043397.937500 Penalty: 2966.755615
	Iteration 34Q: 3 clusters Score -1043398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1043405.187500 Penalty: 2966.755615
	Iteration 35Q: 3 clusters Score -1043405 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1043413.625000 Penalty: 2966.755615
	Iteration 36Q: 3 clusters Score -1043414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1043420.187500 Penalty: 2966.755615
	Iteration 37Q: 3 clusters Score -1043420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1043422.187500 Penalty: 2966.755615
	Iteration 38Q: 3 clusters Score -1043422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1043425.062500 Penalty: 2966.755615
	Iteration 39Q: 3 clusters Score -1043425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1043431.187500 Penalty: 2966.755615
	Iteration 40F: 3 clusters Score -1043431 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1043435.250000 Penalty: 2966.755615
	Iteration 41Q: 3 clusters Score -1043435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1043442.750000 Penalty: 2966.755615
	Iteration 42Q: 3 clusters Score -1043443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1043450.875000 Penalty: 2966.755615
	Iteration 43Q: 3 clusters Score -1043451 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1043460.625000 Penalty: 2966.755615
	Iteration 44Q: 3 clusters Score -1043461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1043471.250000 Penalty: 2966.755615
	Iteration 45Q: 3 clusters Score -1043471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1043483.562500 Penalty: 2966.755615
	Iteration 46Q: 3 clusters Score -1043484 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1043501.375000 Penalty: 2966.755615
	Iteration 47Q: 3 clusters Score -1043501 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1043511.562500 Penalty: 2966.755615
	Iteration 48Q: 3 clusters Score -1043512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1043525.187500 Penalty: 2966.755615
	Iteration 49Q: 3 clusters Score -1043525 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1043536.687500 Penalty: 2966.755615
	Iteration 50Q: 3 clusters Score -1043537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1043551.250000 Penalty: 2966.755615
	Iteration 51Q: 3 clusters Score -1043551 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1043566.687500 Penalty: 2966.755615
	Iteration 52Q: 3 clusters Score -1043567 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1043585.937500 Penalty: 2966.755615
	Iteration 53Q: 3 clusters Score -1043586 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1043600.125000 Penalty: 2966.755615
	Iteration 54Q: 3 clusters Score -1043600 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1043616.312500 Penalty: 2966.755615
	Iteration 55Q: 3 clusters Score -1043616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1043635.875000 Penalty: 2966.755615
	Iteration 56Q: 3 clusters Score -1043636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1043654.250000 Penalty: 2966.755615
	Iteration 57Q: 3 clusters Score -1043654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1043672.125000 Penalty: 2966.755615
	Iteration 58Q: 3 clusters Score -1043672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1043684.500000 Penalty: 2966.755615
	Iteration 59Q: 3 clusters Score -1043684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1043700.687500 Penalty: 2966.755615
	Iteration 60F: 3 clusters Score -1043701 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1043714.937500 Penalty: 2966.755615
	Iteration 61Q: 3 clusters Score -1043715 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1043728.187500 Penalty: 2966.755615
	Iteration 62Q: 3 clusters Score -1043728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1043744.250000 Penalty: 2966.755615
	Iteration 63Q: 3 clusters Score -1043744 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1043758.500000 Penalty: 2966.755615
	Iteration 64Q: 3 clusters Score -1043758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1043772.250000 Penalty: 2966.755615
	Iteration 65Q: 3 clusters Score -1043772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1043773.812500 Penalty: 2966.755615
	Iteration 66Q: 3 clusters Score -1043774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1043779.500000 Penalty: 2966.755615
	Iteration 67Q: 3 clusters Score -1043780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1043781.500000 Penalty: 2966.755615
	Iteration 68Q: 3 clusters Score -1043782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1043787.312500 Penalty: 2966.755615
	Iteration 69Q: 3 clusters Score -1043787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1043795.812500 Penalty: 2966.755615
	Iteration 70Q: 3 clusters Score -1043796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1043799.312500 Penalty: 2966.755615
	Iteration 71Q: 3 clusters Score -1043799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1043807.625000 Penalty: 2966.755615
	Iteration 72Q: 3 clusters Score -1043808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1043812.187500 Penalty: 2966.755615
	Iteration 73Q: 3 clusters Score -1043812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1043818.500000 Penalty: 2966.755615
	Iteration 74Q: 3 clusters Score -1043818 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1043828.187500 Penalty: 2966.755615
	Iteration 75Q: 3 clusters Score -1043828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1043838.000000 Penalty: 2966.755615
	Iteration 76Q: 3 clusters Score -1043838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1043845.875000 Penalty: 2966.755615
	Iteration 77Q: 3 clusters Score -1043846 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1043858.125000 Penalty: 2966.755615
	Iteration 78Q: 3 clusters Score -1043858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1043875.250000 Penalty: 2966.755615
	Iteration 79Q: 3 clusters Score -1043875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1043889.500000 Penalty: 2966.755615
	Iteration 80F: 3 clusters Score -1043890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1043899.125000 Penalty: 2966.755615
	Iteration 81Q: 3 clusters Score -1043899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1043911.250000 Penalty: 2966.755615
	Iteration 82Q: 3 clusters Score -1043911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1043918.687500 Penalty: 2966.755615
	Iteration 83Q: 3 clusters Score -1043919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1043929.187500 Penalty: 2966.755615
	Iteration 84Q: 3 clusters Score -1043929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1043940.937500 Penalty: 2966.755615
	Iteration 85Q: 3 clusters Score -1043941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1043957.250000 Penalty: 2966.755615
	Iteration 86Q: 3 clusters Score -1043957 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1043978.000000 Penalty: 2966.755615
	Iteration 87Q: 3 clusters Score -1043978 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1043987.625000 Penalty: 2966.755615
	Iteration 88Q: 3 clusters Score -1043988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1043998.000000 Penalty: 2966.755615
	Iteration 89Q: 3 clusters Score -1043998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -1044002.812500 Penalty: 2966.755615
	Iteration 90Q: 3 clusters Score -1044003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1044008.562500 Penalty: 2966.755615
	Iteration 91Q: 3 clusters Score -1044009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1044014.500000 Penalty: 2966.755615
	Iteration 92Q: 3 clusters Score -1044014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1044026.812500 Penalty: 2966.755615
	Iteration 93Q: 3 clusters Score -1044027 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1044042.125000 Penalty: 2966.755615
	Iteration 94Q: 3 clusters Score -1044042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1044054.125000 Penalty: 2966.755615
	Iteration 95Q: 3 clusters Score -1044054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1044060.875000 Penalty: 2966.755615
	Iteration 96Q: 3 clusters Score -1044061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1044068.812500 Penalty: 2966.755615
	Iteration 97Q: 3 clusters Score -1044069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1044074.250000 Penalty: 2966.755615
	Iteration 98Q: 3 clusters Score -1044074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1044080.437500 Penalty: 2966.755615
	Iteration 99Q: 3 clusters Score -1044080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1044087.875000 Penalty: 2966.755615
	Iteration 100F: 3 clusters Score -1044088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1044091.625000 Penalty: 2966.755615
	Iteration 101Q: 3 clusters Score -1044092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1044092.375000 Penalty: 2966.755615
	Iteration 102Q: 3 clusters Score -1044092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1044097.312500 Penalty: 2966.755615
	Iteration 103Q: 3 clusters Score -1044097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1044098.687500 Penalty: 2966.755615
	Iteration 104Q: 3 clusters Score -1044099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1044101.000000 Penalty: 2966.755615
	Iteration 105Q: 3 clusters Score -1044101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1044103.687500 Penalty: 2966.755615
	Iteration 106Q: 3 clusters Score -1044104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1044105.125000 Penalty: 2966.755615
	Iteration 107Q: 3 clusters Score -1044105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1044106.062500 Penalty: 2966.755615
	Iteration 108Q: 3 clusters Score -1044106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1044106.437500 Penalty: 2966.755615
	Iteration 109Q: 3 clusters Score -1044106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1044106.187500 Penalty: 2966.755615
	Iteration 110Q: 3 clusters Score -1044106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1044105.000000 Penalty: 2966.755615
	Iteration 111Q: 3 clusters Score -1044105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1044105.000000 Penalty: 2966.755615
	Iteration 112F: 3 clusters Score -1044105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60674 members 
Entering Unmasked Estep 
Score: -7478947.000000 Penalty: 1789.656494
	Iteration 0F: 2 clusters Score -7478947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -7439396.500000 Penalty: 3579.312988
	Iteration 0F: 3 clusters Score -7439396 nChanged 28559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25788 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -7456280.000000 Penalty: 3579.312988
	Iteration 1F: 3 clusters Score -7456280 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -7458006.000000 Penalty: 3579.312988
	Iteration 2F: 3 clusters Score -7458006 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -7460967.000000 Penalty: 3579.312988
	Iteration 3F: 3 clusters Score -7460967 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -7465204.500000 Penalty: 3579.312988
	Iteration 4F: 3 clusters Score -7465204 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 52032 members 
Entering Unmasked Estep 
Score: -7470052.000000 Penalty: 3579.312988
	Iteration 5F: 3 clusters Score -7470052 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 56115 members 
Entering Unmasked Estep 
Score: -7473742.500000 Penalty: 3579.312988
	Iteration 6F: 3 clusters Score -7473742 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -7475723.500000 Penalty: 3579.312988
	Iteration 7Q: 3 clusters Score -7475724 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -7476659.500000 Penalty: 3579.312988
	Iteration 8Q: 3 clusters Score -7476660 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 60005 members 
Entering Unmasked Estep 
Score: -7477145.500000 Penalty: 3579.312988
	Iteration 9Q: 3 clusters Score -7477146 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -7477374.500000 Penalty: 3579.312988
	Iteration 10Q: 3 clusters Score -7477374 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 60233 members 
Entering Unmasked Estep 
Score: -7477505.500000 Penalty: 3579.312988
	Iteration 11Q: 3 clusters Score -7477506 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 60265 members 
Entering Unmasked Estep 
Score: -7477655.500000 Penalty: 3579.312988
	Iteration 12Q: 3 clusters Score -7477656 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -7477805.500000 Penalty: 3579.312988
	Iteration 13Q: 3 clusters Score -7477806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 60266 members 
Entering Unmasked Estep 
Score: -7477923.000000 Penalty: 3579.312988
	Iteration 14Q: 3 clusters Score -7477923 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -7478014.000000 Penalty: 3579.312988
	Iteration 15Q: 3 clusters Score -7478014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 60234 members 
Entering Unmasked Estep 
Score: -7478078.500000 Penalty: 3579.312988
	Iteration 16Q: 3 clusters Score -7478078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -7478119.000000 Penalty: 3579.312988
	Iteration 17Q: 3 clusters Score -7478119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 60231 members 
Entering Unmasked Estep 
Score: -7478179.000000 Penalty: 3579.312988
	Iteration 18Q: 3 clusters Score -7478179 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 60222 members 
Entering Unmasked Estep 
Score: -7478211.000000 Penalty: 3579.312988
	Iteration 19Q: 3 clusters Score -7478211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 60208 members 
Entering Unmasked Estep 
Score: -7478222.000000 Penalty: 3579.312988
	Iteration 20F: 3 clusters Score -7478222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -7478255.500000 Penalty: 3579.312988
	Iteration 21Q: 3 clusters Score -7478256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 60192 members 
Entering Unmasked Estep 
Score: -7478258.500000 Penalty: 3579.312988
	Iteration 22Q: 3 clusters Score -7478258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 60190 members 
Entering Unmasked Estep 
Score: -7478266.000000 Penalty: 3579.312988
	Iteration 23Q: 3 clusters Score -7478266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 60187 members 
Entering Unmasked Estep 
Score: -7478267.500000 Penalty: 3579.312988
	Iteration 24Q: 3 clusters Score -7478268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -7478271.000000 Penalty: 3579.312988
	Iteration 25Q: 3 clusters Score -7478271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -7478271.000000 Penalty: 3579.312988
	Iteration 26Q: 3 clusters Score -7478271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -7478272.500000 Penalty: 3579.312988
	Iteration 27Q: 3 clusters Score -7478272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 60181 members 
Entering Unmasked Estep 
Score: -7478272.500000 Penalty: 3579.312988
	Iteration 28F: 3 clusters Score -7478272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -208270.843750 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -208270.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -206222.375000 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -206222.4 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -206836.171875 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -206836.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -207063.468750 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -207063.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -207226.343750 Penalty: 2463.395752
	Iteration 3F: 3 clusters Score -207226.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -207433.515625 Penalty: 2463.395752
	Iteration 4F: 3 clusters Score -207433.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -207606.984375 Penalty: 2463.395752
	Iteration 5F: 3 clusters Score -207607 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -207705.015625 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -207705 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -207791.296875 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -207791.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -207848.281250 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -207848.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -207895.312500 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -207895.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -207919.718750 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -207919.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -207932.765625 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -207932.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -207941.765625 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -207941.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -207947.906250 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -207947.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -207950.703125 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -207950.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -207960.687500 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -207960.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -207962.484375 Penalty: 2463.395752
	Iteration 16Q: 3 clusters Score -207962.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -207963.171875 Penalty: 2463.395752
	Iteration 17Q: 3 clusters Score -207963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -207963.546875 Penalty: 2463.395752
	Iteration 18Q: 3 clusters Score -207963.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -207963.546875 Penalty: 2463.395752
	Iteration 19F: 3 clusters Score -207963.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Entering Unmasked Estep 
Score: -980114.812500 Penalty: 1458.375366
	Iteration 0F: 2 clusters Score -980114.8 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 3980 members 
Entering Unmasked Estep 
Score: -974310.375000 Penalty: 2916.750732
	Iteration 0F: 3 clusters Score -974310.4 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -976091.000000 Penalty: 2916.750732
	Iteration 1F: 3 clusters Score -976091 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -976277.750000 Penalty: 2916.750732
	Iteration 2F: 3 clusters Score -976277.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -976431.375000 Penalty: 2916.750732
	Iteration 3Q: 3 clusters Score -976431.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -976573.062500 Penalty: 2916.750732
	Iteration 4Q: 3 clusters Score -976573.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -976700.875000 Penalty: 2916.750732
	Iteration 5Q: 3 clusters Score -976700.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -976813.875000 Penalty: 2916.750732
	Iteration 6Q: 3 clusters Score -976813.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -976915.812500 Penalty: 2916.750732
	Iteration 7Q: 3 clusters Score -976915.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -977002.125000 Penalty: 2916.750732
	Iteration 8Q: 3 clusters Score -977002.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -977089.250000 Penalty: 2916.750732
	Iteration 9Q: 3 clusters Score -977089.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -977207.937500 Penalty: 2916.750732
	Iteration 10Q: 3 clusters Score -977207.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -977337.562500 Penalty: 2916.750732
	Iteration 11Q: 3 clusters Score -977337.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -977471.875000 Penalty: 2916.750732
	Iteration 12Q: 3 clusters Score -977471.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -977606.062500 Penalty: 2916.750732
	Iteration 13Q: 3 clusters Score -977606.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -977740.562500 Penalty: 2916.750732
	Iteration 14Q: 3 clusters Score -977740.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -977882.687500 Penalty: 2916.750732
	Iteration 15Q: 3 clusters Score -977882.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -978022.437500 Penalty: 2916.750732
	Iteration 16Q: 3 clusters Score -978022.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -978174.750000 Penalty: 2916.750732
	Iteration 17Q: 3 clusters Score -978174.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -978323.625000 Penalty: 2916.750732
	Iteration 18Q: 3 clusters Score -978323.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -978487.750000 Penalty: 2916.750732
	Iteration 19Q: 3 clusters Score -978487.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -978621.187500 Penalty: 2916.750732
	Iteration 20F: 3 clusters Score -978621.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -978762.062500 Penalty: 2916.750732
	Iteration 21Q: 3 clusters Score -978762.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -978915.125000 Penalty: 2916.750732
	Iteration 22Q: 3 clusters Score -978915.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -979125.875000 Penalty: 2916.750732
	Iteration 23Q: 3 clusters Score -979125.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -979456.562500 Penalty: 2916.750732
	Iteration 24Q: 3 clusters Score -979456.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -979711.687500 Penalty: 2916.750732
	Iteration 25Q: 3 clusters Score -979711.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -979841.687500 Penalty: 2916.750732
	Iteration 26Q: 3 clusters Score -979841.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -979926.750000 Penalty: 2916.750732
	Iteration 27Q: 3 clusters Score -979926.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -979984.375000 Penalty: 2916.750732
	Iteration 28Q: 3 clusters Score -979984.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -980018.250000 Penalty: 2916.750732
	Iteration 29Q: 3 clusters Score -980018.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -980038.875000 Penalty: 2916.750732
	Iteration 30Q: 3 clusters Score -980038.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -980054.062500 Penalty: 2916.750732
	Iteration 31Q: 3 clusters Score -980054.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -980061.312500 Penalty: 2916.750732
	Iteration 32Q: 3 clusters Score -980061.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -980073.312500 Penalty: 2916.750732
	Iteration 33Q: 3 clusters Score -980073.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -980083.625000 Penalty: 2916.750732
	Iteration 34Q: 3 clusters Score -980083.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -980094.125000 Penalty: 2916.750732
	Iteration 35Q: 3 clusters Score -980094.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -980096.562500 Penalty: 2916.750732
	Iteration 36Q: 3 clusters Score -980096.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -980098.562500 Penalty: 2916.750732
	Iteration 37Q: 3 clusters Score -980098.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -980098.500000 Penalty: 2916.750732
	Iteration 38Q: 3 clusters Score -980098.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -980098.562500 Penalty: 2916.750732
	Iteration 39F: 3 clusters Score -980098.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -980098.000000 Penalty: 2916.750732
	Iteration 40F: 3 clusters Score -980098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Entering Unmasked Estep 
Score: -4243247.500000 Penalty: 1697.519897
	Iteration 0F: 2 clusters Score -4243248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -4220105.500000 Penalty: 3395.039795
	Iteration 0F: 3 clusters Score -4220106 nChanged 15998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -4229259.000000 Penalty: 3395.039795
	Iteration 1F: 3 clusters Score -4229259 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -4230117.500000 Penalty: 3395.039795
	Iteration 2F: 3 clusters Score -4230118 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -4231397.500000 Penalty: 3395.039795
	Iteration 3F: 3 clusters Score -4231398 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -4233174.500000 Penalty: 3395.039795
	Iteration 4F: 3 clusters Score -4233174 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -4235339.500000 Penalty: 3395.039795
	Iteration 5F: 3 clusters Score -4235340 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -4237592.500000 Penalty: 3395.039795
	Iteration 6F: 3 clusters Score -4237592 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -4239313.000000 Penalty: 3395.039795
	Iteration 7F: 3 clusters Score -4239313 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -4240357.500000 Penalty: 3395.039795
	Iteration 8Q: 3 clusters Score -4240358 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -4241059.000000 Penalty: 3395.039795
	Iteration 9Q: 3 clusters Score -4241059 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -4241538.000000 Penalty: 3395.039795
	Iteration 10Q: 3 clusters Score -4241538 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -4241874.500000 Penalty: 3395.039795
	Iteration 11Q: 3 clusters Score -4241874 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -4242102.000000 Penalty: 3395.039795
	Iteration 12Q: 3 clusters Score -4242102 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -4242287.000000 Penalty: 3395.039795
	Iteration 13Q: 3 clusters Score -4242287 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -4242387.000000 Penalty: 3395.039795
	Iteration 14Q: 3 clusters Score -4242387 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -4242447.500000 Penalty: 3395.039795
	Iteration 15Q: 3 clusters Score -4242448 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -4242465.500000 Penalty: 3395.039795
	Iteration 16Q: 3 clusters Score -4242466 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -4242478.000000 Penalty: 3395.039795
	Iteration 17Q: 3 clusters Score -4242478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -4242487.000000 Penalty: 3395.039795
	Iteration 18Q: 3 clusters Score -4242487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4242493.000000 Penalty: 3395.039795
	Iteration 19Q: 3 clusters Score -4242493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -4242487.500000 Penalty: 3395.039795
	Iteration 20F: 3 clusters Score -4242488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4242488.000000 Penalty: 3395.039795
	Iteration 21Q: 3 clusters Score -4242488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -4242491.500000 Penalty: 3395.039795
	Iteration 22Q: 3 clusters Score -4242492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -4242490.000000 Penalty: 3395.039795
	Iteration 23Q: 3 clusters Score -4242490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4242482.500000 Penalty: 3395.039795
	Iteration 24Q: 3 clusters Score -4242482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4242490.500000 Penalty: 3395.039795
	Iteration 25Q: 3 clusters Score -4242490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -4242490.500000 Penalty: 3395.039795
	Iteration 26Q: 3 clusters Score -4242490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -4242489.000000 Penalty: 3395.039795
	Iteration 27Q: 3 clusters Score -4242489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4242485.000000 Penalty: 3395.039795
	Iteration 28Q: 3 clusters Score -4242485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 31856 members 
Entering Unmasked Estep 
Score: -4242485.000000 Penalty: 3395.039795
	Iteration 29F: 3 clusters Score -4242485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31743 members 
Entering Unmasked Estep 
Score: -3939669.250000 Penalty: 1684.382080
	Iteration 0F: 2 clusters Score -3939669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3918281.750000 Penalty: 3368.764160
	Iteration 0F: 3 clusters Score -3918282 nChanged 14746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3926723.750000 Penalty: 3368.764160
	Iteration 1F: 3 clusters Score -3926724 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -3927550.750000 Penalty: 3368.764160
	Iteration 2F: 3 clusters Score -3927551 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -3928673.750000 Penalty: 3368.764160
	Iteration 3F: 3 clusters Score -3928674 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3929925.000000 Penalty: 3368.764160
	Iteration 4F: 3 clusters Score -3929925 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3931307.500000 Penalty: 3368.764160
	Iteration 5F: 3 clusters Score -3931308 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3932472.750000 Penalty: 3368.764160
	Iteration 6F: 3 clusters Score -3932473 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -3933463.250000 Penalty: 3368.764160
	Iteration 7F: 3 clusters Score -3933463 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3934317.750000 Penalty: 3368.764160
	Iteration 8Q: 3 clusters Score -3934318 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -3934938.000000 Penalty: 3368.764160
	Iteration 9Q: 3 clusters Score -3934938 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3935489.000000 Penalty: 3368.764160
	Iteration 10Q: 3 clusters Score -3935489 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3936027.000000 Penalty: 3368.764160
	Iteration 11Q: 3 clusters Score -3936027 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3936582.250000 Penalty: 3368.764160
	Iteration 12Q: 3 clusters Score -3936582 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -3937050.000000 Penalty: 3368.764160
	Iteration 13Q: 3 clusters Score -3937050 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3937417.250000 Penalty: 3368.764160
	Iteration 14Q: 3 clusters Score -3937417 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30756 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3937681.250000 Penalty: 3368.764160
	Iteration 15Q: 3 clusters Score -3937681 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3937855.250000 Penalty: 3368.764160
	Iteration 16Q: 3 clusters Score -3937855 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3937984.750000 Penalty: 3368.764160
	Iteration 17Q: 3 clusters Score -3937985 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3938084.250000 Penalty: 3368.764160
	Iteration 18Q: 3 clusters Score -3938084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -3938132.750000 Penalty: 3368.764160
	Iteration 19Q: 3 clusters Score -3938133 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3938173.500000 Penalty: 3368.764160
	Iteration 20F: 3 clusters Score -3938174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -3938184.750000 Penalty: 3368.764160
	Iteration 21Q: 3 clusters Score -3938185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3938187.750000 Penalty: 3368.764160
	Iteration 22Q: 3 clusters Score -3938188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3938190.750000 Penalty: 3368.764160
	Iteration 23Q: 3 clusters Score -3938191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3938201.250000 Penalty: 3368.764160
	Iteration 24Q: 3 clusters Score -3938201 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3938208.250000 Penalty: 3368.764160
	Iteration 25Q: 3 clusters Score -3938208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3938220.250000 Penalty: 3368.764160
	Iteration 26Q: 3 clusters Score -3938220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3938228.250000 Penalty: 3368.764160
	Iteration 27Q: 3 clusters Score -3938228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -3938239.250000 Penalty: 3368.764160
	Iteration 28Q: 3 clusters Score -3938239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3938245.000000 Penalty: 3368.764160
	Iteration 29Q: 3 clusters Score -3938245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3938247.750000 Penalty: 3368.764160
	Iteration 30Q: 3 clusters Score -3938248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31439 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3938258.750000 Penalty: 3368.764160
	Iteration 31Q: 3 clusters Score -3938259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3938257.500000 Penalty: 3368.764160
	Iteration 32Q: 3 clusters Score -3938258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3938262.750000 Penalty: 3368.764160
	Iteration 33Q: 3 clusters Score -3938263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3938260.750000 Penalty: 3368.764160
	Iteration 34Q: 3 clusters Score -3938261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3938260.750000 Penalty: 3368.764160
	Iteration 35F: 3 clusters Score -3938261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -969668.562500 Penalty: 1459.257568
	Iteration 0F: 2 clusters Score -969668.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -963789.000000 Penalty: 2918.515137
	Iteration 0F: 3 clusters Score -963789 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -965610.062500 Penalty: 2918.515137
	Iteration 1F: 3 clusters Score -965610.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -965957.437500 Penalty: 2918.515137
	Iteration 2F: 3 clusters Score -965957.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -966327.000000 Penalty: 2918.515137
	Iteration 3F: 3 clusters Score -966327 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -966719.500000 Penalty: 2918.515137
	Iteration 4F: 3 clusters Score -966719.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -967138.250000 Penalty: 2918.515137
	Iteration 5F: 3 clusters Score -967138.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -967504.875000 Penalty: 2918.515137
	Iteration 6F: 3 clusters Score -967504.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -967806.312500 Penalty: 2918.515137
	Iteration 7F: 3 clusters Score -967806.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -968036.937500 Penalty: 2918.515137
	Iteration 8Q: 3 clusters Score -968036.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -968222.187500 Penalty: 2918.515137
	Iteration 9Q: 3 clusters Score -968222.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -968401.500000 Penalty: 2918.515137
	Iteration 10Q: 3 clusters Score -968401.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -968585.875000 Penalty: 2918.515137
	Iteration 11Q: 3 clusters Score -968585.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -968702.812500 Penalty: 2918.515137
	Iteration 12Q: 3 clusters Score -968702.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -968741.750000 Penalty: 2918.515137
	Iteration 13Q: 3 clusters Score -968741.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -968765.000000 Penalty: 2918.515137
	Iteration 14Q: 3 clusters Score -968765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -968790.500000 Penalty: 2918.515137
	Iteration 15Q: 3 clusters Score -968790.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -968797.812500 Penalty: 2918.515137
	Iteration 16Q: 3 clusters Score -968797.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -968806.625000 Penalty: 2918.515137
	Iteration 17Q: 3 clusters Score -968806.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -968806.562500 Penalty: 2918.515137
	Iteration 18Q: 3 clusters Score -968806.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -968809.625000 Penalty: 2918.515137
	Iteration 19Q: 3 clusters Score -968809.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -968811.625000 Penalty: 2918.515137
	Iteration 20F: 3 clusters Score -968811.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -968813.937500 Penalty: 2918.515137
	Iteration 21Q: 3 clusters Score -968813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -968816.812500 Penalty: 2918.515137
	Iteration 22Q: 3 clusters Score -968816.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -968816.812500 Penalty: 2918.515137
	Iteration 23F: 3 clusters Score -968816.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Entering Unmasked Estep 
Score: -355714.375000 Penalty: 1298.853516
	Iteration 0F: 2 clusters Score -355714.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -353038.625000 Penalty: 2597.707031
	Iteration 0F: 3 clusters Score -353038.6 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -353709.843750 Penalty: 2597.707031
	Iteration 1F: 3 clusters Score -353709.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -353891.812500 Penalty: 2597.707031
	Iteration 2F: 3 clusters Score -353891.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -354029.656250 Penalty: 2597.707031
	Iteration 3F: 3 clusters Score -354029.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -354142.156250 Penalty: 2597.707031
	Iteration 4Q: 3 clusters Score -354142.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -354262.875000 Penalty: 2597.707031
	Iteration 5Q: 3 clusters Score -354262.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -354403.531250 Penalty: 2597.707031
	Iteration 6Q: 3 clusters Score -354403.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -354515.781250 Penalty: 2597.707031
	Iteration 7Q: 3 clusters Score -354515.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -354641.968750 Penalty: 2597.707031
	Iteration 8Q: 3 clusters Score -354642 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -354804.062500 Penalty: 2597.707031
	Iteration 9Q: 3 clusters Score -354804.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -355056.531250 Penalty: 2597.707031
	Iteration 10Q: 3 clusters Score -355056.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -355316.187500 Penalty: 2597.707031
	Iteration 11Q: 3 clusters Score -355316.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -355554.312500 Penalty: 2597.707031
	Iteration 12F: 3 clusters Score -355554.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -355758.687500 Penalty: 2597.707031
	Iteration 13Q: 3 clusters Score -355758.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -355932.968750 Penalty: 2597.707031
	Iteration 14Q: 3 clusters Score -355933 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -356026.062500 Penalty: 2597.707031
	Iteration 15Q: 3 clusters Score -356026.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -356075.843750 Penalty: 2597.707031
	Iteration 16Q: 3 clusters Score -356075.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -356097.468750 Penalty: 2597.707031
	Iteration 17Q: 3 clusters Score -356097.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -356105.656250 Penalty: 2597.707031
	Iteration 18Q: 3 clusters Score -356105.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -356111.093750 Penalty: 2597.707031
	Iteration 19Q: 3 clusters Score -356111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -356112.687500 Penalty: 2597.707031
	Iteration 20F: 3 clusters Score -356112.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -356114.531250 Penalty: 2597.707031
	Iteration 21Q: 3 clusters Score -356114.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -356115.812500 Penalty: 2597.707031
	Iteration 22Q: 3 clusters Score -356115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -356117.062500 Penalty: 2597.707031
	Iteration 23Q: 3 clusters Score -356117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -356118.250000 Penalty: 2597.707031
	Iteration 24Q: 3 clusters Score -356118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -356118.718750 Penalty: 2597.707031
	Iteration 25Q: 3 clusters Score -356118.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -356119.906250 Penalty: 2597.707031
	Iteration 26Q: 3 clusters Score -356119.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -356120.187500 Penalty: 2597.707031
	Iteration 27Q: 3 clusters Score -356120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -356120.187500 Penalty: 2597.707031
	Iteration 28F: 3 clusters Score -356120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 10109 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 46746 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 767 members 
Mstep: Class 14 contains 13721 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 9214 members 
Mstep: Class 17 contains 60674 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 7900 members 
Mstep: Class 20 contains 34416 members 
Mstep: Class 21 contains 31743 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 1574 members 
Mstep: Class 24 contains 6044 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 10654 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 69794 members 
Mstep: Class 33 contains 14741 members 
Mstep: Class 34 contains 3765 members 
Mstep: Class 35 contains 11535 members 
Mstep: Class 36 contains 1906 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 1386 members 
Entering Unmasked Estep 
Score: -48239768.000000 Penalty: 79683.648438
Splitting cluster 23 changes total score from -48236980.000000 to -48239768.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 24 (6044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Entering Unmasked Estep 
Score: -751543.125000 Penalty: 1414.858521
	Iteration 0F: 2 clusters Score -751543.1 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 3044 members 
Entering Unmasked Estep 
Score: -746879.687500 Penalty: 2829.717041
	Iteration 0F: 3 clusters Score -746879.7 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -748245.062500 Penalty: 2829.717041
	Iteration 1F: 3 clusters Score -748245.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -748460.875000 Penalty: 2829.717041
	Iteration 2F: 3 clusters Score -748460.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -748612.250000 Penalty: 2829.717041
	Iteration 3F: 3 clusters Score -748612.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -748749.375000 Penalty: 2829.717041
	Iteration 4Q: 3 clusters Score -748749.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -748874.687500 Penalty: 2829.717041
	Iteration 5Q: 3 clusters Score -748874.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -748978.750000 Penalty: 2829.717041
	Iteration 6Q: 3 clusters Score -748978.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -749057.625000 Penalty: 2829.717041
	Iteration 7Q: 3 clusters Score -749057.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -749117.437500 Penalty: 2829.717041
	Iteration 8Q: 3 clusters Score -749117.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -749165.187500 Penalty: 2829.717041
	Iteration 9Q: 3 clusters Score -749165.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -749222.875000 Penalty: 2829.717041
	Iteration 10Q: 3 clusters Score -749222.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -749288.312500 Penalty: 2829.717041
	Iteration 11Q: 3 clusters Score -749288.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -749350.062500 Penalty: 2829.717041
	Iteration 12Q: 3 clusters Score -749350.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -749426.687500 Penalty: 2829.717041
	Iteration 13Q: 3 clusters Score -749426.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -749501.625000 Penalty: 2829.717041
	Iteration 14Q: 3 clusters Score -749501.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -749560.437500 Penalty: 2829.717041
	Iteration 15Q: 3 clusters Score -749560.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -749619.062500 Penalty: 2829.717041
	Iteration 16Q: 3 clusters Score -749619.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -749667.625000 Penalty: 2829.717041
	Iteration 17Q: 3 clusters Score -749667.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -749706.312500 Penalty: 2829.717041
	Iteration 18Q: 3 clusters Score -749706.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -749745.000000 Penalty: 2829.717041
	Iteration 19Q: 3 clusters Score -749745 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -749774.125000 Penalty: 2829.717041
	Iteration 20F: 3 clusters Score -749774.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -749800.875000 Penalty: 2829.717041
	Iteration 21Q: 3 clusters Score -749800.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -749827.812500 Penalty: 2829.717041
	Iteration 22Q: 3 clusters Score -749827.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -749846.250000 Penalty: 2829.717041
	Iteration 23Q: 3 clusters Score -749846.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -749859.750000 Penalty: 2829.717041
	Iteration 24Q: 3 clusters Score -749859.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -749874.625000 Penalty: 2829.717041
	Iteration 25Q: 3 clusters Score -749874.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -749883.750000 Penalty: 2829.717041
	Iteration 26Q: 3 clusters Score -749883.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -749890.500000 Penalty: 2829.717041
	Iteration 27Q: 3 clusters Score -749890.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -749897.062500 Penalty: 2829.717041
	Iteration 28Q: 3 clusters Score -749897.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -749902.875000 Penalty: 2829.717041
	Iteration 29Q: 3 clusters Score -749902.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -749911.125000 Penalty: 2829.717041
	Iteration 30Q: 3 clusters Score -749911.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -749914.812500 Penalty: 2829.717041
	Iteration 31Q: 3 clusters Score -749914.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -749921.562500 Penalty: 2829.717041
	Iteration 32Q: 3 clusters Score -749921.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -749924.937500 Penalty: 2829.717041
	Iteration 33Q: 3 clusters Score -749924.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -749929.500000 Penalty: 2829.717041
	Iteration 34Q: 3 clusters Score -749929.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -749934.437500 Penalty: 2829.717041
	Iteration 35Q: 3 clusters Score -749934.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -749939.187500 Penalty: 2829.717041
	Iteration 36Q: 3 clusters Score -749939.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -749944.250000 Penalty: 2829.717041
	Iteration 37Q: 3 clusters Score -749944.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -749948.937500 Penalty: 2829.717041
	Iteration 38Q: 3 clusters Score -749948.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -749951.812500 Penalty: 2829.717041
	Iteration 39Q: 3 clusters Score -749951.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -749958.250000 Penalty: 2829.717041
	Iteration 40F: 3 clusters Score -749958.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -749957.812500 Penalty: 2829.717041
	Iteration 41Q: 3 clusters Score -749957.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -749959.625000 Penalty: 2829.717041
	Iteration 42Q: 3 clusters Score -749959.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -749960.812500 Penalty: 2829.717041
	Iteration 43Q: 3 clusters Score -749960.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -749964.125000 Penalty: 2829.717041
	Iteration 44Q: 3 clusters Score -749964.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -749966.875000 Penalty: 2829.717041
	Iteration 45Q: 3 clusters Score -749966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -749966.750000 Penalty: 2829.717041
	Iteration 46Q: 3 clusters Score -749966.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -749967.375000 Penalty: 2829.717041
	Iteration 47Q: 3 clusters Score -749967.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -749968.000000 Penalty: 2829.717041
	Iteration 48Q: 3 clusters Score -749968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -749968.187500 Penalty: 2829.717041
	Iteration 49Q: 3 clusters Score -749968.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -749968.750000 Penalty: 2829.717041
	Iteration 50Q: 3 clusters Score -749968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -749970.000000 Penalty: 2829.717041
	Iteration 51Q: 3 clusters Score -749970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -749968.500000 Penalty: 2829.717041
	Iteration 52Q: 3 clusters Score -749968.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -749969.687500 Penalty: 2829.717041
	Iteration 53Q: 3 clusters Score -749969.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -749972.562500 Penalty: 2829.717041
	Iteration 54Q: 3 clusters Score -749972.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -749972.812500 Penalty: 2829.717041
	Iteration 55Q: 3 clusters Score -749972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -749974.937500 Penalty: 2829.717041
	Iteration 56Q: 3 clusters Score -749974.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -749976.625000 Penalty: 2829.717041
	Iteration 57Q: 3 clusters Score -749976.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -749976.125000 Penalty: 2829.717041
	Iteration 58Q: 3 clusters Score -749976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -749979.875000 Penalty: 2829.717041
	Iteration 59Q: 3 clusters Score -749979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -749979.937500 Penalty: 2829.717041
	Iteration 60F: 3 clusters Score -749979.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -749981.062500 Penalty: 2829.717041
	Iteration 61Q: 3 clusters Score -749981.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -749982.812500 Penalty: 2829.717041
	Iteration 62Q: 3 clusters Score -749982.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -749986.125000 Penalty: 2829.717041
	Iteration 63Q: 3 clusters Score -749986.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -749987.750000 Penalty: 2829.717041
	Iteration 64Q: 3 clusters Score -749987.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -749990.562500 Penalty: 2829.717041
	Iteration 65Q: 3 clusters Score -749990.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -749991.750000 Penalty: 2829.717041
	Iteration 66Q: 3 clusters Score -749991.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -749995.000000 Penalty: 2829.717041
	Iteration 67Q: 3 clusters Score -749995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -749998.312500 Penalty: 2829.717041
	Iteration 68Q: 3 clusters Score -749998.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -749999.812500 Penalty: 2829.717041
	Iteration 69Q: 3 clusters Score -749999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -750002.375000 Penalty: 2829.717041
	Iteration 70Q: 3 clusters Score -750002.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -750002.187500 Penalty: 2829.717041
	Iteration 71Q: 3 clusters Score -750002.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -750003.125000 Penalty: 2829.717041
	Iteration 72Q: 3 clusters Score -750003.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -750003.437500 Penalty: 2829.717041
	Iteration 73Q: 3 clusters Score -750003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -750005.562500 Penalty: 2829.717041
	Iteration 74Q: 3 clusters Score -750005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -750006.875000 Penalty: 2829.717041
	Iteration 75Q: 3 clusters Score -750006.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -750006.625000 Penalty: 2829.717041
	Iteration 76Q: 3 clusters Score -750006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -750009.125000 Penalty: 2829.717041
	Iteration 77Q: 3 clusters Score -750009.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -750010.750000 Penalty: 2829.717041
	Iteration 78Q: 3 clusters Score -750010.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -750013.937500 Penalty: 2829.717041
	Iteration 79Q: 3 clusters Score -750013.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -750015.937500 Penalty: 2829.717041
	Iteration 80F: 3 clusters Score -750015.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -750019.875000 Penalty: 2829.717041
	Iteration 81Q: 3 clusters Score -750019.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -750023.500000 Penalty: 2829.717041
	Iteration 82Q: 3 clusters Score -750023.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -750026.500000 Penalty: 2829.717041
	Iteration 83Q: 3 clusters Score -750026.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -750029.125000 Penalty: 2829.717041
	Iteration 84Q: 3 clusters Score -750029.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -750029.812500 Penalty: 2829.717041
	Iteration 85Q: 3 clusters Score -750029.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -750031.562500 Penalty: 2829.717041
	Iteration 86Q: 3 clusters Score -750031.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -750034.125000 Penalty: 2829.717041
	Iteration 87Q: 3 clusters Score -750034.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -750036.562500 Penalty: 2829.717041
	Iteration 88Q: 3 clusters Score -750036.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -750037.437500 Penalty: 2829.717041
	Iteration 89Q: 3 clusters Score -750037.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -750037.187500 Penalty: 2829.717041
	Iteration 90Q: 3 clusters Score -750037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -750037.937500 Penalty: 2829.717041
	Iteration 91Q: 3 clusters Score -750037.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -750037.875000 Penalty: 2829.717041
	Iteration 92Q: 3 clusters Score -750037.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -750038.687500 Penalty: 2829.717041
	Iteration 93Q: 3 clusters Score -750038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -750038.750000 Penalty: 2829.717041
	Iteration 94Q: 3 clusters Score -750038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -750039.125000 Penalty: 2829.717041
	Iteration 95Q: 3 clusters Score -750039.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -750039.562500 Penalty: 2829.717041
	Iteration 96Q: 3 clusters Score -750039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -750040.187500 Penalty: 2829.717041
	Iteration 97Q: 3 clusters Score -750040.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -750040.625000 Penalty: 2829.717041
	Iteration 98Q: 3 clusters Score -750040.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -750041.250000 Penalty: 2829.717041
	Iteration 99Q: 3 clusters Score -750041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -750040.937500 Penalty: 2829.717041
	Iteration 100F: 3 clusters Score -750040.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -167916.343750 Penalty: 1175.671021
	Iteration 0F: 2 clusters Score -167916.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -166222.250000 Penalty: 2351.342041
	Iteration 0F: 3 clusters Score -166222.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -166550.203125 Penalty: 2351.342041
	Iteration 1F: 3 clusters Score -166550.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -166632.578125 Penalty: 2351.342041
	Iteration 2F: 3 clusters Score -166632.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -166702.421875 Penalty: 2351.342041
	Iteration 3Q: 3 clusters Score -166702.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -166765.250000 Penalty: 2351.342041
	Iteration 4Q: 3 clusters Score -166765.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -166805.968750 Penalty: 2351.342041
	Iteration 5Q: 3 clusters Score -166806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -166829.000000 Penalty: 2351.342041
	Iteration 6Q: 3 clusters Score -166829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -166848.390625 Penalty: 2351.342041
	Iteration 7Q: 3 clusters Score -166848.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166858.250000 Penalty: 2351.342041
	Iteration 8Q: 3 clusters Score -166858.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -166862.515625 Penalty: 2351.342041
	Iteration 9Q: 3 clusters Score -166862.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -166866.312500 Penalty: 2351.342041
	Iteration 10Q: 3 clusters Score -166866.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -166870.421875 Penalty: 2351.342041
	Iteration 11Q: 3 clusters Score -166870.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -166874.937500 Penalty: 2351.342041
	Iteration 12Q: 3 clusters Score -166874.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -166877.656250 Penalty: 2351.342041
	Iteration 13Q: 3 clusters Score -166877.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -166878.875000 Penalty: 2351.342041
	Iteration 14Q: 3 clusters Score -166878.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -166879.546875 Penalty: 2351.342041
	Iteration 15Q: 3 clusters Score -166879.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -166879.734375 Penalty: 2351.342041
	Iteration 16Q: 3 clusters Score -166879.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -166881.343750 Penalty: 2351.342041
	Iteration 17Q: 3 clusters Score -166881.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -166886.062500 Penalty: 2351.342041
	Iteration 18Q: 3 clusters Score -166886.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -166890.890625 Penalty: 2351.342041
	Iteration 19Q: 3 clusters Score -166890.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -166893.125000 Penalty: 2351.342041
	Iteration 20F: 3 clusters Score -166893.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166894.234375 Penalty: 2351.342041
	Iteration 21Q: 3 clusters Score -166894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -166895.187500 Penalty: 2351.342041
	Iteration 22Q: 3 clusters Score -166895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -166895.546875 Penalty: 2351.342041
	Iteration 23Q: 3 clusters Score -166895.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -166895.546875 Penalty: 2351.342041
	Iteration 24F: 3 clusters Score -166895.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -152980.265625 Penalty: 1164.267090
	Iteration 0F: 2 clusters Score -152980.3 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 638 members 
Entering Unmasked Estep 
Score: -151378.437500 Penalty: 2328.534180
	Iteration 0F: 3 clusters Score -151378.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -151694.218750 Penalty: 2328.534180
	Iteration 1F: 3 clusters Score -151694.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -151801.875000 Penalty: 2328.534180
	Iteration 2F: 3 clusters Score -151801.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -151859.593750 Penalty: 2328.534180
	Iteration 3Q: 3 clusters Score -151859.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -151909.140625 Penalty: 2328.534180
	Iteration 4Q: 3 clusters Score -151909.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -151957.515625 Penalty: 2328.534180
	Iteration 5Q: 3 clusters Score -151957.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -151989.984375 Penalty: 2328.534180
	Iteration 6Q: 3 clusters Score -151990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -152021.046875 Penalty: 2328.534180
	Iteration 7Q: 3 clusters Score -152021 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -152041.750000 Penalty: 2328.534180
	Iteration 8Q: 3 clusters Score -152041.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -152056.718750 Penalty: 2328.534180
	Iteration 9Q: 3 clusters Score -152056.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -152071.859375 Penalty: 2328.534180
	Iteration 10Q: 3 clusters Score -152071.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -152091.500000 Penalty: 2328.534180
	Iteration 11Q: 3 clusters Score -152091.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -152117.531250 Penalty: 2328.534180
	Iteration 12Q: 3 clusters Score -152117.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152176.734375 Penalty: 2328.534180
	Iteration 13Q: 3 clusters Score -152176.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152233.921875 Penalty: 2328.534180
	Iteration 14Q: 3 clusters Score -152233.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -152308.046875 Penalty: 2328.534180
	Iteration 15Q: 3 clusters Score -152308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -152384.062500 Penalty: 2328.534180
	Iteration 16Q: 3 clusters Score -152384.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -152445.453125 Penalty: 2328.534180
	Iteration 17Q: 3 clusters Score -152445.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -152525.718750 Penalty: 2328.534180
	Iteration 18Q: 3 clusters Score -152525.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -152622.390625 Penalty: 2328.534180
	Iteration 19Q: 3 clusters Score -152622.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -152694.515625 Penalty: 2328.534180
	Iteration 20F: 3 clusters Score -152694.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -152784.328125 Penalty: 2328.534180
	Iteration 21Q: 3 clusters Score -152784.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -152881.234375 Penalty: 2328.534180
	Iteration 22Q: 3 clusters Score -152881.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152923.765625 Penalty: 2328.534180
	Iteration 23Q: 3 clusters Score -152923.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -152948.468750 Penalty: 2328.534180
	Iteration 24Q: 3 clusters Score -152948.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -152953.328125 Penalty: 2328.534180
	Iteration 25Q: 3 clusters Score -152953.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -152953.328125 Penalty: 2328.534180
	Iteration 26F: 3 clusters Score -152953.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Entering Unmasked Estep 
Score: -1320731.375000 Penalty: 1506.974854
	Iteration 0F: 2 clusters Score -1320731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1313153.875000 Penalty: 3013.949707
	Iteration 0F: 3 clusters Score -1313154 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1315555.250000 Penalty: 3013.949707
	Iteration 1F: 3 clusters Score -1315555 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1315810.625000 Penalty: 3013.949707
	Iteration 2F: 3 clusters Score -1315811 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1315998.250000 Penalty: 3013.949707
	Iteration 3Q: 3 clusters Score -1315998 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1316148.750000 Penalty: 3013.949707
	Iteration 4Q: 3 clusters Score -1316149 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1316281.500000 Penalty: 3013.949707
	Iteration 5Q: 3 clusters Score -1316282 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1316435.625000 Penalty: 3013.949707
	Iteration 6Q: 3 clusters Score -1316436 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1316604.500000 Penalty: 3013.949707
	Iteration 7Q: 3 clusters Score -1316604 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1316841.125000 Penalty: 3013.949707
	Iteration 8Q: 3 clusters Score -1316841 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1317126.375000 Penalty: 3013.949707
	Iteration 9Q: 3 clusters Score -1317126 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1317487.250000 Penalty: 3013.949707
	Iteration 10F: 3 clusters Score -1317487 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1317890.000000 Penalty: 3013.949707
	Iteration 11F: 3 clusters Score -1317890 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1318276.875000 Penalty: 3013.949707
	Iteration 12Q: 3 clusters Score -1318277 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -1318628.125000 Penalty: 3013.949707
	Iteration 13Q: 3 clusters Score -1318628 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1318911.750000 Penalty: 3013.949707
	Iteration 14Q: 3 clusters Score -1318912 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1319124.750000 Penalty: 3013.949707
	Iteration 15Q: 3 clusters Score -1319125 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1319248.875000 Penalty: 3013.949707
	Iteration 16Q: 3 clusters Score -1319249 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1319330.875000 Penalty: 3013.949707
	Iteration 17Q: 3 clusters Score -1319331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1319377.000000 Penalty: 3013.949707
	Iteration 18Q: 3 clusters Score -1319377 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1319416.625000 Penalty: 3013.949707
	Iteration 19Q: 3 clusters Score -1319417 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1319449.000000 Penalty: 3013.949707
	Iteration 20F: 3 clusters Score -1319449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1319462.000000 Penalty: 3013.949707
	Iteration 21Q: 3 clusters Score -1319462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1319473.500000 Penalty: 3013.949707
	Iteration 22Q: 3 clusters Score -1319474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1319477.625000 Penalty: 3013.949707
	Iteration 23Q: 3 clusters Score -1319478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1319484.875000 Penalty: 3013.949707
	Iteration 24Q: 3 clusters Score -1319485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1319490.000000 Penalty: 3013.949707
	Iteration 25Q: 3 clusters Score -1319490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1319490.000000 Penalty: 3013.949707
	Iteration 26F: 3 clusters Score -1319490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Entering Unmasked Estep 
Score: -233246.859375 Penalty: 1227.664551
	Iteration 0F: 2 clusters Score -233246.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -231212.328125 Penalty: 2455.329102
	Iteration 0F: 3 clusters Score -231212.3 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -231640.281250 Penalty: 2455.329102
	Iteration 1F: 3 clusters Score -231640.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -231753.781250 Penalty: 2455.329102
	Iteration 2F: 3 clusters Score -231753.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -231842.781250 Penalty: 2455.329102
	Iteration 3F: 3 clusters Score -231842.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -231914.390625 Penalty: 2455.329102
	Iteration 4Q: 3 clusters Score -231914.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -231954.312500 Penalty: 2455.329102
	Iteration 5Q: 3 clusters Score -231954.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -231981.312500 Penalty: 2455.329102
	Iteration 6Q: 3 clusters Score -231981.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -232003.890625 Penalty: 2455.329102
	Iteration 7Q: 3 clusters Score -232003.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -232012.484375 Penalty: 2455.329102
	Iteration 8Q: 3 clusters Score -232012.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -232017.031250 Penalty: 2455.329102
	Iteration 9Q: 3 clusters Score -232017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -232019.390625 Penalty: 2455.329102
	Iteration 10Q: 3 clusters Score -232019.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -232022.921875 Penalty: 2455.329102
	Iteration 11Q: 3 clusters Score -232022.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -232025.750000 Penalty: 2455.329102
	Iteration 12Q: 3 clusters Score -232025.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -232028.062500 Penalty: 2455.329102
	Iteration 13Q: 3 clusters Score -232028.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -232031.781250 Penalty: 2455.329102
	Iteration 14Q: 3 clusters Score -232031.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -232036.671875 Penalty: 2455.329102
	Iteration 15Q: 3 clusters Score -232036.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -232041.171875 Penalty: 2455.329102
	Iteration 16Q: 3 clusters Score -232041.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -232049.437500 Penalty: 2455.329102
	Iteration 17Q: 3 clusters Score -232049.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -232056.375000 Penalty: 2455.329102
	Iteration 18Q: 3 clusters Score -232056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -232064.812500 Penalty: 2455.329102
	Iteration 19Q: 3 clusters Score -232064.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -232071.046875 Penalty: 2455.329102
	Iteration 20F: 3 clusters Score -232071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -232077.343750 Penalty: 2455.329102
	Iteration 21Q: 3 clusters Score -232077.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -232081.156250 Penalty: 2455.329102
	Iteration 22Q: 3 clusters Score -232081.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -232084.140625 Penalty: 2455.329102
	Iteration 23Q: 3 clusters Score -232084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -232085.734375 Penalty: 2455.329102
	Iteration 24Q: 3 clusters Score -232085.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -232087.437500 Penalty: 2455.329102
	Iteration 25Q: 3 clusters Score -232087.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -232088.968750 Penalty: 2455.329102
	Iteration 26Q: 3 clusters Score -232089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -232089.281250 Penalty: 2455.329102
	Iteration 27Q: 3 clusters Score -232089.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -232090.296875 Penalty: 2455.329102
	Iteration 28Q: 3 clusters Score -232090.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -232091.750000 Penalty: 2455.329102
	Iteration 29Q: 3 clusters Score -232091.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -232092.359375 Penalty: 2455.329102
	Iteration 30Q: 3 clusters Score -232092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -232093.812500 Penalty: 2455.329102
	Iteration 31Q: 3 clusters Score -232093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -232095.890625 Penalty: 2455.329102
	Iteration 32Q: 3 clusters Score -232095.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -232096.796875 Penalty: 2455.329102
	Iteration 33Q: 3 clusters Score -232096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -232097.609375 Penalty: 2455.329102
	Iteration 34Q: 3 clusters Score -232097.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -232099.500000 Penalty: 2455.329102
	Iteration 35Q: 3 clusters Score -232099.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -232099.703125 Penalty: 2455.329102
	Iteration 36Q: 3 clusters Score -232099.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -232100.656250 Penalty: 2455.329102
	Iteration 37Q: 3 clusters Score -232100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -232100.656250 Penalty: 2455.329102
	Iteration 38F: 3 clusters Score -232100.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Entering Unmasked Estep 
Score: -798998.187500 Penalty: 1427.451172
	Iteration 0F: 2 clusters Score -798998.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -794028.500000 Penalty: 2854.902344
	Iteration 0F: 3 clusters Score -794028.5 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -795446.375000 Penalty: 2854.902344
	Iteration 1F: 3 clusters Score -795446.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -795686.000000 Penalty: 2854.902344
	Iteration 2F: 3 clusters Score -795686 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -795915.000000 Penalty: 2854.902344
	Iteration 3F: 3 clusters Score -795915 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -796124.437500 Penalty: 2854.902344
	Iteration 4F: 3 clusters Score -796124.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -796361.625000 Penalty: 2854.902344
	Iteration 5F: 3 clusters Score -796361.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -796645.562500 Penalty: 2854.902344
	Iteration 6F: 3 clusters Score -796645.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -796942.500000 Penalty: 2854.902344
	Iteration 7F: 3 clusters Score -796942.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -797277.875000 Penalty: 2854.902344
	Iteration 8F: 3 clusters Score -797277.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -797561.937500 Penalty: 2854.902344
	Iteration 9Q: 3 clusters Score -797561.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -797793.812500 Penalty: 2854.902344
	Iteration 10Q: 3 clusters Score -797793.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -797973.000000 Penalty: 2854.902344
	Iteration 11Q: 3 clusters Score -797973 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -798105.375000 Penalty: 2854.902344
	Iteration 12Q: 3 clusters Score -798105.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -798187.437500 Penalty: 2854.902344
	Iteration 13Q: 3 clusters Score -798187.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -798235.312500 Penalty: 2854.902344
	Iteration 14Q: 3 clusters Score -798235.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -798261.062500 Penalty: 2854.902344
	Iteration 15Q: 3 clusters Score -798261.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -798279.000000 Penalty: 2854.902344
	Iteration 16Q: 3 clusters Score -798279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -798294.812500 Penalty: 2854.902344
	Iteration 17Q: 3 clusters Score -798294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -798302.625000 Penalty: 2854.902344
	Iteration 18Q: 3 clusters Score -798302.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -798304.062500 Penalty: 2854.902344
	Iteration 19Q: 3 clusters Score -798304.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -798304.875000 Penalty: 2854.902344
	Iteration 20F: 3 clusters Score -798304.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -798306.125000 Penalty: 2854.902344
	Iteration 21Q: 3 clusters Score -798306.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -798307.437500 Penalty: 2854.902344
	Iteration 22Q: 3 clusters Score -798307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -798308.562500 Penalty: 2854.902344
	Iteration 23Q: 3 clusters Score -798308.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -798309.312500 Penalty: 2854.902344
	Iteration 24Q: 3 clusters Score -798309.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -798310.062500 Penalty: 2854.902344
	Iteration 25Q: 3 clusters Score -798310.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -798310.500000 Penalty: 2854.902344
	Iteration 26Q: 3 clusters Score -798310.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -798310.500000 Penalty: 2854.902344
	Iteration 27F: 3 clusters Score -798310.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -384832.031250 Penalty: 1321.182495
	Iteration 0F: 2 clusters Score -384832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -381891.437500 Penalty: 2642.364990
	Iteration 0F: 3 clusters Score -381891.4 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -382739.156250 Penalty: 2642.364990
	Iteration 1F: 3 clusters Score -382739.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -383063.437500 Penalty: 2642.364990
	Iteration 2F: 3 clusters Score -383063.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -383396.875000 Penalty: 2642.364990
	Iteration 3F: 3 clusters Score -383396.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -383580.281250 Penalty: 2642.364990
	Iteration 4F: 3 clusters Score -383580.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -383700.125000 Penalty: 2642.364990
	Iteration 5Q: 3 clusters Score -383700.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -383815.750000 Penalty: 2642.364990
	Iteration 6Q: 3 clusters Score -383815.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -383893.312500 Penalty: 2642.364990
	Iteration 7Q: 3 clusters Score -383893.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -383955.531250 Penalty: 2642.364990
	Iteration 8Q: 3 clusters Score -383955.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -383998.250000 Penalty: 2642.364990
	Iteration 9Q: 3 clusters Score -383998.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -384030.843750 Penalty: 2642.364990
	Iteration 10Q: 3 clusters Score -384030.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -384053.218750 Penalty: 2642.364990
	Iteration 11Q: 3 clusters Score -384053.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -384066.250000 Penalty: 2642.364990
	Iteration 12Q: 3 clusters Score -384066.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -384072.968750 Penalty: 2642.364990
	Iteration 13Q: 3 clusters Score -384073 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -384075.875000 Penalty: 2642.364990
	Iteration 14Q: 3 clusters Score -384075.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -384079.187500 Penalty: 2642.364990
	Iteration 15Q: 3 clusters Score -384079.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -384084.343750 Penalty: 2642.364990
	Iteration 16Q: 3 clusters Score -384084.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -384087.468750 Penalty: 2642.364990
	Iteration 17Q: 3 clusters Score -384087.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -384088.187500 Penalty: 2642.364990
	Iteration 18Q: 3 clusters Score -384088.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -384089.750000 Penalty: 2642.364990
	Iteration 19Q: 3 clusters Score -384089.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -384091.906250 Penalty: 2642.364990
	Iteration 20F: 3 clusters Score -384091.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -384092.156250 Penalty: 2642.364990
	Iteration 21Q: 3 clusters Score -384092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -384092.156250 Penalty: 2642.364990
	Iteration 22F: 3 clusters Score -384092.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Entering Unmasked Estep 
Score: -198219.390625 Penalty: 1199.494019
	Iteration 0F: 2 clusters Score -198219.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -196390.515625 Penalty: 2398.988037
	Iteration 0F: 3 clusters Score -196390.5 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -196737.812500 Penalty: 2398.988037
	Iteration 1F: 3 clusters Score -196737.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -196824.531250 Penalty: 2398.988037
	Iteration 2F: 3 clusters Score -196824.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -196885.890625 Penalty: 2398.988037
	Iteration 3Q: 3 clusters Score -196885.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -196933.656250 Penalty: 2398.988037
	Iteration 4Q: 3 clusters Score -196933.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -196979.234375 Penalty: 2398.988037
	Iteration 5Q: 3 clusters Score -196979.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -197013.046875 Penalty: 2398.988037
	Iteration 6Q: 3 clusters Score -197013 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -197048.156250 Penalty: 2398.988037
	Iteration 7Q: 3 clusters Score -197048.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -197083.390625 Penalty: 2398.988037
	Iteration 8Q: 3 clusters Score -197083.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -197116.859375 Penalty: 2398.988037
	Iteration 9Q: 3 clusters Score -197116.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -197141.593750 Penalty: 2398.988037
	Iteration 10Q: 3 clusters Score -197141.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -197169.015625 Penalty: 2398.988037
	Iteration 11Q: 3 clusters Score -197169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -197191.171875 Penalty: 2398.988037
	Iteration 12Q: 3 clusters Score -197191.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -197209.609375 Penalty: 2398.988037
	Iteration 13Q: 3 clusters Score -197209.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -197233.859375 Penalty: 2398.988037
	Iteration 14Q: 3 clusters Score -197233.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -197254.578125 Penalty: 2398.988037
	Iteration 15Q: 3 clusters Score -197254.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -197275.125000 Penalty: 2398.988037
	Iteration 16Q: 3 clusters Score -197275.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -197299.812500 Penalty: 2398.988037
	Iteration 17Q: 3 clusters Score -197299.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -197323.062500 Penalty: 2398.988037
	Iteration 18Q: 3 clusters Score -197323.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -197334.156250 Penalty: 2398.988037
	Iteration 19Q: 3 clusters Score -197334.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -197346.125000 Penalty: 2398.988037
	Iteration 20F: 3 clusters Score -197346.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -197353.390625 Penalty: 2398.988037
	Iteration 21Q: 3 clusters Score -197353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -197360.109375 Penalty: 2398.988037
	Iteration 22Q: 3 clusters Score -197360.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -197367.156250 Penalty: 2398.988037
	Iteration 23Q: 3 clusters Score -197367.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -197374.218750 Penalty: 2398.988037
	Iteration 24Q: 3 clusters Score -197374.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -197383.671875 Penalty: 2398.988037
	Iteration 25Q: 3 clusters Score -197383.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -197399.593750 Penalty: 2398.988037
	Iteration 26Q: 3 clusters Score -197399.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -197411.703125 Penalty: 2398.988037
	Iteration 27Q: 3 clusters Score -197411.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -197422.640625 Penalty: 2398.988037
	Iteration 28Q: 3 clusters Score -197422.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -197436.156250 Penalty: 2398.988037
	Iteration 29Q: 3 clusters Score -197436.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -197450.312500 Penalty: 2398.988037
	Iteration 30Q: 3 clusters Score -197450.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -197464.218750 Penalty: 2398.988037
	Iteration 31Q: 3 clusters Score -197464.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -197484.296875 Penalty: 2398.988037
	Iteration 32Q: 3 clusters Score -197484.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -197503.750000 Penalty: 2398.988037
	Iteration 33Q: 3 clusters Score -197503.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -197518.859375 Penalty: 2398.988037
	Iteration 34Q: 3 clusters Score -197518.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -197530.515625 Penalty: 2398.988037
	Iteration 35Q: 3 clusters Score -197530.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -197543.718750 Penalty: 2398.988037
	Iteration 36Q: 3 clusters Score -197543.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -197568.468750 Penalty: 2398.988037
	Iteration 37Q: 3 clusters Score -197568.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -197598.250000 Penalty: 2398.988037
	Iteration 38Q: 3 clusters Score -197598.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -197627.328125 Penalty: 2398.988037
	Iteration 39Q: 3 clusters Score -197627.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -197661.593750 Penalty: 2398.988037
	Iteration 40F: 3 clusters Score -197661.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -197703.421875 Penalty: 2398.988037
	Iteration 41Q: 3 clusters Score -197703.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -197726.671875 Penalty: 2398.988037
	Iteration 42Q: 3 clusters Score -197726.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -197737.203125 Penalty: 2398.988037
	Iteration 43Q: 3 clusters Score -197737.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -197745.875000 Penalty: 2398.988037
	Iteration 44Q: 3 clusters Score -197745.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -197756.343750 Penalty: 2398.988037
	Iteration 45Q: 3 clusters Score -197756.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -197764.687500 Penalty: 2398.988037
	Iteration 46Q: 3 clusters Score -197764.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -197768.093750 Penalty: 2398.988037
	Iteration 47Q: 3 clusters Score -197768.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -197768.093750 Penalty: 2398.988037
	Iteration 48F: 3 clusters Score -197768.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (69794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69794 members 
Entering Unmasked Estep 
Score: -8642517.000000 Penalty: 1812.411743
	Iteration 0F: 2 clusters Score -8642517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -8595992.000000 Penalty: 3624.823486
	Iteration 0F: 3 clusters Score -8595992 nChanged 32957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -8614687.000000 Penalty: 3624.823486
	Iteration 1F: 3 clusters Score -8614687 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -8615093.000000 Penalty: 3624.823486
	Iteration 2Q: 3 clusters Score -8615093 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -8615603.000000 Penalty: 3624.823486
	Iteration 3Q: 3 clusters Score -8615603 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
Score: -8616180.000000 Penalty: 3624.823486
	Iteration 4Q: 3 clusters Score -8616180 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -8616822.000000 Penalty: 3624.823486
	Iteration 5Q: 3 clusters Score -8616822 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -8617540.000000 Penalty: 3624.823486
	Iteration 6Q: 3 clusters Score -8617540 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -8618652.000000 Penalty: 3624.823486
	Iteration 7Q: 3 clusters Score -8618652 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -8620309.000000 Penalty: 3624.823486
	Iteration 8Q: 3 clusters Score -8620309 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -8622726.000000 Penalty: 3624.823486
	Iteration 9F: 3 clusters Score -8622726 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 54428 members 
Entering Unmasked Estep 
Score: -8626408.000000 Penalty: 3624.823486
	Iteration 10F: 3 clusters Score -8626408 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 59789 members 
Entering Unmasked Estep 
Score: -8631148.000000 Penalty: 3624.823486
	Iteration 11F: 3 clusters Score -8631148 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -8635779.000000 Penalty: 3624.823486
	Iteration 12F: 3 clusters Score -8635779 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 67586 members 
Entering Unmasked Estep 
Score: -8638787.000000 Penalty: 3624.823486
	Iteration 13Q: 3 clusters Score -8638787 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 68982 members 
Entering Unmasked Estep 
Score: -8640139.000000 Penalty: 3624.823486
	Iteration 14Q: 3 clusters Score -8640139 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 69454 members 
Entering Unmasked Estep 
Score: -8640604.000000 Penalty: 3624.823486
	Iteration 15Q: 3 clusters Score -8640604 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -8640737.000000 Penalty: 3624.823486
	Iteration 16Q: 3 clusters Score -8640737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -8640805.000000 Penalty: 3624.823486
	Iteration 17Q: 3 clusters Score -8640805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 69640 members 
Entering Unmasked Estep 
Score: -8640853.000000 Penalty: 3624.823486
	Iteration 18Q: 3 clusters Score -8640853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 69645 members 
Entering Unmasked Estep 
Score: -8640868.000000 Penalty: 3624.823486
	Iteration 19Q: 3 clusters Score -8640868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 69652 members 
Entering Unmasked Estep 
Score: -8640881.000000 Penalty: 3624.823486
	Iteration 20F: 3 clusters Score -8640881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 69654 members 
Entering Unmasked Estep 
Score: -8640894.000000 Penalty: 3624.823486
	Iteration 21Q: 3 clusters Score -8640894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -8640896.000000 Penalty: 3624.823486
	Iteration 22Q: 3 clusters Score -8640896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 69656 members 
Entering Unmasked Estep 
Score: -8640900.000000 Penalty: 3624.823486
	Iteration 23Q: 3 clusters Score -8640900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 69658 members 
Entering Unmasked Estep 
Score: -8640904.000000 Penalty: 3624.823486
	Iteration 24Q: 3 clusters Score -8640904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -8640904.000000 Penalty: 3624.823486
	Iteration 25Q: 3 clusters Score -8640904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -8640904.000000 Penalty: 3624.823486
	Iteration 26F: 3 clusters Score -8640904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Entering Unmasked Estep 
Score: -1815710.375000 Penalty: 1559.738037
	Iteration 0F: 2 clusters Score -1815710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1805534.750000 Penalty: 3119.476074
	Iteration 0F: 3 clusters Score -1805535 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1809398.500000 Penalty: 3119.476074
	Iteration 1F: 3 clusters Score -1809398 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1809850.000000 Penalty: 3119.476074
	Iteration 2F: 3 clusters Score -1809850 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1810253.750000 Penalty: 3119.476074
	Iteration 3F: 3 clusters Score -1810254 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1810672.250000 Penalty: 3119.476074
	Iteration 4F: 3 clusters Score -1810672 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1811122.375000 Penalty: 3119.476074
	Iteration 5F: 3 clusters Score -1811122 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1811551.875000 Penalty: 3119.476074
	Iteration 6F: 3 clusters Score -1811552 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1811995.250000 Penalty: 3119.476074
	Iteration 7Q: 3 clusters Score -1811995 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1812445.000000 Penalty: 3119.476074
	Iteration 8Q: 3 clusters Score -1812445 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1812857.125000 Penalty: 3119.476074
	Iteration 9Q: 3 clusters Score -1812857 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1813210.375000 Penalty: 3119.476074
	Iteration 10Q: 3 clusters Score -1813210 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1813492.500000 Penalty: 3119.476074
	Iteration 11Q: 3 clusters Score -1813492 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1813716.500000 Penalty: 3119.476074
	Iteration 12Q: 3 clusters Score -1813716 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1813911.250000 Penalty: 3119.476074
	Iteration 13Q: 3 clusters Score -1813911 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1814066.500000 Penalty: 3119.476074
	Iteration 14Q: 3 clusters Score -1814066 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1814176.750000 Penalty: 3119.476074
	Iteration 15Q: 3 clusters Score -1814177 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1814228.500000 Penalty: 3119.476074
	Iteration 16Q: 3 clusters Score -1814228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1814271.125000 Penalty: 3119.476074
	Iteration 17Q: 3 clusters Score -1814271 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1814300.875000 Penalty: 3119.476074
	Iteration 18Q: 3 clusters Score -1814301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1814320.000000 Penalty: 3119.476074
	Iteration 19Q: 3 clusters Score -1814320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1814339.000000 Penalty: 3119.476074
	Iteration 20F: 3 clusters Score -1814339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1814362.125000 Penalty: 3119.476074
	Iteration 21Q: 3 clusters Score -1814362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1814382.625000 Penalty: 3119.476074
	Iteration 22Q: 3 clusters Score -1814383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1814392.250000 Penalty: 3119.476074
	Iteration 23Q: 3 clusters Score -1814392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1814395.375000 Penalty: 3119.476074
	Iteration 24Q: 3 clusters Score -1814395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -1814402.375000 Penalty: 3119.476074
	Iteration 25Q: 3 clusters Score -1814402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1814407.375000 Penalty: 3119.476074
	Iteration 26Q: 3 clusters Score -1814407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1814410.625000 Penalty: 3119.476074
	Iteration 27Q: 3 clusters Score -1814411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1814413.250000 Penalty: 3119.476074
	Iteration 28Q: 3 clusters Score -1814413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1814415.125000 Penalty: 3119.476074
	Iteration 29Q: 3 clusters Score -1814415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1814415.625000 Penalty: 3119.476074
	Iteration 30Q: 3 clusters Score -1814416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1814419.125000 Penalty: 3119.476074
	Iteration 31Q: 3 clusters Score -1814419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1814419.875000 Penalty: 3119.476074
	Iteration 32Q: 3 clusters Score -1814420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1814421.250000 Penalty: 3119.476074
	Iteration 33Q: 3 clusters Score -1814421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1814422.875000 Penalty: 3119.476074
	Iteration 34Q: 3 clusters Score -1814423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1814422.500000 Penalty: 3119.476074
	Iteration 35Q: 3 clusters Score -1814422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1814426.250000 Penalty: 3119.476074
	Iteration 36Q: 3 clusters Score -1814426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1814424.750000 Penalty: 3119.476074
	Iteration 37Q: 3 clusters Score -1814425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1814425.125000 Penalty: 3119.476074
	Iteration 38Q: 3 clusters Score -1814425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -1814429.250000 Penalty: 3119.476074
	Iteration 39Q: 3 clusters Score -1814429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1814429.125000 Penalty: 3119.476074
	Iteration 40F: 3 clusters Score -1814429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1814430.625000 Penalty: 3119.476074
	Iteration 41Q: 3 clusters Score -1814431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1814433.750000 Penalty: 3119.476074
	Iteration 42Q: 3 clusters Score -1814434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1814434.000000 Penalty: 3119.476074
	Iteration 43Q: 3 clusters Score -1814434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1814434.000000 Penalty: 3119.476074
	Iteration 44F: 3 clusters Score -1814434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1113 members 
Mstep: Class 3 contains 10109 members 
Mstep: Class 4 contains 4419 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 46746 members 
Mstep: Class 8 contains 3850 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 767 members 
Mstep: Class 14 contains 13721 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 9214 members 
Mstep: Class 17 contains 60674 members 
Mstep: Class 18 contains 1958 members 
Mstep: Class 19 contains 7900 members 
Mstep: Class 20 contains 34416 members 
Mstep: Class 21 contains 31743 members 
Mstep: Class 22 contains 7943 members 
Mstep: Class 23 contains 1574 members 
Mstep: Class 24 contains 6044 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 10654 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 6531 members 
Mstep: Class 30 contains 3396 members 
Mstep: Class 31 contains 1606 members 
Mstep: Class 32 contains 69794 members 
Mstep: Class 33 contains 14741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48241208.000000 Penalty: 79683.648438
Iteration 79Q: 39 clusters Score -4.824121e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1219 members 
Mstep: Class 3 contains 10106 members 
Mstep: Class 4 contains 4423 members 
Mstep: Class 5 contains 7978 members 
Mstep: Class 6 contains 2208 members 
Mstep: Class 7 contains 46743 members 
Mstep: Class 8 contains 4030 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 3135 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 790 members 
Mstep: Class 14 contains 13709 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 9230 members 
Mstep: Class 17 contains 60667 members 
Mstep: Class 18 contains 1944 members 
Mstep: Class 19 contains 7937 members 
Mstep: Class 20 contains 34405 members 
Mstep: Class 21 contains 31707 members 
Mstep: Class 22 contains 7945 members 
Mstep: Class 23 contains 1635 members 
Mstep: Class 24 contains 6041 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1293 members 
Mstep: Class 27 contains 10670 members 
Mstep: Class 28 contains 1909 members 
Mstep: Class 29 contains 6507 members 
Mstep: Class 30 contains 3285 members 
Mstep: Class 31 contains 1648 members 
Mstep: Class 32 contains 69818 members 
Mstep: Class 33 contains 14694 members 
Mstep: Class 34 contains 3733 members 
Mstep: Class 35 contains 11433 members 
Mstep: Class 36 contains 1881 members 
Mstep: Class 37 contains 1588 members 
Mstep: Class 38 contains 1365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242368.000000 Penalty: 79683.648438
Iteration 80F: 39 clusters Score -4.824237e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 10100 members 
Mstep: Class 4 contains 4399 members 
Mstep: Class 5 contains 7988 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 46743 members 
Mstep: Class 8 contains 4078 members 
Mstep: Class 9 contains 3955 members 
Mstep: Class 10 contains 3015 members 
Mstep: Class 11 contains 3130 members 
Mstep: Class 12 contains 3566 members 
Mstep: Class 13 contains 802 members 
Mstep: Class 14 contains 13706 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 9263 members 
Mstep: Class 17 contains 60654 members 
Mstep: Class 18 contains 1897 members 
Mstep: Class 19 contains 7938 members 
Mstep: Class 20 contains 34397 members 
Mstep: Class 21 contains 31676 members 
Mstep: Class 22 contains 7951 members 
Mstep: Class 23 contains 1664 members 
Mstep: Class 24 contains 6037 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 10685 members 
Mstep: Class 28 contains 1909 members 
Mstep: Class 29 contains 6499 members 
Mstep: Class 30 contains 3189 members 
Mstep: Class 31 contains 1635 members 
Mstep: Class 32 contains 69820 members 
Mstep: Class 33 contains 14664 members 
Mstep: Class 34 contains 3695 members 
Mstep: Class 35 contains 11522 members 
Mstep: Class 36 contains 1929 members 
Mstep: Class 37 contains 1582 members 
Mstep: Class 38 contains 1398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48242940.000000 Penalty: 79683.648438
Iteration 81Q: 39 clusters Score -4.824294e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1249 members 
Mstep: Class 3 contains 10097 members 
Mstep: Class 4 contains 4400 members 
Mstep: Class 5 contains 7985 members 
Mstep: Class 6 contains 2192 members 
Mstep: Class 7 contains 46742 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 3951 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 3121 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 821 members 
Mstep: Class 14 contains 13703 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 9310 members 
Mstep: Class 17 contains 60641 members 
Mstep: Class 18 contains 1870 members 
Mstep: Class 19 contains 7948 members 
Mstep: Class 20 contains 34391 members 
Mstep: Class 21 contains 31649 members 
Mstep: Class 22 contains 7957 members 
Mstep: Class 23 contains 1673 members 
Mstep: Class 24 contains 6042 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 1290 members 
Mstep: Class 27 contains 10698 members 
Mstep: Class 28 contains 1908 members 
Mstep: Class 29 contains 6496 members 
Mstep: Class 30 contains 3136 members 
Mstep: Class 31 contains 1637 members 
Mstep: Class 32 contains 69822 members 
Mstep: Class 33 contains 14638 members 
Mstep: Class 34 contains 3661 members 
Mstep: Class 35 contains 11574 members 
Mstep: Class 36 contains 1952 members 
Mstep: Class 37 contains 1569 members 
Mstep: Class 38 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243228.000000 Penalty: 79683.648438
Iteration 82Q: 39 clusters Score -4.824323e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1259 members 
Mstep: Class 3 contains 10090 members 
Mstep: Class 4 contains 4404 members 
Mstep: Class 5 contains 7983 members 
Mstep: Class 6 contains 2190 members 
Mstep: Class 7 contains 46738 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 3951 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 3114 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 828 members 
Mstep: Class 14 contains 13698 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 9372 members 
Mstep: Class 17 contains 60633 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 19 contains 7965 members 
Mstep: Class 20 contains 34371 members 
Mstep: Class 21 contains 31633 members 
Mstep: Class 22 contains 7964 members 
Mstep: Class 23 contains 1673 members 
Mstep: Class 24 contains 6046 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1289 members 
Mstep: Class 27 contains 10710 members 
Mstep: Class 28 contains 1909 members 
Mstep: Class 29 contains 6499 members 
Mstep: Class 30 contains 3099 members 
Mstep: Class 31 contains 1635 members 
Mstep: Class 32 contains 69819 members 
Mstep: Class 33 contains 14617 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11594 members 
Mstep: Class 36 contains 1965 members 
Mstep: Class 37 contains 1553 members 
Mstep: Class 38 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243248.000000 Penalty: 79683.648438
Iteration 83Q: 39 clusters Score -4.824325e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1260 members 
Mstep: Class 3 contains 10086 members 
Mstep: Class 4 contains 4403 members 
Mstep: Class 5 contains 7988 members 
Mstep: Class 6 contains 2188 members 
Mstep: Class 7 contains 46730 members 
Mstep: Class 8 contains 4172 members 
Mstep: Class 9 contains 3954 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 3107 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 840 members 
Mstep: Class 14 contains 13687 members 
Mstep: Class 15 contains 2296 members 
Mstep: Class 16 contains 9407 members 
Mstep: Class 17 contains 60629 members 
Mstep: Class 18 contains 1828 members 
Mstep: Class 19 contains 7974 members 
Mstep: Class 20 contains 34362 members 
Mstep: Class 21 contains 31623 members 
Mstep: Class 22 contains 7970 members 
Mstep: Class 23 contains 1677 members 
Mstep: Class 24 contains 6047 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1289 members 
Mstep: Class 27 contains 10722 members 
Mstep: Class 28 contains 1909 members 
Mstep: Class 29 contains 6493 members 
Mstep: Class 30 contains 3072 members 
Mstep: Class 31 contains 1634 members 
Mstep: Class 32 contains 69818 members 
Mstep: Class 33 contains 14606 members 
Mstep: Class 34 contains 3640 members 
Mstep: Class 35 contains 11588 members 
Mstep: Class 36 contains 1972 members 
Mstep: Class 37 contains 1544 members 
Mstep: Class 38 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243432.000000 Penalty: 79683.648438
Iteration 84Q: 39 clusters Score -4.824343e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1262 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 7988 members 
Mstep: Class 6 contains 2184 members 
Mstep: Class 7 contains 46716 members 
Mstep: Class 8 contains 4201 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 3100 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 846 members 
Mstep: Class 14 contains 13680 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 9440 members 
Mstep: Class 17 contains 60618 members 
Mstep: Class 18 contains 1822 members 
Mstep: Class 19 contains 7988 members 
Mstep: Class 20 contains 34358 members 
Mstep: Class 21 contains 31614 members 
Mstep: Class 22 contains 7973 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 6046 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 1288 members 
Mstep: Class 27 contains 10731 members 
Mstep: Class 28 contains 1909 members 
Mstep: Class 29 contains 6488 members 
Mstep: Class 30 contains 3052 members 
Mstep: Class 31 contains 1634 members 
Mstep: Class 32 contains 69825 members 
Mstep: Class 33 contains 14596 members 
Mstep: Class 34 contains 3634 members 
Mstep: Class 35 contains 11590 members 
Mstep: Class 36 contains 1982 members 
Mstep: Class 37 contains 1532 members 
Mstep: Class 38 contains 1432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243432.000000 Penalty: 79683.648438
Iteration 85Q: 39 clusters Score -4.824343e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1263 members 
Mstep: Class 3 contains 10079 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7994 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 46710 members 
Mstep: Class 8 contains 4224 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 3090 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 849 members 
Mstep: Class 14 contains 13667 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 9467 members 
Mstep: Class 17 contains 60607 members 
Mstep: Class 18 contains 1811 members 
Mstep: Class 19 contains 8000 members 
Mstep: Class 20 contains 34355 members 
Mstep: Class 21 contains 31603 members 
Mstep: Class 22 contains 7972 members 
Mstep: Class 23 contains 1682 members 
Mstep: Class 24 contains 6049 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1287 members 
Mstep: Class 27 contains 10742 members 
Mstep: Class 28 contains 1909 members 
Mstep: Class 29 contains 6483 members 
Mstep: Class 30 contains 3038 members 
Mstep: Class 31 contains 1630 members 
Mstep: Class 32 contains 69834 members 
Mstep: Class 33 contains 14588 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11592 members 
Mstep: Class 36 contains 1994 members 
Mstep: Class 37 contains 1520 members 
Mstep: Class 38 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243528.000000 Penalty: 79683.648438
Iteration 86Q: 39 clusters Score -4.824353e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1264 members 
Mstep: Class 3 contains 10075 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 7997 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 46702 members 
Mstep: Class 8 contains 4237 members 
Mstep: Class 9 contains 3953 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 3076 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 854 members 
Mstep: Class 14 contains 13651 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 9489 members 
Mstep: Class 17 contains 60600 members 
Mstep: Class 18 contains 1800 members 
Mstep: Class 19 contains 8008 members 
Mstep: Class 20 contains 34354 members 
Mstep: Class 21 contains 31598 members 
Mstep: Class 22 contains 7973 members 
Mstep: Class 23 contains 1683 members 
Mstep: Class 24 contains 6052 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 1287 members 
Mstep: Class 27 contains 10758 members 
Mstep: Class 28 contains 1909 members 
Mstep: Class 29 contains 6478 members 
Mstep: Class 30 contains 3026 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69838 members 
Mstep: Class 33 contains 14582 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11594 members 
Mstep: Class 36 contains 2009 members 
Mstep: Class 37 contains 1514 members 
Mstep: Class 38 contains 1436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243484.000000 Penalty: 79683.648438
Iteration 87Q: 39 clusters Score -4.824348e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1265 members 
Mstep: Class 3 contains 10072 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 7999 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 46687 members 
Mstep: Class 8 contains 4244 members 
Mstep: Class 9 contains 3952 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 3069 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 857 members 
Mstep: Class 14 contains 13641 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 9515 members 
Mstep: Class 17 contains 60588 members 
Mstep: Class 18 contains 1789 members 
Mstep: Class 19 contains 8014 members 
Mstep: Class 20 contains 34356 members 
Mstep: Class 21 contains 31587 members 
Mstep: Class 22 contains 7975 members 
Mstep: Class 23 contains 1682 members 
Mstep: Class 24 contains 6058 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 1287 members 
Mstep: Class 27 contains 10774 members 
Mstep: Class 28 contains 1909 members 
Mstep: Class 29 contains 6474 members 
Mstep: Class 30 contains 3021 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69845 members 
Mstep: Class 33 contains 14577 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11597 members 
Mstep: Class 36 contains 2022 members 
Mstep: Class 37 contains 1511 members 
Mstep: Class 38 contains 1438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243532.000000 Penalty: 79683.648438
Iteration 88Q: 39 clusters Score -4.824353e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 10071 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 8007 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 46678 members 
Mstep: Class 8 contains 4249 members 
Mstep: Class 9 contains 3951 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 3062 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 859 members 
Mstep: Class 14 contains 13627 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 9536 members 
Mstep: Class 17 contains 60577 members 
Mstep: Class 18 contains 1783 members 
Mstep: Class 19 contains 8019 members 
Mstep: Class 20 contains 34354 members 
Mstep: Class 21 contains 31578 members 
Mstep: Class 22 contains 7979 members 
Mstep: Class 23 contains 1681 members 
Mstep: Class 24 contains 6068 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1287 members 
Mstep: Class 27 contains 10782 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 6470 members 
Mstep: Class 30 contains 3019 members 
Mstep: Class 31 contains 1631 members 
Mstep: Class 32 contains 69848 members 
Mstep: Class 33 contains 14572 members 
Mstep: Class 34 contains 3634 members 
Mstep: Class 35 contains 11597 members 
Mstep: Class 36 contains 2030 members 
Mstep: Class 37 contains 1507 members 
Mstep: Class 38 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243580.000000 Penalty: 79683.648438
Iteration 89Q: 39 clusters Score -4.824358e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10070 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 8017 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46664 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 3950 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 3059 members 
Mstep: Class 12 contains 3558 members 
Mstep: Class 13 contains 861 members 
Mstep: Class 14 contains 13612 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 9558 members 
Mstep: Class 17 contains 60572 members 
Mstep: Class 18 contains 1775 members 
Mstep: Class 19 contains 8023 members 
Mstep: Class 20 contains 34351 members 
Mstep: Class 21 contains 31570 members 
Mstep: Class 22 contains 7984 members 
Mstep: Class 23 contains 1682 members 
Mstep: Class 24 contains 6075 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1286 members 
Mstep: Class 27 contains 10789 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6470 members 
Mstep: Class 30 contains 3020 members 
Mstep: Class 31 contains 1632 members 
Mstep: Class 32 contains 69851 members 
Mstep: Class 33 contains 14561 members 
Mstep: Class 34 contains 3634 members 
Mstep: Class 35 contains 11602 members 
Mstep: Class 36 contains 2035 members 
Mstep: Class 37 contains 1503 members 
Mstep: Class 38 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243528.000000 Penalty: 79683.648438
Iteration 90Q: 39 clusters Score -4.824353e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10067 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 8023 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 46663 members 
Mstep: Class 8 contains 4259 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 3057 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 13598 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 9570 members 
Mstep: Class 17 contains 60569 members 
Mstep: Class 18 contains 1774 members 
Mstep: Class 19 contains 8027 members 
Mstep: Class 20 contains 34349 members 
Mstep: Class 21 contains 31566 members 
Mstep: Class 22 contains 7989 members 
Mstep: Class 23 contains 1683 members 
Mstep: Class 24 contains 6084 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1286 members 
Mstep: Class 27 contains 10795 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6469 members 
Mstep: Class 30 contains 3020 members 
Mstep: Class 31 contains 1630 members 
Mstep: Class 32 contains 69853 members 
Mstep: Class 33 contains 14552 members 
Mstep: Class 34 contains 3634 members 
Mstep: Class 35 contains 11606 members 
Mstep: Class 36 contains 2036 members 
Mstep: Class 37 contains 1496 members 
Mstep: Class 38 contains 1439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243472.000000 Penalty: 79683.648438
Iteration 91Q: 39 clusters Score -4.824347e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10065 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 8029 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 46659 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3055 members 
Mstep: Class 12 contains 3564 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 13579 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 9582 members 
Mstep: Class 17 contains 60572 members 
Mstep: Class 18 contains 1771 members 
Mstep: Class 19 contains 8033 members 
Mstep: Class 20 contains 34345 members 
Mstep: Class 21 contains 31562 members 
Mstep: Class 22 contains 7992 members 
Mstep: Class 23 contains 1685 members 
Mstep: Class 24 contains 6090 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10801 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6466 members 
Mstep: Class 30 contains 3015 members 
Mstep: Class 31 contains 1630 members 
Mstep: Class 32 contains 69856 members 
Mstep: Class 33 contains 14547 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11607 members 
Mstep: Class 36 contains 2039 members 
Mstep: Class 37 contains 1488 members 
Mstep: Class 38 contains 1440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243516.000000 Penalty: 79683.648438
Iteration 92Q: 39 clusters Score -4.824352e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 10061 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8041 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 46654 members 
Mstep: Class 8 contains 4277 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3056 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 13563 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 9594 members 
Mstep: Class 17 contains 60569 members 
Mstep: Class 18 contains 1770 members 
Mstep: Class 19 contains 8036 members 
Mstep: Class 20 contains 34340 members 
Mstep: Class 21 contains 31557 members 
Mstep: Class 22 contains 8001 members 
Mstep: Class 23 contains 1687 members 
Mstep: Class 24 contains 6092 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10808 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6463 members 
Mstep: Class 30 contains 3015 members 
Mstep: Class 31 contains 1630 members 
Mstep: Class 32 contains 69853 members 
Mstep: Class 33 contains 14546 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11607 members 
Mstep: Class 36 contains 2041 members 
Mstep: Class 37 contains 1480 members 
Mstep: Class 38 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243520.000000 Penalty: 79683.648438
Iteration 93Q: 39 clusters Score -4.824352e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 10058 members 
Mstep: Class 4 contains 4408 members 
Mstep: Class 5 contains 8055 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46650 members 
Mstep: Class 8 contains 4282 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3050 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 13544 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 9606 members 
Mstep: Class 17 contains 60563 members 
Mstep: Class 18 contains 1769 members 
Mstep: Class 19 contains 8036 members 
Mstep: Class 20 contains 34337 members 
Mstep: Class 21 contains 31551 members 
Mstep: Class 22 contains 8017 members 
Mstep: Class 23 contains 1689 members 
Mstep: Class 24 contains 6098 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10812 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6461 members 
Mstep: Class 30 contains 3012 members 
Mstep: Class 31 contains 1630 members 
Mstep: Class 32 contains 69845 members 
Mstep: Class 33 contains 14544 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11608 members 
Mstep: Class 36 contains 2045 members 
Mstep: Class 37 contains 1478 members 
Mstep: Class 38 contains 1443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243572.000000 Penalty: 79683.648438
Iteration 94Q: 39 clusters Score -4.824357e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 10057 members 
Mstep: Class 4 contains 4408 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46648 members 
Mstep: Class 8 contains 4285 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3046 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 13524 members 
Mstep: Class 15 contains 2298 members 
Mstep: Class 16 contains 9619 members 
Mstep: Class 17 contains 60559 members 
Mstep: Class 18 contains 1767 members 
Mstep: Class 19 contains 8039 members 
Mstep: Class 20 contains 34337 members 
Mstep: Class 21 contains 31545 members 
Mstep: Class 22 contains 8027 members 
Mstep: Class 23 contains 1690 members 
Mstep: Class 24 contains 6102 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10816 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6458 members 
Mstep: Class 30 contains 3013 members 
Mstep: Class 31 contains 1630 members 
Mstep: Class 32 contains 69840 members 
Mstep: Class 33 contains 14542 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11608 members 
Mstep: Class 36 contains 2049 members 
Mstep: Class 37 contains 1476 members 
Mstep: Class 38 contains 1444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243496.000000 Penalty: 79683.648438
Iteration 95Q: 39 clusters Score -4.82435e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 10053 members 
Mstep: Class 4 contains 4408 members 
Mstep: Class 5 contains 8062 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46646 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3042 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 13511 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 9628 members 
Mstep: Class 17 contains 60553 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 8040 members 
Mstep: Class 20 contains 34336 members 
Mstep: Class 21 contains 31543 members 
Mstep: Class 22 contains 8030 members 
Mstep: Class 23 contains 1690 members 
Mstep: Class 24 contains 6105 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10823 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6453 members 
Mstep: Class 30 contains 3011 members 
Mstep: Class 31 contains 1630 members 
Mstep: Class 32 contains 69847 members 
Mstep: Class 33 contains 14542 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11608 members 
Mstep: Class 36 contains 2052 members 
Mstep: Class 37 contains 1472 members 
Mstep: Class 38 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243460.000000 Penalty: 79683.648438
Iteration 96Q: 39 clusters Score -4.824346e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 10049 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46643 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3037 members 
Mstep: Class 12 contains 3574 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 13499 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 9636 members 
Mstep: Class 17 contains 60543 members 
Mstep: Class 18 contains 1765 members 
Mstep: Class 19 contains 8041 members 
Mstep: Class 20 contains 34332 members 
Mstep: Class 21 contains 31542 members 
Mstep: Class 22 contains 8035 members 
Mstep: Class 23 contains 1690 members 
Mstep: Class 24 contains 6110 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10835 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6445 members 
Mstep: Class 30 contains 3007 members 
Mstep: Class 31 contains 1630 members 
Mstep: Class 32 contains 69854 members 
Mstep: Class 33 contains 14542 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11608 members 
Mstep: Class 36 contains 2056 members 
Mstep: Class 37 contains 1466 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243496.000000 Penalty: 79683.648438
Iteration 97Q: 39 clusters Score -4.82435e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 10043 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 8068 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46637 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 3945 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3033 members 
Mstep: Class 12 contains 3573 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 13490 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 9646 members 
Mstep: Class 17 contains 60538 members 
Mstep: Class 18 contains 1765 members 
Mstep: Class 19 contains 8044 members 
Mstep: Class 20 contains 34331 members 
Mstep: Class 21 contains 31541 members 
Mstep: Class 22 contains 8040 members 
Mstep: Class 23 contains 1690 members 
Mstep: Class 24 contains 6113 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10849 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6434 members 
Mstep: Class 30 contains 3003 members 
Mstep: Class 31 contains 1630 members 
Mstep: Class 32 contains 69862 members 
Mstep: Class 33 contains 14542 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11610 members 
Mstep: Class 36 contains 2060 members 
Mstep: Class 37 contains 1463 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243512.000000 Penalty: 79683.648438
Iteration 98Q: 39 clusters Score -4.824351e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1268 members 
Mstep: Class 3 contains 10040 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 46636 members 
Mstep: Class 8 contains 4302 members 
Mstep: Class 9 contains 3942 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3573 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 13476 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9651 members 
Mstep: Class 17 contains 60531 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 8048 members 
Mstep: Class 20 contains 34330 members 
Mstep: Class 21 contains 31538 members 
Mstep: Class 22 contains 8042 members 
Mstep: Class 23 contains 1690 members 
Mstep: Class 24 contains 6115 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10858 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6428 members 
Mstep: Class 30 contains 2997 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69873 members 
Mstep: Class 33 contains 14543 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11611 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1463 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243480.000000 Penalty: 79683.648438
Iteration 99Q: 39 clusters Score -4.824348e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10040 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46636 members 
Mstep: Class 8 contains 4302 members 
Mstep: Class 9 contains 3938 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3574 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 13473 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9656 members 
Mstep: Class 17 contains 60522 members 
Mstep: Class 18 contains 1762 members 
Mstep: Class 19 contains 8051 members 
Mstep: Class 20 contains 34328 members 
Mstep: Class 21 contains 31536 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1690 members 
Mstep: Class 24 contains 6118 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10874 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6417 members 
Mstep: Class 30 contains 2994 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69877 members 
Mstep: Class 33 contains 14543 members 
Mstep: Class 34 contains 3634 members 
Mstep: Class 35 contains 11614 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1463 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243532.000000 Penalty: 79683.648438
Iteration 100F: 39 clusters Score -4.824353e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10040 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 8078 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46634 members 
Mstep: Class 8 contains 4302 members 
Mstep: Class 9 contains 3935 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3574 members 
Mstep: Class 13 contains 862 members 
Mstep: Class 14 contains 13469 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9665 members 
Mstep: Class 17 contains 60515 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 8053 members 
Mstep: Class 20 contains 34329 members 
Mstep: Class 21 contains 31535 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1691 members 
Mstep: Class 24 contains 6121 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10890 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6405 members 
Mstep: Class 30 contains 2991 members 
Mstep: Class 31 contains 1628 members 
Mstep: Class 32 contains 69881 members 
Mstep: Class 33 contains 14540 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1463 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243556.000000 Penalty: 79683.648438
Iteration 101Q: 39 clusters Score -4.824356e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 8074 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46630 members 
Mstep: Class 8 contains 4303 members 
Mstep: Class 9 contains 3932 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3574 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 13469 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9667 members 
Mstep: Class 17 contains 60508 members 
Mstep: Class 18 contains 1760 members 
Mstep: Class 19 contains 8055 members 
Mstep: Class 20 contains 34330 members 
Mstep: Class 21 contains 31531 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1691 members 
Mstep: Class 24 contains 6125 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10909 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6399 members 
Mstep: Class 30 contains 2989 members 
Mstep: Class 31 contains 1628 members 
Mstep: Class 32 contains 69883 members 
Mstep: Class 33 contains 14540 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1463 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243536.000000 Penalty: 79683.648438
Iteration 102Q: 39 clusters Score -4.824354e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10039 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46625 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 3930 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3573 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 13468 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9669 members 
Mstep: Class 17 contains 60505 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 19 contains 8058 members 
Mstep: Class 20 contains 34328 members 
Mstep: Class 21 contains 31530 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1691 members 
Mstep: Class 24 contains 6125 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10922 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6396 members 
Mstep: Class 30 contains 2991 members 
Mstep: Class 31 contains 1628 members 
Mstep: Class 32 contains 69883 members 
Mstep: Class 33 contains 14540 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1461 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243504.000000 Penalty: 79683.648438
Iteration 103Q: 39 clusters Score -4.82435e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 8072 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46625 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 3925 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3573 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 13467 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9672 members 
Mstep: Class 17 contains 60499 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 8061 members 
Mstep: Class 20 contains 34327 members 
Mstep: Class 21 contains 31528 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6126 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10931 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6393 members 
Mstep: Class 30 contains 2992 members 
Mstep: Class 31 contains 1628 members 
Mstep: Class 32 contains 69887 members 
Mstep: Class 33 contains 14540 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1456 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243492.000000 Penalty: 79683.648438
Iteration 104Q: 39 clusters Score -4.824349e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46622 members 
Mstep: Class 8 contains 4315 members 
Mstep: Class 9 contains 3924 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 13467 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9672 members 
Mstep: Class 17 contains 60494 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 8067 members 
Mstep: Class 20 contains 34324 members 
Mstep: Class 21 contains 31525 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6126 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10944 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6388 members 
Mstep: Class 30 contains 2990 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69889 members 
Mstep: Class 33 contains 14540 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1451 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243520.000000 Penalty: 79683.648438
Iteration 105Q: 39 clusters Score -4.824352e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46616 members 
Mstep: Class 8 contains 4320 members 
Mstep: Class 9 contains 3922 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 13467 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9675 members 
Mstep: Class 17 contains 60491 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 8067 members 
Mstep: Class 20 contains 34325 members 
Mstep: Class 21 contains 31524 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6127 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10955 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6385 members 
Mstep: Class 30 contains 2986 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69894 members 
Mstep: Class 33 contains 14540 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11616 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1448 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243560.000000 Penalty: 79683.648438
Iteration 106Q: 39 clusters Score -4.824356e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 8065 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46615 members 
Mstep: Class 8 contains 4325 members 
Mstep: Class 9 contains 3919 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 13467 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9680 members 
Mstep: Class 17 contains 60487 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 8067 members 
Mstep: Class 20 contains 34324 members 
Mstep: Class 21 contains 31522 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6129 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10960 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6384 members 
Mstep: Class 30 contains 2983 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69896 members 
Mstep: Class 33 contains 14540 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11616 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1446 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243544.000000 Penalty: 79683.648438
Iteration 107Q: 39 clusters Score -4.824354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46610 members 
Mstep: Class 8 contains 4330 members 
Mstep: Class 9 contains 3919 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 13467 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9684 members 
Mstep: Class 17 contains 60485 members 
Mstep: Class 18 contains 1756 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34324 members 
Mstep: Class 21 contains 31518 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6131 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10968 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6380 members 
Mstep: Class 30 contains 2984 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69898 members 
Mstep: Class 33 contains 14540 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1443 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243532.000000 Penalty: 79683.648438
Iteration 108Q: 39 clusters Score -4.824353e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8061 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46607 members 
Mstep: Class 8 contains 4333 members 
Mstep: Class 9 contains 3919 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 13466 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9688 members 
Mstep: Class 17 contains 60481 members 
Mstep: Class 18 contains 1755 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34324 members 
Mstep: Class 21 contains 31518 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10976 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6377 members 
Mstep: Class 30 contains 2985 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69899 members 
Mstep: Class 33 contains 14538 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11614 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1441 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243508.000000 Penalty: 79683.648438
Iteration 109Q: 39 clusters Score -4.824351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46603 members 
Mstep: Class 8 contains 4334 members 
Mstep: Class 9 contains 3919 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 13464 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9694 members 
Mstep: Class 17 contains 60483 members 
Mstep: Class 18 contains 1754 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34324 members 
Mstep: Class 21 contains 31515 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10980 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6378 members 
Mstep: Class 30 contains 2983 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69899 members 
Mstep: Class 33 contains 14537 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1441 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243520.000000 Penalty: 79683.648438
Iteration 110Q: 39 clusters Score -4.824352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8058 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46597 members 
Mstep: Class 8 contains 4336 members 
Mstep: Class 9 contains 3919 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 13464 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9700 members 
Mstep: Class 17 contains 60481 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34324 members 
Mstep: Class 21 contains 31516 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10984 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6378 members 
Mstep: Class 30 contains 2981 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69899 members 
Mstep: Class 33 contains 14537 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1441 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243500.000000 Penalty: 79683.648438
Iteration 111Q: 39 clusters Score -4.82435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8058 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46588 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 3919 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 13464 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9702 members 
Mstep: Class 17 contains 60480 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34326 members 
Mstep: Class 21 contains 31516 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10989 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6378 members 
Mstep: Class 30 contains 2981 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69901 members 
Mstep: Class 33 contains 14536 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243520.000000 Penalty: 79683.648438
Iteration 112Q: 39 clusters Score -4.824352e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8057 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46586 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 3919 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 13464 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 60477 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34324 members 
Mstep: Class 21 contains 31515 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 10993 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6378 members 
Mstep: Class 30 contains 2981 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69903 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243520.000000 Penalty: 79683.648438
Iteration 113Q: 39 clusters Score -4.824352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10037 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8057 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46581 members 
Mstep: Class 8 contains 4338 members 
Mstep: Class 9 contains 3918 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 863 members 
Mstep: Class 14 contains 13464 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9708 members 
Mstep: Class 17 contains 60474 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34324 members 
Mstep: Class 21 contains 31514 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11001 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6378 members 
Mstep: Class 30 contains 2980 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69905 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243512.000000 Penalty: 79683.648438
Iteration 114Q: 39 clusters Score -4.824351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10035 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8057 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46580 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3917 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 864 members 
Mstep: Class 14 contains 13464 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9708 members 
Mstep: Class 17 contains 60473 members 
Mstep: Class 18 contains 1753 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34323 members 
Mstep: Class 21 contains 31514 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11004 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6378 members 
Mstep: Class 30 contains 2980 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69907 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11614 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243500.000000 Penalty: 79683.648438
Iteration 115Q: 39 clusters Score -4.82435e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10031 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8057 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46579 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3917 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 865 members 
Mstep: Class 14 contains 13464 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9708 members 
Mstep: Class 17 contains 60473 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34322 members 
Mstep: Class 21 contains 31514 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11006 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6378 members 
Mstep: Class 30 contains 2980 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69912 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11614 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243496.000000 Penalty: 79683.648438
Iteration 116Q: 39 clusters Score -4.82435e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10027 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8057 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46577 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3918 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 866 members 
Mstep: Class 14 contains 13464 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 60473 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34322 members 
Mstep: Class 21 contains 31514 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11007 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6376 members 
Mstep: Class 30 contains 2980 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69919 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11614 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243488.000000 Penalty: 79683.648438
Iteration 117Q: 39 clusters Score -4.824349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10023 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8057 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46575 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3917 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 867 members 
Mstep: Class 14 contains 13464 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9708 members 
Mstep: Class 17 contains 60474 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34322 members 
Mstep: Class 21 contains 31515 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11008 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6375 members 
Mstep: Class 30 contains 2979 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69924 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11614 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243496.000000 Penalty: 79683.648438
Iteration 118Q: 39 clusters Score -4.82435e+07 nChanged 10
Entering ConstructFrom: 
Score: -48243496.000000 Penalty: 79683.648438
Entering ConstructFrom: 
Trying to split cluster 1 (2046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Entering Unmasked Estep 
Score: -233524.156250 Penalty: 1238.841797
	Iteration 0F: 2 clusters Score -233524.2 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 1045 members 
Entering Unmasked Estep 
Score: -231453.718750 Penalty: 2477.683594
	Iteration 0F: 3 clusters Score -231453.7 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -231983.921875 Penalty: 2477.683594
	Iteration 1F: 3 clusters Score -231983.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -232118.656250 Penalty: 2477.683594
	Iteration 2F: 3 clusters Score -232118.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -232228.421875 Penalty: 2477.683594
	Iteration 3F: 3 clusters Score -232228.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -232353.765625 Penalty: 2477.683594
	Iteration 4Q: 3 clusters Score -232353.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -232500.421875 Penalty: 2477.683594
	Iteration 5F: 3 clusters Score -232500.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -232630.953125 Penalty: 2477.683594
	Iteration 6F: 3 clusters Score -232631 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -232720.531250 Penalty: 2477.683594
	Iteration 7Q: 3 clusters Score -232720.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -232789.968750 Penalty: 2477.683594
	Iteration 8Q: 3 clusters Score -232790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -232831.500000 Penalty: 2477.683594
	Iteration 9Q: 3 clusters Score -232831.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -232853.109375 Penalty: 2477.683594
	Iteration 10Q: 3 clusters Score -232853.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -232866.015625 Penalty: 2477.683594
	Iteration 11Q: 3 clusters Score -232866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -232874.859375 Penalty: 2477.683594
	Iteration 12Q: 3 clusters Score -232874.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -232880.593750 Penalty: 2477.683594
	Iteration 13Q: 3 clusters Score -232880.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -232883.609375 Penalty: 2477.683594
	Iteration 14Q: 3 clusters Score -232883.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -232885.046875 Penalty: 2477.683594
	Iteration 15Q: 3 clusters Score -232885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -232887.531250 Penalty: 2477.683594
	Iteration 16Q: 3 clusters Score -232887.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -232890.906250 Penalty: 2477.683594
	Iteration 17Q: 3 clusters Score -232890.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -232893.078125 Penalty: 2477.683594
	Iteration 18Q: 3 clusters Score -232893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -232896.312500 Penalty: 2477.683594
	Iteration 19Q: 3 clusters Score -232896.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -232899.625000 Penalty: 2477.683594
	Iteration 20F: 3 clusters Score -232899.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -232908.312500 Penalty: 2477.683594
	Iteration 21Q: 3 clusters Score -232908.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -232921.171875 Penalty: 2477.683594
	Iteration 22Q: 3 clusters Score -232921.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -232935.218750 Penalty: 2477.683594
	Iteration 23Q: 3 clusters Score -232935.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -232946.218750 Penalty: 2477.683594
	Iteration 24Q: 3 clusters Score -232946.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -232957.156250 Penalty: 2477.683594
	Iteration 25Q: 3 clusters Score -232957.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -232963.546875 Penalty: 2477.683594
	Iteration 26Q: 3 clusters Score -232963.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -232969.765625 Penalty: 2477.683594
	Iteration 27Q: 3 clusters Score -232969.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -232977.203125 Penalty: 2477.683594
	Iteration 28Q: 3 clusters Score -232977.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -232982.093750 Penalty: 2477.683594
	Iteration 29Q: 3 clusters Score -232982.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -232987.484375 Penalty: 2477.683594
	Iteration 30Q: 3 clusters Score -232987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -232989.937500 Penalty: 2477.683594
	Iteration 31Q: 3 clusters Score -232989.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -232990.875000 Penalty: 2477.683594
	Iteration 32Q: 3 clusters Score -232990.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -232990.875000 Penalty: 2477.683594
	Iteration 33F: 3 clusters Score -232990.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -158650.750000 Penalty: 1161.222534
	Iteration 0F: 2 clusters Score -158650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -157036.437500 Penalty: 2322.445068
	Iteration 0F: 3 clusters Score -157036.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -157303.562500 Penalty: 2322.445068
	Iteration 1F: 3 clusters Score -157303.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -157364.265625 Penalty: 2322.445068
	Iteration 2F: 3 clusters Score -157364.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -157388.687500 Penalty: 2322.445068
	Iteration 3Q: 3 clusters Score -157388.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -157410.562500 Penalty: 2322.445068
	Iteration 4Q: 3 clusters Score -157410.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -157422.125000 Penalty: 2322.445068
	Iteration 5Q: 3 clusters Score -157422.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -157435.265625 Penalty: 2322.445068
	Iteration 6Q: 3 clusters Score -157435.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -157447.703125 Penalty: 2322.445068
	Iteration 7Q: 3 clusters Score -157447.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -157458.937500 Penalty: 2322.445068
	Iteration 8Q: 3 clusters Score -157458.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -157464.781250 Penalty: 2322.445068
	Iteration 9Q: 3 clusters Score -157464.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -157469.343750 Penalty: 2322.445068
	Iteration 10Q: 3 clusters Score -157469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -157473.828125 Penalty: 2322.445068
	Iteration 11Q: 3 clusters Score -157473.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -157474.687500 Penalty: 2322.445068
	Iteration 12Q: 3 clusters Score -157474.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -157475.500000 Penalty: 2322.445068
	Iteration 13Q: 3 clusters Score -157475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -157477.187500 Penalty: 2322.445068
	Iteration 14Q: 3 clusters Score -157477.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157479.234375 Penalty: 2322.445068
	Iteration 15Q: 3 clusters Score -157479.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -157481.562500 Penalty: 2322.445068
	Iteration 16Q: 3 clusters Score -157481.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -157483.171875 Penalty: 2322.445068
	Iteration 17Q: 3 clusters Score -157483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -157484.328125 Penalty: 2322.445068
	Iteration 18Q: 3 clusters Score -157484.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -157485.156250 Penalty: 2322.445068
	Iteration 19Q: 3 clusters Score -157485.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -157486.718750 Penalty: 2322.445068
	Iteration 20F: 3 clusters Score -157486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -157487.953125 Penalty: 2322.445068
	Iteration 21Q: 3 clusters Score -157488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -157487.953125 Penalty: 2322.445068
	Iteration 22F: 3 clusters Score -157488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Entering Unmasked Estep 
Score: -1253432.250000 Penalty: 1497.005005
	Iteration 0F: 2 clusters Score -1253432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1246269.250000 Penalty: 2994.010010
	Iteration 0F: 3 clusters Score -1246269 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1248453.375000 Penalty: 2994.010010
	Iteration 1F: 3 clusters Score -1248453 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1248672.000000 Penalty: 2994.010010
	Iteration 2F: 3 clusters Score -1248672 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1248876.125000 Penalty: 2994.010010
	Iteration 3Q: 3 clusters Score -1248876 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1249045.750000 Penalty: 2994.010010
	Iteration 4Q: 3 clusters Score -1249046 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1249173.000000 Penalty: 2994.010010
	Iteration 5Q: 3 clusters Score -1249173 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1249287.625000 Penalty: 2994.010010
	Iteration 6Q: 3 clusters Score -1249288 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1249437.250000 Penalty: 2994.010010
	Iteration 7Q: 3 clusters Score -1249437 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1249583.250000 Penalty: 2994.010010
	Iteration 8Q: 3 clusters Score -1249583 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1249743.625000 Penalty: 2994.010010
	Iteration 9Q: 3 clusters Score -1249744 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1249912.125000 Penalty: 2994.010010
	Iteration 10Q: 3 clusters Score -1249912 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1250092.625000 Penalty: 2994.010010
	Iteration 11Q: 3 clusters Score -1250093 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1250254.500000 Penalty: 2994.010010
	Iteration 12Q: 3 clusters Score -1250254 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1250416.625000 Penalty: 2994.010010
	Iteration 13Q: 3 clusters Score -1250417 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -1250630.375000 Penalty: 2994.010010
	Iteration 14Q: 3 clusters Score -1250630 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -1250815.625000 Penalty: 2994.010010
	Iteration 15Q: 3 clusters Score -1250816 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -1250996.500000 Penalty: 2994.010010
	Iteration 16Q: 3 clusters Score -1250996 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1251187.125000 Penalty: 2994.010010
	Iteration 17Q: 3 clusters Score -1251187 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1251365.750000 Penalty: 2994.010010
	Iteration 18Q: 3 clusters Score -1251366 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1251551.625000 Penalty: 2994.010010
	Iteration 19Q: 3 clusters Score -1251552 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1251688.875000 Penalty: 2994.010010
	Iteration 20F: 3 clusters Score -1251689 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1251780.500000 Penalty: 2994.010010
	Iteration 21Q: 3 clusters Score -1251780 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1251864.250000 Penalty: 2994.010010
	Iteration 22Q: 3 clusters Score -1251864 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1251938.625000 Penalty: 2994.010010
	Iteration 23Q: 3 clusters Score -1251939 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1251999.375000 Penalty: 2994.010010
	Iteration 24Q: 3 clusters Score -1251999 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1252039.250000 Penalty: 2994.010010
	Iteration 25Q: 3 clusters Score -1252039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1252066.875000 Penalty: 2994.010010
	Iteration 26Q: 3 clusters Score -1252067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1252086.625000 Penalty: 2994.010010
	Iteration 27Q: 3 clusters Score -1252087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1252102.875000 Penalty: 2994.010010
	Iteration 28Q: 3 clusters Score -1252103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1252111.375000 Penalty: 2994.010010
	Iteration 29Q: 3 clusters Score -1252111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1252118.500000 Penalty: 2994.010010
	Iteration 30Q: 3 clusters Score -1252118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1252125.750000 Penalty: 2994.010010
	Iteration 31Q: 3 clusters Score -1252126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1252129.875000 Penalty: 2994.010010
	Iteration 32Q: 3 clusters Score -1252130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1252133.000000 Penalty: 2994.010010
	Iteration 33Q: 3 clusters Score -1252133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1252133.375000 Penalty: 2994.010010
	Iteration 34Q: 3 clusters Score -1252133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1252133.875000 Penalty: 2994.010010
	Iteration 35Q: 3 clusters Score -1252134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1252134.750000 Penalty: 2994.010010
	Iteration 36Q: 3 clusters Score -1252135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1252139.250000 Penalty: 2994.010010
	Iteration 37Q: 3 clusters Score -1252139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1252143.000000 Penalty: 2994.010010
	Iteration 38Q: 3 clusters Score -1252143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1252144.875000 Penalty: 2994.010010
	Iteration 39Q: 3 clusters Score -1252145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1252145.250000 Penalty: 2994.010010
	Iteration 40F: 3 clusters Score -1252145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1252148.375000 Penalty: 2994.010010
	Iteration 41Q: 3 clusters Score -1252148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1252152.125000 Penalty: 2994.010010
	Iteration 42Q: 3 clusters Score -1252152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1252156.500000 Penalty: 2994.010010
	Iteration 43Q: 3 clusters Score -1252156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1252163.125000 Penalty: 2994.010010
	Iteration 44Q: 3 clusters Score -1252163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1252166.250000 Penalty: 2994.010010
	Iteration 45Q: 3 clusters Score -1252166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1252167.375000 Penalty: 2994.010010
	Iteration 46Q: 3 clusters Score -1252167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1252167.375000 Penalty: 2994.010010
	Iteration 47F: 3 clusters Score -1252167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Entering Unmasked Estep 
Score: -533505.937500 Penalty: 1363.603027
	Iteration 0F: 2 clusters Score -533505.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -529893.312500 Penalty: 2727.206055
	Iteration 0F: 3 clusters Score -529893.3 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -530945.875000 Penalty: 2727.206055
	Iteration 1F: 3 clusters Score -530945.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -531241.375000 Penalty: 2727.206055
	Iteration 2F: 3 clusters Score -531241.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -531491.062500 Penalty: 2727.206055
	Iteration 3F: 3 clusters Score -531491.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -531679.625000 Penalty: 2727.206055
	Iteration 4F: 3 clusters Score -531679.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -531845.687500 Penalty: 2727.206055
	Iteration 5Q: 3 clusters Score -531845.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -531957.625000 Penalty: 2727.206055
	Iteration 6Q: 3 clusters Score -531957.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -532031.375000 Penalty: 2727.206055
	Iteration 7Q: 3 clusters Score -532031.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -532112.125000 Penalty: 2727.206055
	Iteration 8Q: 3 clusters Score -532112.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -532228.687500 Penalty: 2727.206055
	Iteration 9Q: 3 clusters Score -532228.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -532367.687500 Penalty: 2727.206055
	Iteration 10Q: 3 clusters Score -532367.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -532527.125000 Penalty: 2727.206055
	Iteration 11Q: 3 clusters Score -532527.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -532635.500000 Penalty: 2727.206055
	Iteration 12Q: 3 clusters Score -532635.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -532688.500000 Penalty: 2727.206055
	Iteration 13Q: 3 clusters Score -532688.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -532723.437500 Penalty: 2727.206055
	Iteration 14Q: 3 clusters Score -532723.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -532757.125000 Penalty: 2727.206055
	Iteration 15Q: 3 clusters Score -532757.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -532784.125000 Penalty: 2727.206055
	Iteration 16Q: 3 clusters Score -532784.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -532802.875000 Penalty: 2727.206055
	Iteration 17Q: 3 clusters Score -532802.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -532814.937500 Penalty: 2727.206055
	Iteration 18Q: 3 clusters Score -532814.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -532825.500000 Penalty: 2727.206055
	Iteration 19Q: 3 clusters Score -532825.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -532833.250000 Penalty: 2727.206055
	Iteration 20F: 3 clusters Score -532833.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -532841.375000 Penalty: 2727.206055
	Iteration 21Q: 3 clusters Score -532841.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -532847.750000 Penalty: 2727.206055
	Iteration 22Q: 3 clusters Score -532847.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -532854.500000 Penalty: 2727.206055
	Iteration 23Q: 3 clusters Score -532854.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -532858.562500 Penalty: 2727.206055
	Iteration 24Q: 3 clusters Score -532858.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -532861.625000 Penalty: 2727.206055
	Iteration 25Q: 3 clusters Score -532861.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -532863.562500 Penalty: 2727.206055
	Iteration 26Q: 3 clusters Score -532863.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -532864.250000 Penalty: 2727.206055
	Iteration 27Q: 3 clusters Score -532864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -532865.187500 Penalty: 2727.206055
	Iteration 28Q: 3 clusters Score -532865.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -532868.562500 Penalty: 2727.206055
	Iteration 29Q: 3 clusters Score -532868.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -532871.062500 Penalty: 2727.206055
	Iteration 30Q: 3 clusters Score -532871.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -532873.187500 Penalty: 2727.206055
	Iteration 31Q: 3 clusters Score -532873.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -532874.000000 Penalty: 2727.206055
	Iteration 32Q: 3 clusters Score -532874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -532874.625000 Penalty: 2727.206055
	Iteration 33Q: 3 clusters Score -532874.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -532874.812500 Penalty: 2727.206055
	Iteration 34Q: 3 clusters Score -532874.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -532874.812500 Penalty: 2727.206055
	Iteration 35F: 3 clusters Score -532874.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Entering Unmasked Estep 
Score: -987282.187500 Penalty: 1461.573242
	Iteration 0F: 2 clusters Score -987282.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -981313.437500 Penalty: 2923.146484
	Iteration 0F: 3 clusters Score -981313.4 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -983180.250000 Penalty: 2923.146484
	Iteration 1F: 3 clusters Score -983180.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -983472.187500 Penalty: 2923.146484
	Iteration 2F: 3 clusters Score -983472.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -983777.062500 Penalty: 2923.146484
	Iteration 3F: 3 clusters Score -983777.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -984045.875000 Penalty: 2923.146484
	Iteration 4F: 3 clusters Score -984045.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -984340.875000 Penalty: 2923.146484
	Iteration 5F: 3 clusters Score -984340.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -984643.750000 Penalty: 2923.146484
	Iteration 6F: 3 clusters Score -984643.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -984979.062500 Penalty: 2923.146484
	Iteration 7F: 3 clusters Score -984979.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -985288.500000 Penalty: 2923.146484
	Iteration 8Q: 3 clusters Score -985288.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -985552.125000 Penalty: 2923.146484
	Iteration 9Q: 3 clusters Score -985552.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -985745.687500 Penalty: 2923.146484
	Iteration 10Q: 3 clusters Score -985745.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -985922.500000 Penalty: 2923.146484
	Iteration 11Q: 3 clusters Score -985922.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -986080.687500 Penalty: 2923.146484
	Iteration 12Q: 3 clusters Score -986080.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -986211.125000 Penalty: 2923.146484
	Iteration 13Q: 3 clusters Score -986211.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -986318.937500 Penalty: 2923.146484
	Iteration 14Q: 3 clusters Score -986318.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -986409.687500 Penalty: 2923.146484
	Iteration 15Q: 3 clusters Score -986409.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -986457.562500 Penalty: 2923.146484
	Iteration 16Q: 3 clusters Score -986457.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -986481.687500 Penalty: 2923.146484
	Iteration 17Q: 3 clusters Score -986481.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -986497.437500 Penalty: 2923.146484
	Iteration 18Q: 3 clusters Score -986497.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -986506.375000 Penalty: 2923.146484
	Iteration 19Q: 3 clusters Score -986506.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -986512.250000 Penalty: 2923.146484
	Iteration 20F: 3 clusters Score -986512.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -986519.250000 Penalty: 2923.146484
	Iteration 21Q: 3 clusters Score -986519.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -986523.562500 Penalty: 2923.146484
	Iteration 22Q: 3 clusters Score -986523.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -986525.062500 Penalty: 2923.146484
	Iteration 23Q: 3 clusters Score -986525.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -986526.312500 Penalty: 2923.146484
	Iteration 24Q: 3 clusters Score -986526.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -986526.312500 Penalty: 2923.146484
	Iteration 25Q: 3 clusters Score -986526.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -986524.875000 Penalty: 2923.146484
	Iteration 26Q: 3 clusters Score -986524.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -986526.312500 Penalty: 2923.146484
	Iteration 27Q: 3 clusters Score -986526.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -986527.062500 Penalty: 2923.146484
	Iteration 28Q: 3 clusters Score -986527.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -986527.062500 Penalty: 2923.146484
	Iteration 29F: 3 clusters Score -986527.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Entering Unmasked Estep 
Score: -257679.890625 Penalty: 1249.150513
	Iteration 0F: 2 clusters Score -257679.9 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 1142 members 
Entering Unmasked Estep 
Score: -255546.609375 Penalty: 2498.301025
	Iteration 0F: 3 clusters Score -255546.6 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -256258.390625 Penalty: 2498.301025
	Iteration 1F: 3 clusters Score -256258.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -256535.625000 Penalty: 2498.301025
	Iteration 2F: 3 clusters Score -256535.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -256655.625000 Penalty: 2498.301025
	Iteration 3F: 3 clusters Score -256655.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -256734.234375 Penalty: 2498.301025
	Iteration 4Q: 3 clusters Score -256734.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -256788.156250 Penalty: 2498.301025
	Iteration 5Q: 3 clusters Score -256788.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -256828.375000 Penalty: 2498.301025
	Iteration 6Q: 3 clusters Score -256828.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -256855.437500 Penalty: 2498.301025
	Iteration 7Q: 3 clusters Score -256855.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -256877.062500 Penalty: 2498.301025
	Iteration 8Q: 3 clusters Score -256877.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -256888.093750 Penalty: 2498.301025
	Iteration 9Q: 3 clusters Score -256888.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -256897.953125 Penalty: 2498.301025
	Iteration 10Q: 3 clusters Score -256898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -256903.796875 Penalty: 2498.301025
	Iteration 11Q: 3 clusters Score -256903.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -256908.812500 Penalty: 2498.301025
	Iteration 12Q: 3 clusters Score -256908.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -256915.578125 Penalty: 2498.301025
	Iteration 13Q: 3 clusters Score -256915.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -256918.750000 Penalty: 2498.301025
	Iteration 14Q: 3 clusters Score -256918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -256925.000000 Penalty: 2498.301025
	Iteration 15Q: 3 clusters Score -256925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -256928.703125 Penalty: 2498.301025
	Iteration 16Q: 3 clusters Score -256928.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -256930.125000 Penalty: 2498.301025
	Iteration 17Q: 3 clusters Score -256930.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -256933.593750 Penalty: 2498.301025
	Iteration 18Q: 3 clusters Score -256933.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -256938.750000 Penalty: 2498.301025
	Iteration 19Q: 3 clusters Score -256938.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -256948.468750 Penalty: 2498.301025
	Iteration 20F: 3 clusters Score -256948.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -256960.531250 Penalty: 2498.301025
	Iteration 21Q: 3 clusters Score -256960.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -256966.390625 Penalty: 2498.301025
	Iteration 22Q: 3 clusters Score -256966.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -256972.046875 Penalty: 2498.301025
	Iteration 23Q: 3 clusters Score -256972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -256977.171875 Penalty: 2498.301025
	Iteration 24Q: 3 clusters Score -256977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -256979.921875 Penalty: 2498.301025
	Iteration 25Q: 3 clusters Score -256979.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -256980.812500 Penalty: 2498.301025
	Iteration 26Q: 3 clusters Score -256980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -256980.812500 Penalty: 2498.301025
	Iteration 27F: 3 clusters Score -256980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Entering Unmasked Estep 
Score: -5730031.000000 Penalty: 1746.683105
	Iteration 0F: 2 clusters Score -5730031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -5699092.000000 Penalty: 3493.366211
	Iteration 0F: 3 clusters Score -5699092 nChanged 21763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -5711524.500000 Penalty: 3493.366211
	Iteration 1F: 3 clusters Score -5711524 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -5712263.000000 Penalty: 3493.366211
	Iteration 2Q: 3 clusters Score -5712263 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -5713372.000000 Penalty: 3493.366211
	Iteration 3Q: 3 clusters Score -5713372 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -5714986.500000 Penalty: 3493.366211
	Iteration 4F: 3 clusters Score -5714986 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -5717156.000000 Penalty: 3493.366211
	Iteration 5F: 3 clusters Score -5717156 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -5719630.000000 Penalty: 3493.366211
	Iteration 6F: 3 clusters Score -5719630 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -5722031.500000 Penalty: 3493.366211
	Iteration 7F: 3 clusters Score -5722032 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -5723918.000000 Penalty: 3493.366211
	Iteration 8F: 3 clusters Score -5723918 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -5725048.500000 Penalty: 3493.366211
	Iteration 9Q: 3 clusters Score -5725048 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30911 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -5725693.500000 Penalty: 3493.366211
	Iteration 10Q: 3 clusters Score -5725694 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -5726160.000000 Penalty: 3493.366211
	Iteration 11Q: 3 clusters Score -5726160 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -5726509.500000 Penalty: 3493.366211
	Iteration 12Q: 3 clusters Score -5726510 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -5726778.500000 Penalty: 3493.366211
	Iteration 13Q: 3 clusters Score -5726778 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -5727001.500000 Penalty: 3493.366211
	Iteration 14Q: 3 clusters Score -5727002 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -5727135.500000 Penalty: 3493.366211
	Iteration 15Q: 3 clusters Score -5727136 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -5727210.500000 Penalty: 3493.366211
	Iteration 16Q: 3 clusters Score -5727210 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -5727273.500000 Penalty: 3493.366211
	Iteration 17Q: 3 clusters Score -5727274 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -5727287.000000 Penalty: 3493.366211
	Iteration 18Q: 3 clusters Score -5727287 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -5727304.500000 Penalty: 3493.366211
	Iteration 19Q: 3 clusters Score -5727304 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -5727304.000000 Penalty: 3493.366211
	Iteration 20F: 3 clusters Score -5727304 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -5727293.000000 Penalty: 3493.366211
	Iteration 21Q: 3 clusters Score -5727293 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -5727322.500000 Penalty: 3493.366211
	Iteration 22Q: 3 clusters Score -5727322 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -5727339.000000 Penalty: 3493.366211
	Iteration 23Q: 3 clusters Score -5727339 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -5727345.000000 Penalty: 3493.366211
	Iteration 24Q: 3 clusters Score -5727345 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -5727366.500000 Penalty: 3493.366211
	Iteration 25Q: 3 clusters Score -5727366 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -5727383.500000 Penalty: 3493.366211
	Iteration 26Q: 3 clusters Score -5727384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -5727373.500000 Penalty: 3493.366211
	Iteration 27Q: 3 clusters Score -5727374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -5727387.000000 Penalty: 3493.366211
	Iteration 28Q: 3 clusters Score -5727387 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -5727380.500000 Penalty: 3493.366211
	Iteration 29Q: 3 clusters Score -5727380 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -5727399.500000 Penalty: 3493.366211
	Iteration 30Q: 3 clusters Score -5727400 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -5727400.000000 Penalty: 3493.366211
	Iteration 31Q: 3 clusters Score -5727400 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -5727392.000000 Penalty: 3493.366211
	Iteration 32Q: 3 clusters Score -5727392 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -5727414.500000 Penalty: 3493.366211
	Iteration 33Q: 3 clusters Score -5727414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -5727429.500000 Penalty: 3493.366211
	Iteration 34Q: 3 clusters Score -5727430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -5727438.500000 Penalty: 3493.366211
	Iteration 35Q: 3 clusters Score -5727438 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -5727434.000000 Penalty: 3493.366211
	Iteration 36Q: 3 clusters Score -5727434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -5727428.000000 Penalty: 3493.366211
	Iteration 37Q: 3 clusters Score -5727428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -5727423.500000 Penalty: 3493.366211
	Iteration 38Q: 3 clusters Score -5727424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -5727423.500000 Penalty: 3493.366211
	Iteration 39Q: 3 clusters Score -5727424 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -5727417.000000 Penalty: 3493.366211
	Iteration 40F: 3 clusters Score -5727417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -5727421.000000 Penalty: 3493.366211
	Iteration 41Q: 3 clusters Score -5727421 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -5727425.000000 Penalty: 3493.366211
	Iteration 42Q: 3 clusters Score -5727425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -5727429.000000 Penalty: 3493.366211
	Iteration 43Q: 3 clusters Score -5727429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -5727429.500000 Penalty: 3493.366211
	Iteration 44Q: 3 clusters Score -5727430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -5727425.000000 Penalty: 3493.366211
	Iteration 45Q: 3 clusters Score -5727425 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -5727430.000000 Penalty: 3493.366211
	Iteration 46Q: 3 clusters Score -5727430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -5727445.500000 Penalty: 3493.366211
	Iteration 47Q: 3 clusters Score -5727446 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -5727452.000000 Penalty: 3493.366211
	Iteration 48Q: 3 clusters Score -5727452 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -5727452.500000 Penalty: 3493.366211
	Iteration 49Q: 3 clusters Score -5727452 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34680 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -5727447.500000 Penalty: 3493.366211
	Iteration 50Q: 3 clusters Score -5727448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -5727450.500000 Penalty: 3493.366211
	Iteration 51Q: 3 clusters Score -5727450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -5727465.000000 Penalty: 3493.366211
	Iteration 52Q: 3 clusters Score -5727465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -5727464.000000 Penalty: 3493.366211
	Iteration 53Q: 3 clusters Score -5727464 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -5727465.500000 Penalty: 3493.366211
	Iteration 54Q: 3 clusters Score -5727466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -5727476.500000 Penalty: 3493.366211
	Iteration 55Q: 3 clusters Score -5727476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -5727472.000000 Penalty: 3493.366211
	Iteration 56Q: 3 clusters Score -5727472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -5727465.500000 Penalty: 3493.366211
	Iteration 57Q: 3 clusters Score -5727466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -5727470.000000 Penalty: 3493.366211
	Iteration 58Q: 3 clusters Score -5727470 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -5727477.000000 Penalty: 3493.366211
	Iteration 59Q: 3 clusters Score -5727477 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -5727494.500000 Penalty: 3493.366211
	Iteration 60F: 3 clusters Score -5727494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -5727484.500000 Penalty: 3493.366211
	Iteration 61Q: 3 clusters Score -5727484 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -5727511.000000 Penalty: 3493.366211
	Iteration 62Q: 3 clusters Score -5727511 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -5727509.000000 Penalty: 3493.366211
	Iteration 63Q: 3 clusters Score -5727509 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -5727517.500000 Penalty: 3493.366211
	Iteration 64Q: 3 clusters Score -5727518 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35524 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -5727512.500000 Penalty: 3493.366211
	Iteration 65Q: 3 clusters Score -5727512 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -5727507.500000 Penalty: 3493.366211
	Iteration 66Q: 3 clusters Score -5727508 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -5727517.000000 Penalty: 3493.366211
	Iteration 67Q: 3 clusters Score -5727517 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -5727522.000000 Penalty: 3493.366211
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5727534 nChanged 69
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Mstep: Class 2 contains 10687 members 
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Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5727538 nChanged 52
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Mstep: Class 1 contains 36000 members 
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	Iteration 72Q: 3 clusters Score -5727556 nChanged 66
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Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5727566 nChanged 47
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Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 10464 members 
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	Iteration 74Q: 3 clusters Score -5727549 nChanged 44
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Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 10420 members 
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	Iteration 75Q: 3 clusters Score -5727557 nChanged 38
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Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5727547 nChanged 41
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Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5727548 nChanged 36
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Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 10269 members 
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	Iteration 79Q: 3 clusters Score -5727559 nChanged 42
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Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36397 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5727562 nChanged 55
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Mstep: Class 2 contains 10073 members 
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	Iteration 83Q: 3 clusters Score -5727571 nChanged 56
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Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5727566 nChanged 58
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Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5727558 nChanged 56
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Mstep: Class 1 contains 36670 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5727562 nChanged 44
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Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5727566 nChanged 40
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Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 9821 members 
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	Iteration 88Q: 3 clusters Score -5727551 nChanged 36
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Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 9744 members 
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Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5727568 nChanged 57
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Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 9639 members 
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Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 9578 members 
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Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 9518 members 
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Mstep: Class 1 contains 37357 members 
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Mstep: Class 1 contains 37539 members 
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	Iteration 100F: 3 clusters Score -5727616 nChanged 105
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	Iteration 102Q: 3 clusters Score -5727624 nChanged 80
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	Iteration 107Q: 3 clusters Score -5727660 nChanged 79
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	Iteration 109Q: 3 clusters Score -5727662 nChanged 82
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	Iteration 111Q: 3 clusters Score -5727685 nChanged 88
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	Iteration 112Q: 3 clusters Score -5727674 nChanged 80
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	Iteration 113Q: 3 clusters Score -5727659 nChanged 91
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	Iteration 114Q: 3 clusters Score -5727684 nChanged 89
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	Iteration 115Q: 3 clusters Score -5727698 nChanged 96
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	Iteration 116Q: 3 clusters Score -5727684 nChanged 90
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	Iteration 117Q: 3 clusters Score -5727698 nChanged 91
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	Iteration 118Q: 3 clusters Score -5727706 nChanged 101
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	Iteration 119Q: 3 clusters Score -5727714 nChanged 103
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	Iteration 120F: 3 clusters Score -5727734 nChanged 107
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	Iteration 122Q: 3 clusters Score -5727764 nChanged 117
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Mstep: Class 1 contains 39598 members 
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	Iteration 125Q: 3 clusters Score -5727770 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39993 members 
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	Iteration 126Q: 3 clusters Score -5727788 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40118 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40246 members 
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	Iteration 128Q: 3 clusters Score -5727816 nChanged 119
Entering Unmasked Mstep 
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	Iteration 129Q: 3 clusters Score -5727832 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40476 members 
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	Iteration 130Q: 3 clusters Score -5727848 nChanged 118
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	Iteration 131Q: 3 clusters Score -5727850 nChanged 114
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	Iteration 132Q: 3 clusters Score -5727848 nChanged 100
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	Iteration 133Q: 3 clusters Score -5727880 nChanged 90
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	Iteration 134Q: 3 clusters Score -5727893 nChanged 94
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5727912 nChanged 105
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	Iteration 136Q: 3 clusters Score -5727918 nChanged 101
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	Iteration 137Q: 3 clusters Score -5727924 nChanged 101
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	Iteration 138Q: 3 clusters Score -5727941 nChanged 98
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5727950 nChanged 103
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5727958 nChanged 93
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	Iteration 141Q: 3 clusters Score -5727970 nChanged 88
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Mstep: Class 2 contains 4910 members 
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	Iteration 142Q: 3 clusters Score -5727968 nChanged 78
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	Iteration 143Q: 3 clusters Score -5727974 nChanged 90
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	Iteration 144Q: 3 clusters Score -5727978 nChanged 90
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	Iteration 145Q: 3 clusters Score -5727982 nChanged 91
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	Iteration 147Q: 3 clusters Score -5728012 nChanged 87
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	Iteration 148Q: 3 clusters Score -5728029 nChanged 103
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	Iteration 149Q: 3 clusters Score -5728052 nChanged 109
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	Iteration 150Q: 3 clusters Score -5728080 nChanged 86
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	Iteration 151Q: 3 clusters Score -5728096 nChanged 88
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	Iteration 152Q: 3 clusters Score -5728104 nChanged 88
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	Iteration 153Q: 3 clusters Score -5728116 nChanged 79
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	Iteration 154Q: 3 clusters Score -5728135 nChanged 70
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	Iteration 155Q: 3 clusters Score -5728144 nChanged 82
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	Iteration 156Q: 3 clusters Score -5728162 nChanged 84
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	Iteration 157Q: 3 clusters Score -5728174 nChanged 99
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	Iteration 158Q: 3 clusters Score -5728174 nChanged 99
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	Iteration 159Q: 3 clusters Score -5728193 nChanged 100
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	Iteration 160F: 3 clusters Score -5728216 nChanged 95
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -5728236 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -5728240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5728244 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5728260 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5728273.500000 Penalty: 3493.366211
	Iteration 165Q: 3 clusters Score -5728274 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43741 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5728300.500000 Penalty: 3493.366211
	Iteration 166Q: 3 clusters Score -5728300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -5728332.000000 Penalty: 3493.366211
	Iteration 167Q: 3 clusters Score -5728332 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -5728347.000000 Penalty: 3493.366211
	Iteration 168Q: 3 clusters Score -5728347 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5728351.500000 Penalty: 3493.366211
	Iteration 169Q: 3 clusters Score -5728352 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -5728361.500000 Penalty: 3493.366211
	Iteration 170Q: 3 clusters Score -5728362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5728375.000000 Penalty: 3493.366211
	Iteration 171Q: 3 clusters Score -5728375 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5728380.500000 Penalty: 3493.366211
	Iteration 172Q: 3 clusters Score -5728380 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -5728415.000000 Penalty: 3493.366211
	Iteration 173Q: 3 clusters Score -5728415 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5728444.000000 Penalty: 3493.366211
	Iteration 174Q: 3 clusters Score -5728444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -5728472.500000 Penalty: 3493.366211
	Iteration 175Q: 3 clusters Score -5728472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -5728481.500000 Penalty: 3493.366211
	Iteration 176Q: 3 clusters Score -5728482 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -5728498.500000 Penalty: 3493.366211
	Iteration 177Q: 3 clusters Score -5728498 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -5728508.500000 Penalty: 3493.366211
	Iteration 178Q: 3 clusters Score -5728508 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5728542.500000 Penalty: 3493.366211
	Iteration 179Q: 3 clusters Score -5728542 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5728552.500000 Penalty: 3493.366211
	Iteration 180F: 3 clusters Score -5728552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -5728558.000000 Penalty: 3493.366211
	Iteration 181Q: 3 clusters Score -5728558 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -5728574.500000 Penalty: 3493.366211
	Iteration 182Q: 3 clusters Score -5728574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -5728588.500000 Penalty: 3493.366211
	Iteration 183Q: 3 clusters Score -5728588 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -5728591.500000 Penalty: 3493.366211
	Iteration 184Q: 3 clusters Score -5728592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5728599.500000 Penalty: 3493.366211
	Iteration 185Q: 3 clusters Score -5728600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -5728601.000000 Penalty: 3493.366211
	Iteration 186Q: 3 clusters Score -5728601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5728604.000000 Penalty: 3493.366211
	Iteration 187Q: 3 clusters Score -5728604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5728602.000000 Penalty: 3493.366211
	Iteration 188Q: 3 clusters Score -5728602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5728614.000000 Penalty: 3493.366211
	Iteration 189Q: 3 clusters Score -5728614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45001 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5728623.500000 Penalty: 3493.366211
	Iteration 190Q: 3 clusters Score -5728624 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -5728622.000000 Penalty: 3493.366211
	Iteration 191Q: 3 clusters Score -5728622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5728637.000000 Penalty: 3493.366211
	Iteration 192Q: 3 clusters Score -5728637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5728639.000000 Penalty: 3493.366211
	Iteration 193Q: 3 clusters Score -5728639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5728631.500000 Penalty: 3493.366211
	Iteration 194Q: 3 clusters Score -5728632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -5728641.000000 Penalty: 3493.366211
	Iteration 195Q: 3 clusters Score -5728641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5728642.500000 Penalty: 3493.366211
	Iteration 196Q: 3 clusters Score -5728642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -5728644.500000 Penalty: 3493.366211
	Iteration 197Q: 3 clusters Score -5728644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -5728647.500000 Penalty: 3493.366211
	Iteration 198Q: 3 clusters Score -5728648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5728654.500000 Penalty: 3493.366211
	Iteration 199Q: 3 clusters Score -5728654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5728652.000000 Penalty: 3493.366211
	Iteration 200F: 3 clusters Score -5728652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -5728658.000000 Penalty: 3493.366211
	Iteration 201Q: 3 clusters Score -5728658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5728652.000000 Penalty: 3493.366211
	Iteration 202Q: 3 clusters Score -5728652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -5728654.000000 Penalty: 3493.366211
	Iteration 203Q: 3 clusters Score -5728654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -5728656.000000 Penalty: 3493.366211
	Iteration 204Q: 3 clusters Score -5728656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -5728660.000000 Penalty: 3493.366211
	Iteration 205Q: 3 clusters Score -5728660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5728654.500000 Penalty: 3493.366211
	Iteration 206Q: 3 clusters Score -5728654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -5728660.000000 Penalty: 3493.366211
	Iteration 207Q: 3 clusters Score -5728660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5728663.000000 Penalty: 3493.366211
	Iteration 208Q: 3 clusters Score -5728663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5728672.000000 Penalty: 3493.366211
	Iteration 209Q: 3 clusters Score -5728672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5728666.000000 Penalty: 3493.366211
	Iteration 210Q: 3 clusters Score -5728666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -5728666.500000 Penalty: 3493.366211
	Iteration 211Q: 3 clusters Score -5728666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5728668.500000 Penalty: 3493.366211
	Iteration 212Q: 3 clusters Score -5728668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5728674.000000 Penalty: 3493.366211
	Iteration 213Q: 3 clusters Score -5728674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5728670.000000 Penalty: 3493.366211
	Iteration 214Q: 3 clusters Score -5728670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5728658.000000 Penalty: 3493.366211
	Iteration 215Q: 3 clusters Score -5728658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -5728661.500000 Penalty: 3493.366211
	Iteration 216Q: 3 clusters Score -5728662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -5728663.500000 Penalty: 3493.366211
	Iteration 217Q: 3 clusters Score -5728664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -5728669.000000 Penalty: 3493.366211
	Iteration 218Q: 3 clusters Score -5728669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5728672.000000 Penalty: 3493.366211
	Iteration 219Q: 3 clusters Score -5728672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5728671.500000 Penalty: 3493.366211
	Iteration 220F: 3 clusters Score -5728672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5728672.000000 Penalty: 3493.366211
	Iteration 221Q: 3 clusters Score -5728672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5728672.500000 Penalty: 3493.366211
	Iteration 222Q: 3 clusters Score -5728672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -5728670.500000 Penalty: 3493.366211
	Iteration 223Q: 3 clusters Score -5728670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5728668.500000 Penalty: 3493.366211
	Iteration 224Q: 3 clusters Score -5728668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -5728671.000000 Penalty: 3493.366211
	Iteration 225Q: 3 clusters Score -5728671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45340 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -5728676.000000 Penalty: 3493.366211
	Iteration 226Q: 3 clusters Score -5728676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5728673.500000 Penalty: 3493.366211
	Iteration 227Q: 3 clusters Score -5728674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5728679.000000 Penalty: 3493.366211
	Iteration 228Q: 3 clusters Score -5728679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5728675.500000 Penalty: 3493.366211
	Iteration 229Q: 3 clusters Score -5728676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5728685.000000 Penalty: 3493.366211
	Iteration 230Q: 3 clusters Score -5728685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5728688.000000 Penalty: 3493.366211
	Iteration 231Q: 3 clusters Score -5728688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5728684.500000 Penalty: 3493.366211
	Iteration 232Q: 3 clusters Score -5728684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5728684.500000 Penalty: 3493.366211
	Iteration 233Q: 3 clusters Score -5728684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5728687.500000 Penalty: 3493.366211
	Iteration 234Q: 3 clusters Score -5728688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5728695.000000 Penalty: 3493.366211
	Iteration 235Q: 3 clusters Score -5728695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5728695.500000 Penalty: 3493.366211
	Iteration 236Q: 3 clusters Score -5728696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5728695.500000 Penalty: 3493.366211
	Iteration 237Q: 3 clusters Score -5728696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5728690.000000 Penalty: 3493.366211
	Iteration 238Q: 3 clusters Score -5728690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -5728690.000000 Penalty: 3493.366211
	Iteration 239F: 3 clusters Score -5728690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -535889.187500 Penalty: 1361.039795
	Iteration 0F: 2 clusters Score -535889.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -532294.250000 Penalty: 2722.079590
	Iteration 0F: 3 clusters Score -532294.2 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -533233.437500 Penalty: 2722.079590
	Iteration 1F: 3 clusters Score -533233.4 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -533380.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -533471.500000 Penalty: 2722.079590
	Iteration 3Q: 3 clusters Score -533471.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -533527.000000 Penalty: 2722.079590
	Iteration 4Q: 3 clusters Score -533527 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -533573.500000 Penalty: 2722.079590
	Iteration 5Q: 3 clusters Score -533573.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -533609.250000 Penalty: 2722.079590
	Iteration 6Q: 3 clusters Score -533609.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -533639.375000 Penalty: 2722.079590
	Iteration 7Q: 3 clusters Score -533639.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -533665.750000 Penalty: 2722.079590
	Iteration 8Q: 3 clusters Score -533665.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -533684.062500 Penalty: 2722.079590
	Iteration 9Q: 3 clusters Score -533684.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -533694.937500 Penalty: 2722.079590
	Iteration 10Q: 3 clusters Score -533694.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -533706.625000 Penalty: 2722.079590
	Iteration 11Q: 3 clusters Score -533706.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -533726.812500 Penalty: 2722.079590
	Iteration 12Q: 3 clusters Score -533726.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -533747.500000 Penalty: 2722.079590
	Iteration 13Q: 3 clusters Score -533747.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -533760.562500 Penalty: 2722.079590
	Iteration 14Q: 3 clusters Score -533760.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -533777.250000 Penalty: 2722.079590
	Iteration 15Q: 3 clusters Score -533777.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -533791.000000 Penalty: 2722.079590
	Iteration 16Q: 3 clusters Score -533791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -533801.875000 Penalty: 2722.079590
	Iteration 17Q: 3 clusters Score -533801.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -533814.812500 Penalty: 2722.079590
	Iteration 18Q: 3 clusters Score -533814.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -533829.000000 Penalty: 2722.079590
	Iteration 19Q: 3 clusters Score -533829 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -533849.062500 Penalty: 2722.079590
	Iteration 20F: 3 clusters Score -533849.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -533867.062500 Penalty: 2722.079590
	Iteration 21Q: 3 clusters Score -533867.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -533883.312500 Penalty: 2722.079590
	Iteration 22Q: 3 clusters Score -533883.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -533902.250000 Penalty: 2722.079590
	Iteration 23Q: 3 clusters Score -533902.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -533922.625000 Penalty: 2722.079590
	Iteration 24Q: 3 clusters Score -533922.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -533941.187500 Penalty: 2722.079590
	Iteration 25Q: 3 clusters Score -533941.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -533957.500000 Penalty: 2722.079590
	Iteration 26Q: 3 clusters Score -533957.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -533967.062500 Penalty: 2722.079590
	Iteration 27Q: 3 clusters Score -533967.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -533975.937500 Penalty: 2722.079590
	Iteration 28Q: 3 clusters Score -533975.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -533982.687500 Penalty: 2722.079590
	Iteration 29Q: 3 clusters Score -533982.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -533990.062500 Penalty: 2722.079590
	Iteration 30Q: 3 clusters Score -533990.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -533993.812500 Penalty: 2722.079590
	Iteration 31Q: 3 clusters Score -533993.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -533997.125000 Penalty: 2722.079590
	Iteration 32Q: 3 clusters Score -533997.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -533998.062500 Penalty: 2722.079590
	Iteration 33Q: 3 clusters Score -533998.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -534002.062500 Penalty: 2722.079590
	Iteration 34Q: 3 clusters Score -534002.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -534005.875000 Penalty: 2722.079590
	Iteration 35Q: 3 clusters Score -534005.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -534011.562500 Penalty: 2722.079590
	Iteration 36Q: 3 clusters Score -534011.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -534018.937500 Penalty: 2722.079590
	Iteration 37Q: 3 clusters Score -534018.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -534025.000000 Penalty: 2722.079590
	Iteration 38Q: 3 clusters Score -534025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -534033.875000 Penalty: 2722.079590
	Iteration 39Q: 3 clusters Score -534033.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -534045.062500 Penalty: 2722.079590
	Iteration 40F: 3 clusters Score -534045.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -534061.750000 Penalty: 2722.079590
	Iteration 41Q: 3 clusters Score -534061.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -534073.812500 Penalty: 2722.079590
	Iteration 42Q: 3 clusters Score -534073.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -534086.187500 Penalty: 2722.079590
	Iteration 43Q: 3 clusters Score -534086.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -534096.437500 Penalty: 2722.079590
	Iteration 44Q: 3 clusters Score -534096.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -534107.750000 Penalty: 2722.079590
	Iteration 45Q: 3 clusters Score -534107.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -534117.250000 Penalty: 2722.079590
	Iteration 46Q: 3 clusters Score -534117.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -534132.312500 Penalty: 2722.079590
	Iteration 47Q: 3 clusters Score -534132.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -534143.000000 Penalty: 2722.079590
	Iteration 48Q: 3 clusters Score -534143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -534155.062500 Penalty: 2722.079590
	Iteration 49Q: 3 clusters Score -534155.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -534156.562500 Penalty: 2722.079590
	Iteration 50Q: 3 clusters Score -534156.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -534158.187500 Penalty: 2722.079590
	Iteration 51Q: 3 clusters Score -534158.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -534159.500000 Penalty: 2722.079590
	Iteration 52Q: 3 clusters Score -534159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -534160.437500 Penalty: 2722.079590
	Iteration 53Q: 3 clusters Score -534160.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -534161.562500 Penalty: 2722.079590
	Iteration 54Q: 3 clusters Score -534161.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -534162.437500 Penalty: 2722.079590
	Iteration 55Q: 3 clusters Score -534162.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -534163.937500 Penalty: 2722.079590
	Iteration 56Q: 3 clusters Score -534163.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -534164.062500 Penalty: 2722.079590
	Iteration 57Q: 3 clusters Score -534164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -534165.750000 Penalty: 2722.079590
	Iteration 58Q: 3 clusters Score -534165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -534166.687500 Penalty: 2722.079590
	Iteration 59Q: 3 clusters Score -534166.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -534166.750000 Penalty: 2722.079590
	Iteration 60F: 3 clusters Score -534166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -534167.000000 Penalty: 2722.079590
	Iteration 61Q: 3 clusters Score -534167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -534167.500000 Penalty: 2722.079590
	Iteration 62Q: 3 clusters Score -534167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -534168.000000 Penalty: 2722.079590
	Iteration 63Q: 3 clusters Score -534168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -534167.750000 Penalty: 2722.079590
	Iteration 64Q: 3 clusters Score -534167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -534168.375000 Penalty: 2722.079590
	Iteration 65Q: 3 clusters Score -534168.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -534169.937500 Penalty: 2722.079590
	Iteration 66Q: 3 clusters Score -534169.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -534170.750000 Penalty: 2722.079590
	Iteration 67Q: 3 clusters Score -534170.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -534170.750000 Penalty: 2722.079590
	Iteration 68F: 3 clusters Score -534170.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Entering Unmasked Estep 
Score: -480637.437500 Penalty: 1344.375732
	Iteration 0F: 2 clusters Score -480637.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -477338.812500 Penalty: 2688.751465
	Iteration 0F: 3 clusters Score -477338.8 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -478185.250000 Penalty: 2688.751465
	Iteration 1F: 3 clusters Score -478185.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -478336.968750 Penalty: 2688.751465
	Iteration 2F: 3 clusters Score -478337 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -478438.562500 Penalty: 2688.751465
	Iteration 3F: 3 clusters Score -478438.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -478514.250000 Penalty: 2688.751465
	Iteration 4Q: 3 clusters Score -478514.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -478579.781250 Penalty: 2688.751465
	Iteration 5Q: 3 clusters Score -478579.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -478639.000000 Penalty: 2688.751465
	Iteration 6Q: 3 clusters Score -478639 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -478695.906250 Penalty: 2688.751465
	Iteration 7Q: 3 clusters Score -478695.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -478741.218750 Penalty: 2688.751465
	Iteration 8Q: 3 clusters Score -478741.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -478775.250000 Penalty: 2688.751465
	Iteration 9Q: 3 clusters Score -478775.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -478805.312500 Penalty: 2688.751465
	Iteration 10Q: 3 clusters Score -478805.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -478830.843750 Penalty: 2688.751465
	Iteration 11Q: 3 clusters Score -478830.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -478857.875000 Penalty: 2688.751465
	Iteration 12Q: 3 clusters Score -478857.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -478885.000000 Penalty: 2688.751465
	Iteration 13Q: 3 clusters Score -478885 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -478915.718750 Penalty: 2688.751465
	Iteration 14Q: 3 clusters Score -478915.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -478949.562500 Penalty: 2688.751465
	Iteration 15Q: 3 clusters Score -478949.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -478981.843750 Penalty: 2688.751465
	Iteration 16Q: 3 clusters Score -478981.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -479016.468750 Penalty: 2688.751465
	Iteration 17Q: 3 clusters Score -479016.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -479048.718750 Penalty: 2688.751465
	Iteration 18Q: 3 clusters Score -479048.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -479072.781250 Penalty: 2688.751465
	Iteration 19Q: 3 clusters Score -479072.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -479093.281250 Penalty: 2688.751465
	Iteration 20F: 3 clusters Score -479093.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -479113.187500 Penalty: 2688.751465
	Iteration 21Q: 3 clusters Score -479113.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -479138.843750 Penalty: 2688.751465
	Iteration 22Q: 3 clusters Score -479138.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -479169.968750 Penalty: 2688.751465
	Iteration 23Q: 3 clusters Score -479170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -479201.250000 Penalty: 2688.751465
	Iteration 24Q: 3 clusters Score -479201.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -479219.125000 Penalty: 2688.751465
	Iteration 25Q: 3 clusters Score -479219.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -479239.125000 Penalty: 2688.751465
	Iteration 26Q: 3 clusters Score -479239.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -479269.375000 Penalty: 2688.751465
	Iteration 27Q: 3 clusters Score -479269.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -479305.406250 Penalty: 2688.751465
	Iteration 28Q: 3 clusters Score -479305.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -479336.531250 Penalty: 2688.751465
	Iteration 29Q: 3 clusters Score -479336.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -479367.250000 Penalty: 2688.751465
	Iteration 30Q: 3 clusters Score -479367.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -479396.406250 Penalty: 2688.751465
	Iteration 31Q: 3 clusters Score -479396.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -479421.843750 Penalty: 2688.751465
	Iteration 32Q: 3 clusters Score -479421.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -479440.750000 Penalty: 2688.751465
	Iteration 33Q: 3 clusters Score -479440.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -479451.750000 Penalty: 2688.751465
	Iteration 34Q: 3 clusters Score -479451.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -479462.812500 Penalty: 2688.751465
	Iteration 35Q: 3 clusters Score -479462.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -479470.625000 Penalty: 2688.751465
	Iteration 36Q: 3 clusters Score -479470.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -479474.000000 Penalty: 2688.751465
	Iteration 37Q: 3 clusters Score -479474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -479476.750000 Penalty: 2688.751465
	Iteration 38Q: 3 clusters Score -479476.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -479484.000000 Penalty: 2688.751465
	Iteration 39Q: 3 clusters Score -479484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -479487.343750 Penalty: 2688.751465
	Iteration 40F: 3 clusters Score -479487.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -479492.531250 Penalty: 2688.751465
	Iteration 41Q: 3 clusters Score -479492.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -479496.062500 Penalty: 2688.751465
	Iteration 42Q: 3 clusters Score -479496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -479496.343750 Penalty: 2688.751465
	Iteration 43Q: 3 clusters Score -479496.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -479498.062500 Penalty: 2688.751465
	Iteration 44Q: 3 clusters Score -479498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -479498.375000 Penalty: 2688.751465
	Iteration 45Q: 3 clusters Score -479498.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -479498.375000 Penalty: 2688.751465
	Iteration 46F: 3 clusters Score -479498.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -371451.906250 Penalty: 1301.467407
	Iteration 0F: 2 clusters Score -371451.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -368674.187500 Penalty: 2602.934814
	Iteration 0F: 3 clusters Score -368674.2 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -369311.406250 Penalty: 2602.934814
	Iteration 1F: 3 clusters Score -369311.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -369462.156250 Penalty: 2602.934814
	Iteration 2F: 3 clusters Score -369462.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -369548.031250 Penalty: 2602.934814
	Iteration 3F: 3 clusters Score -369548 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -369600.062500 Penalty: 2602.934814
	Iteration 4Q: 3 clusters Score -369600.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -369640.343750 Penalty: 2602.934814
	Iteration 5Q: 3 clusters Score -369640.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -369676.687500 Penalty: 2602.934814
	Iteration 6Q: 3 clusters Score -369676.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -369707.375000 Penalty: 2602.934814
	Iteration 7Q: 3 clusters Score -369707.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -369726.875000 Penalty: 2602.934814
	Iteration 8Q: 3 clusters Score -369726.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -369741.250000 Penalty: 2602.934814
	Iteration 9Q: 3 clusters Score -369741.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -369758.625000 Penalty: 2602.934814
	Iteration 10Q: 3 clusters Score -369758.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -369774.375000 Penalty: 2602.934814
	Iteration 11Q: 3 clusters Score -369774.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -369784.031250 Penalty: 2602.934814
	Iteration 12Q: 3 clusters Score -369784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -369794.718750 Penalty: 2602.934814
	Iteration 13Q: 3 clusters Score -369794.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -369804.062500 Penalty: 2602.934814
	Iteration 14Q: 3 clusters Score -369804.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -369811.406250 Penalty: 2602.934814
	Iteration 15Q: 3 clusters Score -369811.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -369820.906250 Penalty: 2602.934814
	Iteration 16Q: 3 clusters Score -369820.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -369832.062500 Penalty: 2602.934814
	Iteration 17Q: 3 clusters Score -369832.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -369841.062500 Penalty: 2602.934814
	Iteration 18Q: 3 clusters Score -369841.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -369851.781250 Penalty: 2602.934814
	Iteration 19Q: 3 clusters Score -369851.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -369866.531250 Penalty: 2602.934814
	Iteration 20F: 3 clusters Score -369866.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -369878.125000 Penalty: 2602.934814
	Iteration 21Q: 3 clusters Score -369878.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -369884.312500 Penalty: 2602.934814
	Iteration 22Q: 3 clusters Score -369884.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -369890.687500 Penalty: 2602.934814
	Iteration 23Q: 3 clusters Score -369890.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -369899.312500 Penalty: 2602.934814
	Iteration 24Q: 3 clusters Score -369899.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -369906.750000 Penalty: 2602.934814
	Iteration 25Q: 3 clusters Score -369906.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -369915.406250 Penalty: 2602.934814
	Iteration 26Q: 3 clusters Score -369915.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -369918.406250 Penalty: 2602.934814
	Iteration 27Q: 3 clusters Score -369918.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -369922.718750 Penalty: 2602.934814
	Iteration 28Q: 3 clusters Score -369922.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -369929.531250 Penalty: 2602.934814
	Iteration 29Q: 3 clusters Score -369929.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -369939.468750 Penalty: 2602.934814
	Iteration 30Q: 3 clusters Score -369939.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -369949.062500 Penalty: 2602.934814
	Iteration 31Q: 3 clusters Score -369949.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -369958.156250 Penalty: 2602.934814
	Iteration 32Q: 3 clusters Score -369958.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -369968.156250 Penalty: 2602.934814
	Iteration 33Q: 3 clusters Score -369968.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -369977.437500 Penalty: 2602.934814
	Iteration 34Q: 3 clusters Score -369977.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -369986.375000 Penalty: 2602.934814
	Iteration 35Q: 3 clusters Score -369986.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -369995.437500 Penalty: 2602.934814
	Iteration 36Q: 3 clusters Score -369995.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -370007.125000 Penalty: 2602.934814
	Iteration 37Q: 3 clusters Score -370007.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -370019.312500 Penalty: 2602.934814
	Iteration 38Q: 3 clusters Score -370019.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -370032.906250 Penalty: 2602.934814
	Iteration 39Q: 3 clusters Score -370032.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -370041.500000 Penalty: 2602.934814
	Iteration 40F: 3 clusters Score -370041.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -370049.875000 Penalty: 2602.934814
	Iteration 41Q: 3 clusters Score -370049.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -370061.750000 Penalty: 2602.934814
	Iteration 42Q: 3 clusters Score -370061.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -370075.937500 Penalty: 2602.934814
	Iteration 43Q: 3 clusters Score -370075.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -370087.375000 Penalty: 2602.934814
	Iteration 44Q: 3 clusters Score -370087.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -370100.500000 Penalty: 2602.934814
	Iteration 45Q: 3 clusters Score -370100.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -370111.093750 Penalty: 2602.934814
	Iteration 46Q: 3 clusters Score -370111.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -370118.281250 Penalty: 2602.934814
	Iteration 47Q: 3 clusters Score -370118.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -370127.750000 Penalty: 2602.934814
	Iteration 48Q: 3 clusters Score -370127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -370135.656250 Penalty: 2602.934814
	Iteration 49Q: 3 clusters Score -370135.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -370140.750000 Penalty: 2602.934814
	Iteration 50Q: 3 clusters Score -370140.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -370144.218750 Penalty: 2602.934814
	Iteration 51Q: 3 clusters Score -370144.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -370149.906250 Penalty: 2602.934814
	Iteration 52Q: 3 clusters Score -370149.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -370160.593750 Penalty: 2602.934814
	Iteration 53Q: 3 clusters Score -370160.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -370171.156250 Penalty: 2602.934814
	Iteration 54Q: 3 clusters Score -370171.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -370180.093750 Penalty: 2602.934814
	Iteration 55Q: 3 clusters Score -370180.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -370193.906250 Penalty: 2602.934814
	Iteration 56Q: 3 clusters Score -370193.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -370204.656250 Penalty: 2602.934814
	Iteration 57Q: 3 clusters Score -370204.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -370212.875000 Penalty: 2602.934814
	Iteration 58Q: 3 clusters Score -370212.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -370215.718750 Penalty: 2602.934814
	Iteration 59Q: 3 clusters Score -370215.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -370222.062500 Penalty: 2602.934814
	Iteration 60F: 3 clusters Score -370222.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -370225.781250 Penalty: 2602.934814
	Iteration 61Q: 3 clusters Score -370225.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -370234.125000 Penalty: 2602.934814
	Iteration 62Q: 3 clusters Score -370234.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -370243.406250 Penalty: 2602.934814
	Iteration 63Q: 3 clusters Score -370243.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -370252.093750 Penalty: 2602.934814
	Iteration 64Q: 3 clusters Score -370252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -370254.812500 Penalty: 2602.934814
	Iteration 65Q: 3 clusters Score -370254.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -370257.562500 Penalty: 2602.934814
	Iteration 66Q: 3 clusters Score -370257.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -370258.093750 Penalty: 2602.934814
	Iteration 67Q: 3 clusters Score -370258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -370263.218750 Penalty: 2602.934814
	Iteration 68Q: 3 clusters Score -370263.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -370272.031250 Penalty: 2602.934814
	Iteration 69Q: 3 clusters Score -370272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -370279.281250 Penalty: 2602.934814
	Iteration 70Q: 3 clusters Score -370279.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -370286.031250 Penalty: 2602.934814
	Iteration 71Q: 3 clusters Score -370286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -370290.656250 Penalty: 2602.934814
	Iteration 72Q: 3 clusters Score -370290.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -370292.531250 Penalty: 2602.934814
	Iteration 73Q: 3 clusters Score -370292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -370292.906250 Penalty: 2602.934814
	Iteration 74Q: 3 clusters Score -370292.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -370292.906250 Penalty: 2602.934814
	Iteration 75F: 3 clusters Score -370292.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Entering Unmasked Estep 
Score: -371009.968750 Penalty: 1302.705322
	Iteration 0F: 2 clusters Score -371010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -368306.656250 Penalty: 2605.410645
	Iteration 0F: 3 clusters Score -368306.7 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -369000.843750 Penalty: 2605.410645
	Iteration 1F: 3 clusters Score -369000.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -369180.093750 Penalty: 2605.410645
	Iteration 2F: 3 clusters Score -369180.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -369325.406250 Penalty: 2605.410645
	Iteration 3F: 3 clusters Score -369325.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -369454.750000 Penalty: 2605.410645
	Iteration 4F: 3 clusters Score -369454.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -369558.875000 Penalty: 2605.410645
	Iteration 5Q: 3 clusters Score -369558.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -369629.937500 Penalty: 2605.410645
	Iteration 6Q: 3 clusters Score -369629.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -369694.156250 Penalty: 2605.410645
	Iteration 7Q: 3 clusters Score -369694.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -369752.625000 Penalty: 2605.410645
	Iteration 8Q: 3 clusters Score -369752.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -369806.093750 Penalty: 2605.410645
	Iteration 9Q: 3 clusters Score -369806.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -369852.281250 Penalty: 2605.410645
	Iteration 10Q: 3 clusters Score -369852.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -369884.687500 Penalty: 2605.410645
	Iteration 11Q: 3 clusters Score -369884.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -369902.843750 Penalty: 2605.410645
	Iteration 12Q: 3 clusters Score -369902.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -369920.125000 Penalty: 2605.410645
	Iteration 13Q: 3 clusters Score -369920.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -369931.875000 Penalty: 2605.410645
	Iteration 14Q: 3 clusters Score -369931.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -369944.312500 Penalty: 2605.410645
	Iteration 15Q: 3 clusters Score -369944.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -369951.937500 Penalty: 2605.410645
	Iteration 16Q: 3 clusters Score -369951.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -369958.593750 Penalty: 2605.410645
	Iteration 17Q: 3 clusters Score -369958.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -369962.343750 Penalty: 2605.410645
	Iteration 18Q: 3 clusters Score -369962.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -369966.593750 Penalty: 2605.410645
	Iteration 19Q: 3 clusters Score -369966.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -369968.531250 Penalty: 2605.410645
	Iteration 20F: 3 clusters Score -369968.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -369969.531250 Penalty: 2605.410645
	Iteration 21Q: 3 clusters Score -369969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -369969.562500 Penalty: 2605.410645
	Iteration 22Q: 3 clusters Score -369969.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -369969.562500 Penalty: 2605.410645
	Iteration 23F: 3 clusters Score -369969.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -415532.500000 Penalty: 1329.211182
	Iteration 0F: 2 clusters Score -415532.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -412471.312500 Penalty: 2658.422363
	Iteration 0F: 3 clusters Score -412471.3 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -413224.218750 Penalty: 2658.422363
	Iteration 1F: 3 clusters Score -413224.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -413372.312500 Penalty: 2658.422363
	Iteration 2F: 3 clusters Score -413372.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -413457.218750 Penalty: 2658.422363
	Iteration 3Q: 3 clusters Score -413457.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -413512.968750 Penalty: 2658.422363
	Iteration 4Q: 3 clusters Score -413513 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -413567.687500 Penalty: 2658.422363
	Iteration 5Q: 3 clusters Score -413567.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -413608.531250 Penalty: 2658.422363
	Iteration 6Q: 3 clusters Score -413608.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -413652.500000 Penalty: 2658.422363
	Iteration 7Q: 3 clusters Score -413652.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -413696.875000 Penalty: 2658.422363
	Iteration 8Q: 3 clusters Score -413696.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -413726.093750 Penalty: 2658.422363
	Iteration 9Q: 3 clusters Score -413726.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -413752.843750 Penalty: 2658.422363
	Iteration 10Q: 3 clusters Score -413752.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -413776.812500 Penalty: 2658.422363
	Iteration 11Q: 3 clusters Score -413776.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -413804.875000 Penalty: 2658.422363
	Iteration 12Q: 3 clusters Score -413804.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -413832.656250 Penalty: 2658.422363
	Iteration 13Q: 3 clusters Score -413832.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -413872.562500 Penalty: 2658.422363
	Iteration 14Q: 3 clusters Score -413872.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -413921.281250 Penalty: 2658.422363
	Iteration 15Q: 3 clusters Score -413921.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -413963.156250 Penalty: 2658.422363
	Iteration 16Q: 3 clusters Score -413963.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -414000.343750 Penalty: 2658.422363
	Iteration 17Q: 3 clusters Score -414000.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -414036.125000 Penalty: 2658.422363
	Iteration 18Q: 3 clusters Score -414036.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -414068.375000 Penalty: 2658.422363
	Iteration 19Q: 3 clusters Score -414068.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -414113.406250 Penalty: 2658.422363
	Iteration 20F: 3 clusters Score -414113.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -414161.562500 Penalty: 2658.422363
	Iteration 21Q: 3 clusters Score -414161.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -414197.031250 Penalty: 2658.422363
	Iteration 22Q: 3 clusters Score -414197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -414218.062500 Penalty: 2658.422363
	Iteration 23Q: 3 clusters Score -414218.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -414240.125000 Penalty: 2658.422363
	Iteration 24Q: 3 clusters Score -414240.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -414258.562500 Penalty: 2658.422363
	Iteration 25Q: 3 clusters Score -414258.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -414275.187500 Penalty: 2658.422363
	Iteration 26Q: 3 clusters Score -414275.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -414292.187500 Penalty: 2658.422363
	Iteration 27Q: 3 clusters Score -414292.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -414304.125000 Penalty: 2658.422363
	Iteration 28Q: 3 clusters Score -414304.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -414309.562500 Penalty: 2658.422363
	Iteration 29Q: 3 clusters Score -414309.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -414316.406250 Penalty: 2658.422363
	Iteration 30Q: 3 clusters Score -414316.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -414324.218750 Penalty: 2658.422363
	Iteration 31Q: 3 clusters Score -414324.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -414328.843750 Penalty: 2658.422363
	Iteration 32Q: 3 clusters Score -414328.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -414333.750000 Penalty: 2658.422363
	Iteration 33Q: 3 clusters Score -414333.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -414338.687500 Penalty: 2658.422363
	Iteration 34Q: 3 clusters Score -414338.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -414340.125000 Penalty: 2658.422363
	Iteration 35Q: 3 clusters Score -414340.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -414341.281250 Penalty: 2658.422363
	Iteration 36Q: 3 clusters Score -414341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -414342.562500 Penalty: 2658.422363
	Iteration 37Q: 3 clusters Score -414342.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -414345.593750 Penalty: 2658.422363
	Iteration 38Q: 3 clusters Score -414345.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -414347.437500 Penalty: 2658.422363
	Iteration 39Q: 3 clusters Score -414347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -414348.937500 Penalty: 2658.422363
	Iteration 40F: 3 clusters Score -414348.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -414351.250000 Penalty: 2658.422363
	Iteration 41Q: 3 clusters Score -414351.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -414353.125000 Penalty: 2658.422363
	Iteration 42Q: 3 clusters Score -414353.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -414353.125000 Penalty: 2658.422363
	Iteration 43F: 3 clusters Score -414353.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Entering Unmasked Estep 
Score: -104522.273438 Penalty: 1099.506104
	Iteration 0F: 2 clusters Score -104522.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103188.164062 Penalty: 2199.012207
	Iteration 0F: 3 clusters Score -103188.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -103400.937500 Penalty: 2199.012207
	Iteration 1F: 3 clusters Score -103400.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -103462.093750 Penalty: 2199.012207
	Iteration 2F: 3 clusters Score -103462.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -103497.218750 Penalty: 2199.012207
	Iteration 3Q: 3 clusters Score -103497.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -103519.351562 Penalty: 2199.012207
	Iteration 4Q: 3 clusters Score -103519.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -103531.046875 Penalty: 2199.012207
	Iteration 5Q: 3 clusters Score -103531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -103541.382812 Penalty: 2199.012207
	Iteration 6Q: 3 clusters Score -103541.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103549.414062 Penalty: 2199.012207
	Iteration 7Q: 3 clusters Score -103549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -103554.515625 Penalty: 2199.012207
	Iteration 8Q: 3 clusters Score -103554.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103557.226562 Penalty: 2199.012207
	Iteration 9Q: 3 clusters Score -103557.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -103563.617188 Penalty: 2199.012207
	Iteration 10Q: 3 clusters Score -103563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -103566.929688 Penalty: 2199.012207
	Iteration 11Q: 3 clusters Score -103566.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -103572.945312 Penalty: 2199.012207
	Iteration 12Q: 3 clusters Score -103572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103573.367188 Penalty: 2199.012207
	Iteration 13Q: 3 clusters Score -103573.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103573.367188 Penalty: 2199.012207
	Iteration 14F: 3 clusters Score -103573.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Entering Unmasked Estep 
Score: -1669850.000000 Penalty: 1545.001343
	Iteration 0F: 2 clusters Score -1669850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1660426.750000 Penalty: 3090.002686
	Iteration 0F: 3 clusters Score -1660427 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1663669.875000 Penalty: 3090.002686
	Iteration 1F: 3 clusters Score -1663670 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1663942.250000 Penalty: 3090.002686
	Iteration 2F: 3 clusters Score -1663942 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1664166.375000 Penalty: 3090.002686
	Iteration 3Q: 3 clusters Score -1664166 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1664376.750000 Penalty: 3090.002686
	Iteration 4Q: 3 clusters Score -1664377 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1664587.875000 Penalty: 3090.002686
	Iteration 5Q: 3 clusters Score -1664588 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1664844.875000 Penalty: 3090.002686
	Iteration 6Q: 3 clusters Score -1664845 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1665120.125000 Penalty: 3090.002686
	Iteration 7Q: 3 clusters Score -1665120 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1665445.125000 Penalty: 3090.002686
	Iteration 8Q: 3 clusters Score -1665445 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1665839.625000 Penalty: 3090.002686
	Iteration 9Q: 3 clusters Score -1665840 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1666266.625000 Penalty: 3090.002686
	Iteration 10Q: 3 clusters Score -1666267 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1666696.250000 Penalty: 3090.002686
	Iteration 11Q: 3 clusters Score -1666696 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1667035.625000 Penalty: 3090.002686
	Iteration 12Q: 3 clusters Score -1667036 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1667271.875000 Penalty: 3090.002686
	Iteration 13Q: 3 clusters Score -1667272 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1667458.750000 Penalty: 3090.002686
	Iteration 14Q: 3 clusters Score -1667459 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1667586.000000 Penalty: 3090.002686
	Iteration 15Q: 3 clusters Score -1667586 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1667671.375000 Penalty: 3090.002686
	Iteration 16Q: 3 clusters Score -1667671 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1667742.500000 Penalty: 3090.002686
	Iteration 17Q: 3 clusters Score -1667742 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1667796.750000 Penalty: 3090.002686
	Iteration 18Q: 3 clusters Score -1667797 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1667853.625000 Penalty: 3090.002686
	Iteration 19Q: 3 clusters Score -1667854 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1667898.750000 Penalty: 3090.002686
	Iteration 20F: 3 clusters Score -1667899 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1667945.500000 Penalty: 3090.002686
	Iteration 21Q: 3 clusters Score -1667946 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1667990.125000 Penalty: 3090.002686
	Iteration 22Q: 3 clusters Score -1667990 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1668027.875000 Penalty: 3090.002686
	Iteration 23Q: 3 clusters Score -1668028 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1668053.750000 Penalty: 3090.002686
	Iteration 24Q: 3 clusters Score -1668054 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1668068.000000 Penalty: 3090.002686
	Iteration 25Q: 3 clusters Score -1668068 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1668087.000000 Penalty: 3090.002686
	Iteration 26Q: 3 clusters Score -1668087 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1668089.000000 Penalty: 3090.002686
	Iteration 27Q: 3 clusters Score -1668089 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1668100.375000 Penalty: 3090.002686
	Iteration 28Q: 3 clusters Score -1668100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1668100.750000 Penalty: 3090.002686
	Iteration 29Q: 3 clusters Score -1668101 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1668107.375000 Penalty: 3090.002686
	Iteration 30Q: 3 clusters Score -1668107 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1668112.875000 Penalty: 3090.002686
	Iteration 31Q: 3 clusters Score -1668113 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1668116.250000 Penalty: 3090.002686
	Iteration 32Q: 3 clusters Score -1668116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1668115.375000 Penalty: 3090.002686
	Iteration 33Q: 3 clusters Score -1668115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1668121.750000 Penalty: 3090.002686
	Iteration 34Q: 3 clusters Score -1668122 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1668121.250000 Penalty: 3090.002686
	Iteration 35Q: 3 clusters Score -1668121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1668125.250000 Penalty: 3090.002686
	Iteration 36Q: 3 clusters Score -1668125 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1668127.875000 Penalty: 3090.002686
	Iteration 37Q: 3 clusters Score -1668128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1668136.625000 Penalty: 3090.002686
	Iteration 38Q: 3 clusters Score -1668137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1668144.375000 Penalty: 3090.002686
	Iteration 39Q: 3 clusters Score -1668144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1668150.375000 Penalty: 3090.002686
	Iteration 40F: 3 clusters Score -1668150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1668152.750000 Penalty: 3090.002686
	Iteration 41Q: 3 clusters Score -1668153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1668147.875000 Penalty: 3090.002686
	Iteration 42Q: 3 clusters Score -1668148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1668151.250000 Penalty: 3090.002686
	Iteration 43Q: 3 clusters Score -1668151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1668150.375000 Penalty: 3090.002686
	Iteration 44Q: 3 clusters Score -1668150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1668158.125000 Penalty: 3090.002686
	Iteration 45Q: 3 clusters Score -1668158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1668158.875000 Penalty: 3090.002686
	Iteration 46Q: 3 clusters Score -1668159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1668157.500000 Penalty: 3090.002686
	Iteration 47Q: 3 clusters Score -1668158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1668161.125000 Penalty: 3090.002686
	Iteration 48Q: 3 clusters Score -1668161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1668160.875000 Penalty: 3090.002686
	Iteration 49Q: 3 clusters Score -1668161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1668159.125000 Penalty: 3090.002686
	Iteration 50Q: 3 clusters Score -1668159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1668162.875000 Penalty: 3090.002686
	Iteration 51Q: 3 clusters Score -1668163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1668160.000000 Penalty: 3090.002686
	Iteration 52Q: 3 clusters Score -1668160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1668162.500000 Penalty: 3090.002686
	Iteration 53Q: 3 clusters Score -1668162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1668161.250000 Penalty: 3090.002686
	Iteration 54Q: 3 clusters Score -1668161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1668162.125000 Penalty: 3090.002686
	Iteration 55Q: 3 clusters Score -1668162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1668162.250000 Penalty: 3090.002686
	Iteration 56Q: 3 clusters Score -1668162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1668164.375000 Penalty: 3090.002686
	Iteration 57Q: 3 clusters Score -1668164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1668165.750000 Penalty: 3090.002686
	Iteration 58Q: 3 clusters Score -1668166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1668165.625000 Penalty: 3090.002686
	Iteration 59Q: 3 clusters Score -1668166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1668163.375000 Penalty: 3090.002686
	Iteration 60F: 3 clusters Score -1668163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1668162.875000 Penalty: 3090.002686
	Iteration 61Q: 3 clusters Score -1668163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1668165.000000 Penalty: 3090.002686
	Iteration 62Q: 3 clusters Score -1668165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1668163.125000 Penalty: 3090.002686
	Iteration 63Q: 3 clusters Score -1668163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -1668163.500000 Penalty: 3090.002686
	Iteration 64Q: 3 clusters Score -1668164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1668168.250000 Penalty: 3090.002686
	Iteration 65Q: 3 clusters Score -1668168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1668166.750000 Penalty: 3090.002686
	Iteration 66Q: 3 clusters Score -1668167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1668166.750000 Penalty: 3090.002686
	Iteration 67F: 3 clusters Score -1668167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -281124.906250 Penalty: 1257.999268
	Iteration 0F: 2 clusters Score -281124.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -278811.593750 Penalty: 2515.998535
	Iteration 0F: 3 clusters Score -278811.6 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -279289.687500 Penalty: 2515.998535
	Iteration 1F: 3 clusters Score -279289.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -279422.687500 Penalty: 2515.998535
	Iteration 2F: 3 clusters Score -279422.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -279496.468750 Penalty: 2515.998535
	Iteration 3F: 3 clusters Score -279496.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -279558.625000 Penalty: 2515.998535
	Iteration 4Q: 3 clusters Score -279558.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -279617.500000 Penalty: 2515.998535
	Iteration 5Q: 3 clusters Score -279617.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -279668.375000 Penalty: 2515.998535
	Iteration 6Q: 3 clusters Score -279668.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -279697.125000 Penalty: 2515.998535
	Iteration 7Q: 3 clusters Score -279697.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -279714.437500 Penalty: 2515.998535
	Iteration 8Q: 3 clusters Score -279714.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -279730.656250 Penalty: 2515.998535
	Iteration 9Q: 3 clusters Score -279730.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -279742.468750 Penalty: 2515.998535
	Iteration 10Q: 3 clusters Score -279742.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -279749.906250 Penalty: 2515.998535
	Iteration 11Q: 3 clusters Score -279749.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -279756.562500 Penalty: 2515.998535
	Iteration 12Q: 3 clusters Score -279756.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -279763.437500 Penalty: 2515.998535
	Iteration 13Q: 3 clusters Score -279763.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -279768.531250 Penalty: 2515.998535
	Iteration 14Q: 3 clusters Score -279768.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -279775.968750 Penalty: 2515.998535
	Iteration 15Q: 3 clusters Score -279776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -279786.375000 Penalty: 2515.998535
	Iteration 16Q: 3 clusters Score -279786.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -279796.781250 Penalty: 2515.998535
	Iteration 17Q: 3 clusters Score -279796.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -279807.281250 Penalty: 2515.998535
	Iteration 18Q: 3 clusters Score -279807.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -279819.968750 Penalty: 2515.998535
	Iteration 19Q: 3 clusters Score -279820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -279836.187500 Penalty: 2515.998535
	Iteration 20F: 3 clusters Score -279836.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -279854.375000 Penalty: 2515.998535
	Iteration 21Q: 3 clusters Score -279854.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -279872.593750 Penalty: 2515.998535
	Iteration 22Q: 3 clusters Score -279872.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -279893.625000 Penalty: 2515.998535
	Iteration 23Q: 3 clusters Score -279893.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -279908.656250 Penalty: 2515.998535
	Iteration 24Q: 3 clusters Score -279908.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -279925.437500 Penalty: 2515.998535
	Iteration 25Q: 3 clusters Score -279925.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -279942.375000 Penalty: 2515.998535
	Iteration 26Q: 3 clusters Score -279942.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -279965.031250 Penalty: 2515.998535
	Iteration 27Q: 3 clusters Score -279965 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -279980.218750 Penalty: 2515.998535
	Iteration 28Q: 3 clusters Score -279980.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -279992.531250 Penalty: 2515.998535
	Iteration 29Q: 3 clusters Score -279992.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -280007.156250 Penalty: 2515.998535
	Iteration 30Q: 3 clusters Score -280007.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -280020.125000 Penalty: 2515.998535
	Iteration 31Q: 3 clusters Score -280020.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -280033.156250 Penalty: 2515.998535
	Iteration 32Q: 3 clusters Score -280033.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -280045.750000 Penalty: 2515.998535
	Iteration 33Q: 3 clusters Score -280045.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -280054.875000 Penalty: 2515.998535
	Iteration 34Q: 3 clusters Score -280054.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -280066.187500 Penalty: 2515.998535
	Iteration 35Q: 3 clusters Score -280066.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -280077.000000 Penalty: 2515.998535
	Iteration 36Q: 3 clusters Score -280077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -280082.593750 Penalty: 2515.998535
	Iteration 37Q: 3 clusters Score -280082.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -280089.375000 Penalty: 2515.998535
	Iteration 38Q: 3 clusters Score -280089.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -280091.718750 Penalty: 2515.998535
	Iteration 39Q: 3 clusters Score -280091.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -280096.375000 Penalty: 2515.998535
	Iteration 40F: 3 clusters Score -280096.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -280099.625000 Penalty: 2515.998535
	Iteration 41Q: 3 clusters Score -280099.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -280102.125000 Penalty: 2515.998535
	Iteration 42Q: 3 clusters Score -280102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -280105.593750 Penalty: 2515.998535
	Iteration 43Q: 3 clusters Score -280105.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -280109.593750 Penalty: 2515.998535
	Iteration 44Q: 3 clusters Score -280109.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -280112.781250 Penalty: 2515.998535
	Iteration 45Q: 3 clusters Score -280112.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -280114.593750 Penalty: 2515.998535
	Iteration 46Q: 3 clusters Score -280114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -280116.156250 Penalty: 2515.998535
	Iteration 47Q: 3 clusters Score -280116.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -280116.500000 Penalty: 2515.998535
	Iteration 48Q: 3 clusters Score -280116.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -280116.500000 Penalty: 2515.998535
	Iteration 49F: 3 clusters Score -280116.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Entering Unmasked Estep 
Score: -1102447.750000 Penalty: 1491.864746
	Iteration 0F: 2 clusters Score -1102448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1095537.500000 Penalty: 2983.729492
	Iteration 0F: 3 clusters Score -1095538 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1098237.125000 Penalty: 2983.729492
	Iteration 1F: 3 clusters Score -1098237 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1098694.250000 Penalty: 2983.729492
	Iteration 2F: 3 clusters Score -1098694 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1099072.375000 Penalty: 2983.729492
	Iteration 3F: 3 clusters Score -1099072 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1099352.250000 Penalty: 2983.729492
	Iteration 4F: 3 clusters Score -1099352 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1099562.875000 Penalty: 2983.729492
	Iteration 5Q: 3 clusters Score -1099563 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1099764.750000 Penalty: 2983.729492
	Iteration 6Q: 3 clusters Score -1099765 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1099907.000000 Penalty: 2983.729492
	Iteration 7Q: 3 clusters Score -1099907 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1100030.375000 Penalty: 2983.729492
	Iteration 8Q: 3 clusters Score -1100030 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1100136.000000 Penalty: 2983.729492
	Iteration 9Q: 3 clusters Score -1100136 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1100231.625000 Penalty: 2983.729492
	Iteration 10Q: 3 clusters Score -1100232 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1100330.250000 Penalty: 2983.729492
	Iteration 11Q: 3 clusters Score -1100330 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1100410.500000 Penalty: 2983.729492
	Iteration 12Q: 3 clusters Score -1100410 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1100485.500000 Penalty: 2983.729492
	Iteration 13Q: 3 clusters Score -1100486 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1100548.000000 Penalty: 2983.729492
	Iteration 14Q: 3 clusters Score -1100548 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1100613.375000 Penalty: 2983.729492
	Iteration 15Q: 3 clusters Score -1100613 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1100667.750000 Penalty: 2983.729492
	Iteration 16Q: 3 clusters Score -1100668 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1100695.500000 Penalty: 2983.729492
	Iteration 17Q: 3 clusters Score -1100696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1100721.625000 Penalty: 2983.729492
	Iteration 18Q: 3 clusters Score -1100722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1100742.125000 Penalty: 2983.729492
	Iteration 19Q: 3 clusters Score -1100742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1100760.875000 Penalty: 2983.729492
	Iteration 20F: 3 clusters Score -1100761 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1100777.125000 Penalty: 2983.729492
	Iteration 21Q: 3 clusters Score -1100777 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1100786.750000 Penalty: 2983.729492
	Iteration 22Q: 3 clusters Score -1100787 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1100790.875000 Penalty: 2983.729492
	Iteration 23Q: 3 clusters Score -1100791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1100798.750000 Penalty: 2983.729492
	Iteration 24Q: 3 clusters Score -1100799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1100804.375000 Penalty: 2983.729492
	Iteration 25Q: 3 clusters Score -1100804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1100816.875000 Penalty: 2983.729492
	Iteration 26Q: 3 clusters Score -1100817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1100826.875000 Penalty: 2983.729492
	Iteration 27Q: 3 clusters Score -1100827 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1100833.750000 Penalty: 2983.729492
	Iteration 28Q: 3 clusters Score -1100834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1100839.125000 Penalty: 2983.729492
	Iteration 29Q: 3 clusters Score -1100839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1100844.000000 Penalty: 2983.729492
	Iteration 30Q: 3 clusters Score -1100844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1100846.500000 Penalty: 2983.729492
	Iteration 31Q: 3 clusters Score -1100846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1100855.000000 Penalty: 2983.729492
	Iteration 32Q: 3 clusters Score -1100855 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1100856.375000 Penalty: 2983.729492
	Iteration 33Q: 3 clusters Score -1100856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1100861.125000 Penalty: 2983.729492
	Iteration 34Q: 3 clusters Score -1100861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1100864.250000 Penalty: 2983.729492
	Iteration 35Q: 3 clusters Score -1100864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1100869.375000 Penalty: 2983.729492
	Iteration 36Q: 3 clusters Score -1100869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1100875.750000 Penalty: 2983.729492
	Iteration 37Q: 3 clusters Score -1100876 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1100877.750000 Penalty: 2983.729492
	Iteration 38Q: 3 clusters Score -1100878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1100884.625000 Penalty: 2983.729492
	Iteration 39Q: 3 clusters Score -1100885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1100889.875000 Penalty: 2983.729492
	Iteration 40F: 3 clusters Score -1100890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1100893.875000 Penalty: 2983.729492
	Iteration 41Q: 3 clusters Score -1100894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1100901.750000 Penalty: 2983.729492
	Iteration 42Q: 3 clusters Score -1100902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1100906.375000 Penalty: 2983.729492
	Iteration 43Q: 3 clusters Score -1100906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1100912.625000 Penalty: 2983.729492
	Iteration 44Q: 3 clusters Score -1100913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1100916.250000 Penalty: 2983.729492
	Iteration 45Q: 3 clusters Score -1100916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1100923.250000 Penalty: 2983.729492
	Iteration 46Q: 3 clusters Score -1100923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1100927.500000 Penalty: 2983.729492
	Iteration 47Q: 3 clusters Score -1100928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1100935.625000 Penalty: 2983.729492
	Iteration 48Q: 3 clusters Score -1100936 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1100942.125000 Penalty: 2983.729492
	Iteration 49Q: 3 clusters Score -1100942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1100958.125000 Penalty: 2983.729492
	Iteration 50Q: 3 clusters Score -1100958 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1100971.375000 Penalty: 2983.729492
	Iteration 51Q: 3 clusters Score -1100971 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1100978.875000 Penalty: 2983.729492
	Iteration 52Q: 3 clusters Score -1100979 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1100985.250000 Penalty: 2983.729492
	Iteration 53Q: 3 clusters Score -1100985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1100994.250000 Penalty: 2983.729492
	Iteration 54Q: 3 clusters Score -1100994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1101002.875000 Penalty: 2983.729492
	Iteration 55Q: 3 clusters Score -1101003 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1101014.375000 Penalty: 2983.729492
	Iteration 56Q: 3 clusters Score -1101014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1101031.500000 Penalty: 2983.729492
	Iteration 57Q: 3 clusters Score -1101032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1101042.750000 Penalty: 2983.729492
	Iteration 58Q: 3 clusters Score -1101043 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1101064.625000 Penalty: 2983.729492
	Iteration 59Q: 3 clusters Score -1101065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1101080.250000 Penalty: 2983.729492
	Iteration 60F: 3 clusters Score -1101080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1101099.250000 Penalty: 2983.729492
	Iteration 61Q: 3 clusters Score -1101099 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1101118.250000 Penalty: 2983.729492
	Iteration 62Q: 3 clusters Score -1101118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1101138.625000 Penalty: 2983.729492
	Iteration 63Q: 3 clusters Score -1101139 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1101157.875000 Penalty: 2983.729492
	Iteration 64Q: 3 clusters Score -1101158 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1101172.250000 Penalty: 2983.729492
	Iteration 65Q: 3 clusters Score -1101172 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1101185.500000 Penalty: 2983.729492
	Iteration 66Q: 3 clusters Score -1101186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1101195.250000 Penalty: 2983.729492
	Iteration 67Q: 3 clusters Score -1101195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1101209.500000 Penalty: 2983.729492
	Iteration 68Q: 3 clusters Score -1101210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1101216.500000 Penalty: 2983.729492
	Iteration 69Q: 3 clusters Score -1101216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1101226.500000 Penalty: 2983.729492
	Iteration 70Q: 3 clusters Score -1101226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1101230.250000 Penalty: 2983.729492
	Iteration 71Q: 3 clusters Score -1101230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1101236.375000 Penalty: 2983.729492
	Iteration 72Q: 3 clusters Score -1101236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1101241.875000 Penalty: 2983.729492
	Iteration 73Q: 3 clusters Score -1101242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1101242.875000 Penalty: 2983.729492
	Iteration 74Q: 3 clusters Score -1101243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1101243.875000 Penalty: 2983.729492
	Iteration 75Q: 3 clusters Score -1101244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1101249.500000 Penalty: 2983.729492
	Iteration 76Q: 3 clusters Score -1101250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1101250.625000 Penalty: 2983.729492
	Iteration 77Q: 3 clusters Score -1101251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1101252.625000 Penalty: 2983.729492
	Iteration 78Q: 3 clusters Score -1101253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1101251.875000 Penalty: 2983.729492
	Iteration 79Q: 3 clusters Score -1101252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1101253.125000 Penalty: 2983.729492
	Iteration 80F: 3 clusters Score -1101253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1101254.125000 Penalty: 2983.729492
	Iteration 81Q: 3 clusters Score -1101254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1101255.250000 Penalty: 2983.729492
	Iteration 82Q: 3 clusters Score -1101255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1101255.250000 Penalty: 2983.729492
	Iteration 83F: 3 clusters Score -1101255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60474 members 
Entering Unmasked Estep 
Score: -7455567.500000 Penalty: 1789.119873
	Iteration 0F: 2 clusters Score -7455568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -7416028.000000 Penalty: 3578.239746
	Iteration 0F: 3 clusters Score -7416028 nChanged 28646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -7432714.000000 Penalty: 3578.239746
	Iteration 1F: 3 clusters Score -7432714 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 31152 members 
Entering Unmasked Estep 
Score: -7434101.500000 Penalty: 3578.239746
	Iteration 2Q: 3 clusters Score -7434102 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -7435989.500000 Penalty: 3578.239746
	Iteration 3F: 3 clusters Score -7435990 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7438313.000000 Penalty: 3578.239746
	Iteration 4F: 3 clusters Score -7438313 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -7440435.500000 Penalty: 3578.239746
	Iteration 5F: 3 clusters Score -7440436 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -7442157.000000 Penalty: 3578.239746
	Iteration 6F: 3 clusters Score -7442157 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -7443332.500000 Penalty: 3578.239746
	Iteration 7F: 3 clusters Score -7443332 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -7444045.000000 Penalty: 3578.239746
	Iteration 8Q: 3 clusters Score -7444045 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -7444445.500000 Penalty: 3578.239746
	Iteration 9Q: 3 clusters Score -7444446 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -7444740.000000 Penalty: 3578.239746
	Iteration 10Q: 3 clusters Score -7444740 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -7445064.000000 Penalty: 3578.239746
	Iteration 11Q: 3 clusters Score -7445064 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -7445436.000000 Penalty: 3578.239746
	Iteration 12Q: 3 clusters Score -7445436 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -7445858.500000 Penalty: 3578.239746
	Iteration 13Q: 3 clusters Score -7445858 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -7446417.500000 Penalty: 3578.239746
	Iteration 14Q: 3 clusters Score -7446418 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -7447200.500000 Penalty: 3578.239746
	Iteration 15Q: 3 clusters Score -7447200 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -7448219.000000 Penalty: 3578.239746
	Iteration 16Q: 3 clusters Score -7448219 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -7449509.000000 Penalty: 3578.239746
	Iteration 17Q: 3 clusters Score -7449509 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 55558 members 
Entering Unmasked Estep 
Score: -7450756.500000 Penalty: 3578.239746
	Iteration 18Q: 3 clusters Score -7450756 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 57009 members 
Entering Unmasked Estep 
Score: -7451799.000000 Penalty: 3578.239746
	Iteration 19Q: 3 clusters Score -7451799 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 58097 members 
Entering Unmasked Estep 
Score: -7452600.500000 Penalty: 3578.239746
	Iteration 20F: 3 clusters Score -7452600 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 58835 members 
Entering Unmasked Estep 
Score: -7453176.500000 Penalty: 3578.239746
	Iteration 21Q: 3 clusters Score -7453176 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -7453527.000000 Penalty: 3578.239746
	Iteration 22Q: 3 clusters Score -7453527 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 59547 members 
Entering Unmasked Estep 
Score: -7453753.000000 Penalty: 3578.239746
	Iteration 23Q: 3 clusters Score -7453753 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -7453870.000000 Penalty: 3578.239746
	Iteration 24Q: 3 clusters Score -7453870 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 59796 members 
Entering Unmasked Estep 
Score: -7453996.000000 Penalty: 3578.239746
	Iteration 25Q: 3 clusters Score -7453996 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -7454056.000000 Penalty: 3578.239746
	Iteration 26Q: 3 clusters Score -7454056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 59892 members 
Entering Unmasked Estep 
Score: -7454104.500000 Penalty: 3578.239746
	Iteration 27Q: 3 clusters Score -7454104 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -7454135.000000 Penalty: 3578.239746
	Iteration 28Q: 3 clusters Score -7454135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 59932 members 
Entering Unmasked Estep 
Score: -7454163.000000 Penalty: 3578.239746
	Iteration 29Q: 3 clusters Score -7454163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -7454189.000000 Penalty: 3578.239746
	Iteration 30Q: 3 clusters Score -7454189 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 59957 members 
Entering Unmasked Estep 
Score: -7454205.000000 Penalty: 3578.239746
	Iteration 31Q: 3 clusters Score -7454205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -7454213.000000 Penalty: 3578.239746
	Iteration 32Q: 3 clusters Score -7454213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -7454217.000000 Penalty: 3578.239746
	Iteration 33Q: 3 clusters Score -7454217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 59975 members 
Entering Unmasked Estep 
Score: -7454224.000000 Penalty: 3578.239746
	Iteration 34Q: 3 clusters Score -7454224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 59987 members 
Entering Unmasked Estep 
Score: -7454244.500000 Penalty: 3578.239746
	Iteration 35Q: 3 clusters Score -7454244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -7454296.500000 Penalty: 3578.239746
	Iteration 36Q: 3 clusters Score -7454296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -7454350.000000 Penalty: 3578.239746
	Iteration 37Q: 3 clusters Score -7454350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -7454407.000000 Penalty: 3578.239746
	Iteration 38Q: 3 clusters Score -7454407 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -7454463.500000 Penalty: 3578.239746
	Iteration 39Q: 3 clusters Score -7454464 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -7454523.500000 Penalty: 3578.239746
	Iteration 40F: 3 clusters Score -7454524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 60015 members 
Entering Unmasked Estep 
Score: -7454562.000000 Penalty: 3578.239746
	Iteration 41Q: 3 clusters Score -7454562 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -7454610.500000 Penalty: 3578.239746
	Iteration 42Q: 3 clusters Score -7454610 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
Score: -7454677.500000 Penalty: 3578.239746
	Iteration 43Q: 3 clusters Score -7454678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -7454740.000000 Penalty: 3578.239746
	Iteration 44Q: 3 clusters Score -7454740 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 60010 members 
Entering Unmasked Estep 
Score: -7454797.500000 Penalty: 3578.239746
	Iteration 45Q: 3 clusters Score -7454798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 59997 members 
Entering Unmasked Estep 
Score: -7454847.500000 Penalty: 3578.239746
	Iteration 46Q: 3 clusters Score -7454848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 59985 members 
Entering Unmasked Estep 
Score: -7454883.000000 Penalty: 3578.239746
	Iteration 47Q: 3 clusters Score -7454883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -7454897.000000 Penalty: 3578.239746
	Iteration 48Q: 3 clusters Score -7454897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -7454906.000000 Penalty: 3578.239746
	Iteration 49Q: 3 clusters Score -7454906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -7454906.500000 Penalty: 3578.239746
	Iteration 50Q: 3 clusters Score -7454906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -7454911.000000 Penalty: 3578.239746
	Iteration 51Q: 3 clusters Score -7454911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -7454911.000000 Penalty: 3578.239746
	Iteration 52F: 3 clusters Score -7454911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -185443.531250 Penalty: 1213.633423
	Iteration 0F: 2 clusters Score -185443.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -183531.765625 Penalty: 2427.266846
	Iteration 0F: 3 clusters Score -183531.8 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -184134.531250 Penalty: 2427.266846
	Iteration 1F: 3 clusters Score -184134.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -184343.015625 Penalty: 2427.266846
	Iteration 2F: 3 clusters Score -184343 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -184510.718750 Penalty: 2427.266846
	Iteration 3F: 3 clusters Score -184510.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -184632.593750 Penalty: 2427.266846
	Iteration 4F: 3 clusters Score -184632.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -184718.703125 Penalty: 2427.266846
	Iteration 5Q: 3 clusters Score -184718.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -184796.656250 Penalty: 2427.266846
	Iteration 6Q: 3 clusters Score -184796.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -184856.000000 Penalty: 2427.266846
	Iteration 7Q: 3 clusters Score -184856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -184896.968750 Penalty: 2427.266846
	Iteration 8Q: 3 clusters Score -184897 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -184920.812500 Penalty: 2427.266846
	Iteration 9Q: 3 clusters Score -184920.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -184940.843750 Penalty: 2427.266846
	Iteration 10Q: 3 clusters Score -184940.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -184958.265625 Penalty: 2427.266846
	Iteration 11Q: 3 clusters Score -184958.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -184971.625000 Penalty: 2427.266846
	Iteration 12Q: 3 clusters Score -184971.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -184980.218750 Penalty: 2427.266846
	Iteration 13Q: 3 clusters Score -184980.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -184988.687500 Penalty: 2427.266846
	Iteration 14Q: 3 clusters Score -184988.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -184996.718750 Penalty: 2427.266846
	Iteration 15Q: 3 clusters Score -184996.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -185012.484375 Penalty: 2427.266846
	Iteration 16Q: 3 clusters Score -185012.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -185032.781250 Penalty: 2427.266846
	Iteration 17Q: 3 clusters Score -185032.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -185052.375000 Penalty: 2427.266846
	Iteration 18Q: 3 clusters Score -185052.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -185082.500000 Penalty: 2427.266846
	Iteration 19Q: 3 clusters Score -185082.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -185107.328125 Penalty: 2427.266846
	Iteration 20F: 3 clusters Score -185107.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -185122.937500 Penalty: 2427.266846
	Iteration 21Q: 3 clusters Score -185122.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -185130.765625 Penalty: 2427.266846
	Iteration 22Q: 3 clusters Score -185130.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -185134.953125 Penalty: 2427.266846
	Iteration 23Q: 3 clusters Score -185135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -185136.875000 Penalty: 2427.266846
	Iteration 24Q: 3 clusters Score -185136.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -185141.640625 Penalty: 2427.266846
	Iteration 25Q: 3 clusters Score -185141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -185144.625000 Penalty: 2427.266846
	Iteration 26Q: 3 clusters Score -185144.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -185148.343750 Penalty: 2427.266846
	Iteration 27Q: 3 clusters Score -185148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -185151.000000 Penalty: 2427.266846
	Iteration 28Q: 3 clusters Score -185151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -185152.703125 Penalty: 2427.266846
	Iteration 29Q: 3 clusters Score -185152.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -185152.703125 Penalty: 2427.266846
	Iteration 30F: 3 clusters Score -185152.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Entering Unmasked Estep 
Score: -1000482.937500 Penalty: 1461.855347
	Iteration 0F: 2 clusters Score -1000483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -994601.437500 Penalty: 2923.710693
	Iteration 0F: 3 clusters Score -994601.4 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -996482.437500 Penalty: 2923.710693
	Iteration 1F: 3 clusters Score -996482.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -996713.250000 Penalty: 2923.710693
	Iteration 2F: 3 clusters Score -996713.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -996891.375000 Penalty: 2923.710693
	Iteration 3F: 3 clusters Score -996891.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -997044.437500 Penalty: 2923.710693
	Iteration 4Q: 3 clusters Score -997044.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -997203.437500 Penalty: 2923.710693
	Iteration 5Q: 3 clusters Score -997203.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -997414.250000 Penalty: 2923.710693
	Iteration 6Q: 3 clusters Score -997414.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -997644.937500 Penalty: 2923.710693
	Iteration 7Q: 3 clusters Score -997644.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -997922.875000 Penalty: 2923.710693
	Iteration 8Q: 3 clusters Score -997922.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -998266.750000 Penalty: 2923.710693
	Iteration 9F: 3 clusters Score -998266.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -998601.875000 Penalty: 2923.710693
	Iteration 10Q: 3 clusters Score -998601.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -998873.625000 Penalty: 2923.710693
	Iteration 11Q: 3 clusters Score -998873.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -999024.125000 Penalty: 2923.710693
	Iteration 12Q: 3 clusters Score -999024.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -999103.312500 Penalty: 2923.710693
	Iteration 13Q: 3 clusters Score -999103.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -999154.437500 Penalty: 2923.710693
	Iteration 14Q: 3 clusters Score -999154.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -999190.625000 Penalty: 2923.710693
	Iteration 15Q: 3 clusters Score -999190.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -999213.312500 Penalty: 2923.710693
	Iteration 16Q: 3 clusters Score -999213.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -999227.937500 Penalty: 2923.710693
	Iteration 17Q: 3 clusters Score -999227.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -999240.062500 Penalty: 2923.710693
	Iteration 18Q: 3 clusters Score -999240.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -999253.062500 Penalty: 2923.710693
	Iteration 19Q: 3 clusters Score -999253.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -999267.375000 Penalty: 2923.710693
	Iteration 20F: 3 clusters Score -999267.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -999284.312500 Penalty: 2923.710693
	Iteration 21Q: 3 clusters Score -999284.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -999301.250000 Penalty: 2923.710693
	Iteration 22Q: 3 clusters Score -999301.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -999312.125000 Penalty: 2923.710693
	Iteration 23Q: 3 clusters Score -999312.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -999324.187500 Penalty: 2923.710693
	Iteration 24Q: 3 clusters Score -999324.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -999337.625000 Penalty: 2923.710693
	Iteration 25Q: 3 clusters Score -999337.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -999351.625000 Penalty: 2923.710693
	Iteration 26Q: 3 clusters Score -999351.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -999367.500000 Penalty: 2923.710693
	Iteration 27Q: 3 clusters Score -999367.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -999394.625000 Penalty: 2923.710693
	Iteration 28Q: 3 clusters Score -999394.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -999432.437500 Penalty: 2923.710693
	Iteration 29Q: 3 clusters Score -999432.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -999486.250000 Penalty: 2923.710693
	Iteration 30Q: 3 clusters Score -999486.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -999556.562500 Penalty: 2923.710693
	Iteration 31Q: 3 clusters Score -999556.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -999650.625000 Penalty: 2923.710693
	Iteration 32Q: 3 clusters Score -999650.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -999764.687500 Penalty: 2923.710693
	Iteration 33Q: 3 clusters Score -999764.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -999924.000000 Penalty: 2923.710693
	Iteration 34Q: 3 clusters Score -999924 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1000082.375000 Penalty: 2923.710693
	Iteration 35Q: 3 clusters Score -1000082 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1000223.312500 Penalty: 2923.710693
	Iteration 36Q: 3 clusters Score -1000223 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1000317.500000 Penalty: 2923.710693
	Iteration 37Q: 3 clusters Score -1000318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1000385.937500 Penalty: 2923.710693
	Iteration 38Q: 3 clusters Score -1000386 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1000430.125000 Penalty: 2923.710693
	Iteration 39Q: 3 clusters Score -1000430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1000451.312500 Penalty: 2923.710693
	Iteration 40F: 3 clusters Score -1000451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1000454.750000 Penalty: 2923.710693
	Iteration 41Q: 3 clusters Score -1000455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1000457.312500 Penalty: 2923.710693
	Iteration 42Q: 3 clusters Score -1000457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1000464.437500 Penalty: 2923.710693
	Iteration 43Q: 3 clusters Score -1000464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1000463.937500 Penalty: 2923.710693
	Iteration 44Q: 3 clusters Score -1000464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1000465.125000 Penalty: 2923.710693
	Iteration 45Q: 3 clusters Score -1000465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1000466.437500 Penalty: 2923.710693
	Iteration 46Q: 3 clusters Score -1000466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1000469.125000 Penalty: 2923.710693
	Iteration 47Q: 3 clusters Score -1000469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1000466.812500 Penalty: 2923.710693
	Iteration 48Q: 3 clusters Score -1000467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1000468.562500 Penalty: 2923.710693
	Iteration 49Q: 3 clusters Score -1000469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1000466.500000 Penalty: 2923.710693
	Iteration 50Q: 3 clusters Score -1000466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1000470.375000 Penalty: 2923.710693
	Iteration 51Q: 3 clusters Score -1000470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1000470.187500 Penalty: 2923.710693
	Iteration 52Q: 3 clusters Score -1000470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1000469.937500 Penalty: 2923.710693
	Iteration 53Q: 3 clusters Score -1000470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1000468.312500 Penalty: 2923.710693
	Iteration 54Q: 3 clusters Score -1000468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1000468.312500 Penalty: 2923.710693
	Iteration 55F: 3 clusters Score -1000468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Entering Unmasked Estep 
Score: -4231881.500000 Penalty: 1697.070801
	Iteration 0F: 2 clusters Score -4231882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -4208855.000000 Penalty: 3394.141602
	Iteration 0F: 3 clusters Score -4208855 nChanged 15968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -4217888.500000 Penalty: 3394.141602
	Iteration 1F: 3 clusters Score -4217888 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -4218669.500000 Penalty: 3394.141602
	Iteration 2F: 3 clusters Score -4218670 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -4219809.500000 Penalty: 3394.141602
	Iteration 3F: 3 clusters Score -4219810 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -4221260.000000 Penalty: 3394.141602
	Iteration 4F: 3 clusters Score -4221260 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -4222755.500000 Penalty: 3394.141602
	Iteration 5F: 3 clusters Score -4222756 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4224154.000000 Penalty: 3394.141602
	Iteration 6F: 3 clusters Score -4224154 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -4225225.000000 Penalty: 3394.141602
	Iteration 7F: 3 clusters Score -4225225 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -4226038.500000 Penalty: 3394.141602
	Iteration 8Q: 3 clusters Score -4226038 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -4226613.000000 Penalty: 3394.141602
	Iteration 9Q: 3 clusters Score -4226613 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -4227160.000000 Penalty: 3394.141602
	Iteration 10Q: 3 clusters Score -4227160 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -4227620.500000 Penalty: 3394.141602
	Iteration 11Q: 3 clusters Score -4227620 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -4228016.500000 Penalty: 3394.141602
	Iteration 12Q: 3 clusters Score -4228016 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -4228387.500000 Penalty: 3394.141602
	Iteration 13Q: 3 clusters Score -4228388 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -4228726.000000 Penalty: 3394.141602
	Iteration 14Q: 3 clusters Score -4228726 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -4229035.000000 Penalty: 3394.141602
	Iteration 15Q: 3 clusters Score -4229035 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -4229273.000000 Penalty: 3394.141602
	Iteration 16Q: 3 clusters Score -4229273 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -4229500.000000 Penalty: 3394.141602
	Iteration 17Q: 3 clusters Score -4229500 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -4229675.500000 Penalty: 3394.141602
	Iteration 18Q: 3 clusters Score -4229676 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -4229863.500000 Penalty: 3394.141602
	Iteration 19Q: 3 clusters Score -4229864 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -4230025.500000 Penalty: 3394.141602
	Iteration 20F: 3 clusters Score -4230026 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -4230169.000000 Penalty: 3394.141602
	Iteration 21Q: 3 clusters Score -4230169 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -4230335.500000 Penalty: 3394.141602
	Iteration 22Q: 3 clusters Score -4230336 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -4230450.500000 Penalty: 3394.141602
	Iteration 23Q: 3 clusters Score -4230450 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -4230565.500000 Penalty: 3394.141602
	Iteration 24Q: 3 clusters Score -4230566 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -4230676.500000 Penalty: 3394.141602
	Iteration 25Q: 3 clusters Score -4230676 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -4230793.000000 Penalty: 3394.141602
	Iteration 26Q: 3 clusters Score -4230793 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -4230873.500000 Penalty: 3394.141602
	Iteration 27Q: 3 clusters Score -4230874 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -4230945.000000 Penalty: 3394.141602
	Iteration 28Q: 3 clusters Score -4230945 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -4231006.500000 Penalty: 3394.141602
	Iteration 29Q: 3 clusters Score -4231006 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -4231055.500000 Penalty: 3394.141602
	Iteration 30Q: 3 clusters Score -4231056 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -4231103.500000 Penalty: 3394.141602
	Iteration 31Q: 3 clusters Score -4231104 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -4231147.500000 Penalty: 3394.141602
	Iteration 32Q: 3 clusters Score -4231148 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -4231183.000000 Penalty: 3394.141602
	Iteration 33Q: 3 clusters Score -4231183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
Score: -4231212.000000 Penalty: 3394.141602
	Iteration 34Q: 3 clusters Score -4231212 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4231236.500000 Penalty: 3394.141602
	Iteration 35Q: 3 clusters Score -4231236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -4231255.000000 Penalty: 3394.141602
	Iteration 36Q: 3 clusters Score -4231255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -4231264.000000 Penalty: 3394.141602
	Iteration 37Q: 3 clusters Score -4231264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -4231272.500000 Penalty: 3394.141602
	Iteration 38Q: 3 clusters Score -4231272 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -4231288.000000 Penalty: 3394.141602
	Iteration 39Q: 3 clusters Score -4231288 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -4231304.500000 Penalty: 3394.141602
	Iteration 40F: 3 clusters Score -4231304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -4231305.000000 Penalty: 3394.141602
	Iteration 41Q: 3 clusters Score -4231305 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -4231308.000000 Penalty: 3394.141602
	Iteration 42Q: 3 clusters Score -4231308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -4231310.500000 Penalty: 3394.141602
	Iteration 43Q: 3 clusters Score -4231310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -4231314.000000 Penalty: 3394.141602
	Iteration 44Q: 3 clusters Score -4231314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -4231317.500000 Penalty: 3394.141602
	Iteration 45Q: 3 clusters Score -4231318 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -4231327.500000 Penalty: 3394.141602
	Iteration 46Q: 3 clusters Score -4231328 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 32164 members 
Entering Unmasked Estep 
Score: -4231333.000000 Penalty: 3394.141602
	Iteration 47Q: 3 clusters Score -4231333 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -4231341.000000 Penalty: 3394.141602
	Iteration 48Q: 3 clusters Score -4231341 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4231348.000000 Penalty: 3394.141602
	Iteration 49Q: 3 clusters Score -4231348 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -4231366.000000 Penalty: 3394.141602
	Iteration 50Q: 3 clusters Score -4231366 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4231383.000000 Penalty: 3394.141602
	Iteration 51Q: 3 clusters Score -4231383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -4231400.500000 Penalty: 3394.141602
	Iteration 52Q: 3 clusters Score -4231400 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -4231429.000000 Penalty: 3394.141602
	Iteration 53Q: 3 clusters Score -4231429 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -4231467.500000 Penalty: 3394.141602
	Iteration 54Q: 3 clusters Score -4231468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -4231537.000000 Penalty: 3394.141602
	Iteration 55Q: 3 clusters Score -4231537 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -4231663.000000 Penalty: 3394.141602
	Iteration 56Q: 3 clusters Score -4231663 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4231759.500000 Penalty: 3394.141602
	Iteration 57Q: 3 clusters Score -4231760 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -4231815.500000 Penalty: 3394.141602
	Iteration 58Q: 3 clusters Score -4231816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -4231833.500000 Penalty: 3394.141602
	Iteration 59Q: 3 clusters Score -4231834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -4231839.500000 Penalty: 3394.141602
	Iteration 60F: 3 clusters Score -4231840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -4231856.500000 Penalty: 3394.141602
	Iteration 61Q: 3 clusters Score -4231856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4231854.000000 Penalty: 3394.141602
	Iteration 62Q: 3 clusters Score -4231854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -4231865.000000 Penalty: 3394.141602
	Iteration 63Q: 3 clusters Score -4231865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -4231869.000000 Penalty: 3394.141602
	Iteration 64Q: 3 clusters Score -4231869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 32620 members 
Entering Unmasked Estep 
Score: -4231875.000000 Penalty: 3394.141602
	Iteration 65Q: 3 clusters Score -4231875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4231872.500000 Penalty: 3394.141602
	Iteration 66Q: 3 clusters Score -4231872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -4231875.500000 Penalty: 3394.141602
	Iteration 67Q: 3 clusters Score -4231876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -4231879.000000 Penalty: 3394.141602
	Iteration 68Q: 3 clusters Score -4231879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -4231878.000000 Penalty: 3394.141602
	Iteration 69Q: 3 clusters Score -4231878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4231878.000000 Penalty: 3394.141602
	Iteration 70Q: 3 clusters Score -4231878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -4231878.500000 Penalty: 3394.141602
	Iteration 71Q: 3 clusters Score -4231878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -4231874.000000 Penalty: 3394.141602
	Iteration 72Q: 3 clusters Score -4231874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -4231869.500000 Penalty: 3394.141602
	Iteration 73Q: 3 clusters Score -4231870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -4231869.500000 Penalty: 3394.141602
	Iteration 74F: 3 clusters Score -4231870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Entering Unmasked Estep 
Score: -3912429.250000 Penalty: 1683.210571
	Iteration 0F: 2 clusters Score -3912429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -3891237.250000 Penalty: 3366.421143
	Iteration 0F: 3 clusters Score -3891237 nChanged 14448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -3899104.000000 Penalty: 3366.421143
	Iteration 1F: 3 clusters Score -3899104 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -3899570.750000 Penalty: 3366.421143
	Iteration 2Q: 3 clusters Score -3899571 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3900154.500000 Penalty: 3366.421143
	Iteration 3Q: 3 clusters Score -3900154 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -3900859.500000 Penalty: 3366.421143
	Iteration 4Q: 3 clusters Score -3900860 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -3901726.000000 Penalty: 3366.421143
	Iteration 5F: 3 clusters Score -3901726 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3902698.750000 Penalty: 3366.421143
	Iteration 6F: 3 clusters Score -3902699 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3903682.000000 Penalty: 3366.421143
	Iteration 7F: 3 clusters Score -3903682 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3904566.750000 Penalty: 3366.421143
	Iteration 8F: 3 clusters Score -3904567 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -3905306.250000 Penalty: 3366.421143
	Iteration 9Q: 3 clusters Score -3905306 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3905951.750000 Penalty: 3366.421143
	Iteration 10Q: 3 clusters Score -3905952 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -3906473.000000 Penalty: 3366.421143
	Iteration 11Q: 3 clusters Score -3906473 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -3906996.500000 Penalty: 3366.421143
	Iteration 12Q: 3 clusters Score -3906996 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -3907581.250000 Penalty: 3366.421143
	Iteration 13Q: 3 clusters Score -3907581 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3908139.250000 Penalty: 3366.421143
	Iteration 14Q: 3 clusters Score -3908139 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -3908674.750000 Penalty: 3366.421143
	Iteration 15Q: 3 clusters Score -3908675 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 26591 members 
Entering Unmasked Estep 
Score: -3909162.000000 Penalty: 3366.421143
	Iteration 16Q: 3 clusters Score -3909162 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3909632.750000 Penalty: 3366.421143
	Iteration 17Q: 3 clusters Score -3909633 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -3909980.000000 Penalty: 3366.421143
	Iteration 18Q: 3 clusters Score -3909980 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -3910265.750000 Penalty: 3366.421143
	Iteration 19Q: 3 clusters Score -3910266 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -3910479.250000 Penalty: 3366.421143
	Iteration 20F: 3 clusters Score -3910479 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -3910666.000000 Penalty: 3366.421143
	Iteration 21Q: 3 clusters Score -3910666 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -3910794.500000 Penalty: 3366.421143
	Iteration 22Q: 3 clusters Score -3910794 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -3910884.750000 Penalty: 3366.421143
	Iteration 23Q: 3 clusters Score -3910885 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -3910939.750000 Penalty: 3366.421143
	Iteration 24Q: 3 clusters Score -3910940 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30198 members 
Entering Unmasked Estep 
Score: -3910979.750000 Penalty: 3366.421143
	Iteration 25Q: 3 clusters Score -3910980 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -3910998.250000 Penalty: 3366.421143
	Iteration 26Q: 3 clusters Score -3910998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -3911016.750000 Penalty: 3366.421143
	Iteration 27Q: 3 clusters Score -3911017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -3911039.500000 Penalty: 3366.421143
	Iteration 28Q: 3 clusters Score -3911040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 30416 members 
Entering Unmasked Estep 
Score: -3911057.250000 Penalty: 3366.421143
	Iteration 29Q: 3 clusters Score -3911057 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -3911067.750000 Penalty: 3366.421143
	Iteration 30Q: 3 clusters Score -3911068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -3911073.000000 Penalty: 3366.421143
	Iteration 31Q: 3 clusters Score -3911073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3911077.500000 Penalty: 3366.421143
	Iteration 32Q: 3 clusters Score -3911078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -3911082.250000 Penalty: 3366.421143
	Iteration 33Q: 3 clusters Score -3911082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -3911086.250000 Penalty: 3366.421143
	Iteration 34Q: 3 clusters Score -3911086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 30496 members 
Entering Unmasked Estep 
Score: -3911092.250000 Penalty: 3366.421143
	Iteration 35Q: 3 clusters Score -3911092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -3911095.000000 Penalty: 3366.421143
	Iteration 36Q: 3 clusters Score -3911095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -3911093.500000 Penalty: 3366.421143
	Iteration 37Q: 3 clusters Score -3911094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -3911093.000000 Penalty: 3366.421143
	Iteration 38Q: 3 clusters Score -3911093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -3911094.250000 Penalty: 3366.421143
	Iteration 39Q: 3 clusters Score -3911094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -3911096.000000 Penalty: 3366.421143
	Iteration 40F: 3 clusters Score -3911096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -3911092.750000 Penalty: 3366.421143
	Iteration 41Q: 3 clusters Score -3911093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -3911095.500000 Penalty: 3366.421143
	Iteration 42Q: 3 clusters Score -3911096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -3911094.500000 Penalty: 3366.421143
	Iteration 43Q: 3 clusters Score -3911094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3911094.000000 Penalty: 3366.421143
	Iteration 44Q: 3 clusters Score -3911094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -3911096.000000 Penalty: 3366.421143
	Iteration 45Q: 3 clusters Score -3911096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -3911098.500000 Penalty: 3366.421143
	Iteration 46Q: 3 clusters Score -3911098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -3911098.250000 Penalty: 3366.421143
	Iteration 47Q: 3 clusters Score -3911098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -3911098.250000 Penalty: 3366.421143
	Iteration 48Q: 3 clusters Score -3911098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -3911099.250000 Penalty: 3366.421143
	Iteration 49Q: 3 clusters Score -3911099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -3911095.750000 Penalty: 3366.421143
	Iteration 50Q: 3 clusters Score -3911096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -3911099.000000 Penalty: 3366.421143
	Iteration 51Q: 3 clusters Score -3911099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30540 members 
Entering Unmasked Estep 
Score: -3911101.500000 Penalty: 3366.421143
	Iteration 52Q: 3 clusters Score -3911102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -3911102.750000 Penalty: 3366.421143
	Iteration 53Q: 3 clusters Score -3911103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -3911103.500000 Penalty: 3366.421143
	Iteration 54Q: 3 clusters Score -3911104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -3911107.000000 Penalty: 3366.421143
	Iteration 55Q: 3 clusters Score -3911107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -3911107.000000 Penalty: 3366.421143
	Iteration 56Q: 3 clusters Score -3911107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -3911110.500000 Penalty: 3366.421143
	Iteration 57Q: 3 clusters Score -3911110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -3911112.750000 Penalty: 3366.421143
	Iteration 58Q: 3 clusters Score -3911113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -3911112.250000 Penalty: 3366.421143
	Iteration 59Q: 3 clusters Score -3911112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -3911113.000000 Penalty: 3366.421143
	Iteration 60F: 3 clusters Score -3911113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -3911110.500000 Penalty: 3366.421143
	Iteration 61Q: 3 clusters Score -3911110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -3911112.000000 Penalty: 3366.421143
	Iteration 62Q: 3 clusters Score -3911112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -3911111.500000 Penalty: 3366.421143
	Iteration 63Q: 3 clusters Score -3911112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 30558 members 
Entering Unmasked Estep 
Score: -3911112.500000 Penalty: 3366.421143
	Iteration 64Q: 3 clusters Score -3911112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -3911110.500000 Penalty: 3366.421143
	Iteration 65Q: 3 clusters Score -3911110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 30559 members 
Entering Unmasked Estep 
Score: -3911110.500000 Penalty: 3366.421143
	Iteration 66F: 3 clusters Score -3911110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Entering Unmasked Estep 
Score: -981998.875000 Penalty: 1461.290649
	Iteration 0F: 2 clusters Score -981998.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -976130.562500 Penalty: 2922.581299
	Iteration 0F: 3 clusters Score -976130.6 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -977887.125000 Penalty: 2922.581299
	Iteration 1F: 3 clusters Score -977887.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -978107.687500 Penalty: 2922.581299
	Iteration 2F: 3 clusters Score -978107.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -978297.625000 Penalty: 2922.581299
	Iteration 3Q: 3 clusters Score -978297.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -978469.187500 Penalty: 2922.581299
	Iteration 4Q: 3 clusters Score -978469.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -978657.062500 Penalty: 2922.581299
	Iteration 5Q: 3 clusters Score -978657.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -978865.312500 Penalty: 2922.581299
	Iteration 6Q: 3 clusters Score -978865.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -979104.750000 Penalty: 2922.581299
	Iteration 7Q: 3 clusters Score -979104.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -979373.000000 Penalty: 2922.581299
	Iteration 8Q: 3 clusters Score -979373 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -979636.687500 Penalty: 2922.581299
	Iteration 9F: 3 clusters Score -979636.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -979854.500000 Penalty: 2922.581299
	Iteration 10Q: 3 clusters Score -979854.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -980024.250000 Penalty: 2922.581299
	Iteration 11Q: 3 clusters Score -980024.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -980149.500000 Penalty: 2922.581299
	Iteration 12Q: 3 clusters Score -980149.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -980281.750000 Penalty: 2922.581299
	Iteration 13Q: 3 clusters Score -980281.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -980428.312500 Penalty: 2922.581299
	Iteration 14Q: 3 clusters Score -980428.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -980559.500000 Penalty: 2922.581299
	Iteration 15Q: 3 clusters Score -980559.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -980676.750000 Penalty: 2922.581299
	Iteration 16Q: 3 clusters Score -980676.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -980766.062500 Penalty: 2922.581299
	Iteration 17Q: 3 clusters Score -980766.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -980836.875000 Penalty: 2922.581299
	Iteration 18Q: 3 clusters Score -980836.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -980889.625000 Penalty: 2922.581299
	Iteration 19Q: 3 clusters Score -980889.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -980927.750000 Penalty: 2922.581299
	Iteration 20F: 3 clusters Score -980927.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -980960.500000 Penalty: 2922.581299
	Iteration 21Q: 3 clusters Score -980960.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -980982.187500 Penalty: 2922.581299
	Iteration 22Q: 3 clusters Score -980982.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -981002.000000 Penalty: 2922.581299
	Iteration 23Q: 3 clusters Score -981002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -981016.937500 Penalty: 2922.581299
	Iteration 24Q: 3 clusters Score -981016.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -981027.562500 Penalty: 2922.581299
	Iteration 25Q: 3 clusters Score -981027.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -981037.812500 Penalty: 2922.581299
	Iteration 26Q: 3 clusters Score -981037.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -981044.000000 Penalty: 2922.581299
	Iteration 27Q: 3 clusters Score -981044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -981049.875000 Penalty: 2922.581299
	Iteration 28Q: 3 clusters Score -981049.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -981056.500000 Penalty: 2922.581299
	Iteration 29Q: 3 clusters Score -981056.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -981060.500000 Penalty: 2922.581299
	Iteration 30Q: 3 clusters Score -981060.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -981065.687500 Penalty: 2922.581299
	Iteration 31Q: 3 clusters Score -981065.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -981069.125000 Penalty: 2922.581299
	Iteration 32Q: 3 clusters Score -981069.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -981076.750000 Penalty: 2922.581299
	Iteration 33Q: 3 clusters Score -981076.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -981085.687500 Penalty: 2922.581299
	Iteration 34Q: 3 clusters Score -981085.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -981089.375000 Penalty: 2922.581299
	Iteration 35Q: 3 clusters Score -981089.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -981095.687500 Penalty: 2922.581299
	Iteration 36Q: 3 clusters Score -981095.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -981099.937500 Penalty: 2922.581299
	Iteration 37Q: 3 clusters Score -981099.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -981103.437500 Penalty: 2922.581299
	Iteration 38Q: 3 clusters Score -981103.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -981104.750000 Penalty: 2922.581299
	Iteration 39Q: 3 clusters Score -981104.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -981110.437500 Penalty: 2922.581299
	Iteration 40F: 3 clusters Score -981110.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -981114.250000 Penalty: 2922.581299
	Iteration 41Q: 3 clusters Score -981114.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -981119.375000 Penalty: 2922.581299
	Iteration 42Q: 3 clusters Score -981119.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -981117.312500 Penalty: 2922.581299
	Iteration 43Q: 3 clusters Score -981117.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -981119.750000 Penalty: 2922.581299
	Iteration 44Q: 3 clusters Score -981119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -981121.750000 Penalty: 2922.581299
	Iteration 45Q: 3 clusters Score -981121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -981121.062500 Penalty: 2922.581299
	Iteration 46Q: 3 clusters Score -981121.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -981122.562500 Penalty: 2922.581299
	Iteration 47Q: 3 clusters Score -981122.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -981122.500000 Penalty: 2922.581299
	Iteration 48Q: 3 clusters Score -981122.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -981122.062500 Penalty: 2922.581299
	Iteration 49Q: 3 clusters Score -981122.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -981122.062500 Penalty: 2922.581299
	Iteration 50F: 3 clusters Score -981122.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Entering Unmasked Estep 
Score: -205244.781250 Penalty: 1207.970825
	Iteration 0F: 2 clusters Score -205244.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -203344.671875 Penalty: 2415.941650
	Iteration 0F: 3 clusters Score -203344.7 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -203726.718750 Penalty: 2415.941650
	Iteration 1F: 3 clusters Score -203726.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -203841.375000 Penalty: 2415.941650
	Iteration 2F: 3 clusters Score -203841.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -203910.343750 Penalty: 2415.941650
	Iteration 3Q: 3 clusters Score -203910.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -203958.875000 Penalty: 2415.941650
	Iteration 4Q: 3 clusters Score -203958.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -203991.968750 Penalty: 2415.941650
	Iteration 5Q: 3 clusters Score -203992 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -204016.375000 Penalty: 2415.941650
	Iteration 6Q: 3 clusters Score -204016.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -204034.531250 Penalty: 2415.941650
	Iteration 7Q: 3 clusters Score -204034.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -204049.312500 Penalty: 2415.941650
	Iteration 8Q: 3 clusters Score -204049.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -204062.187500 Penalty: 2415.941650
	Iteration 9Q: 3 clusters Score -204062.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -204067.890625 Penalty: 2415.941650
	Iteration 10Q: 3 clusters Score -204067.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -204077.296875 Penalty: 2415.941650
	Iteration 11Q: 3 clusters Score -204077.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -204084.437500 Penalty: 2415.941650
	Iteration 12Q: 3 clusters Score -204084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -204091.828125 Penalty: 2415.941650
	Iteration 13Q: 3 clusters Score -204091.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -204098.296875 Penalty: 2415.941650
	Iteration 14Q: 3 clusters Score -204098.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -204103.218750 Penalty: 2415.941650
	Iteration 15Q: 3 clusters Score -204103.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -204107.312500 Penalty: 2415.941650
	Iteration 16Q: 3 clusters Score -204107.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -204108.500000 Penalty: 2415.941650
	Iteration 17Q: 3 clusters Score -204108.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -204109.078125 Penalty: 2415.941650
	Iteration 18Q: 3 clusters Score -204109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -204109.781250 Penalty: 2415.941650
	Iteration 19Q: 3 clusters Score -204109.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -204110.671875 Penalty: 2415.941650
	Iteration 20F: 3 clusters Score -204110.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Entering Unmasked Estep 
Score: -762400.562500 Penalty: 1417.207397
	Iteration 0F: 2 clusters Score -762400.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -757680.937500 Penalty: 2834.414795
	Iteration 0F: 3 clusters Score -757680.9 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -759033.250000 Penalty: 2834.414795
	Iteration 1F: 3 clusters Score -759033.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -759214.000000 Penalty: 2834.414795
	Iteration 2F: 3 clusters Score -759214 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -759334.812500 Penalty: 2834.414795
	Iteration 3Q: 3 clusters Score -759334.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -759432.375000 Penalty: 2834.414795
	Iteration 4Q: 3 clusters Score -759432.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -759503.375000 Penalty: 2834.414795
	Iteration 5Q: 3 clusters Score -759503.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -759570.437500 Penalty: 2834.414795
	Iteration 6Q: 3 clusters Score -759570.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -759634.312500 Penalty: 2834.414795
	Iteration 7Q: 3 clusters Score -759634.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -759702.250000 Penalty: 2834.414795
	Iteration 8Q: 3 clusters Score -759702.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -759785.187500 Penalty: 2834.414795
	Iteration 9Q: 3 clusters Score -759785.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -759903.125000 Penalty: 2834.414795
	Iteration 10Q: 3 clusters Score -759903.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -760036.000000 Penalty: 2834.414795
	Iteration 11Q: 3 clusters Score -760036 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -760168.437500 Penalty: 2834.414795
	Iteration 12Q: 3 clusters Score -760168.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -760314.625000 Penalty: 2834.414795
	Iteration 13Q: 3 clusters Score -760314.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -760476.062500 Penalty: 2834.414795
	Iteration 14Q: 3 clusters Score -760476.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -760620.562500 Penalty: 2834.414795
	Iteration 15Q: 3 clusters Score -760620.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -760742.062500 Penalty: 2834.414795
	Iteration 16Q: 3 clusters Score -760742.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -760838.812500 Penalty: 2834.414795
	Iteration 17Q: 3 clusters Score -760838.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -760916.812500 Penalty: 2834.414795
	Iteration 18Q: 3 clusters Score -760916.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -760980.250000 Penalty: 2834.414795
	Iteration 19Q: 3 clusters Score -760980.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -761031.000000 Penalty: 2834.414795
	Iteration 20F: 3 clusters Score -761031 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -761070.062500 Penalty: 2834.414795
	Iteration 21Q: 3 clusters Score -761070.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -761092.062500 Penalty: 2834.414795
	Iteration 22Q: 3 clusters Score -761092.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -761102.250000 Penalty: 2834.414795
	Iteration 23Q: 3 clusters Score -761102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -761107.812500 Penalty: 2834.414795
	Iteration 24Q: 3 clusters Score -761107.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -761118.062500 Penalty: 2834.414795
	Iteration 25Q: 3 clusters Score -761118.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -761130.000000 Penalty: 2834.414795
	Iteration 26Q: 3 clusters Score -761130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -761139.375000 Penalty: 2834.414795
	Iteration 27Q: 3 clusters Score -761139.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -761149.437500 Penalty: 2834.414795
	Iteration 28Q: 3 clusters Score -761149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -761157.375000 Penalty: 2834.414795
	Iteration 29Q: 3 clusters Score -761157.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -761164.062500 Penalty: 2834.414795
	Iteration 30Q: 3 clusters Score -761164.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -761168.937500 Penalty: 2834.414795
	Iteration 31Q: 3 clusters Score -761168.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -761175.750000 Penalty: 2834.414795
	Iteration 32Q: 3 clusters Score -761175.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -761185.125000 Penalty: 2834.414795
	Iteration 33Q: 3 clusters Score -761185.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -761187.812500 Penalty: 2834.414795
	Iteration 34Q: 3 clusters Score -761187.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -761192.000000 Penalty: 2834.414795
	Iteration 35Q: 3 clusters Score -761192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -761192.000000 Penalty: 2834.414795
	Iteration 36F: 3 clusters Score -761192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -168186.671875 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -168186.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -166463.531250 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -166463.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -166800.265625 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -166800.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -166890.187500 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -166890.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -166935.281250 Penalty: 2351.810303
	Iteration 3Q: 3 clusters Score -166935.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -166963.187500 Penalty: 2351.810303
	Iteration 4Q: 3 clusters Score -166963.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -166978.796875 Penalty: 2351.810303
	Iteration 5Q: 3 clusters Score -166978.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -166988.296875 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -166988.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -166997.328125 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -166997.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -167003.062500 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -167003.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -167006.968750 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -167007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -167009.187500 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -167009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -167011.562500 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -167011.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -167013.109375 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -167013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -167014.390625 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -167014.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -167016.546875 Penalty: 2351.810303
	Iteration 14Q: 3 clusters Score -167016.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -167016.796875 Penalty: 2351.810303
	Iteration 15Q: 3 clusters Score -167016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -167016.796875 Penalty: 2351.810303
	Iteration 16F: 3 clusters Score -167016.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Entering Unmasked Estep 
Score: -152163.062500 Penalty: 1163.258545
	Iteration 0F: 2 clusters Score -152163.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -150549.937500 Penalty: 2326.517090
	Iteration 0F: 3 clusters Score -150549.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -150852.640625 Penalty: 2326.517090
	Iteration 1F: 3 clusters Score -150852.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -150970.812500 Penalty: 2326.517090
	Iteration 2F: 3 clusters Score -150970.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -151092.093750 Penalty: 2326.517090
	Iteration 3F: 3 clusters Score -151092.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -151205.406250 Penalty: 2326.517090
	Iteration 4F: 3 clusters Score -151205.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -151358.875000 Penalty: 2326.517090
	Iteration 5F: 3 clusters Score -151358.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -151491.234375 Penalty: 2326.517090
	Iteration 6F: 3 clusters Score -151491.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -151548.703125 Penalty: 2326.517090
	Iteration 7Q: 3 clusters Score -151548.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151569.281250 Penalty: 2326.517090
	Iteration 8Q: 3 clusters Score -151569.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -151581.031250 Penalty: 2326.517090
	Iteration 9Q: 3 clusters Score -151581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -151592.406250 Penalty: 2326.517090
	Iteration 10Q: 3 clusters Score -151592.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151595.953125 Penalty: 2326.517090
	Iteration 11Q: 3 clusters Score -151596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -151598.671875 Penalty: 2326.517090
	Iteration 12Q: 3 clusters Score -151598.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151599.140625 Penalty: 2326.517090
	Iteration 13Q: 3 clusters Score -151599.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -151599.140625 Penalty: 2326.517090
	Iteration 14F: 3 clusters Score -151599.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Entering Unmasked Estep 
Score: -1364223.750000 Penalty: 1512.301025
	Iteration 0F: 2 clusters Score -1364224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1356462.250000 Penalty: 3024.602051
	Iteration 0F: 3 clusters Score -1356462 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1358946.000000 Penalty: 3024.602051
	Iteration 1F: 3 clusters Score -1358946 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1359207.375000 Penalty: 3024.602051
	Iteration 2F: 3 clusters Score -1359207 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1359463.250000 Penalty: 3024.602051
	Iteration 3F: 3 clusters Score -1359463 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1359707.250000 Penalty: 3024.602051
	Iteration 4Q: 3 clusters Score -1359707 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1359940.250000 Penalty: 3024.602051
	Iteration 5Q: 3 clusters Score -1359940 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1360172.875000 Penalty: 3024.602051
	Iteration 6Q: 3 clusters Score -1360173 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1360423.750000 Penalty: 3024.602051
	Iteration 7Q: 3 clusters Score -1360424 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1360667.750000 Penalty: 3024.602051
	Iteration 8Q: 3 clusters Score -1360668 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1360915.875000 Penalty: 3024.602051
	Iteration 9Q: 3 clusters Score -1360916 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1361142.875000 Penalty: 3024.602051
	Iteration 10Q: 3 clusters Score -1361143 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1361365.500000 Penalty: 3024.602051
	Iteration 11Q: 3 clusters Score -1361366 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1361567.625000 Penalty: 3024.602051
	Iteration 12Q: 3 clusters Score -1361568 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1361787.000000 Penalty: 3024.602051
	Iteration 13Q: 3 clusters Score -1361787 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1361961.750000 Penalty: 3024.602051
	Iteration 14Q: 3 clusters Score -1361962 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1362128.375000 Penalty: 3024.602051
	Iteration 15Q: 3 clusters Score -1362128 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1362288.625000 Penalty: 3024.602051
	Iteration 16Q: 3 clusters Score -1362289 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1362431.000000 Penalty: 3024.602051
	Iteration 17Q: 3 clusters Score -1362431 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1362566.375000 Penalty: 3024.602051
	Iteration 18Q: 3 clusters Score -1362566 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1362670.875000 Penalty: 3024.602051
	Iteration 19Q: 3 clusters Score -1362671 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1362754.750000 Penalty: 3024.602051
	Iteration 20F: 3 clusters Score -1362755 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1362810.875000 Penalty: 3024.602051
	Iteration 21Q: 3 clusters Score -1362811 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1362851.750000 Penalty: 3024.602051
	Iteration 22Q: 3 clusters Score -1362852 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1362910.875000 Penalty: 3024.602051
	Iteration 23Q: 3 clusters Score -1362911 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1362949.750000 Penalty: 3024.602051
	Iteration 24Q: 3 clusters Score -1362950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1362976.125000 Penalty: 3024.602051
	Iteration 25Q: 3 clusters Score -1362976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1362994.375000 Penalty: 3024.602051
	Iteration 26Q: 3 clusters Score -1362994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1363018.750000 Penalty: 3024.602051
	Iteration 27Q: 3 clusters Score -1363019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1363042.250000 Penalty: 3024.602051
	Iteration 28Q: 3 clusters Score -1363042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1363051.000000 Penalty: 3024.602051
	Iteration 29Q: 3 clusters Score -1363051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1363055.125000 Penalty: 3024.602051
	Iteration 30Q: 3 clusters Score -1363055 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1363064.250000 Penalty: 3024.602051
	Iteration 31Q: 3 clusters Score -1363064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1363071.250000 Penalty: 3024.602051
	Iteration 32Q: 3 clusters Score -1363071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1363078.125000 Penalty: 3024.602051
	Iteration 33Q: 3 clusters Score -1363078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1363083.250000 Penalty: 3024.602051
	Iteration 34Q: 3 clusters Score -1363083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1363085.875000 Penalty: 3024.602051
	Iteration 35Q: 3 clusters Score -1363086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1363086.625000 Penalty: 3024.602051
	Iteration 36Q: 3 clusters Score -1363087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1363086.875000 Penalty: 3024.602051
	Iteration 37Q: 3 clusters Score -1363087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1363089.375000 Penalty: 3024.602051
	Iteration 38Q: 3 clusters Score -1363089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1363090.625000 Penalty: 3024.602051
	Iteration 39Q: 3 clusters Score -1363091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1363090.625000 Penalty: 3024.602051
	Iteration 40F: 3 clusters Score -1363091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -233357.515625 Penalty: 1227.749512
	Iteration 0F: 2 clusters Score -233357.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -231338.781250 Penalty: 2455.499023
	Iteration 0F: 3 clusters Score -231338.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -231928.546875 Penalty: 2455.499023
	Iteration 1F: 3 clusters Score -231928.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -232131.031250 Penalty: 2455.499023
	Iteration 2F: 3 clusters Score -232131 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -232247.953125 Penalty: 2455.499023
	Iteration 3F: 3 clusters Score -232248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -232328.484375 Penalty: 2455.499023
	Iteration 4Q: 3 clusters Score -232328.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -232390.203125 Penalty: 2455.499023
	Iteration 5Q: 3 clusters Score -232390.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -232442.578125 Penalty: 2455.499023
	Iteration 6Q: 3 clusters Score -232442.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -232473.656250 Penalty: 2455.499023
	Iteration 7Q: 3 clusters Score -232473.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -232495.250000 Penalty: 2455.499023
	Iteration 8Q: 3 clusters Score -232495.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -232514.156250 Penalty: 2455.499023
	Iteration 9Q: 3 clusters Score -232514.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -232531.359375 Penalty: 2455.499023
	Iteration 10Q: 3 clusters Score -232531.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -232540.125000 Penalty: 2455.499023
	Iteration 11Q: 3 clusters Score -232540.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -232544.812500 Penalty: 2455.499023
	Iteration 12Q: 3 clusters Score -232544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -232546.093750 Penalty: 2455.499023
	Iteration 13Q: 3 clusters Score -232546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -232547.750000 Penalty: 2455.499023
	Iteration 14Q: 3 clusters Score -232547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -232549.093750 Penalty: 2455.499023
	Iteration 15Q: 3 clusters Score -232549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -232552.250000 Penalty: 2455.499023
	Iteration 16Q: 3 clusters Score -232552.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -232554.546875 Penalty: 2455.499023
	Iteration 17Q: 3 clusters Score -232554.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -232556.375000 Penalty: 2455.499023
	Iteration 18Q: 3 clusters Score -232556.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -232559.031250 Penalty: 2455.499023
	Iteration 19Q: 3 clusters Score -232559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -232559.031250 Penalty: 2455.499023
	Iteration 20F: 3 clusters Score -232559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -780180.687500 Penalty: 1423.548096
	Iteration 0F: 2 clusters Score -780180.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -775332.000000 Penalty: 2847.096191
	Iteration 0F: 3 clusters Score -775332 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -776706.437500 Penalty: 2847.096191
	Iteration 1F: 3 clusters Score -776706.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -776931.000000 Penalty: 2847.096191
	Iteration 2F: 3 clusters Score -776931 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -777106.562500 Penalty: 2847.096191
	Iteration 3F: 3 clusters Score -777106.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -777272.500000 Penalty: 2847.096191
	Iteration 4Q: 3 clusters Score -777272.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -777466.937500 Penalty: 2847.096191
	Iteration 5Q: 3 clusters Score -777466.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -777672.500000 Penalty: 2847.096191
	Iteration 6Q: 3 clusters Score -777672.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -777873.625000 Penalty: 2847.096191
	Iteration 7Q: 3 clusters Score -777873.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -778078.125000 Penalty: 2847.096191
	Iteration 8Q: 3 clusters Score -778078.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -778287.062500 Penalty: 2847.096191
	Iteration 9Q: 3 clusters Score -778287.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -778484.062500 Penalty: 2847.096191
	Iteration 10Q: 3 clusters Score -778484.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -778638.750000 Penalty: 2847.096191
	Iteration 11Q: 3 clusters Score -778638.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -778760.250000 Penalty: 2847.096191
	Iteration 12Q: 3 clusters Score -778760.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -778850.625000 Penalty: 2847.096191
	Iteration 13Q: 3 clusters Score -778850.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -778899.250000 Penalty: 2847.096191
	Iteration 14Q: 3 clusters Score -778899.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -778941.375000 Penalty: 2847.096191
	Iteration 15Q: 3 clusters Score -778941.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -778984.437500 Penalty: 2847.096191
	Iteration 16Q: 3 clusters Score -778984.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -779021.687500 Penalty: 2847.096191
	Iteration 17Q: 3 clusters Score -779021.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -779071.312500 Penalty: 2847.096191
	Iteration 18Q: 3 clusters Score -779071.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -779133.875000 Penalty: 2847.096191
	Iteration 19Q: 3 clusters Score -779133.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -779189.312500 Penalty: 2847.096191
	Iteration 20F: 3 clusters Score -779189.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -779242.250000 Penalty: 2847.096191
	Iteration 21Q: 3 clusters Score -779242.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -779283.500000 Penalty: 2847.096191
	Iteration 22Q: 3 clusters Score -779283.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -779326.250000 Penalty: 2847.096191
	Iteration 23Q: 3 clusters Score -779326.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -779363.062500 Penalty: 2847.096191
	Iteration 24Q: 3 clusters Score -779363.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -779389.562500 Penalty: 2847.096191
	Iteration 25Q: 3 clusters Score -779389.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -779409.375000 Penalty: 2847.096191
	Iteration 26Q: 3 clusters Score -779409.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -779431.562500 Penalty: 2847.096191
	Iteration 27Q: 3 clusters Score -779431.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -779459.500000 Penalty: 2847.096191
	Iteration 28Q: 3 clusters Score -779459.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -779483.437500 Penalty: 2847.096191
	Iteration 29Q: 3 clusters Score -779483.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -779505.750000 Penalty: 2847.096191
	Iteration 30Q: 3 clusters Score -779505.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -779530.312500 Penalty: 2847.096191
	Iteration 31Q: 3 clusters Score -779530.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -779547.375000 Penalty: 2847.096191
	Iteration 32Q: 3 clusters Score -779547.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -779557.375000 Penalty: 2847.096191
	Iteration 33Q: 3 clusters Score -779557.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -779567.187500 Penalty: 2847.096191
	Iteration 34Q: 3 clusters Score -779567.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -779572.000000 Penalty: 2847.096191
	Iteration 35Q: 3 clusters Score -779572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -779575.187500 Penalty: 2847.096191
	Iteration 36Q: 3 clusters Score -779575.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -779576.187500 Penalty: 2847.096191
	Iteration 37Q: 3 clusters Score -779576.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -779577.812500 Penalty: 2847.096191
	Iteration 38Q: 3 clusters Score -779577.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -779579.875000 Penalty: 2847.096191
	Iteration 39Q: 3 clusters Score -779579.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -779579.437500 Penalty: 2847.096191
	Iteration 40F: 3 clusters Score -779579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -779580.375000 Penalty: 2847.096191
	Iteration 41Q: 3 clusters Score -779580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -779581.250000 Penalty: 2847.096191
	Iteration 42Q: 3 clusters Score -779581.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -779583.062500 Penalty: 2847.096191
	Iteration 43Q: 3 clusters Score -779583.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -779583.062500 Penalty: 2847.096191
	Iteration 44F: 3 clusters Score -779583.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Entering Unmasked Estep 
Score: -335605.906250 Penalty: 1299.784180
	Iteration 0F: 2 clusters Score -335605.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -332942.812500 Penalty: 2599.568359
	Iteration 0F: 3 clusters Score -332942.8 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -333717.937500 Penalty: 2599.568359
	Iteration 1F: 3 clusters Score -333717.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -333916.968750 Penalty: 2599.568359
	Iteration 2F: 3 clusters Score -333917 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -334036.968750 Penalty: 2599.568359
	Iteration 3F: 3 clusters Score -334037 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -334109.062500 Penalty: 2599.568359
	Iteration 4Q: 3 clusters Score -334109.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -334171.718750 Penalty: 2599.568359
	Iteration 5Q: 3 clusters Score -334171.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -334222.531250 Penalty: 2599.568359
	Iteration 6Q: 3 clusters Score -334222.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -334270.468750 Penalty: 2599.568359
	Iteration 7Q: 3 clusters Score -334270.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -334324.843750 Penalty: 2599.568359
	Iteration 8Q: 3 clusters Score -334324.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -334385.968750 Penalty: 2599.568359
	Iteration 9Q: 3 clusters Score -334386 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -334442.218750 Penalty: 2599.568359
	Iteration 10Q: 3 clusters Score -334442.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -334484.562500 Penalty: 2599.568359
	Iteration 11Q: 3 clusters Score -334484.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -334513.000000 Penalty: 2599.568359
	Iteration 12Q: 3 clusters Score -334513 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -334534.312500 Penalty: 2599.568359
	Iteration 13Q: 3 clusters Score -334534.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -334546.718750 Penalty: 2599.568359
	Iteration 14Q: 3 clusters Score -334546.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -334557.375000 Penalty: 2599.568359
	Iteration 15Q: 3 clusters Score -334557.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -334565.125000 Penalty: 2599.568359
	Iteration 16Q: 3 clusters Score -334565.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -334571.187500 Penalty: 2599.568359
	Iteration 17Q: 3 clusters Score -334571.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -334577.125000 Penalty: 2599.568359
	Iteration 18Q: 3 clusters Score -334577.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -334588.031250 Penalty: 2599.568359
	Iteration 19Q: 3 clusters Score -334588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -334598.406250 Penalty: 2599.568359
	Iteration 20F: 3 clusters Score -334598.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -334619.968750 Penalty: 2599.568359
	Iteration 21Q: 3 clusters Score -334620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -334645.562500 Penalty: 2599.568359
	Iteration 22Q: 3 clusters Score -334645.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -334661.718750 Penalty: 2599.568359
	Iteration 23Q: 3 clusters Score -334661.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -334668.468750 Penalty: 2599.568359
	Iteration 24Q: 3 clusters Score -334668.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -334674.406250 Penalty: 2599.568359
	Iteration 25Q: 3 clusters Score -334674.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -334678.343750 Penalty: 2599.568359
	Iteration 26Q: 3 clusters Score -334678.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -334686.500000 Penalty: 2599.568359
	Iteration 27Q: 3 clusters Score -334686.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -334699.093750 Penalty: 2599.568359
	Iteration 28Q: 3 clusters Score -334699.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -334707.343750 Penalty: 2599.568359
	Iteration 29Q: 3 clusters Score -334707.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -334716.468750 Penalty: 2599.568359
	Iteration 30Q: 3 clusters Score -334716.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -334724.875000 Penalty: 2599.568359
	Iteration 31Q: 3 clusters Score -334724.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -334729.500000 Penalty: 2599.568359
	Iteration 32Q: 3 clusters Score -334729.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -334733.812500 Penalty: 2599.568359
	Iteration 33Q: 3 clusters Score -334733.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -334740.562500 Penalty: 2599.568359
	Iteration 34Q: 3 clusters Score -334740.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -334743.250000 Penalty: 2599.568359
	Iteration 35Q: 3 clusters Score -334743.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -334748.281250 Penalty: 2599.568359
	Iteration 36Q: 3 clusters Score -334748.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -334754.968750 Penalty: 2599.568359
	Iteration 37Q: 3 clusters Score -334755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -334758.843750 Penalty: 2599.568359
	Iteration 38Q: 3 clusters Score -334758.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -334762.875000 Penalty: 2599.568359
	Iteration 39Q: 3 clusters Score -334762.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -334766.562500 Penalty: 2599.568359
	Iteration 40F: 3 clusters Score -334766.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -334770.812500 Penalty: 2599.568359
	Iteration 41Q: 3 clusters Score -334770.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -334774.687500 Penalty: 2599.568359
	Iteration 42Q: 3 clusters Score -334774.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -334776.656250 Penalty: 2599.568359
	Iteration 43Q: 3 clusters Score -334776.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -334779.406250 Penalty: 2599.568359
	Iteration 44Q: 3 clusters Score -334779.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -334783.843750 Penalty: 2599.568359
	Iteration 45Q: 3 clusters Score -334783.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -334787.843750 Penalty: 2599.568359
	Iteration 46Q: 3 clusters Score -334787.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -334790.187500 Penalty: 2599.568359
	Iteration 47Q: 3 clusters Score -334790.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -334793.781250 Penalty: 2599.568359
	Iteration 48Q: 3 clusters Score -334793.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -334795.593750 Penalty: 2599.568359
	Iteration 49Q: 3 clusters Score -334795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -334798.562500 Penalty: 2599.568359
	Iteration 50Q: 3 clusters Score -334798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -334801.187500 Penalty: 2599.568359
	Iteration 51Q: 3 clusters Score -334801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -334802.625000 Penalty: 2599.568359
	Iteration 52Q: 3 clusters Score -334802.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -334804.843750 Penalty: 2599.568359
	Iteration 53Q: 3 clusters Score -334804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -334805.468750 Penalty: 2599.568359
	Iteration 54Q: 3 clusters Score -334805.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -334808.281250 Penalty: 2599.568359
	Iteration 55Q: 3 clusters Score -334808.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -334809.906250 Penalty: 2599.568359
	Iteration 56Q: 3 clusters Score -334809.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -334812.218750 Penalty: 2599.568359
	Iteration 57Q: 3 clusters Score -334812.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -334813.656250 Penalty: 2599.568359
	Iteration 58Q: 3 clusters Score -334813.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -334815.375000 Penalty: 2599.568359
	Iteration 59Q: 3 clusters Score -334815.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -334816.687500 Penalty: 2599.568359
	Iteration 60F: 3 clusters Score -334816.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -334818.656250 Penalty: 2599.568359
	Iteration 61Q: 3 clusters Score -334818.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -334822.093750 Penalty: 2599.568359
	Iteration 62Q: 3 clusters Score -334822.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -334824.843750 Penalty: 2599.568359
	Iteration 63Q: 3 clusters Score -334824.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -334826.781250 Penalty: 2599.568359
	Iteration 64Q: 3 clusters Score -334826.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -334828.937500 Penalty: 2599.568359
	Iteration 65Q: 3 clusters Score -334828.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -334831.031250 Penalty: 2599.568359
	Iteration 66Q: 3 clusters Score -334831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -334833.343750 Penalty: 2599.568359
	Iteration 67Q: 3 clusters Score -334833.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -334835.125000 Penalty: 2599.568359
	Iteration 68Q: 3 clusters Score -334835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -334837.281250 Penalty: 2599.568359
	Iteration 69Q: 3 clusters Score -334837.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -334838.156250 Penalty: 2599.568359
	Iteration 70Q: 3 clusters Score -334838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -334839.562500 Penalty: 2599.568359
	Iteration 71Q: 3 clusters Score -334839.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -334839.875000 Penalty: 2599.568359
	Iteration 72Q: 3 clusters Score -334839.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -334840.312500 Penalty: 2599.568359
	Iteration 73Q: 3 clusters Score -334840.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -334840.468750 Penalty: 2599.568359
	Iteration 74Q: 3 clusters Score -334840.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -334840.468750 Penalty: 2599.568359
	Iteration 75F: 3 clusters Score -334840.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -200843.187500 Penalty: 1201.804688
	Iteration 0F: 2 clusters Score -200843.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -198969.328125 Penalty: 2403.609375
	Iteration 0F: 3 clusters Score -198969.3 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -199338.640625 Penalty: 2403.609375
	Iteration 1F: 3 clusters Score -199338.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -199432.187500 Penalty: 2403.609375
	Iteration 2F: 3 clusters Score -199432.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -199484.593750 Penalty: 2403.609375
	Iteration 3Q: 3 clusters Score -199484.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -199521.484375 Penalty: 2403.609375
	Iteration 4Q: 3 clusters Score -199521.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -199548.687500 Penalty: 2403.609375
	Iteration 5Q: 3 clusters Score -199548.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -199574.281250 Penalty: 2403.609375
	Iteration 6Q: 3 clusters Score -199574.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -199594.515625 Penalty: 2403.609375
	Iteration 7Q: 3 clusters Score -199594.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -199603.531250 Penalty: 2403.609375
	Iteration 8Q: 3 clusters Score -199603.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -199610.984375 Penalty: 2403.609375
	Iteration 9Q: 3 clusters Score -199611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -199617.000000 Penalty: 2403.609375
	Iteration 10Q: 3 clusters Score -199617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -199619.718750 Penalty: 2403.609375
	Iteration 11Q: 3 clusters Score -199619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -199621.328125 Penalty: 2403.609375
	Iteration 12Q: 3 clusters Score -199621.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -199626.781250 Penalty: 2403.609375
	Iteration 13Q: 3 clusters Score -199626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -199630.703125 Penalty: 2403.609375
	Iteration 14Q: 3 clusters Score -199630.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -199634.812500 Penalty: 2403.609375
	Iteration 15Q: 3 clusters Score -199634.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -199640.015625 Penalty: 2403.609375
	Iteration 16Q: 3 clusters Score -199640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -199647.000000 Penalty: 2403.609375
	Iteration 17Q: 3 clusters Score -199647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -199651.359375 Penalty: 2403.609375
	Iteration 18Q: 3 clusters Score -199651.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -199654.171875 Penalty: 2403.609375
	Iteration 19Q: 3 clusters Score -199654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -199656.187500 Penalty: 2403.609375
	Iteration 20F: 3 clusters Score -199656.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -199656.750000 Penalty: 2403.609375
	Iteration 21Q: 3 clusters Score -199656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -199657.078125 Penalty: 2403.609375
	Iteration 22Q: 3 clusters Score -199657.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -199657.796875 Penalty: 2403.609375
	Iteration 23Q: 3 clusters Score -199657.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -199657.796875 Penalty: 2403.609375
	Iteration 24F: 3 clusters Score -199657.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (69928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69928 members 
Entering Unmasked Estep 
Score: -8658572.000000 Penalty: 1812.723389
	Iteration 0F: 2 clusters Score -8658572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -8611430.000000 Penalty: 3625.446777
	Iteration 0F: 3 clusters Score -8611430 nChanged 33474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 34882 members 
Entering Unmasked Estep 
Score: -8631076.000000 Penalty: 3625.446777
	Iteration 1F: 3 clusters Score -8631076 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -8631772.000000 Penalty: 3625.446777
	Iteration 2Q: 3 clusters Score -8631772 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -8632748.000000 Penalty: 3625.446777
	Iteration 3Q: 3 clusters Score -8632748 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -8633852.000000 Penalty: 3625.446777
	Iteration 4Q: 3 clusters Score -8633852 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -8635181.000000 Penalty: 3625.446777
	Iteration 5Q: 3 clusters Score -8635181 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33467 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -8636831.000000 Penalty: 3625.446777
	Iteration 6Q: 3 clusters Score -8636831 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -8638868.000000 Penalty: 3625.446777
	Iteration 7F: 3 clusters Score -8638868 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -8641154.000000 Penalty: 3625.446777
	Iteration 8F: 3 clusters Score -8641154 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -8643376.000000 Penalty: 3625.446777
	Iteration 9F: 3 clusters Score -8643376 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -8644635.000000 Penalty: 3625.446777
	Iteration 10Q: 3 clusters Score -8644635 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -8645113.000000 Penalty: 3625.446777
	Iteration 11Q: 3 clusters Score -8645113 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -8645267.000000 Penalty: 3625.446777
	Iteration 12Q: 3 clusters Score -8645267 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -8645349.000000 Penalty: 3625.446777
	Iteration 13Q: 3 clusters Score -8645349 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -8645416.000000 Penalty: 3625.446777
	Iteration 14Q: 3 clusters Score -8645416 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -8645488.000000 Penalty: 3625.446777
	Iteration 15Q: 3 clusters Score -8645488 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -8645572.000000 Penalty: 3625.446777
	Iteration 16Q: 3 clusters Score -8645572 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -8645646.000000 Penalty: 3625.446777
	Iteration 17Q: 3 clusters Score -8645646 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -8645758.000000 Penalty: 3625.446777
	Iteration 18Q: 3 clusters Score -8645758 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -8645851.000000 Penalty: 3625.446777
	Iteration 19Q: 3 clusters Score -8645851 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8645952.000000 Penalty: 3625.446777
	Iteration 20F: 3 clusters Score -8645952 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -8646104.000000 Penalty: 3625.446777
	Iteration 21Q: 3 clusters Score -8646104 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -8646224.000000 Penalty: 3625.446777
	Iteration 22Q: 3 clusters Score -8646224 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -8646342.000000 Penalty: 3625.446777
	Iteration 23Q: 3 clusters Score -8646342 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -8646540.000000 Penalty: 3625.446777
	Iteration 24Q: 3 clusters Score -8646540 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -8646780.000000 Penalty: 3625.446777
	Iteration 25Q: 3 clusters Score -8646780 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -8646966.000000 Penalty: 3625.446777
	Iteration 26Q: 3 clusters Score -8646966 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -8647178.000000 Penalty: 3625.446777
	Iteration 27Q: 3 clusters Score -8647178 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 50225 members 
Entering Unmasked Estep 
Score: -8647430.000000 Penalty: 3625.446777
	Iteration 28Q: 3 clusters Score -8647430 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 51243 members 
Entering Unmasked Estep 
Score: -8647718.000000 Penalty: 3625.446777
	Iteration 29Q: 3 clusters Score -8647718 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 52327 members 
Entering Unmasked Estep 
Score: -8648044.000000 Penalty: 3625.446777
	Iteration 30Q: 3 clusters Score -8648044 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -8648445.000000 Penalty: 3625.446777
	Iteration 31Q: 3 clusters Score -8648445 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -8648923.000000 Penalty: 3625.446777
	Iteration 32Q: 3 clusters Score -8648923 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 56010 members 
Entering Unmasked Estep 
Score: -8649339.000000 Penalty: 3625.446777
	Iteration 33Q: 3 clusters Score -8649339 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 57249 members 
Entering Unmasked Estep 
Score: -8649856.000000 Penalty: 3625.446777
	Iteration 34Q: 3 clusters Score -8649856 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -8650385.000000 Penalty: 3625.446777
	Iteration 35Q: 3 clusters Score -8650385 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -8651018.000000 Penalty: 3625.446777
	Iteration 36Q: 3 clusters Score -8651018 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 61206 members 
Entering Unmasked Estep 
Score: -8651648.000000 Penalty: 3625.446777
	Iteration 37Q: 3 clusters Score -8651648 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 62523 members 
Entering Unmasked Estep 
Score: -8652386.000000 Penalty: 3625.446777
	Iteration 38Q: 3 clusters Score -8652386 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -8653143.000000 Penalty: 3625.446777
	Iteration 39Q: 3 clusters Score -8653143 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -8653965.000000 Penalty: 3625.446777
	Iteration 40F: 3 clusters Score -8653965 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -8654575.000000 Penalty: 3625.446777
	Iteration 41Q: 3 clusters Score -8654575 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 66914 members 
Entering Unmasked Estep 
Score: -8655183.000000 Penalty: 3625.446777
	Iteration 42Q: 3 clusters Score -8655183 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 67662 members 
Entering Unmasked Estep 
Score: -8655710.000000 Penalty: 3625.446777
	Iteration 43Q: 3 clusters Score -8655710 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 68230 members 
Entering Unmasked Estep 
Score: -8656164.000000 Penalty: 3625.446777
	Iteration 44Q: 3 clusters Score -8656164 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -8656465.000000 Penalty: 3625.446777
	Iteration 45Q: 3 clusters Score -8656465 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 68874 members 
Entering Unmasked Estep 
Score: -8656673.000000 Penalty: 3625.446777
	Iteration 46Q: 3 clusters Score -8656673 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 69042 members 
Entering Unmasked Estep 
Score: -8656785.000000 Penalty: 3625.446777
	Iteration 47Q: 3 clusters Score -8656785 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 69160 members 
Entering Unmasked Estep 
Score: -8656889.000000 Penalty: 3625.446777
	Iteration 48Q: 3 clusters Score -8656889 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 69247 members 
Entering Unmasked Estep 
Score: -8656973.000000 Penalty: 3625.446777
	Iteration 49Q: 3 clusters Score -8656973 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 69300 members 
Entering Unmasked Estep 
Score: -8657016.000000 Penalty: 3625.446777
	Iteration 50Q: 3 clusters Score -8657016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -8657043.000000 Penalty: 3625.446777
	Iteration 51Q: 3 clusters Score -8657043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 69350 members 
Entering Unmasked Estep 
Score: -8657073.000000 Penalty: 3625.446777
	Iteration 52Q: 3 clusters Score -8657073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 69367 members 
Entering Unmasked Estep 
Score: -8657091.000000 Penalty: 3625.446777
	Iteration 53Q: 3 clusters Score -8657091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 69384 members 
Entering Unmasked Estep 
Score: -8657103.000000 Penalty: 3625.446777
	Iteration 54Q: 3 clusters Score -8657103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 69393 members 
Entering Unmasked Estep 
Score: -8657102.000000 Penalty: 3625.446777
	Iteration 55Q: 3 clusters Score -8657102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -8657108.000000 Penalty: 3625.446777
	Iteration 56Q: 3 clusters Score -8657108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 69408 members 
Entering Unmasked Estep 
Score: -8657114.000000 Penalty: 3625.446777
	Iteration 57Q: 3 clusters Score -8657114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -8657123.000000 Penalty: 3625.446777
	Iteration 58Q: 3 clusters Score -8657123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 69411 members 
Entering Unmasked Estep 
Score: -8657120.000000 Penalty: 3625.446777
	Iteration 59Q: 3 clusters Score -8657120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -8657114.000000 Penalty: 3625.446777
	Iteration 60F: 3 clusters Score -8657114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 69418 members 
Entering Unmasked Estep 
Score: -8657122.000000 Penalty: 3625.446777
	Iteration 61Q: 3 clusters Score -8657122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -8657113.000000 Penalty: 3625.446777
	Iteration 62Q: 3 clusters Score -8657113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -8657132.000000 Penalty: 3625.446777
	Iteration 63Q: 3 clusters Score -8657132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -8657137.000000 Penalty: 3625.446777
	Iteration 64Q: 3 clusters Score -8657137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 69437 members 
Entering Unmasked Estep 
Score: -8657128.000000 Penalty: 3625.446777
	Iteration 65Q: 3 clusters Score -8657128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -8657139.000000 Penalty: 3625.446777
	Iteration 66Q: 3 clusters Score -8657139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 69445 members 
Entering Unmasked Estep 
Score: -8657133.000000 Penalty: 3625.446777
	Iteration 67Q: 3 clusters Score -8657133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -8657140.000000 Penalty: 3625.446777
	Iteration 68Q: 3 clusters Score -8657140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -8657144.000000 Penalty: 3625.446777
	Iteration 69Q: 3 clusters Score -8657144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 69452 members 
Entering Unmasked Estep 
Score: -8657142.000000 Penalty: 3625.446777
	Iteration 70Q: 3 clusters Score -8657142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -8657145.000000 Penalty: 3625.446777
	Iteration 71Q: 3 clusters Score -8657145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -8657145.000000 Penalty: 3625.446777
	Iteration 72F: 3 clusters Score -8657145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Entering Unmasked Estep 
Score: -1790849.625000 Penalty: 1557.428711
	Iteration 0F: 2 clusters Score -1790850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1780834.750000 Penalty: 3114.857422
	Iteration 0F: 3 clusters Score -1780835 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1784349.125000 Penalty: 3114.857422
	Iteration 1F: 3 clusters Score -1784349 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1784633.125000 Penalty: 3114.857422
	Iteration 2F: 3 clusters Score -1784633 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1784884.250000 Penalty: 3114.857422
	Iteration 3Q: 3 clusters Score -1784884 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1785155.750000 Penalty: 3114.857422
	Iteration 4Q: 3 clusters Score -1785156 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1785458.125000 Penalty: 3114.857422
	Iteration 5Q: 3 clusters Score -1785458 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1785736.875000 Penalty: 3114.857422
	Iteration 6Q: 3 clusters Score -1785737 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1786027.125000 Penalty: 3114.857422
	Iteration 7Q: 3 clusters Score -1786027 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1786349.375000 Penalty: 3114.857422
	Iteration 8Q: 3 clusters Score -1786349 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1786685.750000 Penalty: 3114.857422
	Iteration 9Q: 3 clusters Score -1786686 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1787063.250000 Penalty: 3114.857422
	Iteration 10Q: 3 clusters Score -1787063 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1787430.750000 Penalty: 3114.857422
	Iteration 11Q: 3 clusters Score -1787431 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -1787756.125000 Penalty: 3114.857422
	Iteration 12Q: 3 clusters Score -1787756 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1788057.625000 Penalty: 3114.857422
	Iteration 13Q: 3 clusters Score -1788058 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1788357.375000 Penalty: 3114.857422
	Iteration 14Q: 3 clusters Score -1788357 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1788644.875000 Penalty: 3114.857422
	Iteration 15Q: 3 clusters Score -1788645 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1788900.500000 Penalty: 3114.857422
	Iteration 16Q: 3 clusters Score -1788900 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1789098.625000 Penalty: 3114.857422
	Iteration 17Q: 3 clusters Score -1789099 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1789237.250000 Penalty: 3114.857422
	Iteration 18Q: 3 clusters Score -1789237 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -1789330.000000 Penalty: 3114.857422
	Iteration 19Q: 3 clusters Score -1789330 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1789399.750000 Penalty: 3114.857422
	Iteration 20F: 3 clusters Score -1789400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1789426.375000 Penalty: 3114.857422
	Iteration 21Q: 3 clusters Score -1789426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1789455.125000 Penalty: 3114.857422
	Iteration 22Q: 3 clusters Score -1789455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1789470.875000 Penalty: 3114.857422
	Iteration 23Q: 3 clusters Score -1789471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1789485.000000 Penalty: 3114.857422
	Iteration 24Q: 3 clusters Score -1789485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1789499.750000 Penalty: 3114.857422
	Iteration 25Q: 3 clusters Score -1789500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1789513.625000 Penalty: 3114.857422
	Iteration 26Q: 3 clusters Score -1789514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1789522.000000 Penalty: 3114.857422
	Iteration 27Q: 3 clusters Score -1789522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1789528.000000 Penalty: 3114.857422
	Iteration 28Q: 3 clusters Score -1789528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1789529.375000 Penalty: 3114.857422
	Iteration 29Q: 3 clusters Score -1789529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1789529.375000 Penalty: 3114.857422
	Iteration 30F: 3 clusters Score -1789529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Entering Unmasked Estep 
Score: -467392.656250 Penalty: 1332.144775
	Iteration 0F: 2 clusters Score -467392.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -464211.250000 Penalty: 2664.289551
	Iteration 0F: 3 clusters Score -464211.2 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -464978.468750 Penalty: 2664.289551
	Iteration 1F: 3 clusters Score -464978.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -465117.500000 Penalty: 2664.289551
	Iteration 2F: 3 clusters Score -465117.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -465211.687500 Penalty: 2664.289551
	Iteration 3F: 3 clusters Score -465211.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -465280.093750 Penalty: 2664.289551
	Iteration 4Q: 3 clusters Score -465280.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -465334.531250 Penalty: 2664.289551
	Iteration 5Q: 3 clusters Score -465334.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -465375.375000 Penalty: 2664.289551
	Iteration 6Q: 3 clusters Score -465375.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -465411.937500 Penalty: 2664.289551
	Iteration 7Q: 3 clusters Score -465411.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -465447.968750 Penalty: 2664.289551
	Iteration 8Q: 3 clusters Score -465448 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -465486.906250 Penalty: 2664.289551
	Iteration 9Q: 3 clusters Score -465486.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -465526.843750 Penalty: 2664.289551
	Iteration 10Q: 3 clusters Score -465526.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -465560.000000 Penalty: 2664.289551
	Iteration 11Q: 3 clusters Score -465560 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -465597.437500 Penalty: 2664.289551
	Iteration 12Q: 3 clusters Score -465597.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -465629.000000 Penalty: 2664.289551
	Iteration 13Q: 3 clusters Score -465629 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -465663.937500 Penalty: 2664.289551
	Iteration 14Q: 3 clusters Score -465663.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -465705.437500 Penalty: 2664.289551
	Iteration 15Q: 3 clusters Score -465705.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -465760.500000 Penalty: 2664.289551
	Iteration 16Q: 3 clusters Score -465760.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -465810.531250 Penalty: 2664.289551
	Iteration 17Q: 3 clusters Score -465810.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -465853.812500 Penalty: 2664.289551
	Iteration 18Q: 3 clusters Score -465853.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -465885.468750 Penalty: 2664.289551
	Iteration 19Q: 3 clusters Score -465885.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -465919.531250 Penalty: 2664.289551
	Iteration 20F: 3 clusters Score -465919.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -465950.000000 Penalty: 2664.289551
	Iteration 21Q: 3 clusters Score -465950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -465971.500000 Penalty: 2664.289551
	Iteration 22Q: 3 clusters Score -465971.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -466002.968750 Penalty: 2664.289551
	Iteration 23Q: 3 clusters Score -466003 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -466032.375000 Penalty: 2664.289551
	Iteration 24Q: 3 clusters Score -466032.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -466054.031250 Penalty: 2664.289551
	Iteration 25Q: 3 clusters Score -466054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -466077.656250 Penalty: 2664.289551
	Iteration 26Q: 3 clusters Score -466077.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -466096.437500 Penalty: 2664.289551
	Iteration 27Q: 3 clusters Score -466096.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -466107.531250 Penalty: 2664.289551
	Iteration 28Q: 3 clusters Score -466107.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -466118.937500 Penalty: 2664.289551
	Iteration 29Q: 3 clusters Score -466118.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -466129.437500 Penalty: 2664.289551
	Iteration 30Q: 3 clusters Score -466129.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -466140.562500 Penalty: 2664.289551
	Iteration 31Q: 3 clusters Score -466140.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -466149.343750 Penalty: 2664.289551
	Iteration 32Q: 3 clusters Score -466149.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -466158.750000 Penalty: 2664.289551
	Iteration 33Q: 3 clusters Score -466158.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -466168.281250 Penalty: 2664.289551
	Iteration 34Q: 3 clusters Score -466168.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -466175.968750 Penalty: 2664.289551
	Iteration 35Q: 3 clusters Score -466176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -466181.468750 Penalty: 2664.289551
	Iteration 36Q: 3 clusters Score -466181.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -466184.625000 Penalty: 2664.289551
	Iteration 37Q: 3 clusters Score -466184.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -466187.593750 Penalty: 2664.289551
	Iteration 38Q: 3 clusters Score -466187.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -466189.656250 Penalty: 2664.289551
	Iteration 39Q: 3 clusters Score -466189.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -466191.937500 Penalty: 2664.289551
	Iteration 40F: 3 clusters Score -466191.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -466193.781250 Penalty: 2664.289551
	Iteration 41Q: 3 clusters Score -466193.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -466197.500000 Penalty: 2664.289551
	Iteration 42Q: 3 clusters Score -466197.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -466202.718750 Penalty: 2664.289551
	Iteration 43Q: 3 clusters Score -466202.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -466207.718750 Penalty: 2664.289551
	Iteration 44Q: 3 clusters Score -466207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -466211.656250 Penalty: 2664.289551
	Iteration 45Q: 3 clusters Score -466211.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -466214.718750 Penalty: 2664.289551
	Iteration 46Q: 3 clusters Score -466214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -466215.593750 Penalty: 2664.289551
	Iteration 47Q: 3 clusters Score -466215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -466216.281250 Penalty: 2664.289551
	Iteration 48Q: 3 clusters Score -466216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -466216.281250 Penalty: 2664.289551
	Iteration 49F: 3 clusters Score -466216.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Entering Unmasked Estep 
Score: -1452996.250000 Penalty: 1521.008667
	Iteration 0F: 2 clusters Score -1452996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1444837.125000 Penalty: 3042.017334
	Iteration 0F: 3 clusters Score -1444837 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1447445.625000 Penalty: 3042.017334
	Iteration 1F: 3 clusters Score -1447446 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1447744.500000 Penalty: 3042.017334
	Iteration 2F: 3 clusters Score -1447744 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1447971.000000 Penalty: 3042.017334
	Iteration 3Q: 3 clusters Score -1447971 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1448134.125000 Penalty: 3042.017334
	Iteration 4Q: 3 clusters Score -1448134 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1448261.125000 Penalty: 3042.017334
	Iteration 5Q: 3 clusters Score -1448261 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1448394.625000 Penalty: 3042.017334
	Iteration 6Q: 3 clusters Score -1448395 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1448530.125000 Penalty: 3042.017334
	Iteration 7Q: 3 clusters Score -1448530 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1448663.500000 Penalty: 3042.017334
	Iteration 8Q: 3 clusters Score -1448664 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1448788.750000 Penalty: 3042.017334
	Iteration 9Q: 3 clusters Score -1448789 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1448935.625000 Penalty: 3042.017334
	Iteration 10Q: 3 clusters Score -1448936 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1449104.250000 Penalty: 3042.017334
	Iteration 11Q: 3 clusters Score -1449104 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1449324.375000 Penalty: 3042.017334
	Iteration 12Q: 3 clusters Score -1449324 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1449598.125000 Penalty: 3042.017334
	Iteration 13Q: 3 clusters Score -1449598 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1449923.625000 Penalty: 3042.017334
	Iteration 14Q: 3 clusters Score -1449924 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -1450209.000000 Penalty: 3042.017334
	Iteration 15Q: 3 clusters Score -1450209 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1450400.625000 Penalty: 3042.017334
	Iteration 16Q: 3 clusters Score -1450401 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1450526.750000 Penalty: 3042.017334
	Iteration 17Q: 3 clusters Score -1450527 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1450625.625000 Penalty: 3042.017334
	Iteration 18Q: 3 clusters Score -1450626 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1450719.000000 Penalty: 3042.017334
	Iteration 19Q: 3 clusters Score -1450719 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1450792.000000 Penalty: 3042.017334
	Iteration 20F: 3 clusters Score -1450792 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1450852.125000 Penalty: 3042.017334
	Iteration 21Q: 3 clusters Score -1450852 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1450918.375000 Penalty: 3042.017334
	Iteration 22Q: 3 clusters Score -1450918 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1450962.500000 Penalty: 3042.017334
	Iteration 23Q: 3 clusters Score -1450962 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1451029.875000 Penalty: 3042.017334
	Iteration 24Q: 3 clusters Score -1451030 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1451078.000000 Penalty: 3042.017334
	Iteration 25Q: 3 clusters Score -1451078 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1451136.875000 Penalty: 3042.017334
	Iteration 26Q: 3 clusters Score -1451137 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1451187.250000 Penalty: 3042.017334
	Iteration 27Q: 3 clusters Score -1451187 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1451237.125000 Penalty: 3042.017334
	Iteration 28Q: 3 clusters Score -1451237 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1451270.250000 Penalty: 3042.017334
	Iteration 29Q: 3 clusters Score -1451270 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1451289.875000 Penalty: 3042.017334
	Iteration 30Q: 3 clusters Score -1451290 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1451317.500000 Penalty: 3042.017334
	Iteration 31Q: 3 clusters Score -1451318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1451343.125000 Penalty: 3042.017334
	Iteration 32Q: 3 clusters Score -1451343 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1451369.375000 Penalty: 3042.017334
	Iteration 33Q: 3 clusters Score -1451369 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1451387.125000 Penalty: 3042.017334
	Iteration 34Q: 3 clusters Score -1451387 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1451405.625000 Penalty: 3042.017334
	Iteration 35Q: 3 clusters Score -1451406 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1451419.625000 Penalty: 3042.017334
	Iteration 36Q: 3 clusters Score -1451420 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1451429.500000 Penalty: 3042.017334
	Iteration 37Q: 3 clusters Score -1451430 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1451443.625000 Penalty: 3042.017334
	Iteration 38Q: 3 clusters Score -1451444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1451452.375000 Penalty: 3042.017334
	Iteration 39Q: 3 clusters Score -1451452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1451464.625000 Penalty: 3042.017334
	Iteration 40F: 3 clusters Score -1451465 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1451477.375000 Penalty: 3042.017334
	Iteration 41Q: 3 clusters Score -1451477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1451488.000000 Penalty: 3042.017334
	Iteration 42Q: 3 clusters Score -1451488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1451498.125000 Penalty: 3042.017334
	Iteration 43Q: 3 clusters Score -1451498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1451501.000000 Penalty: 3042.017334
	Iteration 44Q: 3 clusters Score -1451501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1451509.625000 Penalty: 3042.017334
	Iteration 45Q: 3 clusters Score -1451510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1451522.375000 Penalty: 3042.017334
	Iteration 46Q: 3 clusters Score -1451522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1451529.250000 Penalty: 3042.017334
	Iteration 47Q: 3 clusters Score -1451529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1451537.500000 Penalty: 3042.017334
	Iteration 48Q: 3 clusters Score -1451538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1451544.875000 Penalty: 3042.017334
	Iteration 49Q: 3 clusters Score -1451545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1451550.125000 Penalty: 3042.017334
	Iteration 50Q: 3 clusters Score -1451550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1451553.000000 Penalty: 3042.017334
	Iteration 51Q: 3 clusters Score -1451553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1451555.625000 Penalty: 3042.017334
	Iteration 52Q: 3 clusters Score -1451556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1451563.750000 Penalty: 3042.017334
	Iteration 53Q: 3 clusters Score -1451564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1451571.000000 Penalty: 3042.017334
	Iteration 54Q: 3 clusters Score -1451571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1451575.125000 Penalty: 3042.017334
	Iteration 55Q: 3 clusters Score -1451575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1451577.875000 Penalty: 3042.017334
	Iteration 56Q: 3 clusters Score -1451578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1451581.750000 Penalty: 3042.017334
	Iteration 57Q: 3 clusters Score -1451582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1451587.375000 Penalty: 3042.017334
	Iteration 58Q: 3 clusters Score -1451587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1451590.375000 Penalty: 3042.017334
	Iteration 59Q: 3 clusters Score -1451590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1451591.875000 Penalty: 3042.017334
	Iteration 60F: 3 clusters Score -1451592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1451592.625000 Penalty: 3042.017334
	Iteration 61Q: 3 clusters Score -1451593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1451594.875000 Penalty: 3042.017334
	Iteration 62Q: 3 clusters Score -1451595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1451594.875000 Penalty: 3042.017334
	Iteration 63Q: 3 clusters Score -1451595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1451597.375000 Penalty: 3042.017334
	Iteration 64Q: 3 clusters Score -1451597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1451596.125000 Penalty: 3042.017334
	Iteration 65Q: 3 clusters Score -1451596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1451595.750000 Penalty: 3042.017334
	Iteration 66Q: 3 clusters Score -1451596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1451597.250000 Penalty: 3042.017334
	Iteration 67Q: 3 clusters Score -1451597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1451600.875000 Penalty: 3042.017334
	Iteration 68Q: 3 clusters Score -1451601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1451599.875000 Penalty: 3042.017334
	Iteration 69Q: 3 clusters Score -1451600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1451601.250000 Penalty: 3042.017334
	Iteration 70Q: 3 clusters Score -1451601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1451602.250000 Penalty: 3042.017334
	Iteration 71Q: 3 clusters Score -1451602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1451602.625000 Penalty: 3042.017334
	Iteration 72Q: 3 clusters Score -1451603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1451600.875000 Penalty: 3042.017334
	Iteration 73Q: 3 clusters Score -1451601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1451600.875000 Penalty: 3042.017334
	Iteration 74F: 3 clusters Score -1451601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Entering Unmasked Estep 
Score: -248337.500000 Penalty: 1240.028809
	Iteration 0F: 2 clusters Score -248337.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -246218.781250 Penalty: 2480.057617
	Iteration 0F: 3 clusters Score -246218.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -246645.109375 Penalty: 2480.057617
	Iteration 1F: 3 clusters Score -246645.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -246750.421875 Penalty: 2480.057617
	Iteration 2F: 3 clusters Score -246750.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -246807.921875 Penalty: 2480.057617
	Iteration 3Q: 3 clusters Score -246807.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -246847.625000 Penalty: 2480.057617
	Iteration 4Q: 3 clusters Score -246847.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -246884.921875 Penalty: 2480.057617
	Iteration 5Q: 3 clusters Score -246884.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -246908.718750 Penalty: 2480.057617
	Iteration 6Q: 3 clusters Score -246908.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -246940.968750 Penalty: 2480.057617
	Iteration 7Q: 3 clusters Score -246941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -246975.515625 Penalty: 2480.057617
	Iteration 8Q: 3 clusters Score -246975.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -247001.796875 Penalty: 2480.057617
	Iteration 9Q: 3 clusters Score -247001.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -247029.109375 Penalty: 2480.057617
	Iteration 10Q: 3 clusters Score -247029.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -247057.531250 Penalty: 2480.057617
	Iteration 11Q: 3 clusters Score -247057.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -247083.468750 Penalty: 2480.057617
	Iteration 12Q: 3 clusters Score -247083.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -247108.406250 Penalty: 2480.057617
	Iteration 13Q: 3 clusters Score -247108.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -247132.015625 Penalty: 2480.057617
	Iteration 14Q: 3 clusters Score -247132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -247147.593750 Penalty: 2480.057617
	Iteration 15Q: 3 clusters Score -247147.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -247162.859375 Penalty: 2480.057617
	Iteration 16Q: 3 clusters Score -247162.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -247182.312500 Penalty: 2480.057617
	Iteration 17Q: 3 clusters Score -247182.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -247198.125000 Penalty: 2480.057617
	Iteration 18Q: 3 clusters Score -247198.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -247211.656250 Penalty: 2480.057617
	Iteration 19Q: 3 clusters Score -247211.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -247227.359375 Penalty: 2480.057617
	Iteration 20F: 3 clusters Score -247227.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -247241.484375 Penalty: 2480.057617
	Iteration 21Q: 3 clusters Score -247241.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -247253.421875 Penalty: 2480.057617
	Iteration 22Q: 3 clusters Score -247253.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -247261.187500 Penalty: 2480.057617
	Iteration 23Q: 3 clusters Score -247261.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -247270.546875 Penalty: 2480.057617
	Iteration 24Q: 3 clusters Score -247270.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -247280.859375 Penalty: 2480.057617
	Iteration 25Q: 3 clusters Score -247280.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -247287.000000 Penalty: 2480.057617
	Iteration 26Q: 3 clusters Score -247287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -247288.984375 Penalty: 2480.057617
	Iteration 27Q: 3 clusters Score -247289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -247289.812500 Penalty: 2480.057617
	Iteration 28Q: 3 clusters Score -247289.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -247289.812500 Penalty: 2480.057617
	Iteration 29F: 3 clusters Score -247289.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -180841.000000 Penalty: 1181.764771
	Iteration 0F: 2 clusters Score -180841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -179095.562500 Penalty: 2363.529541
	Iteration 0F: 3 clusters Score -179095.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -179425.562500 Penalty: 2363.529541
	Iteration 1F: 3 clusters Score -179425.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -179506.546875 Penalty: 2363.529541
	Iteration 2F: 3 clusters Score -179506.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -179554.750000 Penalty: 2363.529541
	Iteration 3Q: 3 clusters Score -179554.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -179587.562500 Penalty: 2363.529541
	Iteration 4Q: 3 clusters Score -179587.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -179603.171875 Penalty: 2363.529541
	Iteration 5Q: 3 clusters Score -179603.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -179613.593750 Penalty: 2363.529541
	Iteration 6Q: 3 clusters Score -179613.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -179621.406250 Penalty: 2363.529541
	Iteration 7Q: 3 clusters Score -179621.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -179630.062500 Penalty: 2363.529541
	Iteration 8Q: 3 clusters Score -179630.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -179635.593750 Penalty: 2363.529541
	Iteration 9Q: 3 clusters Score -179635.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -179641.015625 Penalty: 2363.529541
	Iteration 10Q: 3 clusters Score -179641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -179642.375000 Penalty: 2363.529541
	Iteration 11Q: 3 clusters Score -179642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -179642.984375 Penalty: 2363.529541
	Iteration 12Q: 3 clusters Score -179643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -179645.968750 Penalty: 2363.529541
	Iteration 13Q: 3 clusters Score -179646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -179650.359375 Penalty: 2363.529541
	Iteration 14Q: 3 clusters Score -179650.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -179655.031250 Penalty: 2363.529541
	Iteration 15Q: 3 clusters Score -179655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -179658.296875 Penalty: 2363.529541
	Iteration 16Q: 3 clusters Score -179658.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -179659.078125 Penalty: 2363.529541
	Iteration 17Q: 3 clusters Score -179659.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179659.640625 Penalty: 2363.529541
	Iteration 18Q: 3 clusters Score -179659.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -179659.640625 Penalty: 2363.529541
	Iteration 19F: 3 clusters Score -179659.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -174331.593750 Penalty: 1182.440430
	Iteration 0F: 2 clusters Score -174331.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -172608.906250 Penalty: 2364.880859
	Iteration 0F: 3 clusters Score -172608.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -172961.796875 Penalty: 2364.880859
	Iteration 1F: 3 clusters Score -172961.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -173051.437500 Penalty: 2364.880859
	Iteration 2F: 3 clusters Score -173051.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -173120.531250 Penalty: 2364.880859
	Iteration 3Q: 3 clusters Score -173120.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -173165.843750 Penalty: 2364.880859
	Iteration 4Q: 3 clusters Score -173165.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -173193.703125 Penalty: 2364.880859
	Iteration 5Q: 3 clusters Score -173193.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -173219.593750 Penalty: 2364.880859
	Iteration 6Q: 3 clusters Score -173219.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -173237.812500 Penalty: 2364.880859
	Iteration 7Q: 3 clusters Score -173237.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -173253.640625 Penalty: 2364.880859
	Iteration 8Q: 3 clusters Score -173253.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -173272.593750 Penalty: 2364.880859
	Iteration 9Q: 3 clusters Score -173272.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -173288.781250 Penalty: 2364.880859
	Iteration 10Q: 3 clusters Score -173288.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -173296.937500 Penalty: 2364.880859
	Iteration 11Q: 3 clusters Score -173296.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -173303.015625 Penalty: 2364.880859
	Iteration 12Q: 3 clusters Score -173303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -173309.031250 Penalty: 2364.880859
	Iteration 13Q: 3 clusters Score -173309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -173313.484375 Penalty: 2364.880859
	Iteration 14Q: 3 clusters Score -173313.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -173315.046875 Penalty: 2364.880859
	Iteration 15Q: 3 clusters Score -173315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -173315.984375 Penalty: 2364.880859
	Iteration 16Q: 3 clusters Score -173316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -173316.203125 Penalty: 2364.880859
	Iteration 17Q: 3 clusters Score -173316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -173316.468750 Penalty: 2364.880859
	Iteration 18Q: 3 clusters Score -173316.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -173316.468750 Penalty: 2364.880859
	Iteration 19F: 3 clusters Score -173316.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10020 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8057 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46575 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3917 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 868 members 
Mstep: Class 14 contains 13463 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9708 members 
Mstep: Class 17 contains 60474 members 
Mstep: Class 18 contains 1752 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31515 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11009 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6376 members 
Mstep: Class 30 contains 2977 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69928 members 
Mstep: Class 33 contains 14533 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243472.000000 Penalty: 79683.648438
Iteration 119Q: 39 clusters Score -4.824347e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10017 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8056 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46574 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3917 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 869 members 
Mstep: Class 14 contains 13462 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 60475 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31514 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1388 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11011 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6376 members 
Mstep: Class 30 contains 2979 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69931 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243492.000000 Penalty: 79683.648438
Iteration 120F: 39 clusters Score -4.824349e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10015 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8054 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46575 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 870 members 
Mstep: Class 14 contains 13461 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 60476 members 
Mstep: Class 18 contains 1751 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34320 members 
Mstep: Class 21 contains 31514 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6376 members 
Mstep: Class 30 contains 2981 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69934 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243492.000000 Penalty: 79683.648438
Iteration 121Q: 39 clusters Score -4.824349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10013 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8053 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46575 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13461 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 60476 members 
Mstep: Class 18 contains 1749 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34320 members 
Mstep: Class 21 contains 31514 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6375 members 
Mstep: Class 30 contains 2986 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69936 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243464.000000 Penalty: 79683.648438
Iteration 122Q: 39 clusters Score -4.824346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10012 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8052 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46575 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13461 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 60477 members 
Mstep: Class 18 contains 1749 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31515 members 
Mstep: Class 22 contains 8043 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 2986 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69937 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243440.000000 Penalty: 79683.648438
Iteration 123Q: 39 clusters Score -4.824344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8052 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46575 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3007 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13461 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 60476 members 
Mstep: Class 18 contains 1747 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31516 members 
Mstep: Class 22 contains 8044 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 2989 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69937 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243440.000000 Penalty: 79683.648438
Iteration 124Q: 39 clusters Score -4.824344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8052 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46575 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13461 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9707 members 
Mstep: Class 17 contains 60475 members 
Mstep: Class 18 contains 1746 members 
Mstep: Class 19 contains 8071 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31516 members 
Mstep: Class 22 contains 8045 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 2989 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69936 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243464.000000 Penalty: 79683.648438
Iteration 125Q: 39 clusters Score -4.824346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8051 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46575 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13461 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9709 members 
Mstep: Class 17 contains 60476 members 
Mstep: Class 18 contains 1742 members 
Mstep: Class 19 contains 8072 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31515 members 
Mstep: Class 22 contains 8047 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6131 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11012 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 2992 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69933 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243428.000000 Penalty: 79683.648438
Iteration 126Q: 39 clusters Score -4.824343e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 8049 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46576 members 
Mstep: Class 8 contains 4340 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13460 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 60474 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 19 contains 8073 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31515 members 
Mstep: Class 22 contains 8048 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6131 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11013 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6373 members 
Mstep: Class 30 contains 2995 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69932 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243444.000000 Penalty: 79683.648438
Iteration 127Q: 39 clusters Score -4.824344e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 8046 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46577 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13460 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 60472 members 
Mstep: Class 18 contains 1735 members 
Mstep: Class 19 contains 8074 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31514 members 
Mstep: Class 22 contains 8048 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6131 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11014 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6372 members 
Mstep: Class 30 contains 2998 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69933 members 
Mstep: Class 33 contains 14535 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243424.000000 Penalty: 79683.648438
Iteration 128Q: 39 clusters Score -4.824342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 8042 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46577 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13459 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9712 members 
Mstep: Class 17 contains 60471 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 19 contains 8073 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31513 members 
Mstep: Class 22 contains 8048 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11015 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6372 members 
Mstep: Class 30 contains 3002 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69933 members 
Mstep: Class 33 contains 14535 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243404.000000 Penalty: 79683.648438
Iteration 129Q: 39 clusters Score -4.82434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46577 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3569 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13459 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9713 members 
Mstep: Class 17 contains 60470 members 
Mstep: Class 18 contains 1733 members 
Mstep: Class 19 contains 8073 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31513 members 
Mstep: Class 22 contains 8048 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6133 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11015 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6372 members 
Mstep: Class 30 contains 3007 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69933 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11614 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243428.000000 Penalty: 79683.648438
Iteration 130Q: 39 clusters Score -4.824343e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46577 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13458 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9714 members 
Mstep: Class 17 contains 60468 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 19 contains 8073 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31514 members 
Mstep: Class 22 contains 8048 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6133 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11015 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6372 members 
Mstep: Class 30 contains 3014 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69932 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243440.000000 Penalty: 79683.648438
Iteration 131Q: 39 clusters Score -4.824344e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 8035 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46577 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3574 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13457 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9719 members 
Mstep: Class 17 contains 60466 members 
Mstep: Class 18 contains 1720 members 
Mstep: Class 19 contains 8073 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31515 members 
Mstep: Class 22 contains 8048 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6133 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11015 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6372 members 
Mstep: Class 30 contains 3022 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69932 members 
Mstep: Class 33 contains 14534 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243448.000000 Penalty: 79683.648438
Iteration 132Q: 39 clusters Score -4.824345e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 8031 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46577 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3576 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13451 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 9724 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 1711 members 
Mstep: Class 19 contains 8075 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31513 members 
Mstep: Class 22 contains 8048 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6133 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1286 members 
Mstep: Class 27 contains 11015 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6372 members 
Mstep: Class 30 contains 3034 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69932 members 
Mstep: Class 33 contains 14533 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11615 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243456.000000 Penalty: 79683.648438
Iteration 133Q: 39 clusters Score -4.824346e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 8029 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 46576 members 
Mstep: Class 8 contains 4342 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3578 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13444 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 9732 members 
Mstep: Class 17 contains 60466 members 
Mstep: Class 18 contains 1705 members 
Mstep: Class 19 contains 8077 members 
Mstep: Class 20 contains 34322 members 
Mstep: Class 21 contains 31512 members 
Mstep: Class 22 contains 8048 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6133 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1286 members 
Mstep: Class 27 contains 11015 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6372 members 
Mstep: Class 30 contains 3034 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69935 members 
Mstep: Class 33 contains 14532 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11617 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243520.000000 Penalty: 79683.648438
Iteration 134Q: 39 clusters Score -4.824352e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 8021 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 46576 members 
Mstep: Class 8 contains 4343 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13440 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 9744 members 
Mstep: Class 17 contains 60463 members 
Mstep: Class 18 contains 1698 members 
Mstep: Class 19 contains 8079 members 
Mstep: Class 20 contains 34322 members 
Mstep: Class 21 contains 31511 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6132 members 
Mstep: Class 25 contains 1390 members 
Mstep: Class 26 contains 1286 members 
Mstep: Class 27 contains 11015 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6371 members 
Mstep: Class 30 contains 3042 members 
Mstep: Class 31 contains 1629 members 
Mstep: Class 32 contains 69938 members 
Mstep: Class 33 contains 14532 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11618 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243512.000000 Penalty: 79683.648438
Iteration 135Q: 39 clusters Score -4.824351e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 8010 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 46575 members 
Mstep: Class 8 contains 4343 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3575 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13439 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 9749 members 
Mstep: Class 17 contains 60467 members 
Mstep: Class 18 contains 1690 members 
Mstep: Class 19 contains 8083 members 
Mstep: Class 20 contains 34322 members 
Mstep: Class 21 contains 31509 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6130 members 
Mstep: Class 25 contains 1393 members 
Mstep: Class 26 contains 1286 members 
Mstep: Class 27 contains 11014 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6370 members 
Mstep: Class 30 contains 3051 members 
Mstep: Class 31 contains 1630 members 
Mstep: Class 32 contains 69940 members 
Mstep: Class 33 contains 14532 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11621 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243572.000000 Penalty: 79683.648438
Iteration 136Q: 39 clusters Score -4.824357e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 8000 members 
Mstep: Class 6 contains 2178 members 
Mstep: Class 7 contains 46575 members 
Mstep: Class 8 contains 4349 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13438 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 9759 members 
Mstep: Class 17 contains 60465 members 
Mstep: Class 18 contains 1687 members 
Mstep: Class 19 contains 8085 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31508 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6128 members 
Mstep: Class 25 contains 1392 members 
Mstep: Class 26 contains 1285 members 
Mstep: Class 27 contains 11016 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6370 members 
Mstep: Class 30 contains 3053 members 
Mstep: Class 31 contains 1631 members 
Mstep: Class 32 contains 69942 members 
Mstep: Class 33 contains 14532 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11624 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243572.000000 Penalty: 79683.648438
Iteration 137Q: 39 clusters Score -4.824357e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 10010 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 7991 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 46572 members 
Mstep: Class 8 contains 4354 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13433 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 9773 members 
Mstep: Class 17 contains 60462 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 8087 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31509 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6130 members 
Mstep: Class 25 contains 1389 members 
Mstep: Class 26 contains 1284 members 
Mstep: Class 27 contains 11019 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6370 members 
Mstep: Class 30 contains 3053 members 
Mstep: Class 31 contains 1632 members 
Mstep: Class 32 contains 69946 members 
Mstep: Class 33 contains 14531 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11629 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1440 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243568.000000 Penalty: 79683.648438
Iteration 138Q: 39 clusters Score -4.824357e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10007 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 7976 members 
Mstep: Class 6 contains 2176 members 
Mstep: Class 7 contains 46571 members 
Mstep: Class 8 contains 4359 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13428 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 9795 members 
Mstep: Class 17 contains 60463 members 
Mstep: Class 18 contains 1678 members 
Mstep: Class 19 contains 8090 members 
Mstep: Class 20 contains 34320 members 
Mstep: Class 21 contains 31512 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 1692 members 
Mstep: Class 24 contains 6134 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1283 members 
Mstep: Class 27 contains 11021 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 6370 members 
Mstep: Class 30 contains 3044 members 
Mstep: Class 31 contains 1633 members 
Mstep: Class 32 contains 69950 members 
Mstep: Class 33 contains 14529 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11631 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1439 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243652.000000 Penalty: 79683.648438
Iteration 139Q: 39 clusters Score -4.824365e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10003 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 7969 members 
Mstep: Class 6 contains 2174 members 
Mstep: Class 7 contains 46574 members 
Mstep: Class 8 contains 4365 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3032 members 
Mstep: Class 12 contains 3573 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13421 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 9810 members 
Mstep: Class 17 contains 60453 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 8095 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31509 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 1693 members 
Mstep: Class 24 contains 6137 members 
Mstep: Class 25 contains 1387 members 
Mstep: Class 26 contains 1282 members 
Mstep: Class 27 contains 11021 members 
Mstep: Class 28 contains 1909 members 
Mstep: Class 29 contains 6370 members 
Mstep: Class 30 contains 3037 members 
Mstep: Class 31 contains 1636 members 
Mstep: Class 32 contains 69956 members 
Mstep: Class 33 contains 14528 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11631 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1436 members 
Mstep: Class 38 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243612.000000 Penalty: 79683.648438
Iteration 140F: 39 clusters Score -4.824361e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10002 members 
Mstep: Class 4 contains 4409 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 46572 members 
Mstep: Class 8 contains 4374 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 3031 members 
Mstep: Class 12 contains 3576 members 
Mstep: Class 13 contains 871 members 
Mstep: Class 14 contains 13418 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 9823 members 
Mstep: Class 17 contains 60444 members 
Mstep: Class 18 contains 1674 members 
Mstep: Class 19 contains 8097 members 
Mstep: Class 20 contains 34322 members 
Mstep: Class 21 contains 31509 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 1693 members 
Mstep: Class 24 contains 6137 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1280 members 
Mstep: Class 27 contains 11023 members 
Mstep: Class 28 contains 1910 members 
Mstep: Class 29 contains 6370 members 
Mstep: Class 30 contains 3027 members 
Mstep: Class 31 contains 1637 members 
Mstep: Class 32 contains 69959 members 
Mstep: Class 33 contains 14527 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11633 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1432 members 
Mstep: Class 38 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243640.000000 Penalty: 79683.648438
Iteration 141Q: 39 clusters Score -4.824364e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 7958 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 46568 members 
Mstep: Class 8 contains 4382 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 3029 members 
Mstep: Class 12 contains 3582 members 
Mstep: Class 13 contains 872 members 
Mstep: Class 14 contains 13412 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 9829 members 
Mstep: Class 17 contains 60439 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 19 contains 8099 members 
Mstep: Class 20 contains 34322 members 
Mstep: Class 21 contains 31508 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 1695 members 
Mstep: Class 24 contains 6142 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 1278 members 
Mstep: Class 27 contains 11023 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6371 members 
Mstep: Class 30 contains 3027 members 
Mstep: Class 31 contains 1639 members 
Mstep: Class 32 contains 69962 members 
Mstep: Class 33 contains 14525 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11634 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1429 members 
Mstep: Class 38 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243688.000000 Penalty: 79683.648438
Iteration 142Q: 39 clusters Score -4.824369e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4410 members 
Mstep: Class 5 contains 7952 members 
Mstep: Class 6 contains 2173 members 
Mstep: Class 7 contains 46564 members 
Mstep: Class 8 contains 4386 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 3027 members 
Mstep: Class 12 contains 3583 members 
Mstep: Class 13 contains 872 members 
Mstep: Class 14 contains 13406 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 9835 members 
Mstep: Class 17 contains 60438 members 
Mstep: Class 18 contains 1673 members 
Mstep: Class 19 contains 8100 members 
Mstep: Class 20 contains 34324 members 
Mstep: Class 21 contains 31507 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 6145 members 
Mstep: Class 25 contains 1385 members 
Mstep: Class 26 contains 1277 members 
Mstep: Class 27 contains 11024 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6371 members 
Mstep: Class 30 contains 3029 members 
Mstep: Class 31 contains 1639 members 
Mstep: Class 32 contains 69962 members 
Mstep: Class 33 contains 14523 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11636 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1428 members 
Mstep: Class 38 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243776.000000 Penalty: 79683.648438
Iteration 143Q: 39 clusters Score -4.824378e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4412 members 
Mstep: Class 5 contains 7947 members 
Mstep: Class 6 contains 2166 members 
Mstep: Class 7 contains 46564 members 
Mstep: Class 8 contains 4391 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 3027 members 
Mstep: Class 12 contains 3583 members 
Mstep: Class 13 contains 872 members 
Mstep: Class 14 contains 13400 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 9850 members 
Mstep: Class 17 contains 60436 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 8100 members 
Mstep: Class 20 contains 34322 members 
Mstep: Class 21 contains 31501 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 6145 members 
Mstep: Class 25 contains 1384 members 
Mstep: Class 26 contains 1276 members 
Mstep: Class 27 contains 11026 members 
Mstep: Class 28 contains 1911 members 
Mstep: Class 29 contains 6371 members 
Mstep: Class 30 contains 3032 members 
Mstep: Class 31 contains 1640 members 
Mstep: Class 32 contains 69964 members 
Mstep: Class 33 contains 14523 members 
Mstep: Class 34 contains 3633 members 
Mstep: Class 35 contains 11638 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243752.000000 Penalty: 79683.648438
Iteration 144Q: 39 clusters Score -4.824375e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4408 members 
Mstep: Class 5 contains 7946 members 
Mstep: Class 6 contains 2164 members 
Mstep: Class 7 contains 46560 members 
Mstep: Class 8 contains 4393 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3009 members 
Mstep: Class 11 contains 3027 members 
Mstep: Class 12 contains 3579 members 
Mstep: Class 13 contains 872 members 
Mstep: Class 14 contains 13393 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 9859 members 
Mstep: Class 17 contains 60429 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 8101 members 
Mstep: Class 20 contains 34321 members 
Mstep: Class 21 contains 31499 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 6147 members 
Mstep: Class 25 contains 1383 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11028 members 
Mstep: Class 28 contains 1912 members 
Mstep: Class 29 contains 6371 members 
Mstep: Class 30 contains 3031 members 
Mstep: Class 31 contains 1642 members 
Mstep: Class 32 contains 69970 members 
Mstep: Class 33 contains 14523 members 
Mstep: Class 34 contains 3634 members 
Mstep: Class 35 contains 11640 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243820.000000 Penalty: 79683.648438
Iteration 145Q: 39 clusters Score -4.824382e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7945 members 
Mstep: Class 6 contains 2164 members 
Mstep: Class 7 contains 46560 members 
Mstep: Class 8 contains 4396 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 3027 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 872 members 
Mstep: Class 14 contains 13389 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 9871 members 
Mstep: Class 17 contains 60427 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 19 contains 8104 members 
Mstep: Class 20 contains 34320 members 
Mstep: Class 21 contains 31494 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 1699 members 
Mstep: Class 24 contains 6148 members 
Mstep: Class 25 contains 1381 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 11028 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6370 members 
Mstep: Class 30 contains 3027 members 
Mstep: Class 31 contains 1642 members 
Mstep: Class 32 contains 69972 members 
Mstep: Class 33 contains 14521 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11643 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243808.000000 Penalty: 79683.648438
Iteration 146Q: 39 clusters Score -4.824381e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7943 members 
Mstep: Class 6 contains 2162 members 
Mstep: Class 7 contains 46560 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 3027 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 13387 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 9882 members 
Mstep: Class 17 contains 60423 members 
Mstep: Class 18 contains 1687 members 
Mstep: Class 19 contains 8108 members 
Mstep: Class 20 contains 34318 members 
Mstep: Class 21 contains 31488 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 1698 members 
Mstep: Class 24 contains 6150 members 
Mstep: Class 25 contains 1381 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 11029 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6367 members 
Mstep: Class 30 contains 3022 members 
Mstep: Class 31 contains 1642 members 
Mstep: Class 32 contains 69972 members 
Mstep: Class 33 contains 14519 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11645 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243832.000000 Penalty: 79683.648438
Iteration 147Q: 39 clusters Score -4.824383e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7935 members 
Mstep: Class 6 contains 2161 members 
Mstep: Class 7 contains 46558 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 3027 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 13387 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 9907 members 
Mstep: Class 17 contains 60424 members 
Mstep: Class 18 contains 1690 members 
Mstep: Class 19 contains 8107 members 
Mstep: Class 20 contains 34318 members 
Mstep: Class 21 contains 31484 members 
Mstep: Class 22 contains 8049 members 
Mstep: Class 23 contains 1698 members 
Mstep: Class 24 contains 6149 members 
Mstep: Class 25 contains 1379 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 11029 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6367 members 
Mstep: Class 30 contains 3018 members 
Mstep: Class 31 contains 1642 members 
Mstep: Class 32 contains 69970 members 
Mstep: Class 33 contains 14516 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11647 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243768.000000 Penalty: 79683.648438
Iteration 148Q: 39 clusters Score -4.824377e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1270 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 7930 members 
Mstep: Class 6 contains 2160 members 
Mstep: Class 7 contains 46557 members 
Mstep: Class 8 contains 4397 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 3027 members 
Mstep: Class 12 contains 3579 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 13386 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 9919 members 
Mstep: Class 17 contains 60421 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 8111 members 
Mstep: Class 20 contains 34318 members 
Mstep: Class 21 contains 31481 members 
Mstep: Class 22 contains 8050 members 
Mstep: Class 23 contains 1700 members 
Mstep: Class 24 contains 6150 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 11028 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6367 members 
Mstep: Class 30 contains 3013 members 
Mstep: Class 31 contains 1642 members 
Mstep: Class 32 contains 69971 members 
Mstep: Class 33 contains 14515 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11650 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243784.000000 Penalty: 79683.648438
Iteration 149Q: 39 clusters Score -4.824378e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4404 members 
Mstep: Class 5 contains 7926 members 
Mstep: Class 6 contains 2159 members 
Mstep: Class 7 contains 46556 members 
Mstep: Class 8 contains 4399 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 3029 members 
Mstep: Class 12 contains 3575 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 13386 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 9939 members 
Mstep: Class 17 contains 60421 members 
Mstep: Class 18 contains 1693 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 34318 members 
Mstep: Class 21 contains 31474 members 
Mstep: Class 22 contains 8051 members 
Mstep: Class 23 contains 1701 members 
Mstep: Class 24 contains 6150 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11027 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6367 members 
Mstep: Class 30 contains 3004 members 
Mstep: Class 31 contains 1642 members 
Mstep: Class 32 contains 69971 members 
Mstep: Class 33 contains 14514 members 
Mstep: Class 34 contains 3635 members 
Mstep: Class 35 contains 11651 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243816.000000 Penalty: 79683.648438
Iteration 150Q: 39 clusters Score -4.824382e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4404 members 
Mstep: Class 5 contains 7925 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 46555 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 3915 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 3028 members 
Mstep: Class 12 contains 3574 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 13385 members 
Mstep: Class 15 contains 2303 members 
Mstep: Class 16 contains 9954 members 
Mstep: Class 17 contains 60420 members 
Mstep: Class 18 contains 1691 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 34318 members 
Mstep: Class 21 contains 31473 members 
Mstep: Class 22 contains 8051 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6150 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11026 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6365 members 
Mstep: Class 30 contains 2998 members 
Mstep: Class 31 contains 1643 members 
Mstep: Class 32 contains 69971 members 
Mstep: Class 33 contains 14512 members 
Mstep: Class 34 contains 3636 members 
Mstep: Class 35 contains 11651 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243760.000000 Penalty: 79683.648438
Iteration 151Q: 39 clusters Score -4.824376e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7921 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46551 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 3027 members 
Mstep: Class 12 contains 3573 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 13385 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 9962 members 
Mstep: Class 17 contains 60422 members 
Mstep: Class 18 contains 1691 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 34318 members 
Mstep: Class 21 contains 31470 members 
Mstep: Class 22 contains 8051 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6149 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11027 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6366 members 
Mstep: Class 30 contains 2990 members 
Mstep: Class 31 contains 1643 members 
Mstep: Class 32 contains 69972 members 
Mstep: Class 33 contains 14513 members 
Mstep: Class 34 contains 3636 members 
Mstep: Class 35 contains 11653 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243828.000000 Penalty: 79683.648438
Iteration 152Q: 39 clusters Score -4.824383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46545 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 3917 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 3026 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 873 members 
Mstep: Class 14 contains 13384 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 9971 members 
Mstep: Class 17 contains 60420 members 
Mstep: Class 18 contains 1691 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 34317 members 
Mstep: Class 21 contains 31470 members 
Mstep: Class 22 contains 8051 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6150 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11034 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6365 members 
Mstep: Class 30 contains 2987 members 
Mstep: Class 31 contains 1643 members 
Mstep: Class 32 contains 69974 members 
Mstep: Class 33 contains 14513 members 
Mstep: Class 34 contains 3636 members 
Mstep: Class 35 contains 11655 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243808.000000 Penalty: 79683.648438
Iteration 153Q: 39 clusters Score -4.824381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7919 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46539 members 
Mstep: Class 8 contains 4405 members 
Mstep: Class 9 contains 3916 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 3026 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 874 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 9977 members 
Mstep: Class 17 contains 60418 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 34318 members 
Mstep: Class 21 contains 31467 members 
Mstep: Class 22 contains 8051 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6152 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11040 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6364 members 
Mstep: Class 30 contains 2983 members 
Mstep: Class 31 contains 1643 members 
Mstep: Class 32 contains 69976 members 
Mstep: Class 33 contains 14514 members 
Mstep: Class 34 contains 3636 members 
Mstep: Class 35 contains 11656 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243792.000000 Penalty: 79683.648438
Iteration 154Q: 39 clusters Score -4.824379e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7920 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46529 members 
Mstep: Class 8 contains 4406 members 
Mstep: Class 9 contains 3914 members 
Mstep: Class 10 contains 3010 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 877 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 9978 members 
Mstep: Class 17 contains 60419 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 34318 members 
Mstep: Class 21 contains 31467 members 
Mstep: Class 22 contains 8051 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11046 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6363 members 
Mstep: Class 30 contains 2981 members 
Mstep: Class 31 contains 1643 members 
Mstep: Class 32 contains 69980 members 
Mstep: Class 33 contains 14512 members 
Mstep: Class 34 contains 3636 members 
Mstep: Class 35 contains 11656 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243776.000000 Penalty: 79683.648438
Iteration 155Q: 39 clusters Score -4.824378e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7919 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46526 members 
Mstep: Class 8 contains 4407 members 
Mstep: Class 9 contains 3913 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 3025 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 881 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 9980 members 
Mstep: Class 17 contains 60421 members 
Mstep: Class 18 contains 1691 members 
Mstep: Class 19 contains 8112 members 
Mstep: Class 20 contains 34319 members 
Mstep: Class 21 contains 31465 members 
Mstep: Class 22 contains 8051 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11046 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6362 members 
Mstep: Class 30 contains 2981 members 
Mstep: Class 31 contains 1643 members 
Mstep: Class 32 contains 69980 members 
Mstep: Class 33 contains 14510 members 
Mstep: Class 34 contains 3636 members 
Mstep: Class 35 contains 11656 members 
Mstep: Class 36 contains 2061 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243788.000000 Penalty: 79683.648438
Iteration 156Q: 39 clusters Score -4.824379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7920 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46523 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 3913 members 
Mstep: Class 10 contains 3011 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 886 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 9984 members 
Mstep: Class 17 contains 60420 members 
Mstep: Class 18 contains 1688 members 
Mstep: Class 19 contains 8113 members 
Mstep: Class 20 contains 34319 members 
Mstep: Class 21 contains 31463 members 
Mstep: Class 22 contains 8051 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11048 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6361 members 
Mstep: Class 30 contains 2978 members 
Mstep: Class 31 contains 1643 members 
Mstep: Class 32 contains 69980 members 
Mstep: Class 33 contains 14510 members 
Mstep: Class 34 contains 3636 members 
Mstep: Class 35 contains 11657 members 
Mstep: Class 36 contains 2063 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243784.000000 Penalty: 79683.648438
Iteration 157Q: 39 clusters Score -4.824378e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 7919 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46515 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 895 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 9989 members 
Mstep: Class 17 contains 60421 members 
Mstep: Class 18 contains 1688 members 
Mstep: Class 19 contains 8113 members 
Mstep: Class 20 contains 34319 members 
Mstep: Class 21 contains 31462 members 
Mstep: Class 22 contains 8051 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1380 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11050 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6360 members 
Mstep: Class 30 contains 2972 members 
Mstep: Class 31 contains 1643 members 
Mstep: Class 32 contains 69979 members 
Mstep: Class 33 contains 14510 members 
Mstep: Class 34 contains 3636 members 
Mstep: Class 35 contains 11657 members 
Mstep: Class 36 contains 2063 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243780.000000 Penalty: 79683.648438
Iteration 158Q: 39 clusters Score -4.824378e+07 nChanged 35
Entering ConstructFrom: 
Score: -48243780.000000 Penalty: 79683.648438
Entering ConstructFrom: 
Trying to split cluster 1 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -229527.859375 Penalty: 1236.037964
	Iteration 0F: 2 clusters Score -229527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -227482.125000 Penalty: 2472.075928
	Iteration 0F: 3 clusters Score -227482.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -228039.234375 Penalty: 2472.075928
	Iteration 1F: 3 clusters Score -228039.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -228297.000000 Penalty: 2472.075928
	Iteration 2F: 3 clusters Score -228297 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -228581.015625 Penalty: 2472.075928
	Iteration 3F: 3 clusters Score -228581 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -228917.578125 Penalty: 2472.075928
	Iteration 4F: 3 clusters Score -228917.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -229139.875000 Penalty: 2472.075928
	Iteration 5F: 3 clusters Score -229139.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -229243.375000 Penalty: 2472.075928
	Iteration 6Q: 3 clusters Score -229243.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -229287.390625 Penalty: 2472.075928
	Iteration 7Q: 3 clusters Score -229287.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -229315.953125 Penalty: 2472.075928
	Iteration 8Q: 3 clusters Score -229316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -229330.546875 Penalty: 2472.075928
	Iteration 9Q: 3 clusters Score -229330.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -229345.015625 Penalty: 2472.075928
	Iteration 10Q: 3 clusters Score -229345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -229360.156250 Penalty: 2472.075928
	Iteration 11Q: 3 clusters Score -229360.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -229367.421875 Penalty: 2472.075928
	Iteration 12Q: 3 clusters Score -229367.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -229372.437500 Penalty: 2472.075928
	Iteration 13Q: 3 clusters Score -229372.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -229381.609375 Penalty: 2472.075928
	Iteration 14Q: 3 clusters Score -229381.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -229389.312500 Penalty: 2472.075928
	Iteration 15Q: 3 clusters Score -229389.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -229391.687500 Penalty: 2472.075928
	Iteration 16Q: 3 clusters Score -229391.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -229392.921875 Penalty: 2472.075928
	Iteration 17Q: 3 clusters Score -229392.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -229393.171875 Penalty: 2472.075928
	Iteration 18Q: 3 clusters Score -229393.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -229394.031250 Penalty: 2472.075928
	Iteration 19Q: 3 clusters Score -229394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -229395.343750 Penalty: 2472.075928
	Iteration 20F: 3 clusters Score -229395.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -158884.953125 Penalty: 1161.478394
	Iteration 0F: 2 clusters Score -158885 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 647 members 
Entering Unmasked Estep 
Score: -157244.015625 Penalty: 2322.956787
	Iteration 0F: 3 clusters Score -157244 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -157533.890625 Penalty: 2322.956787
	Iteration 1F: 3 clusters Score -157533.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -157616.375000 Penalty: 2322.956787
	Iteration 2F: 3 clusters Score -157616.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -157660.000000 Penalty: 2322.956787
	Iteration 3Q: 3 clusters Score -157660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -157687.765625 Penalty: 2322.956787
	Iteration 4Q: 3 clusters Score -157687.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -157703.390625 Penalty: 2322.956787
	Iteration 5Q: 3 clusters Score -157703.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -157714.218750 Penalty: 2322.956787
	Iteration 6Q: 3 clusters Score -157714.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -157720.656250 Penalty: 2322.956787
	Iteration 7Q: 3 clusters Score -157720.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -157724.718750 Penalty: 2322.956787
	Iteration 8Q: 3 clusters Score -157724.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -157726.593750 Penalty: 2322.956787
	Iteration 9Q: 3 clusters Score -157726.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -157728.328125 Penalty: 2322.956787
	Iteration 10Q: 3 clusters Score -157728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -157729.171875 Penalty: 2322.956787
	Iteration 11Q: 3 clusters Score -157729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -157729.671875 Penalty: 2322.956787
	Iteration 12Q: 3 clusters Score -157729.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -157730.796875 Penalty: 2322.956787
	Iteration 13Q: 3 clusters Score -157730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -157731.437500 Penalty: 2322.956787
	Iteration 14Q: 3 clusters Score -157731.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -157732.031250 Penalty: 2322.956787
	Iteration 15Q: 3 clusters Score -157732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -157732.921875 Penalty: 2322.956787
	Iteration 16Q: 3 clusters Score -157732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -157732.921875 Penalty: 2322.956787
	Iteration 17F: 3 clusters Score -157732.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Entering Unmasked Estep 
Score: -1251073.500000 Penalty: 1496.696655
	Iteration 0F: 2 clusters Score -1251074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1243931.500000 Penalty: 2993.393311
	Iteration 0F: 3 clusters Score -1243932 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1246287.250000 Penalty: 2993.393311
	Iteration 1F: 3 clusters Score -1246287 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1246522.250000 Penalty: 2993.393311
	Iteration 2F: 3 clusters Score -1246522 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1246682.500000 Penalty: 2993.393311
	Iteration 3Q: 3 clusters Score -1246682 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1246801.500000 Penalty: 2993.393311
	Iteration 4Q: 3 clusters Score -1246802 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -1246906.875000 Penalty: 2993.393311
	Iteration 5Q: 3 clusters Score -1246907 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1247005.000000 Penalty: 2993.393311
	Iteration 6Q: 3 clusters Score -1247005 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1247105.000000 Penalty: 2993.393311
	Iteration 7Q: 3 clusters Score -1247105 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1247206.875000 Penalty: 2993.393311
	Iteration 8Q: 3 clusters Score -1247207 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1247340.750000 Penalty: 2993.393311
	Iteration 9Q: 3 clusters Score -1247341 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1247528.875000 Penalty: 2993.393311
	Iteration 10Q: 3 clusters Score -1247529 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1247763.875000 Penalty: 2993.393311
	Iteration 11Q: 3 clusters Score -1247764 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1248020.000000 Penalty: 2993.393311
	Iteration 12Q: 3 clusters Score -1248020 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1248338.000000 Penalty: 2993.393311
	Iteration 13Q: 3 clusters Score -1248338 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1248722.250000 Penalty: 2993.393311
	Iteration 14Q: 3 clusters Score -1248722 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1249066.375000 Penalty: 2993.393311
	Iteration 15Q: 3 clusters Score -1249066 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1249317.250000 Penalty: 2993.393311
	Iteration 16Q: 3 clusters Score -1249317 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1249482.625000 Penalty: 2993.393311
	Iteration 17Q: 3 clusters Score -1249483 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1249603.625000 Penalty: 2993.393311
	Iteration 18Q: 3 clusters Score -1249604 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1249678.000000 Penalty: 2993.393311
	Iteration 19Q: 3 clusters Score -1249678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1249719.125000 Penalty: 2993.393311
	Iteration 20F: 3 clusters Score -1249719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1249752.125000 Penalty: 2993.393311
	Iteration 21Q: 3 clusters Score -1249752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1249769.500000 Penalty: 2993.393311
	Iteration 22Q: 3 clusters Score -1249770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1249777.625000 Penalty: 2993.393311
	Iteration 23Q: 3 clusters Score -1249778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1249786.125000 Penalty: 2993.393311
	Iteration 24Q: 3 clusters Score -1249786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1249789.875000 Penalty: 2993.393311
	Iteration 25Q: 3 clusters Score -1249790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1249791.500000 Penalty: 2993.393311
	Iteration 26Q: 3 clusters Score -1249792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1249791.500000 Penalty: 2993.393311
	Iteration 27F: 3 clusters Score -1249792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Entering Unmasked Estep 
Score: -533065.000000 Penalty: 1363.455444
	Iteration 0F: 2 clusters Score -533065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -529458.187500 Penalty: 2726.910889
	Iteration 0F: 3 clusters Score -529458.2 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -530562.125000 Penalty: 2726.910889
	Iteration 1F: 3 clusters Score -530562.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -530905.625000 Penalty: 2726.910889
	Iteration 2F: 3 clusters Score -530905.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -531178.500000 Penalty: 2726.910889
	Iteration 3F: 3 clusters Score -531178.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -531425.750000 Penalty: 2726.910889
	Iteration 4F: 3 clusters Score -531425.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -531684.625000 Penalty: 2726.910889
	Iteration 5F: 3 clusters Score -531684.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -531949.750000 Penalty: 2726.910889
	Iteration 6F: 3 clusters Score -531949.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -532262.687500 Penalty: 2726.910889
	Iteration 7Q: 3 clusters Score -532262.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -532583.125000 Penalty: 2726.910889
	Iteration 8Q: 3 clusters Score -532583.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -532858.750000 Penalty: 2726.910889
	Iteration 9Q: 3 clusters Score -532858.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -533027.812500 Penalty: 2726.910889
	Iteration 10Q: 3 clusters Score -533027.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -533145.250000 Penalty: 2726.910889
	Iteration 11Q: 3 clusters Score -533145.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -533227.562500 Penalty: 2726.910889
	Iteration 12Q: 3 clusters Score -533227.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -533270.312500 Penalty: 2726.910889
	Iteration 13Q: 3 clusters Score -533270.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -533293.625000 Penalty: 2726.910889
	Iteration 14Q: 3 clusters Score -533293.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -533317.875000 Penalty: 2726.910889
	Iteration 15Q: 3 clusters Score -533317.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -533330.062500 Penalty: 2726.910889
	Iteration 16Q: 3 clusters Score -533330.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -533337.625000 Penalty: 2726.910889
	Iteration 17Q: 3 clusters Score -533337.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -533341.625000 Penalty: 2726.910889
	Iteration 18Q: 3 clusters Score -533341.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -533343.750000 Penalty: 2726.910889
	Iteration 19Q: 3 clusters Score -533343.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -533343.375000 Penalty: 2726.910889
	Iteration 20F: 3 clusters Score -533343.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 3026 members 
Mstep: Class 5 contains 7920 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46510 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 9995 members 
Mstep: Class 17 contains 60422 members 
Mstep: Class 18 contains 1687 members 
Mstep: Class 19 contains 8114 members 
Mstep: Class 20 contains 34317 members 
Mstep: Class 21 contains 31460 members 
Mstep: Class 22 contains 8052 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1379 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11051 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6359 members 
Mstep: Class 30 contains 2966 members 
Mstep: Class 31 contains 1643 members 
Mstep: Class 32 contains 69977 members 
Mstep: Class 33 contains 14510 members 
Mstep: Class 34 contains 3636 members 
Mstep: Class 35 contains 11657 members 
Mstep: Class 36 contains 2063 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1449 members 
Mstep: Class 39 contains 1379 members 
Entering Unmasked Estep 
Score: -48243156.000000 Penalty: 81780.585938
Splitting cluster 4 changes total score from -48243780.000000 to -48243156.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Entering Unmasked Estep 
Score: -972193.625000 Penalty: 1458.786255
	Iteration 0F: 2 clusters Score -972193.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -966421.312500 Penalty: 2917.572510
	Iteration 0F: 3 clusters Score -966421.3 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -968102.125000 Penalty: 2917.572510
	Iteration 1F: 3 clusters Score -968102.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -968321.562500 Penalty: 2917.572510
	Iteration 2F: 3 clusters Score -968321.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -968519.500000 Penalty: 2917.572510
	Iteration 3Q: 3 clusters Score -968519.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -968750.500000 Penalty: 2917.572510
	Iteration 4Q: 3 clusters Score -968750.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -969045.312500 Penalty: 2917.572510
	Iteration 5F: 3 clusters Score -969045.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -969386.625000 Penalty: 2917.572510
	Iteration 6F: 3 clusters Score -969386.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -969717.875000 Penalty: 2917.572510
	Iteration 7F: 3 clusters Score -969717.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -970034.062500 Penalty: 2917.572510
	Iteration 8F: 3 clusters Score -970034.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -970332.875000 Penalty: 2917.572510
	Iteration 9Q: 3 clusters Score -970332.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -970642.312500 Penalty: 2917.572510
	Iteration 10Q: 3 clusters Score -970642.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -970931.875000 Penalty: 2917.572510
	Iteration 11Q: 3 clusters Score -970931.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -971160.687500 Penalty: 2917.572510
	Iteration 12Q: 3 clusters Score -971160.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -971341.875000 Penalty: 2917.572510
	Iteration 13Q: 3 clusters Score -971341.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -971424.937500 Penalty: 2917.572510
	Iteration 14Q: 3 clusters Score -971424.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -971457.687500 Penalty: 2917.572510
	Iteration 15Q: 3 clusters Score -971457.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -971470.437500 Penalty: 2917.572510
	Iteration 16Q: 3 clusters Score -971470.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -971481.625000 Penalty: 2917.572510
	Iteration 17Q: 3 clusters Score -971481.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -971485.187500 Penalty: 2917.572510
	Iteration 18Q: 3 clusters Score -971485.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -971490.750000 Penalty: 2917.572510
	Iteration 19Q: 3 clusters Score -971490.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -971493.250000 Penalty: 2917.572510
	Iteration 20F: 3 clusters Score -971493.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -971494.500000 Penalty: 2917.572510
	Iteration 21Q: 3 clusters Score -971494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -971494.375000 Penalty: 2917.572510
	Iteration 22Q: 3 clusters Score -971494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -971495.125000 Penalty: 2917.572510
	Iteration 23Q: 3 clusters Score -971495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -971494.750000 Penalty: 2917.572510
	Iteration 24Q: 3 clusters Score -971494.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -971494.750000 Penalty: 2917.572510
	Iteration 25F: 3 clusters Score -971494.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -255560.890625 Penalty: 1247.427002
	Iteration 0F: 2 clusters Score -255560.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -253344.953125 Penalty: 2494.854004
	Iteration 0F: 3 clusters Score -253345 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -253803.171875 Penalty: 2494.854004
	Iteration 1F: 3 clusters Score -253803.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -253919.421875 Penalty: 2494.854004
	Iteration 2F: 3 clusters Score -253919.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -253992.640625 Penalty: 2494.854004
	Iteration 3F: 3 clusters Score -253992.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -254071.656250 Penalty: 2494.854004
	Iteration 4Q: 3 clusters Score -254071.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -254158.359375 Penalty: 2494.854004
	Iteration 5Q: 3 clusters Score -254158.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -254225.546875 Penalty: 2494.854004
	Iteration 6Q: 3 clusters Score -254225.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -254286.781250 Penalty: 2494.854004
	Iteration 7Q: 3 clusters Score -254286.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -254340.937500 Penalty: 2494.854004
	Iteration 8Q: 3 clusters Score -254340.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -254393.843750 Penalty: 2494.854004
	Iteration 9Q: 3 clusters Score -254393.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -254439.546875 Penalty: 2494.854004
	Iteration 10Q: 3 clusters Score -254439.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -254484.390625 Penalty: 2494.854004
	Iteration 11Q: 3 clusters Score -254484.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -254536.984375 Penalty: 2494.854004
	Iteration 12Q: 3 clusters Score -254537 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -254585.703125 Penalty: 2494.854004
	Iteration 13Q: 3 clusters Score -254585.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -254626.375000 Penalty: 2494.854004
	Iteration 14Q: 3 clusters Score -254626.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -254656.562500 Penalty: 2494.854004
	Iteration 15Q: 3 clusters Score -254656.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -254673.421875 Penalty: 2494.854004
	Iteration 16Q: 3 clusters Score -254673.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -254689.046875 Penalty: 2494.854004
	Iteration 17Q: 3 clusters Score -254689 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -254700.812500 Penalty: 2494.854004
	Iteration 18Q: 3 clusters Score -254700.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -254706.125000 Penalty: 2494.854004
	Iteration 19Q: 3 clusters Score -254706.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -254711.453125 Penalty: 2494.854004
	Iteration 20F: 3 clusters Score -254711.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -254714.031250 Penalty: 2494.854004
	Iteration 21Q: 3 clusters Score -254714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -254719.062500 Penalty: 2494.854004
	Iteration 22Q: 3 clusters Score -254719.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -254723.281250 Penalty: 2494.854004
	Iteration 23Q: 3 clusters Score -254723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -254730.609375 Penalty: 2494.854004
	Iteration 24Q: 3 clusters Score -254730.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -254737.484375 Penalty: 2494.854004
	Iteration 25Q: 3 clusters Score -254737.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -254743.906250 Penalty: 2494.854004
	Iteration 26Q: 3 clusters Score -254743.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -254751.078125 Penalty: 2494.854004
	Iteration 27Q: 3 clusters Score -254751.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -254758.031250 Penalty: 2494.854004
	Iteration 28Q: 3 clusters Score -254758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -254765.218750 Penalty: 2494.854004
	Iteration 29Q: 3 clusters Score -254765.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -254772.906250 Penalty: 2494.854004
	Iteration 30Q: 3 clusters Score -254772.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -254778.703125 Penalty: 2494.854004
	Iteration 31Q: 3 clusters Score -254778.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -254783.296875 Penalty: 2494.854004
	Iteration 32Q: 3 clusters Score -254783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -254785.203125 Penalty: 2494.854004
	Iteration 33Q: 3 clusters Score -254785.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -254786.078125 Penalty: 2494.854004
	Iteration 34Q: 3 clusters Score -254786.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -254790.000000 Penalty: 2494.854004
	Iteration 35Q: 3 clusters Score -254790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -254793.359375 Penalty: 2494.854004
	Iteration 36Q: 3 clusters Score -254793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -254796.390625 Penalty: 2494.854004
	Iteration 37Q: 3 clusters Score -254796.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -254798.218750 Penalty: 2494.854004
	Iteration 38Q: 3 clusters Score -254798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -254799.875000 Penalty: 2494.854004
	Iteration 39Q: 3 clusters Score -254799.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -254799.968750 Penalty: 2494.854004
	Iteration 40F: 3 clusters Score -254800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -254801.218750 Penalty: 2494.854004
	Iteration 41Q: 3 clusters Score -254801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -254802.281250 Penalty: 2494.854004
	Iteration 42Q: 3 clusters Score -254802.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -254802.593750 Penalty: 2494.854004
	Iteration 43Q: 3 clusters Score -254802.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -254802.593750 Penalty: 2494.854004
	Iteration 44F: 3 clusters Score -254802.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Entering Unmasked Estep 
Score: -5722326.500000 Penalty: 1746.456055
	Iteration 0F: 2 clusters Score -5722326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -5691517.500000 Penalty: 3492.912109
	Iteration 0F: 3 clusters Score -5691518 nChanged 21673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -5703719.500000 Penalty: 3492.912109
	Iteration 1F: 3 clusters Score -5703720 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -5704252.500000 Penalty: 3492.912109
	Iteration 2Q: 3 clusters Score -5704252 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -5704948.000000 Penalty: 3492.912109
	Iteration 3Q: 3 clusters Score -5704948 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -5705940.500000 Penalty: 3492.912109
	Iteration 4Q: 3 clusters Score -5705940 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -5707429.000000 Penalty: 3492.912109
	Iteration 5F: 3 clusters Score -5707429 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30202 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -5709681.500000 Penalty: 3492.912109
	Iteration 6F: 3 clusters Score -5709682 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -5712579.000000 Penalty: 3492.912109
	Iteration 7F: 3 clusters Score -5712579 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -5715880.500000 Penalty: 3492.912109
	Iteration 8F: 3 clusters Score -5715880 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -5718181.500000 Penalty: 3492.912109
	Iteration 9F: 3 clusters Score -5718182 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -5719137.500000 Penalty: 3492.912109
	Iteration 10Q: 3 clusters Score -5719138 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -5719459.000000 Penalty: 3492.912109
	Iteration 11Q: 3 clusters Score -5719459 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -5719583.500000 Penalty: 3492.912109
	Iteration 12Q: 3 clusters Score -5719584 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -5719676.500000 Penalty: 3492.912109
	Iteration 13Q: 3 clusters Score -5719676 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -5719725.000000 Penalty: 3492.912109
	Iteration 14Q: 3 clusters Score -5719725 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -5719738.500000 Penalty: 3492.912109
	Iteration 15Q: 3 clusters Score -5719738 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -5719777.000000 Penalty: 3492.912109
	Iteration 16Q: 3 clusters Score -5719777 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -5719783.000000 Penalty: 3492.912109
	Iteration 17Q: 3 clusters Score -5719783 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -5719800.500000 Penalty: 3492.912109
	Iteration 18Q: 3 clusters Score -5719800 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -5719821.500000 Penalty: 3492.912109
	Iteration 19Q: 3 clusters Score -5719822 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 9580 members 
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	Iteration 20F: 3 clusters Score -5719845 nChanged 112
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Mstep: Class 2 contains 9474 members 
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	Iteration 23Q: 3 clusters Score -5719839 nChanged 88
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	Iteration 28Q: 3 clusters Score -5719896 nChanged 86
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	Iteration 30Q: 3 clusters Score -5719909 nChanged 89
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	Iteration 31Q: 3 clusters Score -5719910 nChanged 86
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5719914 nChanged 89
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5719938 nChanged 86
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	Iteration 39Q: 3 clusters Score -5719959 nChanged 85
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	Iteration 60F: 3 clusters Score -5720150 nChanged 105
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	Iteration 63Q: 3 clusters Score -5720190 nChanged 94
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	Iteration 64Q: 3 clusters Score -5720195 nChanged 89
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	Iteration 66Q: 3 clusters Score -5720202 nChanged 75
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	Iteration 69Q: 3 clusters Score -5720244 nChanged 94
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	Iteration 71Q: 3 clusters Score -5720271 nChanged 99
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	Iteration 79Q: 3 clusters Score -5720396 nChanged 89
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	Iteration 80F: 3 clusters Score -5720402 nChanged 81
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	Iteration 82Q: 3 clusters Score -5720448 nChanged 85
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	Iteration 83Q: 3 clusters Score -5720452 nChanged 83
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	Iteration 84Q: 3 clusters Score -5720460 nChanged 77
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	Iteration 87Q: 3 clusters Score -5720491 nChanged 80
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	Iteration 89Q: 3 clusters Score -5720497 nChanged 55
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	Iteration 91Q: 3 clusters Score -5720542 nChanged 68
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	Iteration 93Q: 3 clusters Score -5720569 nChanged 91
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	Iteration 94Q: 3 clusters Score -5720590 nChanged 85
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	Iteration 95Q: 3 clusters Score -5720604 nChanged 62
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	Iteration 97Q: 3 clusters Score -5720618 nChanged 60
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	Iteration 98Q: 3 clusters Score -5720629 nChanged 61
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	Iteration 99Q: 3 clusters Score -5720643 nChanged 75
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	Iteration 100F: 3 clusters Score -5720662 nChanged 69
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	Iteration 101Q: 3 clusters Score -5720684 nChanged 56
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	Iteration 102Q: 3 clusters Score -5720694 nChanged 67
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	Iteration 103Q: 3 clusters Score -5720734 nChanged 69
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	Iteration 104Q: 3 clusters Score -5720736 nChanged 62
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	Iteration 105Q: 3 clusters Score -5720748 nChanged 59
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	Iteration 106Q: 3 clusters Score -5720776 nChanged 57
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	Iteration 108Q: 3 clusters Score -5720804 nChanged 62
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	Iteration 109Q: 3 clusters Score -5720812 nChanged 66
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	Iteration 110Q: 3 clusters Score -5720820 nChanged 52
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	Iteration 111Q: 3 clusters Score -5720839 nChanged 41
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	Iteration 112Q: 3 clusters Score -5720846 nChanged 43
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	Iteration 113Q: 3 clusters Score -5720848 nChanged 48
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Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -5720867.500000 Penalty: 3492.912109
	Iteration 114Q: 3 clusters Score -5720868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5720869.000000 Penalty: 3492.912109
	Iteration 115Q: 3 clusters Score -5720869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44901 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5720880.000000 Penalty: 3492.912109
	Iteration 116Q: 3 clusters Score -5720880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5720891.000000 Penalty: 3492.912109
	Iteration 117Q: 3 clusters Score -5720891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5720903.000000 Penalty: 3492.912109
	Iteration 118Q: 3 clusters Score -5720903 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5720917.000000 Penalty: 3492.912109
	Iteration 119Q: 3 clusters Score -5720917 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5720920.500000 Penalty: 3492.912109
	Iteration 120F: 3 clusters Score -5720920 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5720919.500000 Penalty: 3492.912109
	Iteration 121Q: 3 clusters Score -5720920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -5720931.000000 Penalty: 3492.912109
	Iteration 122Q: 3 clusters Score -5720931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -5720939.500000 Penalty: 3492.912109
	Iteration 123Q: 3 clusters Score -5720940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5720941.000000 Penalty: 3492.912109
	Iteration 124Q: 3 clusters Score -5720941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5720937.500000 Penalty: 3492.912109
	Iteration 125Q: 3 clusters Score -5720938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -5720943.500000 Penalty: 3492.912109
	Iteration 126Q: 3 clusters Score -5720944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5720948.000000 Penalty: 3492.912109
	Iteration 127Q: 3 clusters Score -5720948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5720947.500000 Penalty: 3492.912109
	Iteration 128Q: 3 clusters Score -5720948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5720943.000000 Penalty: 3492.912109
	Iteration 129Q: 3 clusters Score -5720943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5720951.000000 Penalty: 3492.912109
	Iteration 130Q: 3 clusters Score -5720951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5720960.500000 Penalty: 3492.912109
	Iteration 131Q: 3 clusters Score -5720960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5720964.500000 Penalty: 3492.912109
	Iteration 132Q: 3 clusters Score -5720964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5720967.500000 Penalty: 3492.912109
	Iteration 133Q: 3 clusters Score -5720968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -5720974.500000 Penalty: 3492.912109
	Iteration 134Q: 3 clusters Score -5720974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5720975.500000 Penalty: 3492.912109
	Iteration 135Q: 3 clusters Score -5720976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5720982.000000 Penalty: 3492.912109
	Iteration 136Q: 3 clusters Score -5720982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5720979.500000 Penalty: 3492.912109
	Iteration 137Q: 3 clusters Score -5720980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5720976.500000 Penalty: 3492.912109
	Iteration 138Q: 3 clusters Score -5720976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5720977.000000 Penalty: 3492.912109
	Iteration 139Q: 3 clusters Score -5720977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5720983.000000 Penalty: 3492.912109
	Iteration 140F: 3 clusters Score -5720983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5720991.000000 Penalty: 3492.912109
	Iteration 141Q: 3 clusters Score -5720991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5720993.000000 Penalty: 3492.912109
	Iteration 142Q: 3 clusters Score -5720993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5720991.000000 Penalty: 3492.912109
	Iteration 143Q: 3 clusters Score -5720991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5720995.000000 Penalty: 3492.912109
	Iteration 144Q: 3 clusters Score -5720995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5720994.000000 Penalty: 3492.912109
	Iteration 145Q: 3 clusters Score -5720994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5720997.500000 Penalty: 3492.912109
	Iteration 146Q: 3 clusters Score -5720998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5720998.500000 Penalty: 3492.912109
	Iteration 147Q: 3 clusters Score -5720998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5721003.000000 Penalty: 3492.912109
	Iteration 148Q: 3 clusters Score -5721003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5721006.500000 Penalty: 3492.912109
	Iteration 149Q: 3 clusters Score -5721006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5721006.500000 Penalty: 3492.912109
	Iteration 150Q: 3 clusters Score -5721006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5721006.500000 Penalty: 3492.912109
	Iteration 151Q: 3 clusters Score -5721006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5721007.500000 Penalty: 3492.912109
	Iteration 152Q: 3 clusters Score -5721008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5721004.000000 Penalty: 3492.912109
	Iteration 153Q: 3 clusters Score -5721004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5721006.500000 Penalty: 3492.912109
	Iteration 154Q: 3 clusters Score -5721006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -5721010.500000 Penalty: 3492.912109
	Iteration 155Q: 3 clusters Score -5721010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5721006.000000 Penalty: 3492.912109
	Iteration 156Q: 3 clusters Score -5721006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5721008.500000 Penalty: 3492.912109
	Iteration 157Q: 3 clusters Score -5721008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5721007.000000 Penalty: 3492.912109
	Iteration 158Q: 3 clusters Score -5721007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5721008.500000 Penalty: 3492.912109
	Iteration 159Q: 3 clusters Score -5721008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -5721010.000000 Penalty: 3492.912109
	Iteration 160F: 3 clusters Score -5721010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5721015.500000 Penalty: 3492.912109
	Iteration 161Q: 3 clusters Score -5721016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5721014.500000 Penalty: 3492.912109
	Iteration 162Q: 3 clusters Score -5721014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5721014.500000 Penalty: 3492.912109
	Iteration 163F: 3 clusters Score -5721014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Entering Unmasked Estep 
Score: -543931.437500 Penalty: 1363.603027
	Iteration 0F: 2 clusters Score -543931.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -540360.937500 Penalty: 2727.206055
	Iteration 0F: 3 clusters Score -540360.9 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -541310.250000 Penalty: 2727.206055
	Iteration 1F: 3 clusters Score -541310.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -541509.875000 Penalty: 2727.206055
	Iteration 2F: 3 clusters Score -541509.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -541645.437500 Penalty: 2727.206055
	Iteration 3F: 3 clusters Score -541645.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -541727.625000 Penalty: 2727.206055
	Iteration 4Q: 3 clusters Score -541727.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -541798.937500 Penalty: 2727.206055
	Iteration 5Q: 3 clusters Score -541798.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -541862.062500 Penalty: 2727.206055
	Iteration 6Q: 3 clusters Score -541862.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -541937.625000 Penalty: 2727.206055
	Iteration 7Q: 3 clusters Score -541937.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -542021.312500 Penalty: 2727.206055
	Iteration 8Q: 3 clusters Score -542021.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -542099.500000 Penalty: 2727.206055
	Iteration 9Q: 3 clusters Score -542099.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -542175.062500 Penalty: 2727.206055
	Iteration 10Q: 3 clusters Score -542175.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -542252.187500 Penalty: 2727.206055
	Iteration 11Q: 3 clusters Score -542252.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -542330.875000 Penalty: 2727.206055
	Iteration 12Q: 3 clusters Score -542330.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -542391.437500 Penalty: 2727.206055
	Iteration 13Q: 3 clusters Score -542391.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -542426.250000 Penalty: 2727.206055
	Iteration 14Q: 3 clusters Score -542426.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -542467.437500 Penalty: 2727.206055
	Iteration 15Q: 3 clusters Score -542467.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -542508.500000 Penalty: 2727.206055
	Iteration 16Q: 3 clusters Score -542508.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -542543.000000 Penalty: 2727.206055
	Iteration 17Q: 3 clusters Score -542543 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -542577.375000 Penalty: 2727.206055
	Iteration 18Q: 3 clusters Score -542577.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -542605.312500 Penalty: 2727.206055
	Iteration 19Q: 3 clusters Score -542605.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -542618.437500 Penalty: 2727.206055
	Iteration 20F: 3 clusters Score -542618.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -542634.500000 Penalty: 2727.206055
	Iteration 21Q: 3 clusters Score -542634.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -542645.312500 Penalty: 2727.206055
	Iteration 22Q: 3 clusters Score -542645.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -542657.000000 Penalty: 2727.206055
	Iteration 23Q: 3 clusters Score -542657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -542669.312500 Penalty: 2727.206055
	Iteration 24Q: 3 clusters Score -542669.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -542680.312500 Penalty: 2727.206055
	Iteration 25Q: 3 clusters Score -542680.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -542689.625000 Penalty: 2727.206055
	Iteration 26Q: 3 clusters Score -542689.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -542699.687500 Penalty: 2727.206055
	Iteration 27Q: 3 clusters Score -542699.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -542710.687500 Penalty: 2727.206055
	Iteration 28Q: 3 clusters Score -542710.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -542720.875000 Penalty: 2727.206055
	Iteration 29Q: 3 clusters Score -542720.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -542729.500000 Penalty: 2727.206055
	Iteration 30Q: 3 clusters Score -542729.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -542738.125000 Penalty: 2727.206055
	Iteration 31Q: 3 clusters Score -542738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -542742.812500 Penalty: 2727.206055
	Iteration 32Q: 3 clusters Score -542742.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -542744.625000 Penalty: 2727.206055
	Iteration 33Q: 3 clusters Score -542744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -542744.625000 Penalty: 2727.206055
	Iteration 34F: 3 clusters Score -542744.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Entering Unmasked Estep 
Score: -479999.218750 Penalty: 1344.168091
	Iteration 0F: 2 clusters Score -479999.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -476737.781250 Penalty: 2688.336182
	Iteration 0F: 3 clusters Score -476737.8 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -477592.750000 Penalty: 2688.336182
	Iteration 1F: 3 clusters Score -477592.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -477772.937500 Penalty: 2688.336182
	Iteration 2F: 3 clusters Score -477772.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -477878.718750 Penalty: 2688.336182
	Iteration 3F: 3 clusters Score -477878.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -477962.718750 Penalty: 2688.336182
	Iteration 4Q: 3 clusters Score -477962.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -478023.531250 Penalty: 2688.336182
	Iteration 5Q: 3 clusters Score -478023.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -478072.656250 Penalty: 2688.336182
	Iteration 6Q: 3 clusters Score -478072.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -478126.000000 Penalty: 2688.336182
	Iteration 7Q: 3 clusters Score -478126 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -478189.687500 Penalty: 2688.336182
	Iteration 8Q: 3 clusters Score -478189.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -478248.156250 Penalty: 2688.336182
	Iteration 9Q: 3 clusters Score -478248.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -478294.156250 Penalty: 2688.336182
	Iteration 10Q: 3 clusters Score -478294.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -478345.750000 Penalty: 2688.336182
	Iteration 11Q: 3 clusters Score -478345.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -478394.125000 Penalty: 2688.336182
	Iteration 12Q: 3 clusters Score -478394.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -478446.843750 Penalty: 2688.336182
	Iteration 13Q: 3 clusters Score -478446.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -478491.437500 Penalty: 2688.336182
	Iteration 14Q: 3 clusters Score -478491.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -478532.593750 Penalty: 2688.336182
	Iteration 15Q: 3 clusters Score -478532.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -478575.062500 Penalty: 2688.336182
	Iteration 16Q: 3 clusters Score -478575.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -478613.593750 Penalty: 2688.336182
	Iteration 17Q: 3 clusters Score -478613.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -478654.250000 Penalty: 2688.336182
	Iteration 18Q: 3 clusters Score -478654.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -478684.031250 Penalty: 2688.336182
	Iteration 19Q: 3 clusters Score -478684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -478708.937500 Penalty: 2688.336182
	Iteration 20F: 3 clusters Score -478708.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -478739.250000 Penalty: 2688.336182
	Iteration 21Q: 3 clusters Score -478739.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -478767.750000 Penalty: 2688.336182
	Iteration 22Q: 3 clusters Score -478767.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -478784.187500 Penalty: 2688.336182
	Iteration 23Q: 3 clusters Score -478784.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -478792.031250 Penalty: 2688.336182
	Iteration 24Q: 3 clusters Score -478792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -478799.875000 Penalty: 2688.336182
	Iteration 25Q: 3 clusters Score -478799.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -478806.500000 Penalty: 2688.336182
	Iteration 26Q: 3 clusters Score -478806.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -478810.593750 Penalty: 2688.336182
	Iteration 27Q: 3 clusters Score -478810.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -478813.812500 Penalty: 2688.336182
	Iteration 28Q: 3 clusters Score -478813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -478815.968750 Penalty: 2688.336182
	Iteration 29Q: 3 clusters Score -478816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -478816.937500 Penalty: 2688.336182
	Iteration 30Q: 3 clusters Score -478816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -478818.281250 Penalty: 2688.336182
	Iteration 31Q: 3 clusters Score -478818.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -478818.031250 Penalty: 2688.336182
	Iteration 32Q: 3 clusters Score -478818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -478819.218750 Penalty: 2688.336182
	Iteration 33Q: 3 clusters Score -478819.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -478819.218750 Penalty: 2688.336182
	Iteration 34F: 3 clusters Score -478819.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Entering Unmasked Estep 
Score: -371928.812500 Penalty: 1301.683472
	Iteration 0F: 2 clusters Score -371928.8 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 1509 members 
Entering Unmasked Estep 
Score: -369187.531250 Penalty: 2603.366943
	Iteration 0F: 3 clusters Score -369187.5 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -369832.468750 Penalty: 2603.366943
	Iteration 1F: 3 clusters Score -369832.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -369966.125000 Penalty: 2603.366943
	Iteration 2F: 3 clusters Score -369966.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -370057.687500 Penalty: 2603.366943
	Iteration 3F: 3 clusters Score -370057.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -370121.875000 Penalty: 2603.366943
	Iteration 4Q: 3 clusters Score -370121.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -370178.250000 Penalty: 2603.366943
	Iteration 5Q: 3 clusters Score -370178.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -370226.281250 Penalty: 2603.366943
	Iteration 6Q: 3 clusters Score -370226.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -370265.531250 Penalty: 2603.366943
	Iteration 7Q: 3 clusters Score -370265.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -370298.843750 Penalty: 2603.366943
	Iteration 8Q: 3 clusters Score -370298.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -370333.031250 Penalty: 2603.366943
	Iteration 9Q: 3 clusters Score -370333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -370372.218750 Penalty: 2603.366943
	Iteration 10Q: 3 clusters Score -370372.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -370411.468750 Penalty: 2603.366943
	Iteration 11Q: 3 clusters Score -370411.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -370451.031250 Penalty: 2603.366943
	Iteration 12Q: 3 clusters Score -370451 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -370498.062500 Penalty: 2603.366943
	Iteration 13Q: 3 clusters Score -370498.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -370536.062500 Penalty: 2603.366943
	Iteration 14Q: 3 clusters Score -370536.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -370566.937500 Penalty: 2603.366943
	Iteration 15Q: 3 clusters Score -370566.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -370595.187500 Penalty: 2603.366943
	Iteration 16Q: 3 clusters Score -370595.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -370613.875000 Penalty: 2603.366943
	Iteration 17Q: 3 clusters Score -370613.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -370626.656250 Penalty: 2603.366943
	Iteration 18Q: 3 clusters Score -370626.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -370638.281250 Penalty: 2603.366943
	Iteration 19Q: 3 clusters Score -370638.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -370647.281250 Penalty: 2603.366943
	Iteration 20F: 3 clusters Score -370647.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -370656.281250 Penalty: 2603.366943
	Iteration 21Q: 3 clusters Score -370656.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -370665.031250 Penalty: 2603.366943
	Iteration 22Q: 3 clusters Score -370665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -370667.375000 Penalty: 2603.366943
	Iteration 23Q: 3 clusters Score -370667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -370668.312500 Penalty: 2603.366943
	Iteration 24Q: 3 clusters Score -370668.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -370668.937500 Penalty: 2603.366943
	Iteration 25Q: 3 clusters Score -370668.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -370669.562500 Penalty: 2603.366943
	Iteration 26Q: 3 clusters Score -370669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -370670.625000 Penalty: 2603.366943
	Iteration 27Q: 3 clusters Score -370670.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -370672.281250 Penalty: 2603.366943
	Iteration 28Q: 3 clusters Score -370672.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -370671.875000 Penalty: 2603.366943
	Iteration 29Q: 3 clusters Score -370671.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -370674.062500 Penalty: 2603.366943
	Iteration 30Q: 3 clusters Score -370674.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -370673.906250 Penalty: 2603.366943
	Iteration 31Q: 3 clusters Score -370673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -370673.968750 Penalty: 2603.366943
	Iteration 32Q: 3 clusters Score -370674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -370674.406250 Penalty: 2603.366943
	Iteration 33Q: 3 clusters Score -370674.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -370674.406250 Penalty: 2603.366943
	Iteration 34F: 3 clusters Score -370674.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -369937.250000 Penalty: 1302.222046
	Iteration 0F: 2 clusters Score -369937.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -367240.218750 Penalty: 2604.444092
	Iteration 0F: 3 clusters Score -367240.2 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -367854.812500 Penalty: 2604.444092
	Iteration 1F: 3 clusters Score -367854.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -367978.500000 Penalty: 2604.444092
	Iteration 2F: 3 clusters Score -367978.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -368100.562500 Penalty: 2604.444092
	Iteration 3F: 3 clusters Score -368100.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -368181.343750 Penalty: 2604.444092
	Iteration 4Q: 3 clusters Score -368181.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -368236.375000 Penalty: 2604.444092
	Iteration 5Q: 3 clusters Score -368236.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -368283.281250 Penalty: 2604.444092
	Iteration 6Q: 3 clusters Score -368283.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -368313.718750 Penalty: 2604.444092
	Iteration 7Q: 3 clusters Score -368313.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -368345.937500 Penalty: 2604.444092
	Iteration 8Q: 3 clusters Score -368345.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -368383.125000 Penalty: 2604.444092
	Iteration 9Q: 3 clusters Score -368383.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -368425.562500 Penalty: 2604.444092
	Iteration 10Q: 3 clusters Score -368425.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -368460.593750 Penalty: 2604.444092
	Iteration 11Q: 3 clusters Score -368460.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -368489.375000 Penalty: 2604.444092
	Iteration 12Q: 3 clusters Score -368489.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -368518.250000 Penalty: 2604.444092
	Iteration 13Q: 3 clusters Score -368518.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -368548.250000 Penalty: 2604.444092
	Iteration 14Q: 3 clusters Score -368548.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -368568.718750 Penalty: 2604.444092
	Iteration 15Q: 3 clusters Score -368568.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -368593.875000 Penalty: 2604.444092
	Iteration 16Q: 3 clusters Score -368593.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -368623.281250 Penalty: 2604.444092
	Iteration 17Q: 3 clusters Score -368623.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -368656.906250 Penalty: 2604.444092
	Iteration 18Q: 3 clusters Score -368656.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -368700.343750 Penalty: 2604.444092
	Iteration 19Q: 3 clusters Score -368700.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -368741.156250 Penalty: 2604.444092
	Iteration 20F: 3 clusters Score -368741.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -368778.156250 Penalty: 2604.444092
	Iteration 21Q: 3 clusters Score -368778.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -368808.531250 Penalty: 2604.444092
	Iteration 22Q: 3 clusters Score -368808.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -368839.406250 Penalty: 2604.444092
	Iteration 23Q: 3 clusters Score -368839.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -368866.906250 Penalty: 2604.444092
	Iteration 24Q: 3 clusters Score -368866.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -368891.593750 Penalty: 2604.444092
	Iteration 25Q: 3 clusters Score -368891.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -368903.312500 Penalty: 2604.444092
	Iteration 26Q: 3 clusters Score -368903.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -368910.250000 Penalty: 2604.444092
	Iteration 27Q: 3 clusters Score -368910.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -368915.312500 Penalty: 2604.444092
	Iteration 28Q: 3 clusters Score -368915.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -368917.500000 Penalty: 2604.444092
	Iteration 29Q: 3 clusters Score -368917.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -368921.687500 Penalty: 2604.444092
	Iteration 30Q: 3 clusters Score -368921.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -368927.875000 Penalty: 2604.444092
	Iteration 31Q: 3 clusters Score -368927.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -368933.906250 Penalty: 2604.444092
	Iteration 32Q: 3 clusters Score -368933.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -368938.531250 Penalty: 2604.444092
	Iteration 33Q: 3 clusters Score -368938.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -368940.375000 Penalty: 2604.444092
	Iteration 34Q: 3 clusters Score -368940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -368941.937500 Penalty: 2604.444092
	Iteration 35Q: 3 clusters Score -368941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -368942.718750 Penalty: 2604.444092
	Iteration 36Q: 3 clusters Score -368942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -368943.125000 Penalty: 2604.444092
	Iteration 37Q: 3 clusters Score -368943.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -368943.125000 Penalty: 2604.444092
	Iteration 38F: 3 clusters Score -368943.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Entering Unmasked Estep 
Score: -416191.656250 Penalty: 1329.393066
	Iteration 0F: 2 clusters Score -416191.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -413137.281250 Penalty: 2658.786133
	Iteration 0F: 3 clusters Score -413137.3 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -413988.968750 Penalty: 2658.786133
	Iteration 1F: 3 clusters Score -413989 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -414127.375000 Penalty: 2658.786133
	Iteration 2F: 3 clusters Score -414127.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -414218.062500 Penalty: 2658.786133
	Iteration 3Q: 3 clusters Score -414218.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -414275.531250 Penalty: 2658.786133
	Iteration 4Q: 3 clusters Score -414275.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -414319.812500 Penalty: 2658.786133
	Iteration 5Q: 3 clusters Score -414319.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -414350.125000 Penalty: 2658.786133
	Iteration 6Q: 3 clusters Score -414350.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -414382.312500 Penalty: 2658.786133
	Iteration 7Q: 3 clusters Score -414382.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -414410.468750 Penalty: 2658.786133
	Iteration 8Q: 3 clusters Score -414410.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -414423.593750 Penalty: 2658.786133
	Iteration 9Q: 3 clusters Score -414423.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -414435.500000 Penalty: 2658.786133
	Iteration 10Q: 3 clusters Score -414435.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -414444.593750 Penalty: 2658.786133
	Iteration 11Q: 3 clusters Score -414444.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -414452.281250 Penalty: 2658.786133
	Iteration 12Q: 3 clusters Score -414452.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -414459.218750 Penalty: 2658.786133
	Iteration 13Q: 3 clusters Score -414459.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -414465.968750 Penalty: 2658.786133
	Iteration 14Q: 3 clusters Score -414466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -414472.437500 Penalty: 2658.786133
	Iteration 15Q: 3 clusters Score -414472.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -414479.156250 Penalty: 2658.786133
	Iteration 16Q: 3 clusters Score -414479.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -414484.718750 Penalty: 2658.786133
	Iteration 17Q: 3 clusters Score -414484.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -414491.093750 Penalty: 2658.786133
	Iteration 18Q: 3 clusters Score -414491.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -414493.625000 Penalty: 2658.786133
	Iteration 19Q: 3 clusters Score -414493.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -414496.750000 Penalty: 2658.786133
	Iteration 20F: 3 clusters Score -414496.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -414499.625000 Penalty: 2658.786133
	Iteration 21Q: 3 clusters Score -414499.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -414502.875000 Penalty: 2658.786133
	Iteration 22Q: 3 clusters Score -414502.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -414505.500000 Penalty: 2658.786133
	Iteration 23Q: 3 clusters Score -414505.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -414508.593750 Penalty: 2658.786133
	Iteration 24Q: 3 clusters Score -414508.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -414510.500000 Penalty: 2658.786133
	Iteration 25Q: 3 clusters Score -414510.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -414511.000000 Penalty: 2658.786133
	Iteration 26Q: 3 clusters Score -414511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -414511.312500 Penalty: 2658.786133
	Iteration 27Q: 3 clusters Score -414511.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -414511.312500 Penalty: 2658.786133
	Iteration 28F: 3 clusters Score -414511.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Entering Unmasked Estep 
Score: -108690.945312 Penalty: 1106.109741
	Iteration 0F: 2 clusters Score -108690.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -107330.929688 Penalty: 2212.219482
	Iteration 0F: 3 clusters Score -107330.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -107622.101562 Penalty: 2212.219482
	Iteration 1F: 3 clusters Score -107622.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -107730.546875 Penalty: 2212.219482
	Iteration 2F: 3 clusters Score -107730.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -107781.625000 Penalty: 2212.219482
	Iteration 3F: 3 clusters Score -107781.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -107810.085938 Penalty: 2212.219482
	Iteration 4Q: 3 clusters Score -107810.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -107828.242188 Penalty: 2212.219482
	Iteration 5Q: 3 clusters Score -107828.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -107841.750000 Penalty: 2212.219482
	Iteration 6Q: 3 clusters Score -107841.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -107854.296875 Penalty: 2212.219482
	Iteration 7Q: 3 clusters Score -107854.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -107866.484375 Penalty: 2212.219482
	Iteration 8Q: 3 clusters Score -107866.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -107875.000000 Penalty: 2212.219482
	Iteration 9Q: 3 clusters Score -107875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -107878.757812 Penalty: 2212.219482
	Iteration 10Q: 3 clusters Score -107878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -107888.125000 Penalty: 2212.219482
	Iteration 11Q: 3 clusters Score -107888.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -107895.492188 Penalty: 2212.219482
	Iteration 12Q: 3 clusters Score -107895.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -107900.648438 Penalty: 2212.219482
	Iteration 13Q: 3 clusters Score -107900.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -107902.320312 Penalty: 2212.219482
	Iteration 14Q: 3 clusters Score -107902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -107904.218750 Penalty: 2212.219482
	Iteration 15Q: 3 clusters Score -107904.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -107904.937500 Penalty: 2212.219482
	Iteration 16Q: 3 clusters Score -107904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -107907.054688 Penalty: 2212.219482
	Iteration 17Q: 3 clusters Score -107907.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -107910.500000 Penalty: 2212.219482
	Iteration 18Q: 3 clusters Score -107910.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -107910.500000 Penalty: 2212.219482
	Iteration 19F: 3 clusters Score -107910.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Entering Unmasked Estep 
Score: -1659855.625000 Penalty: 1543.996460
	Iteration 0F: 2 clusters Score -1659856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1650572.250000 Penalty: 3087.992920
	Iteration 0F: 3 clusters Score -1650572 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1653746.750000 Penalty: 3087.992920
	Iteration 1F: 3 clusters Score -1653747 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1654070.500000 Penalty: 3087.992920
	Iteration 2F: 3 clusters Score -1654070 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1654451.125000 Penalty: 3087.992920
	Iteration 3F: 3 clusters Score -1654451 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1654889.125000 Penalty: 3087.992920
	Iteration 4F: 3 clusters Score -1654889 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1655385.500000 Penalty: 3087.992920
	Iteration 5F: 3 clusters Score -1655386 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1656038.500000 Penalty: 3087.992920
	Iteration 6F: 3 clusters Score -1656038 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1656693.250000 Penalty: 3087.992920
	Iteration 7F: 3 clusters Score -1656693 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1657271.875000 Penalty: 3087.992920
	Iteration 8F: 3 clusters Score -1657272 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1657728.750000 Penalty: 3087.992920
	Iteration 9Q: 3 clusters Score -1657729 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1658011.250000 Penalty: 3087.992920
	Iteration 10Q: 3 clusters Score -1658011 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1658195.625000 Penalty: 3087.992920
	Iteration 11Q: 3 clusters Score -1658196 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1658313.750000 Penalty: 3087.992920
	Iteration 12Q: 3 clusters Score -1658314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1658395.250000 Penalty: 3087.992920
	Iteration 13Q: 3 clusters Score -1658395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1658452.500000 Penalty: 3087.992920
	Iteration 14Q: 3 clusters Score -1658452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1658486.750000 Penalty: 3087.992920
	Iteration 15Q: 3 clusters Score -1658487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1658509.250000 Penalty: 3087.992920
	Iteration 16Q: 3 clusters Score -1658509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1658536.625000 Penalty: 3087.992920
	Iteration 17Q: 3 clusters Score -1658537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1658554.125000 Penalty: 3087.992920
	Iteration 18Q: 3 clusters Score -1658554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1658560.125000 Penalty: 3087.992920
	Iteration 19Q: 3 clusters Score -1658560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1658562.375000 Penalty: 3087.992920
	Iteration 20F: 3 clusters Score -1658562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -281339.937500 Penalty: 1258.140381
	Iteration 0F: 2 clusters Score -281339.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -279023.968750 Penalty: 2516.280762
	Iteration 0F: 3 clusters Score -279024 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -279530.500000 Penalty: 2516.280762
	Iteration 1F: 3 clusters Score -279530.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -279637.343750 Penalty: 2516.280762
	Iteration 2F: 3 clusters Score -279637.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -279693.468750 Penalty: 2516.280762
	Iteration 3Q: 3 clusters Score -279693.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -279724.437500 Penalty: 2516.280762
	Iteration 4Q: 3 clusters Score -279724.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -279747.906250 Penalty: 2516.280762
	Iteration 5Q: 3 clusters Score -279747.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -279761.312500 Penalty: 2516.280762
	Iteration 6Q: 3 clusters Score -279761.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -279774.875000 Penalty: 2516.280762
	Iteration 7Q: 3 clusters Score -279774.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -279783.593750 Penalty: 2516.280762
	Iteration 8Q: 3 clusters Score -279783.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -279789.875000 Penalty: 2516.280762
	Iteration 9Q: 3 clusters Score -279789.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -279800.500000 Penalty: 2516.280762
	Iteration 10Q: 3 clusters Score -279800.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -279821.187500 Penalty: 2516.280762
	Iteration 11Q: 3 clusters Score -279821.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -279837.375000 Penalty: 2516.280762
	Iteration 12Q: 3 clusters Score -279837.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -279847.437500 Penalty: 2516.280762
	Iteration 13Q: 3 clusters Score -279847.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -279857.625000 Penalty: 2516.280762
	Iteration 14Q: 3 clusters Score -279857.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -279868.562500 Penalty: 2516.280762
	Iteration 15Q: 3 clusters Score -279868.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -279878.062500 Penalty: 2516.280762
	Iteration 16Q: 3 clusters Score -279878.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -279887.062500 Penalty: 2516.280762
	Iteration 17Q: 3 clusters Score -279887.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -279892.937500 Penalty: 2516.280762
	Iteration 18Q: 3 clusters Score -279892.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -279898.625000 Penalty: 2516.280762
	Iteration 19Q: 3 clusters Score -279898.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -279902.687500 Penalty: 2516.280762
	Iteration 20F: 3 clusters Score -279902.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -279906.812500 Penalty: 2516.280762
	Iteration 21Q: 3 clusters Score -279906.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -279911.312500 Penalty: 2516.280762
	Iteration 22Q: 3 clusters Score -279911.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -279913.937500 Penalty: 2516.280762
	Iteration 23Q: 3 clusters Score -279913.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -279919.156250 Penalty: 2516.280762
	Iteration 24Q: 3 clusters Score -279919.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -279923.406250 Penalty: 2516.280762
	Iteration 25Q: 3 clusters Score -279923.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -279927.625000 Penalty: 2516.280762
	Iteration 26Q: 3 clusters Score -279927.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -279933.531250 Penalty: 2516.280762
	Iteration 27Q: 3 clusters Score -279933.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -279941.875000 Penalty: 2516.280762
	Iteration 28Q: 3 clusters Score -279941.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -279950.062500 Penalty: 2516.280762
	Iteration 29Q: 3 clusters Score -279950.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -279956.125000 Penalty: 2516.280762
	Iteration 30Q: 3 clusters Score -279956.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -279964.375000 Penalty: 2516.280762
	Iteration 31Q: 3 clusters Score -279964.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -279971.562500 Penalty: 2516.280762
	Iteration 32Q: 3 clusters Score -279971.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -279977.437500 Penalty: 2516.280762
	Iteration 33Q: 3 clusters Score -279977.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -279986.187500 Penalty: 2516.280762
	Iteration 34Q: 3 clusters Score -279986.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -279996.156250 Penalty: 2516.280762
	Iteration 35Q: 3 clusters Score -279996.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -280007.562500 Penalty: 2516.280762
	Iteration 36Q: 3 clusters Score -280007.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -280020.843750 Penalty: 2516.280762
	Iteration 37Q: 3 clusters Score -280020.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -280036.781250 Penalty: 2516.280762
	Iteration 38Q: 3 clusters Score -280036.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -280053.125000 Penalty: 2516.280762
	Iteration 39Q: 3 clusters Score -280053.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -280068.281250 Penalty: 2516.280762
	Iteration 40F: 3 clusters Score -280068.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -280089.375000 Penalty: 2516.280762
	Iteration 41Q: 3 clusters Score -280089.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -280120.156250 Penalty: 2516.280762
	Iteration 42Q: 3 clusters Score -280120.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -280159.281250 Penalty: 2516.280762
	Iteration 43Q: 3 clusters Score -280159.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -280194.250000 Penalty: 2516.280762
	Iteration 44Q: 3 clusters Score -280194.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -280229.687500 Penalty: 2516.280762
	Iteration 45Q: 3 clusters Score -280229.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -280252.375000 Penalty: 2516.280762
	Iteration 46Q: 3 clusters Score -280252.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -280273.468750 Penalty: 2516.280762
	Iteration 47Q: 3 clusters Score -280273.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -280297.562500 Penalty: 2516.280762
	Iteration 48Q: 3 clusters Score -280297.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -280312.656250 Penalty: 2516.280762
	Iteration 49Q: 3 clusters Score -280312.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -280323.843750 Penalty: 2516.280762
	Iteration 50Q: 3 clusters Score -280323.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -280336.937500 Penalty: 2516.280762
	Iteration 51Q: 3 clusters Score -280336.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -280346.593750 Penalty: 2516.280762
	Iteration 52Q: 3 clusters Score -280346.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -280354.000000 Penalty: 2516.280762
	Iteration 53Q: 3 clusters Score -280354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -280359.593750 Penalty: 2516.280762
	Iteration 54Q: 3 clusters Score -280359.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -280361.312500 Penalty: 2516.280762
	Iteration 55Q: 3 clusters Score -280361.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -280363.375000 Penalty: 2516.280762
	Iteration 56Q: 3 clusters Score -280363.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -280363.687500 Penalty: 2516.280762
	Iteration 57Q: 3 clusters Score -280363.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -280363.687500 Penalty: 2516.280762
	Iteration 58F: 3 clusters Score -280363.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Entering Unmasked Estep 
Score: -1135732.500000 Penalty: 1496.598999
	Iteration 0F: 2 clusters Score -1135732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1128588.000000 Penalty: 2993.197998
	Iteration 0F: 3 clusters Score -1128588 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1131125.250000 Penalty: 2993.197998
	Iteration 1F: 3 clusters Score -1131125 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1131480.500000 Penalty: 2993.197998
	Iteration 2F: 3 clusters Score -1131480 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1131786.875000 Penalty: 2993.197998
	Iteration 3F: 3 clusters Score -1131787 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1132044.125000 Penalty: 2993.197998
	Iteration 4F: 3 clusters Score -1132044 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1132218.375000 Penalty: 2993.197998
	Iteration 5Q: 3 clusters Score -1132218 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1132348.625000 Penalty: 2993.197998
	Iteration 6Q: 3 clusters Score -1132349 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1132458.875000 Penalty: 2993.197998
	Iteration 7Q: 3 clusters Score -1132459 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1132555.875000 Penalty: 2993.197998
	Iteration 8Q: 3 clusters Score -1132556 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1132658.375000 Penalty: 2993.197998
	Iteration 9Q: 3 clusters Score -1132658 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1132765.250000 Penalty: 2993.197998
	Iteration 10Q: 3 clusters Score -1132765 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1132903.750000 Penalty: 2993.197998
	Iteration 11Q: 3 clusters Score -1132904 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1133042.875000 Penalty: 2993.197998
	Iteration 12Q: 3 clusters Score -1133043 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1133174.000000 Penalty: 2993.197998
	Iteration 13Q: 3 clusters Score -1133174 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1133292.375000 Penalty: 2993.197998
	Iteration 14Q: 3 clusters Score -1133292 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1133405.250000 Penalty: 2993.197998
	Iteration 15Q: 3 clusters Score -1133405 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1133514.000000 Penalty: 2993.197998
	Iteration 16Q: 3 clusters Score -1133514 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1133618.000000 Penalty: 2993.197998
	Iteration 17Q: 3 clusters Score -1133618 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1133698.625000 Penalty: 2993.197998
	Iteration 18Q: 3 clusters Score -1133699 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1133758.500000 Penalty: 2993.197998
	Iteration 19Q: 3 clusters Score -1133758 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1133801.250000 Penalty: 2993.197998
	Iteration 20F: 3 clusters Score -1133801 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1133841.000000 Penalty: 2993.197998
	Iteration 21Q: 3 clusters Score -1133841 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1133874.000000 Penalty: 2993.197998
	Iteration 22Q: 3 clusters Score -1133874 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1133903.750000 Penalty: 2993.197998
	Iteration 23Q: 3 clusters Score -1133904 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1133932.375000 Penalty: 2993.197998
	Iteration 24Q: 3 clusters Score -1133932 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1133970.750000 Penalty: 2993.197998
	Iteration 25Q: 3 clusters Score -1133971 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1134009.875000 Penalty: 2993.197998
	Iteration 26Q: 3 clusters Score -1134010 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1134043.375000 Penalty: 2993.197998
	Iteration 27Q: 3 clusters Score -1134043 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1134076.375000 Penalty: 2993.197998
	Iteration 28Q: 3 clusters Score -1134076 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1134107.625000 Penalty: 2993.197998
	Iteration 29Q: 3 clusters Score -1134108 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1134135.500000 Penalty: 2993.197998
	Iteration 30Q: 3 clusters Score -1134136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1134160.125000 Penalty: 2993.197998
	Iteration 31Q: 3 clusters Score -1134160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1134186.750000 Penalty: 2993.197998
	Iteration 32Q: 3 clusters Score -1134187 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1134203.000000 Penalty: 2993.197998
	Iteration 33Q: 3 clusters Score -1134203 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1134224.125000 Penalty: 2993.197998
	Iteration 34Q: 3 clusters Score -1134224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1134239.500000 Penalty: 2993.197998
	Iteration 35Q: 3 clusters Score -1134240 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1134258.375000 Penalty: 2993.197998
	Iteration 36Q: 3 clusters Score -1134258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1134272.750000 Penalty: 2993.197998
	Iteration 37Q: 3 clusters Score -1134273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1134295.250000 Penalty: 2993.197998
	Iteration 38Q: 3 clusters Score -1134295 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1134312.375000 Penalty: 2993.197998
	Iteration 39Q: 3 clusters Score -1134312 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1134323.625000 Penalty: 2993.197998
	Iteration 40F: 3 clusters Score -1134324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1134337.625000 Penalty: 2993.197998
	Iteration 41Q: 3 clusters Score -1134338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1134345.000000 Penalty: 2993.197998
	Iteration 42Q: 3 clusters Score -1134345 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1134358.125000 Penalty: 2993.197998
	Iteration 43Q: 3 clusters Score -1134358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1134371.750000 Penalty: 2993.197998
	Iteration 44Q: 3 clusters Score -1134372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1134380.750000 Penalty: 2993.197998
	Iteration 45Q: 3 clusters Score -1134381 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1134390.500000 Penalty: 2993.197998
	Iteration 46Q: 3 clusters Score -1134390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1134397.125000 Penalty: 2993.197998
	Iteration 47Q: 3 clusters Score -1134397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1134408.875000 Penalty: 2993.197998
	Iteration 48Q: 3 clusters Score -1134409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1134417.375000 Penalty: 2993.197998
	Iteration 49Q: 3 clusters Score -1134417 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1134422.750000 Penalty: 2993.197998
	Iteration 50Q: 3 clusters Score -1134423 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1134433.500000 Penalty: 2993.197998
	Iteration 51Q: 3 clusters Score -1134434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1134439.125000 Penalty: 2993.197998
	Iteration 52Q: 3 clusters Score -1134439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1134447.000000 Penalty: 2993.197998
	Iteration 53Q: 3 clusters Score -1134447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1134455.625000 Penalty: 2993.197998
	Iteration 54Q: 3 clusters Score -1134456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1134455.875000 Penalty: 2993.197998
	Iteration 55Q: 3 clusters Score -1134456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1134464.000000 Penalty: 2993.197998
	Iteration 56Q: 3 clusters Score -1134464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1134472.500000 Penalty: 2993.197998
	Iteration 57Q: 3 clusters Score -1134472 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1134479.125000 Penalty: 2993.197998
	Iteration 58Q: 3 clusters Score -1134479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1134485.750000 Penalty: 2993.197998
	Iteration 59Q: 3 clusters Score -1134486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1134491.250000 Penalty: 2993.197998
	Iteration 60F: 3 clusters Score -1134491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1134495.625000 Penalty: 2993.197998
	Iteration 61Q: 3 clusters Score -1134496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1134500.125000 Penalty: 2993.197998
	Iteration 62Q: 3 clusters Score -1134500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1134503.625000 Penalty: 2993.197998
	Iteration 63Q: 3 clusters Score -1134504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1134508.250000 Penalty: 2993.197998
	Iteration 64Q: 3 clusters Score -1134508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1134509.250000 Penalty: 2993.197998
	Iteration 65Q: 3 clusters Score -1134509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1134510.250000 Penalty: 2993.197998
	Iteration 66Q: 3 clusters Score -1134510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1134514.500000 Penalty: 2993.197998
	Iteration 67Q: 3 clusters Score -1134514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1134515.625000 Penalty: 2993.197998
	Iteration 68Q: 3 clusters Score -1134516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1134516.375000 Penalty: 2993.197998
	Iteration 69Q: 3 clusters Score -1134516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1134517.375000 Penalty: 2993.197998
	Iteration 70Q: 3 clusters Score -1134517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1134518.125000 Penalty: 2993.197998
	Iteration 71Q: 3 clusters Score -1134518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1134519.125000 Penalty: 2993.197998
	Iteration 72Q: 3 clusters Score -1134519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1134520.625000 Penalty: 2993.197998
	Iteration 73Q: 3 clusters Score -1134521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1134524.125000 Penalty: 2993.197998
	Iteration 74Q: 3 clusters Score -1134524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1134525.500000 Penalty: 2993.197998
	Iteration 75Q: 3 clusters Score -1134526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1134525.000000 Penalty: 2993.197998
	Iteration 76Q: 3 clusters Score -1134525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1134526.000000 Penalty: 2993.197998
	Iteration 77Q: 3 clusters Score -1134526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1134525.875000 Penalty: 2993.197998
	Iteration 78Q: 3 clusters Score -1134526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1134525.875000 Penalty: 2993.197998
	Iteration 79F: 3 clusters Score -1134526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Entering Unmasked Estep 
Score: -7449426.000000 Penalty: 1788.980103
	Iteration 0F: 2 clusters Score -7449426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -7410027.000000 Penalty: 3577.960205
	Iteration 0F: 3 clusters Score -7410027 nChanged 28476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -7426416.000000 Penalty: 3577.960205
	Iteration 1F: 3 clusters Score -7426416 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -7427383.500000 Penalty: 3577.960205
	Iteration 2Q: 3 clusters Score -7427384 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 36025 members 
Entering Unmasked Estep 
Score: -7428750.500000 Penalty: 3577.960205
	Iteration 3Q: 3 clusters Score -7428750 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -7430522.500000 Penalty: 3577.960205
	Iteration 4F: 3 clusters Score -7430522 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -7433192.000000 Penalty: 3577.960205
	Iteration 5F: 3 clusters Score -7433192 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -7436721.500000 Penalty: 3577.960205
	Iteration 6F: 3 clusters Score -7436722 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -7440717.500000 Penalty: 3577.960205
	Iteration 7F: 3 clusters Score -7440718 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -7444121.000000 Penalty: 3577.960205
	Iteration 8F: 3 clusters Score -7444121 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -7446142.000000 Penalty: 3577.960205
	Iteration 9Q: 3 clusters Score -7446142 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -7447079.000000 Penalty: 3577.960205
	Iteration 10Q: 3 clusters Score -7447079 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -7447499.000000 Penalty: 3577.960205
	Iteration 11Q: 3 clusters Score -7447499 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 59992 members 
Entering Unmasked Estep 
Score: -7447675.500000 Penalty: 3577.960205
	Iteration 12Q: 3 clusters Score -7447676 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 60068 members 
Entering Unmasked Estep 
Score: -7447760.000000 Penalty: 3577.960205
	Iteration 13Q: 3 clusters Score -7447760 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 60098 members 
Entering Unmasked Estep 
Score: -7447806.500000 Penalty: 3577.960205
	Iteration 14Q: 3 clusters Score -7447806 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 60122 members 
Entering Unmasked Estep 
Score: -7447845.000000 Penalty: 3577.960205
	Iteration 15Q: 3 clusters Score -7447845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 60140 members 
Entering Unmasked Estep 
Score: -7447863.500000 Penalty: 3577.960205
	Iteration 16Q: 3 clusters Score -7447864 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 60150 members 
Entering Unmasked Estep 
Score: -7447885.000000 Penalty: 3577.960205
	Iteration 17Q: 3 clusters Score -7447885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 60156 members 
Entering Unmasked Estep 
Score: -7447886.500000 Penalty: 3577.960205
	Iteration 18Q: 3 clusters Score -7447886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 60162 members 
Entering Unmasked Estep 
Score: -7447893.000000 Penalty: 3577.960205
	Iteration 19Q: 3 clusters Score -7447893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -7447897.500000 Penalty: 3577.960205
	Iteration 20F: 3 clusters Score -7447898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 60163 members 
Entering Unmasked Estep 
Score: -7447900.500000 Penalty: 3577.960205
	Iteration 21Q: 3 clusters Score -7447900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -7447902.500000 Penalty: 3577.960205
	Iteration 22Q: 3 clusters Score -7447902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 60165 members 
Entering Unmasked Estep 
Score: -7447904.000000 Penalty: 3577.960205
	Iteration 23Q: 3 clusters Score -7447904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 60166 members 
Entering Unmasked Estep 
Score: -7447902.000000 Penalty: 3577.960205
	Iteration 24Q: 3 clusters Score -7447902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 60167 members 
Entering Unmasked Estep 
Score: -7447903.500000 Penalty: 3577.960205
	Iteration 25Q: 3 clusters Score -7447904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 60168 members 
Entering Unmasked Estep 
Score: -7447905.500000 Penalty: 3577.960205
	Iteration 26Q: 3 clusters Score -7447906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 60169 members 
Entering Unmasked Estep 
Score: -7447902.000000 Penalty: 3577.960205
	Iteration 27Q: 3 clusters Score -7447902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 60170 members 
Entering Unmasked Estep 
Score: -7447905.000000 Penalty: 3577.960205
	Iteration 28Q: 3 clusters Score -7447905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -7447902.000000 Penalty: 3577.960205
	Iteration 29Q: 3 clusters Score -7447902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 60171 members 
Entering Unmasked Estep 
Score: -7447902.000000 Penalty: 3577.960205
	Iteration 30F: 3 clusters Score -7447902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -178945.734375 Penalty: 1207.489868
	Iteration 0F: 2 clusters Score -178945.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -177084.015625 Penalty: 2414.979736
	Iteration 0F: 3 clusters Score -177084 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -177617.187500 Penalty: 2414.979736
	Iteration 1F: 3 clusters Score -177617.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -177811.843750 Penalty: 2414.979736
	Iteration 2F: 3 clusters Score -177811.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -177992.093750 Penalty: 2414.979736
	Iteration 3F: 3 clusters Score -177992.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -178121.921875 Penalty: 2414.979736
	Iteration 4F: 3 clusters Score -178121.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -178194.859375 Penalty: 2414.979736
	Iteration 5Q: 3 clusters Score -178194.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -178228.031250 Penalty: 2414.979736
	Iteration 6Q: 3 clusters Score -178228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -178257.062500 Penalty: 2414.979736
	Iteration 7Q: 3 clusters Score -178257.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -178286.984375 Penalty: 2414.979736
	Iteration 8Q: 3 clusters Score -178287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -178301.781250 Penalty: 2414.979736
	Iteration 9Q: 3 clusters Score -178301.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -178317.000000 Penalty: 2414.979736
	Iteration 10Q: 3 clusters Score -178317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -178329.718750 Penalty: 2414.979736
	Iteration 11Q: 3 clusters Score -178329.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -178344.265625 Penalty: 2414.979736
	Iteration 12Q: 3 clusters Score -178344.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -178350.234375 Penalty: 2414.979736
	Iteration 13Q: 3 clusters Score -178350.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -178353.265625 Penalty: 2414.979736
	Iteration 14Q: 3 clusters Score -178353.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -178357.281250 Penalty: 2414.979736
	Iteration 15Q: 3 clusters Score -178357.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -178363.562500 Penalty: 2414.979736
	Iteration 16Q: 3 clusters Score -178363.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -178370.312500 Penalty: 2414.979736
	Iteration 17Q: 3 clusters Score -178370.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -178384.796875 Penalty: 2414.979736
	Iteration 18Q: 3 clusters Score -178384.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -178400.500000 Penalty: 2414.979736
	Iteration 19Q: 3 clusters Score -178400.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -178406.812500 Penalty: 2414.979736
	Iteration 20F: 3 clusters Score -178406.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -178410.187500 Penalty: 2414.979736
	Iteration 21Q: 3 clusters Score -178410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -178414.703125 Penalty: 2414.979736
	Iteration 22Q: 3 clusters Score -178414.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -178417.687500 Penalty: 2414.979736
	Iteration 23Q: 3 clusters Score -178417.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -178420.500000 Penalty: 2414.979736
	Iteration 24Q: 3 clusters Score -178420.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -178421.406250 Penalty: 2414.979736
	Iteration 25Q: 3 clusters Score -178421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -178422.500000 Penalty: 2414.979736
	Iteration 26Q: 3 clusters Score -178422.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -178422.750000 Penalty: 2414.979736
	Iteration 27Q: 3 clusters Score -178422.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -178422.750000 Penalty: 2414.979736
	Iteration 28F: 3 clusters Score -178422.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Entering Unmasked Estep 
Score: -1005514.750000 Penalty: 1462.718872
	Iteration 0F: 2 clusters Score -1005515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -999525.750000 Penalty: 2925.437744
	Iteration 0F: 3 clusters Score -999525.8 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1001472.000000 Penalty: 2925.437744
	Iteration 1F: 3 clusters Score -1001472 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1001850.375000 Penalty: 2925.437744
	Iteration 2F: 3 clusters Score -1001850 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1002264.750000 Penalty: 2925.437744
	Iteration 3F: 3 clusters Score -1002265 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1002736.750000 Penalty: 2925.437744
	Iteration 4F: 3 clusters Score -1002737 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1003260.500000 Penalty: 2925.437744
	Iteration 5F: 3 clusters Score -1003260 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1003828.812500 Penalty: 2925.437744
	Iteration 6F: 3 clusters Score -1003829 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1004448.937500 Penalty: 2925.437744
	Iteration 7F: 3 clusters Score -1004449 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1005034.125000 Penalty: 2925.437744
	Iteration 8Q: 3 clusters Score -1005034 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1005340.750000 Penalty: 2925.437744
	Iteration 9Q: 3 clusters Score -1005341 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1005437.875000 Penalty: 2925.437744
	Iteration 10Q: 3 clusters Score -1005438 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1005467.187500 Penalty: 2925.437744
	Iteration 11Q: 3 clusters Score -1005467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1005478.187500 Penalty: 2925.437744
	Iteration 12Q: 3 clusters Score -1005478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1005481.125000 Penalty: 2925.437744
	Iteration 13Q: 3 clusters Score -1005481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1005484.375000 Penalty: 2925.437744
	Iteration 14Q: 3 clusters Score -1005484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1005484.062500 Penalty: 2925.437744
	Iteration 15Q: 3 clusters Score -1005484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1005484.062500 Penalty: 2925.437744
	Iteration 16F: 3 clusters Score -1005484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Entering Unmasked Estep 
Score: -4231323.500000 Penalty: 1697.052002
	Iteration 0F: 2 clusters Score -4231324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -4208123.500000 Penalty: 3394.104004
	Iteration 0F: 3 clusters Score -4208124 nChanged 16032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -4217188.500000 Penalty: 3394.104004
	Iteration 1F: 3 clusters Score -4217188 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -4217822.000000 Penalty: 3394.104004
	Iteration 2Q: 3 clusters Score -4217822 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -4218651.000000 Penalty: 3394.104004
	Iteration 3F: 3 clusters Score -4218651 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -4219827.500000 Penalty: 3394.104004
	Iteration 4F: 3 clusters Score -4219828 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -4221343.000000 Penalty: 3394.104004
	Iteration 5F: 3 clusters Score -4221343 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -4222818.000000 Penalty: 3394.104004
	Iteration 6F: 3 clusters Score -4222818 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -4223982.000000 Penalty: 3394.104004
	Iteration 7F: 3 clusters Score -4223982 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -4224965.000000 Penalty: 3394.104004
	Iteration 8Q: 3 clusters Score -4224965 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -4225729.500000 Penalty: 3394.104004
	Iteration 9Q: 3 clusters Score -4225730 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -4226388.000000 Penalty: 3394.104004
	Iteration 10Q: 3 clusters Score -4226388 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -4227046.000000 Penalty: 3394.104004
	Iteration 11Q: 3 clusters Score -4227046 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -4227768.000000 Penalty: 3394.104004
	Iteration 12Q: 3 clusters Score -4227768 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4228470.500000 Penalty: 3394.104004
	Iteration 13Q: 3 clusters Score -4228470 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -4229013.000000 Penalty: 3394.104004
	Iteration 14Q: 3 clusters Score -4229013 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -4229422.000000 Penalty: 3394.104004
	Iteration 15Q: 3 clusters Score -4229422 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -4229716.500000 Penalty: 3394.104004
	Iteration 16Q: 3 clusters Score -4229716 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -4229945.500000 Penalty: 3394.104004
	Iteration 17Q: 3 clusters Score -4229946 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -4230114.500000 Penalty: 3394.104004
	Iteration 18Q: 3 clusters Score -4230114 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -4230259.000000 Penalty: 3394.104004
	Iteration 19Q: 3 clusters Score -4230259 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4230356.000000 Penalty: 3394.104004
	Iteration 20F: 3 clusters Score -4230356 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -4230457.500000 Penalty: 3394.104004
	Iteration 21Q: 3 clusters Score -4230458 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4230526.000000 Penalty: 3394.104004
	Iteration 22Q: 3 clusters Score -4230526 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4230578.500000 Penalty: 3394.104004
	Iteration 23Q: 3 clusters Score -4230578 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4230621.500000 Penalty: 3394.104004
	Iteration 24Q: 3 clusters Score -4230622 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -4230662.000000 Penalty: 3394.104004
	Iteration 25Q: 3 clusters Score -4230662 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4230689.000000 Penalty: 3394.104004
	Iteration 26Q: 3 clusters Score -4230689 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -4230715.500000 Penalty: 3394.104004
	Iteration 27Q: 3 clusters Score -4230716 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -4230724.000000 Penalty: 3394.104004
	Iteration 28Q: 3 clusters Score -4230724 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4230752.500000 Penalty: 3394.104004
	Iteration 29Q: 3 clusters Score -4230752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4230772.000000 Penalty: 3394.104004
	Iteration 30Q: 3 clusters Score -4230772 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32037 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -4230791.000000 Penalty: 3394.104004
	Iteration 31Q: 3 clusters Score -4230791 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4230817.000000 Penalty: 3394.104004
	Iteration 32Q: 3 clusters Score -4230817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -4230852.000000 Penalty: 3394.104004
	Iteration 33Q: 3 clusters Score -4230852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4230903.000000 Penalty: 3394.104004
	Iteration 34Q: 3 clusters Score -4230903 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4231001.000000 Penalty: 3394.104004
	Iteration 35Q: 3 clusters Score -4231001 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -4231136.000000 Penalty: 3394.104004
	Iteration 36Q: 3 clusters Score -4231136 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -4231236.500000 Penalty: 3394.104004
	Iteration 37Q: 3 clusters Score -4231236 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4231270.500000 Penalty: 3394.104004
	Iteration 38Q: 3 clusters Score -4231270 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -4231285.000000 Penalty: 3394.104004
	Iteration 39Q: 3 clusters Score -4231285 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4231302.000000 Penalty: 3394.104004
	Iteration 40F: 3 clusters Score -4231302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4231309.500000 Penalty: 3394.104004
	Iteration 41Q: 3 clusters Score -4231310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4231316.000000 Penalty: 3394.104004
	Iteration 42Q: 3 clusters Score -4231316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -4231316.000000 Penalty: 3394.104004
	Iteration 43Q: 3 clusters Score -4231316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4231315.000000 Penalty: 3394.104004
	Iteration 44Q: 3 clusters Score -4231315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4231316.000000 Penalty: 3394.104004
	Iteration 45Q: 3 clusters Score -4231316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4231318.000000 Penalty: 3394.104004
	Iteration 46Q: 3 clusters Score -4231318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4231318.000000 Penalty: 3394.104004
	Iteration 47F: 3 clusters Score -4231318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Entering Unmasked Estep 
Score: -3905982.500000 Penalty: 1682.926758
	Iteration 0F: 2 clusters Score -3905982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3884882.000000 Penalty: 3365.853516
	Iteration 0F: 3 clusters Score -3884882 nChanged 14440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3892742.000000 Penalty: 3365.853516
	Iteration 1F: 3 clusters Score -3892742 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3893274.000000 Penalty: 3365.853516
	Iteration 2Q: 3 clusters Score -3893274 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3893932.250000 Penalty: 3365.853516
	Iteration 3F: 3 clusters Score -3893932 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3894935.250000 Penalty: 3365.853516
	Iteration 4F: 3 clusters Score -3894935 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3896642.000000 Penalty: 3365.853516
	Iteration 5F: 3 clusters Score -3896642 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -3899021.000000 Penalty: 3365.853516
	Iteration 6F: 3 clusters Score -3899021 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3901433.500000 Penalty: 3365.853516
	Iteration 7F: 3 clusters Score -3901434 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -3902949.750000 Penalty: 3365.853516
	Iteration 8F: 3 clusters Score -3902950 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -3903755.750000 Penalty: 3365.853516
	Iteration 9Q: 3 clusters Score -3903756 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -3904126.000000 Penalty: 3365.853516
	Iteration 10Q: 3 clusters Score -3904126 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -3904309.750000 Penalty: 3365.853516
	Iteration 11Q: 3 clusters Score -3904310 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -3904417.250000 Penalty: 3365.853516
	Iteration 12Q: 3 clusters Score -3904417 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -3904479.000000 Penalty: 3365.853516
	Iteration 13Q: 3 clusters Score -3904479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -3904507.750000 Penalty: 3365.853516
	Iteration 14Q: 3 clusters Score -3904508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -3904527.750000 Penalty: 3365.853516
	Iteration 15Q: 3 clusters Score -3904528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -3904546.000000 Penalty: 3365.853516
	Iteration 16Q: 3 clusters Score -3904546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -3904552.500000 Penalty: 3365.853516
	Iteration 17Q: 3 clusters Score -3904552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -3904558.250000 Penalty: 3365.853516
	Iteration 18Q: 3 clusters Score -3904558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -3904564.250000 Penalty: 3365.853516
	Iteration 19Q: 3 clusters Score -3904564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -3904567.750000 Penalty: 3365.853516
	Iteration 20F: 3 clusters Score -3904568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -3904568.250000 Penalty: 3365.853516
	Iteration 21Q: 3 clusters Score -3904568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 31215 members 
Entering Unmasked Estep 
Score: -3904575.750000 Penalty: 3365.853516
	Iteration 22Q: 3 clusters Score -3904576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -3904576.000000 Penalty: 3365.853516
	Iteration 23Q: 3 clusters Score -3904576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -3904581.750000 Penalty: 3365.853516
	Iteration 24Q: 3 clusters Score -3904582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -3904593.750000 Penalty: 3365.853516
	Iteration 25Q: 3 clusters Score -3904594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -3904606.000000 Penalty: 3365.853516
	Iteration 26Q: 3 clusters Score -3904606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -3904606.500000 Penalty: 3365.853516
	Iteration 27Q: 3 clusters Score -3904606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -3904615.500000 Penalty: 3365.853516
	Iteration 28Q: 3 clusters Score -3904616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -3904614.000000 Penalty: 3365.853516
	Iteration 29Q: 3 clusters Score -3904614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 31238 members 
Entering Unmasked Estep 
Score: -3904612.250000 Penalty: 3365.853516
	Iteration 30Q: 3 clusters Score -3904612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -3904617.250000 Penalty: 3365.853516
	Iteration 31Q: 3 clusters Score -3904617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -3904620.250000 Penalty: 3365.853516
	Iteration 32Q: 3 clusters Score -3904620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -3904619.750000 Penalty: 3365.853516
	Iteration 33Q: 3 clusters Score -3904620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -3904622.250000 Penalty: 3365.853516
	Iteration 34Q: 3 clusters Score -3904622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -3904624.000000 Penalty: 3365.853516
	Iteration 35Q: 3 clusters Score -3904624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -3904623.750000 Penalty: 3365.853516
	Iteration 36Q: 3 clusters Score -3904624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -3904628.000000 Penalty: 3365.853516
	Iteration 37Q: 3 clusters Score -3904628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -3904630.500000 Penalty: 3365.853516
	Iteration 38Q: 3 clusters Score -3904630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -3904632.500000 Penalty: 3365.853516
	Iteration 39Q: 3 clusters Score -3904632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -3904632.500000 Penalty: 3365.853516
	Iteration 40F: 3 clusters Score -3904632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Entering Unmasked Estep 
Score: -983092.187500 Penalty: 1461.472412
	Iteration 0F: 2 clusters Score -983092.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -977143.500000 Penalty: 2922.944824
	Iteration 0F: 3 clusters Score -977143.5 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -978984.062500 Penalty: 2922.944824
	Iteration 1F: 3 clusters Score -978984.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -979187.312500 Penalty: 2922.944824
	Iteration 2F: 3 clusters Score -979187.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -979334.687500 Penalty: 2922.944824
	Iteration 3Q: 3 clusters Score -979334.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -979447.687500 Penalty: 2922.944824
	Iteration 4Q: 3 clusters Score -979447.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -979572.687500 Penalty: 2922.944824
	Iteration 5Q: 3 clusters Score -979572.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -979737.687500 Penalty: 2922.944824
	Iteration 6Q: 3 clusters Score -979737.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -979984.375000 Penalty: 2922.944824
	Iteration 7Q: 3 clusters Score -979984.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -980317.187500 Penalty: 2922.944824
	Iteration 8F: 3 clusters Score -980317.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -980719.812500 Penalty: 2922.944824
	Iteration 9F: 3 clusters Score -980719.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -981125.812500 Penalty: 2922.944824
	Iteration 10F: 3 clusters Score -981125.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -981461.562500 Penalty: 2922.944824
	Iteration 11Q: 3 clusters Score -981461.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -981728.125000 Penalty: 2922.944824
	Iteration 12Q: 3 clusters Score -981728.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -981931.937500 Penalty: 2922.944824
	Iteration 13Q: 3 clusters Score -981931.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -982052.062500 Penalty: 2922.944824
	Iteration 14Q: 3 clusters Score -982052.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -982136.000000 Penalty: 2922.944824
	Iteration 15Q: 3 clusters Score -982136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -982190.937500 Penalty: 2922.944824
	Iteration 16Q: 3 clusters Score -982190.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -982212.375000 Penalty: 2922.944824
	Iteration 17Q: 3 clusters Score -982212.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -982226.312500 Penalty: 2922.944824
	Iteration 18Q: 3 clusters Score -982226.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -982239.000000 Penalty: 2922.944824
	Iteration 19Q: 3 clusters Score -982239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -982246.750000 Penalty: 2922.944824
	Iteration 20F: 3 clusters Score -982246.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -982249.562500 Penalty: 2922.944824
	Iteration 21Q: 3 clusters Score -982249.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -982253.562500 Penalty: 2922.944824
	Iteration 22Q: 3 clusters Score -982253.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -982255.437500 Penalty: 2922.944824
	Iteration 23Q: 3 clusters Score -982255.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -982253.500000 Penalty: 2922.944824
	Iteration 24Q: 3 clusters Score -982253.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -982257.000000 Penalty: 2922.944824
	Iteration 25Q: 3 clusters Score -982257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -982256.937500 Penalty: 2922.944824
	Iteration 26Q: 3 clusters Score -982256.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -982257.500000 Penalty: 2922.944824
	Iteration 27Q: 3 clusters Score -982257.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -982257.500000 Penalty: 2922.944824
	Iteration 28F: 3 clusters Score -982257.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Entering Unmasked Estep 
Score: -206393.578125 Penalty: 1208.928467
	Iteration 0F: 2 clusters Score -206393.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -204478.828125 Penalty: 2417.856934
	Iteration 0F: 3 clusters Score -204478.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -204905.328125 Penalty: 2417.856934
	Iteration 1F: 3 clusters Score -204905.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -204989.578125 Penalty: 2417.856934
	Iteration 2F: 3 clusters Score -204989.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -205044.265625 Penalty: 2417.856934
	Iteration 3Q: 3 clusters Score -205044.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -205088.406250 Penalty: 2417.856934
	Iteration 4Q: 3 clusters Score -205088.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -205111.703125 Penalty: 2417.856934
	Iteration 5Q: 3 clusters Score -205111.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -205125.218750 Penalty: 2417.856934
	Iteration 6Q: 3 clusters Score -205125.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -205137.531250 Penalty: 2417.856934
	Iteration 7Q: 3 clusters Score -205137.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -205149.437500 Penalty: 2417.856934
	Iteration 8Q: 3 clusters Score -205149.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -205158.453125 Penalty: 2417.856934
	Iteration 9Q: 3 clusters Score -205158.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -205168.171875 Penalty: 2417.856934
	Iteration 10Q: 3 clusters Score -205168.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -205173.421875 Penalty: 2417.856934
	Iteration 11Q: 3 clusters Score -205173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -205176.031250 Penalty: 2417.856934
	Iteration 12Q: 3 clusters Score -205176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -205179.312500 Penalty: 2417.856934
	Iteration 13Q: 3 clusters Score -205179.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -205182.140625 Penalty: 2417.856934
	Iteration 14Q: 3 clusters Score -205182.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -205184.656250 Penalty: 2417.856934
	Iteration 15Q: 3 clusters Score -205184.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -205186.062500 Penalty: 2417.856934
	Iteration 16Q: 3 clusters Score -205186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -205187.062500 Penalty: 2417.856934
	Iteration 17Q: 3 clusters Score -205187.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -205188.031250 Penalty: 2417.856934
	Iteration 18Q: 3 clusters Score -205188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -205190.875000 Penalty: 2417.856934
	Iteration 19Q: 3 clusters Score -205190.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -205192.015625 Penalty: 2417.856934
	Iteration 20F: 3 clusters Score -205192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -205193.078125 Penalty: 2417.856934
	Iteration 21Q: 3 clusters Score -205193.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -205196.421875 Penalty: 2417.856934
	Iteration 22Q: 3 clusters Score -205196.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -205200.140625 Penalty: 2417.856934
	Iteration 23Q: 3 clusters Score -205200.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -205202.781250 Penalty: 2417.856934
	Iteration 24Q: 3 clusters Score -205202.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -205205.171875 Penalty: 2417.856934
	Iteration 25Q: 3 clusters Score -205205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -205207.656250 Penalty: 2417.856934
	Iteration 26Q: 3 clusters Score -205207.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -205209.078125 Penalty: 2417.856934
	Iteration 27Q: 3 clusters Score -205209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -205209.359375 Penalty: 2417.856934
	Iteration 28Q: 3 clusters Score -205209.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -205209.359375 Penalty: 2417.856934
	Iteration 29F: 3 clusters Score -205209.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Entering Unmasked Estep 
Score: -764999.750000 Penalty: 1417.762939
	Iteration 0F: 2 clusters Score -764999.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -760239.000000 Penalty: 2835.525879
	Iteration 0F: 3 clusters Score -760239 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -761672.000000 Penalty: 2835.525879
	Iteration 1F: 3 clusters Score -761672 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -761939.187500 Penalty: 2835.525879
	Iteration 2F: 3 clusters Score -761939.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -762180.562500 Penalty: 2835.525879
	Iteration 3F: 3 clusters Score -762180.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -762413.625000 Penalty: 2835.525879
	Iteration 4F: 3 clusters Score -762413.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -762656.187500 Penalty: 2835.525879
	Iteration 5F: 3 clusters Score -762656.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -762866.500000 Penalty: 2835.525879
	Iteration 6Q: 3 clusters Score -762866.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -763056.937500 Penalty: 2835.525879
	Iteration 7Q: 3 clusters Score -763056.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -763243.187500 Penalty: 2835.525879
	Iteration 8Q: 3 clusters Score -763243.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -763393.562500 Penalty: 2835.525879
	Iteration 9Q: 3 clusters Score -763393.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -763504.062500 Penalty: 2835.525879
	Iteration 10Q: 3 clusters Score -763504.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -763579.125000 Penalty: 2835.525879
	Iteration 11Q: 3 clusters Score -763579.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -763631.250000 Penalty: 2835.525879
	Iteration 12Q: 3 clusters Score -763631.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -763672.812500 Penalty: 2835.525879
	Iteration 13Q: 3 clusters Score -763672.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -763702.625000 Penalty: 2835.525879
	Iteration 14Q: 3 clusters Score -763702.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -763719.500000 Penalty: 2835.525879
	Iteration 15Q: 3 clusters Score -763719.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -763727.500000 Penalty: 2835.525879
	Iteration 16Q: 3 clusters Score -763727.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -763733.437500 Penalty: 2835.525879
	Iteration 17Q: 3 clusters Score -763733.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -763737.125000 Penalty: 2835.525879
	Iteration 18Q: 3 clusters Score -763737.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -763744.000000 Penalty: 2835.525879
	Iteration 19Q: 3 clusters Score -763744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -763752.437500 Penalty: 2835.525879
	Iteration 20F: 3 clusters Score -763752.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -763760.937500 Penalty: 2835.525879
	Iteration 21Q: 3 clusters Score -763760.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -763764.687500 Penalty: 2835.525879
	Iteration 22Q: 3 clusters Score -763764.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -763766.750000 Penalty: 2835.525879
	Iteration 23Q: 3 clusters Score -763766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -763766.687500 Penalty: 2835.525879
	Iteration 24Q: 3 clusters Score -763766.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -763766.687500 Penalty: 2835.525879
	Iteration 25F: 3 clusters Score -763766.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Entering Unmasked Estep 
Score: -167125.500000 Penalty: 1174.731079
	Iteration 0F: 2 clusters Score -167125.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -165417.437500 Penalty: 2349.462158
	Iteration 0F: 3 clusters Score -165417.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -165730.171875 Penalty: 2349.462158
	Iteration 1F: 3 clusters Score -165730.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -165807.562500 Penalty: 2349.462158
	Iteration 2F: 3 clusters Score -165807.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -165863.578125 Penalty: 2349.462158
	Iteration 3F: 3 clusters Score -165863.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -165901.296875 Penalty: 2349.462158
	Iteration 4Q: 3 clusters Score -165901.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -165921.890625 Penalty: 2349.462158
	Iteration 5Q: 3 clusters Score -165921.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -165936.109375 Penalty: 2349.462158
	Iteration 6Q: 3 clusters Score -165936.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -165948.156250 Penalty: 2349.462158
	Iteration 7Q: 3 clusters Score -165948.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -165960.781250 Penalty: 2349.462158
	Iteration 8Q: 3 clusters Score -165960.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -165970.265625 Penalty: 2349.462158
	Iteration 9Q: 3 clusters Score -165970.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -165978.890625 Penalty: 2349.462158
	Iteration 10Q: 3 clusters Score -165978.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -165984.609375 Penalty: 2349.462158
	Iteration 11Q: 3 clusters Score -165984.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -165988.953125 Penalty: 2349.462158
	Iteration 12Q: 3 clusters Score -165989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -165992.953125 Penalty: 2349.462158
	Iteration 13Q: 3 clusters Score -165993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -165996.921875 Penalty: 2349.462158
	Iteration 14Q: 3 clusters Score -165996.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -166001.687500 Penalty: 2349.462158
	Iteration 15Q: 3 clusters Score -166001.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -166008.421875 Penalty: 2349.462158
	Iteration 16Q: 3 clusters Score -166008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -166011.750000 Penalty: 2349.462158
	Iteration 17Q: 3 clusters Score -166011.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -166017.687500 Penalty: 2349.462158
	Iteration 18Q: 3 clusters Score -166017.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -166022.703125 Penalty: 2349.462158
	Iteration 19Q: 3 clusters Score -166022.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -166029.234375 Penalty: 2349.462158
	Iteration 20F: 3 clusters Score -166029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -166031.968750 Penalty: 2349.462158
	Iteration 21Q: 3 clusters Score -166032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -166035.609375 Penalty: 2349.462158
	Iteration 22Q: 3 clusters Score -166035.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -166037.468750 Penalty: 2349.462158
	Iteration 23Q: 3 clusters Score -166037.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -166040.343750 Penalty: 2349.462158
	Iteration 24Q: 3 clusters Score -166040.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -166043.250000 Penalty: 2349.462158
	Iteration 25Q: 3 clusters Score -166043.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -166044.984375 Penalty: 2349.462158
	Iteration 26Q: 3 clusters Score -166045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -166047.015625 Penalty: 2349.462158
	Iteration 27Q: 3 clusters Score -166047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -166050.578125 Penalty: 2349.462158
	Iteration 28Q: 3 clusters Score -166050.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -166058.531250 Penalty: 2349.462158
	Iteration 29Q: 3 clusters Score -166058.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -166063.359375 Penalty: 2349.462158
	Iteration 30Q: 3 clusters Score -166063.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -166066.031250 Penalty: 2349.462158
	Iteration 31Q: 3 clusters Score -166066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -166068.296875 Penalty: 2349.462158
	Iteration 32Q: 3 clusters Score -166068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -166069.203125 Penalty: 2349.462158
	Iteration 33Q: 3 clusters Score -166069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -166069.812500 Penalty: 2349.462158
	Iteration 34Q: 3 clusters Score -166069.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -166070.875000 Penalty: 2349.462158
	Iteration 35Q: 3 clusters Score -166070.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -166071.328125 Penalty: 2349.462158
	Iteration 36Q: 3 clusters Score -166071.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -166071.328125 Penalty: 2349.462158
	Iteration 37F: 3 clusters Score -166071.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -150707.218750 Penalty: 1161.606201
	Iteration 0F: 2 clusters Score -150707.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -149045.890625 Penalty: 2323.212402
	Iteration 0F: 3 clusters Score -149045.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -149329.046875 Penalty: 2323.212402
	Iteration 1F: 3 clusters Score -149329 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -149424.718750 Penalty: 2323.212402
	Iteration 2F: 3 clusters Score -149424.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -149500.890625 Penalty: 2323.212402
	Iteration 3F: 3 clusters Score -149500.9 nChanged 50
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: -149560.984375 Penalty: 2323.212402
	Iteration 4Q: 3 clusters Score -149561 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -149623.703125 Penalty: 2323.212402
	Iteration 5Q: 3 clusters Score -149623.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -149706.781250 Penalty: 2323.212402
	Iteration 6Q: 3 clusters Score -149706.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -149790.015625 Penalty: 2323.212402
	Iteration 7Q: 3 clusters Score -149790 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -149883.625000 Penalty: 2323.212402
	Iteration 8Q: 3 clusters Score -149883.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -149974.890625 Penalty: 2323.212402
	Iteration 9Q: 3 clusters Score -149974.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -150049.421875 Penalty: 2323.212402
	Iteration 10Q: 3 clusters Score -150049.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -150101.437500 Penalty: 2323.212402
	Iteration 11Q: 3 clusters Score -150101.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -150131.218750 Penalty: 2323.212402
	Iteration 12Q: 3 clusters Score -150131.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -150136.890625 Penalty: 2323.212402
	Iteration 13Q: 3 clusters Score -150136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -150138.187500 Penalty: 2323.212402
	Iteration 14Q: 3 clusters Score -150138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -150140.593750 Penalty: 2323.212402
	Iteration 15Q: 3 clusters Score -150140.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -150147.890625 Penalty: 2323.212402
	Iteration 16Q: 3 clusters Score -150147.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -150153.156250 Penalty: 2323.212402
	Iteration 17Q: 3 clusters Score -150153.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -150156.875000 Penalty: 2323.212402
	Iteration 18Q: 3 clusters Score -150156.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -150158.609375 Penalty: 2323.212402
	Iteration 19Q: 3 clusters Score -150158.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -150158.609375 Penalty: 2323.212402
	Iteration 20F: 3 clusters Score -150158.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Entering Unmasked Estep 
Score: -1369428.875000 Penalty: 1512.919800
	Iteration 0F: 2 clusters Score -1369429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1361559.000000 Penalty: 3025.839600
	Iteration 0F: 3 clusters Score -1361559 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1364250.500000 Penalty: 3025.839600
	Iteration 1F: 3 clusters Score -1364250 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1364668.375000 Penalty: 3025.839600
	Iteration 2F: 3 clusters Score -1364668 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1365083.125000 Penalty: 3025.839600
	Iteration 3F: 3 clusters Score -1365083 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1365505.250000 Penalty: 3025.839600
	Iteration 4F: 3 clusters Score -1365505 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1365910.125000 Penalty: 3025.839600
	Iteration 5F: 3 clusters Score -1365910 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1366267.250000 Penalty: 3025.839600
	Iteration 6F: 3 clusters Score -1366267 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1366553.125000 Penalty: 3025.839600
	Iteration 7Q: 3 clusters Score -1366553 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1366820.500000 Penalty: 3025.839600
	Iteration 8Q: 3 clusters Score -1366820 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1367050.250000 Penalty: 3025.839600
	Iteration 9Q: 3 clusters Score -1367050 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1367264.125000 Penalty: 3025.839600
	Iteration 10Q: 3 clusters Score -1367264 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1367459.125000 Penalty: 3025.839600
	Iteration 11Q: 3 clusters Score -1367459 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1367607.375000 Penalty: 3025.839600
	Iteration 12Q: 3 clusters Score -1367607 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1367746.375000 Penalty: 3025.839600
	Iteration 13Q: 3 clusters Score -1367746 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1367860.875000 Penalty: 3025.839600
	Iteration 14Q: 3 clusters Score -1367861 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1367951.875000 Penalty: 3025.839600
	Iteration 15Q: 3 clusters Score -1367952 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1368022.250000 Penalty: 3025.839600
	Iteration 16Q: 3 clusters Score -1368022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1368080.250000 Penalty: 3025.839600
	Iteration 17Q: 3 clusters Score -1368080 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1368109.500000 Penalty: 3025.839600
	Iteration 18Q: 3 clusters Score -1368110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1368126.875000 Penalty: 3025.839600
	Iteration 19Q: 3 clusters Score -1368127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1368137.000000 Penalty: 3025.839600
	Iteration 20F: 3 clusters Score -1368137 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1368155.500000 Penalty: 3025.839600
	Iteration 21Q: 3 clusters Score -1368156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -1368165.125000 Penalty: 3025.839600
	Iteration 22Q: 3 clusters Score -1368165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1368174.375000 Penalty: 3025.839600
	Iteration 23Q: 3 clusters Score -1368174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1368184.625000 Penalty: 3025.839600
	Iteration 24Q: 3 clusters Score -1368185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1368188.875000 Penalty: 3025.839600
	Iteration 25Q: 3 clusters Score -1368189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1368195.000000 Penalty: 3025.839600
	Iteration 26Q: 3 clusters Score -1368195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1368196.875000 Penalty: 3025.839600
	Iteration 27Q: 3 clusters Score -1368197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1368201.125000 Penalty: 3025.839600
	Iteration 28Q: 3 clusters Score -1368201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1368205.375000 Penalty: 3025.839600
	Iteration 29Q: 3 clusters Score -1368205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1368206.750000 Penalty: 3025.839600
	Iteration 30Q: 3 clusters Score -1368207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1368206.750000 Penalty: 3025.839600
	Iteration 31F: 3 clusters Score -1368207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -233603.171875 Penalty: 1227.919556
	Iteration 0F: 2 clusters Score -233603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -231590.046875 Penalty: 2455.839111
	Iteration 0F: 3 clusters Score -231590 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -232095.281250 Penalty: 2455.839111
	Iteration 1F: 3 clusters Score -232095.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -232258.765625 Penalty: 2455.839111
	Iteration 2F: 3 clusters Score -232258.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -232385.734375 Penalty: 2455.839111
	Iteration 3F: 3 clusters Score -232385.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -232489.890625 Penalty: 2455.839111
	Iteration 4F: 3 clusters Score -232489.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -232552.484375 Penalty: 2455.839111
	Iteration 5Q: 3 clusters Score -232552.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -232600.234375 Penalty: 2455.839111
	Iteration 6Q: 3 clusters Score -232600.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -232636.875000 Penalty: 2455.839111
	Iteration 7Q: 3 clusters Score -232636.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -232672.953125 Penalty: 2455.839111
	Iteration 8Q: 3 clusters Score -232673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -232702.015625 Penalty: 2455.839111
	Iteration 9Q: 3 clusters Score -232702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -232728.593750 Penalty: 2455.839111
	Iteration 10Q: 3 clusters Score -232728.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -232747.046875 Penalty: 2455.839111
	Iteration 11Q: 3 clusters Score -232747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -232758.968750 Penalty: 2455.839111
	Iteration 12Q: 3 clusters Score -232759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -232766.734375 Penalty: 2455.839111
	Iteration 13Q: 3 clusters Score -232766.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -232774.687500 Penalty: 2455.839111
	Iteration 14Q: 3 clusters Score -232774.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -232781.000000 Penalty: 2455.839111
	Iteration 15Q: 3 clusters Score -232781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -232784.703125 Penalty: 2455.839111
	Iteration 16Q: 3 clusters Score -232784.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -232789.437500 Penalty: 2455.839111
	Iteration 17Q: 3 clusters Score -232789.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -232793.375000 Penalty: 2455.839111
	Iteration 18Q: 3 clusters Score -232793.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -232795.109375 Penalty: 2455.839111
	Iteration 19Q: 3 clusters Score -232795.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -232796.921875 Penalty: 2455.839111
	Iteration 20F: 3 clusters Score -232796.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -232798.265625 Penalty: 2455.839111
	Iteration 21Q: 3 clusters Score -232798.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -232799.046875 Penalty: 2455.839111
	Iteration 22Q: 3 clusters Score -232799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -232800.812500 Penalty: 2455.839111
	Iteration 23Q: 3 clusters Score -232800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -232800.859375 Penalty: 2455.839111
	Iteration 24Q: 3 clusters Score -232800.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -232800.859375 Penalty: 2455.839111
	Iteration 25F: 3 clusters Score -232800.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Entering Unmasked Estep 
Score: -778190.187500 Penalty: 1423.114258
	Iteration 0F: 2 clusters Score -778190.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -773389.187500 Penalty: 2846.228516
	Iteration 0F: 3 clusters Score -773389.2 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -774874.500000 Penalty: 2846.228516
	Iteration 1F: 3 clusters Score -774874.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -775222.687500 Penalty: 2846.228516
	Iteration 2F: 3 clusters Score -775222.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -775538.937500 Penalty: 2846.228516
	Iteration 3F: 3 clusters Score -775538.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -775807.187500 Penalty: 2846.228516
	Iteration 4F: 3 clusters Score -775807.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -776048.812500 Penalty: 2846.228516
	Iteration 5F: 3 clusters Score -776048.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -776250.625000 Penalty: 2846.228516
	Iteration 6Q: 3 clusters Score -776250.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -776420.625000 Penalty: 2846.228516
	Iteration 7Q: 3 clusters Score -776420.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -776546.062500 Penalty: 2846.228516
	Iteration 8Q: 3 clusters Score -776546.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -776646.125000 Penalty: 2846.228516
	Iteration 9Q: 3 clusters Score -776646.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -776732.000000 Penalty: 2846.228516
	Iteration 10Q: 3 clusters Score -776732 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -776798.375000 Penalty: 2846.228516
	Iteration 11Q: 3 clusters Score -776798.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -776854.000000 Penalty: 2846.228516
	Iteration 12Q: 3 clusters Score -776854 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -776892.750000 Penalty: 2846.228516
	Iteration 13Q: 3 clusters Score -776892.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -776927.500000 Penalty: 2846.228516
	Iteration 14Q: 3 clusters Score -776927.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -776960.062500 Penalty: 2846.228516
	Iteration 15Q: 3 clusters Score -776960.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -777007.125000 Penalty: 2846.228516
	Iteration 16Q: 3 clusters Score -777007.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -777054.062500 Penalty: 2846.228516
	Iteration 17Q: 3 clusters Score -777054.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -777108.125000 Penalty: 2846.228516
	Iteration 18Q: 3 clusters Score -777108.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -777160.125000 Penalty: 2846.228516
	Iteration 19Q: 3 clusters Score -777160.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -777229.187500 Penalty: 2846.228516
	Iteration 20F: 3 clusters Score -777229.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -777302.250000 Penalty: 2846.228516
	Iteration 21Q: 3 clusters Score -777302.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -777347.062500 Penalty: 2846.228516
	Iteration 22Q: 3 clusters Score -777347.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -777376.375000 Penalty: 2846.228516
	Iteration 23Q: 3 clusters Score -777376.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -777404.062500 Penalty: 2846.228516
	Iteration 24Q: 3 clusters Score -777404.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -777433.062500 Penalty: 2846.228516
	Iteration 25Q: 3 clusters Score -777433.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -777455.375000 Penalty: 2846.228516
	Iteration 26Q: 3 clusters Score -777455.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -777471.187500 Penalty: 2846.228516
	Iteration 27Q: 3 clusters Score -777471.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -777488.687500 Penalty: 2846.228516
	Iteration 28Q: 3 clusters Score -777488.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -777508.687500 Penalty: 2846.228516
	Iteration 29Q: 3 clusters Score -777508.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -777536.812500 Penalty: 2846.228516
	Iteration 30Q: 3 clusters Score -777536.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -777566.562500 Penalty: 2846.228516
	Iteration 31Q: 3 clusters Score -777566.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -777607.937500 Penalty: 2846.228516
	Iteration 32Q: 3 clusters Score -777607.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -777656.812500 Penalty: 2846.228516
	Iteration 33Q: 3 clusters Score -777656.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -777695.562500 Penalty: 2846.228516
	Iteration 34Q: 3 clusters Score -777695.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -777711.625000 Penalty: 2846.228516
	Iteration 35Q: 3 clusters Score -777711.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -777720.937500 Penalty: 2846.228516
	Iteration 36Q: 3 clusters Score -777720.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -777724.500000 Penalty: 2846.228516
	Iteration 37Q: 3 clusters Score -777724.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -777726.125000 Penalty: 2846.228516
	Iteration 38Q: 3 clusters Score -777726.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -777727.750000 Penalty: 2846.228516
	Iteration 39Q: 3 clusters Score -777727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -777727.937500 Penalty: 2846.228516
	Iteration 40F: 3 clusters Score -777727.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Entering Unmasked Estep 
Score: -332368.281250 Penalty: 1299.182495
	Iteration 0F: 2 clusters Score -332368.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -329672.625000 Penalty: 2598.364990
	Iteration 0F: 3 clusters Score -329672.6 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -330487.000000 Penalty: 2598.364990
	Iteration 1F: 3 clusters Score -330487 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -330734.187500 Penalty: 2598.364990
	Iteration 2F: 3 clusters Score -330734.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -330903.218750 Penalty: 2598.364990
	Iteration 3F: 3 clusters Score -330903.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -331035.531250 Penalty: 2598.364990
	Iteration 4F: 3 clusters Score -331035.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -331165.968750 Penalty: 2598.364990
	Iteration 5Q: 3 clusters Score -331166 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -331288.312500 Penalty: 2598.364990
	Iteration 6Q: 3 clusters Score -331288.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -331392.125000 Penalty: 2598.364990
	Iteration 7Q: 3 clusters Score -331392.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -331484.187500 Penalty: 2598.364990
	Iteration 8Q: 3 clusters Score -331484.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -331554.281250 Penalty: 2598.364990
	Iteration 9Q: 3 clusters Score -331554.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -331598.687500 Penalty: 2598.364990
	Iteration 10Q: 3 clusters Score -331598.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -331640.750000 Penalty: 2598.364990
	Iteration 11Q: 3 clusters Score -331640.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -331688.625000 Penalty: 2598.364990
	Iteration 12Q: 3 clusters Score -331688.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -331733.312500 Penalty: 2598.364990
	Iteration 13Q: 3 clusters Score -331733.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -331763.812500 Penalty: 2598.364990
	Iteration 14Q: 3 clusters Score -331763.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -331779.500000 Penalty: 2598.364990
	Iteration 15Q: 3 clusters Score -331779.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -331791.968750 Penalty: 2598.364990
	Iteration 16Q: 3 clusters Score -331792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -331802.625000 Penalty: 2598.364990
	Iteration 17Q: 3 clusters Score -331802.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -331807.718750 Penalty: 2598.364990
	Iteration 18Q: 3 clusters Score -331807.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -331811.312500 Penalty: 2598.364990
	Iteration 19Q: 3 clusters Score -331811.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -331815.375000 Penalty: 2598.364990
	Iteration 20F: 3 clusters Score -331815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -331818.000000 Penalty: 2598.364990
	Iteration 21Q: 3 clusters Score -331818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -331820.906250 Penalty: 2598.364990
	Iteration 22Q: 3 clusters Score -331820.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -331822.125000 Penalty: 2598.364990
	Iteration 23Q: 3 clusters Score -331822.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -331822.750000 Penalty: 2598.364990
	Iteration 24Q: 3 clusters Score -331822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -331822.750000 Penalty: 2598.364990
	Iteration 25F: 3 clusters Score -331822.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -202507.609375 Penalty: 1203.195435
	Iteration 0F: 2 clusters Score -202507.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -200667.156250 Penalty: 2406.390869
	Iteration 0F: 3 clusters Score -200667.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -201091.968750 Penalty: 2406.390869
	Iteration 1F: 3 clusters Score -201092 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -201181.765625 Penalty: 2406.390869
	Iteration 2F: 3 clusters Score -201181.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -201234.937500 Penalty: 2406.390869
	Iteration 3Q: 3 clusters Score -201234.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -201259.765625 Penalty: 2406.390869
	Iteration 4Q: 3 clusters Score -201259.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -201277.578125 Penalty: 2406.390869
	Iteration 5Q: 3 clusters Score -201277.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -201298.718750 Penalty: 2406.390869
	Iteration 6Q: 3 clusters Score -201298.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -201310.250000 Penalty: 2406.390869
	Iteration 7Q: 3 clusters Score -201310.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -201321.609375 Penalty: 2406.390869
	Iteration 8Q: 3 clusters Score -201321.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -201333.343750 Penalty: 2406.390869
	Iteration 9Q: 3 clusters Score -201333.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -201347.046875 Penalty: 2406.390869
	Iteration 10Q: 3 clusters Score -201347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -201357.281250 Penalty: 2406.390869
	Iteration 11Q: 3 clusters Score -201357.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -201364.687500 Penalty: 2406.390869
	Iteration 12Q: 3 clusters Score -201364.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -201370.500000 Penalty: 2406.390869
	Iteration 13Q: 3 clusters Score -201370.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -201375.500000 Penalty: 2406.390869
	Iteration 14Q: 3 clusters Score -201375.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -201380.281250 Penalty: 2406.390869
	Iteration 15Q: 3 clusters Score -201380.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -201388.281250 Penalty: 2406.390869
	Iteration 16Q: 3 clusters Score -201388.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -201395.078125 Penalty: 2406.390869
	Iteration 17Q: 3 clusters Score -201395.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -201399.156250 Penalty: 2406.390869
	Iteration 18Q: 3 clusters Score -201399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -201403.015625 Penalty: 2406.390869
	Iteration 19Q: 3 clusters Score -201403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -201405.140625 Penalty: 2406.390869
	Iteration 20F: 3 clusters Score -201405.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -201407.390625 Penalty: 2406.390869
	Iteration 21Q: 3 clusters Score -201407.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -201409.250000 Penalty: 2406.390869
	Iteration 22Q: 3 clusters Score -201409.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -201410.218750 Penalty: 2406.390869
	Iteration 23Q: 3 clusters Score -201410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -201413.468750 Penalty: 2406.390869
	Iteration 24Q: 3 clusters Score -201413.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -201414.812500 Penalty: 2406.390869
	Iteration 25Q: 3 clusters Score -201414.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -201416.812500 Penalty: 2406.390869
	Iteration 26Q: 3 clusters Score -201416.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -201419.703125 Penalty: 2406.390869
	Iteration 27Q: 3 clusters Score -201419.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -201420.250000 Penalty: 2406.390869
	Iteration 28Q: 3 clusters Score -201420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -201421.281250 Penalty: 2406.390869
	Iteration 29Q: 3 clusters Score -201421.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -201423.953125 Penalty: 2406.390869
	Iteration 30Q: 3 clusters Score -201424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -201424.625000 Penalty: 2406.390869
	Iteration 31Q: 3 clusters Score -201424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -201425.328125 Penalty: 2406.390869
	Iteration 32Q: 3 clusters Score -201425.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -201425.328125 Penalty: 2406.390869
	Iteration 33F: 3 clusters Score -201425.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (69977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69977 members 
Entering Unmasked Estep 
Score: -8664420.000000 Penalty: 1812.837280
	Iteration 0F: 2 clusters Score -8664420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -8617632.000000 Penalty: 3625.674561
	Iteration 0F: 3 clusters Score -8617632 nChanged 33113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 39783 members 
Entering Unmasked Estep 
Score: -8637234.000000 Penalty: 3625.674561
	Iteration 1F: 3 clusters Score -8637234 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -8638729.000000 Penalty: 3625.674561
	Iteration 2Q: 3 clusters Score -8638729 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -8641080.000000 Penalty: 3625.674561
	Iteration 3F: 3 clusters Score -8641080 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -8644951.000000 Penalty: 3625.674561
	Iteration 4F: 3 clusters Score -8644951 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -8650419.000000 Penalty: 3625.674561
	Iteration 5F: 3 clusters Score -8650419 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -8655894.000000 Penalty: 3625.674561
	Iteration 6F: 3 clusters Score -8655894 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 66672 members 
Entering Unmasked Estep 
Score: -8659695.000000 Penalty: 3625.674561
	Iteration 7F: 3 clusters Score -8659695 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -8661619.000000 Penalty: 3625.674561
	Iteration 8Q: 3 clusters Score -8661619 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
Score: -8662297.000000 Penalty: 3625.674561
	Iteration 9Q: 3 clusters Score -8662297 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 69656 members 
Entering Unmasked Estep 
Score: -8662561.000000 Penalty: 3625.674561
	Iteration 10Q: 3 clusters Score -8662561 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -8662657.000000 Penalty: 3625.674561
	Iteration 11Q: 3 clusters Score -8662657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -8662726.000000 Penalty: 3625.674561
	Iteration 12Q: 3 clusters Score -8662726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 69798 members 
Entering Unmasked Estep 
Score: -8662768.000000 Penalty: 3625.674561
	Iteration 13Q: 3 clusters Score -8662768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 69801 members 
Entering Unmasked Estep 
Score: -8662775.000000 Penalty: 3625.674561
	Iteration 14Q: 3 clusters Score -8662775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 69806 members 
Entering Unmasked Estep 
Score: -8662789.000000 Penalty: 3625.674561
	Iteration 15Q: 3 clusters Score -8662789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 69810 members 
Entering Unmasked Estep 
Score: -8662804.000000 Penalty: 3625.674561
	Iteration 16Q: 3 clusters Score -8662804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 69813 members 
Entering Unmasked Estep 
Score: -8662807.000000 Penalty: 3625.674561
	Iteration 17Q: 3 clusters Score -8662807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 69815 members 
Entering Unmasked Estep 
Score: -8662818.000000 Penalty: 3625.674561
	Iteration 18Q: 3 clusters Score -8662818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
Score: -8662821.000000 Penalty: 3625.674561
	Iteration 19Q: 3 clusters Score -8662821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 69818 members 
Entering Unmasked Estep 
Score: -8662818.000000 Penalty: 3625.674561
	Iteration 20F: 3 clusters Score -8662818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -8662820.000000 Penalty: 3625.674561
	Iteration 21Q: 3 clusters Score -8662820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 69819 members 
Entering Unmasked Estep 
Score: -8662820.000000 Penalty: 3625.674561
	Iteration 22F: 3 clusters Score -8662820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Entering Unmasked Estep 
Score: -1788162.000000 Penalty: 1557.171387
	Iteration 0F: 2 clusters Score -1788162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1778207.875000 Penalty: 3114.342773
	Iteration 0F: 3 clusters Score -1778208 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1781625.500000 Penalty: 3114.342773
	Iteration 1F: 3 clusters Score -1781626 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1781912.500000 Penalty: 3114.342773
	Iteration 2F: 3 clusters Score -1781912 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1782131.625000 Penalty: 3114.342773
	Iteration 3Q: 3 clusters Score -1782132 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1782300.250000 Penalty: 3114.342773
	Iteration 4Q: 3 clusters Score -1782300 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1782446.875000 Penalty: 3114.342773
	Iteration 5Q: 3 clusters Score -1782447 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1782598.375000 Penalty: 3114.342773
	Iteration 6Q: 3 clusters Score -1782598 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1782706.875000 Penalty: 3114.342773
	Iteration 7Q: 3 clusters Score -1782707 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1782810.875000 Penalty: 3114.342773
	Iteration 8Q: 3 clusters Score -1782811 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1782910.375000 Penalty: 3114.342773
	Iteration 9Q: 3 clusters Score -1782910 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1782989.250000 Penalty: 3114.342773
	Iteration 10Q: 3 clusters Score -1782989 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1783067.875000 Penalty: 3114.342773
	Iteration 11Q: 3 clusters Score -1783068 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1783133.625000 Penalty: 3114.342773
	Iteration 12Q: 3 clusters Score -1783134 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1783196.625000 Penalty: 3114.342773
	Iteration 13Q: 3 clusters Score -1783197 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1783260.375000 Penalty: 3114.342773
	Iteration 14Q: 3 clusters Score -1783260 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1783319.750000 Penalty: 3114.342773
	Iteration 15Q: 3 clusters Score -1783320 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1783379.000000 Penalty: 3114.342773
	Iteration 16Q: 3 clusters Score -1783379 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1783441.875000 Penalty: 3114.342773
	Iteration 17Q: 3 clusters Score -1783442 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1783535.875000 Penalty: 3114.342773
	Iteration 18Q: 3 clusters Score -1783536 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1783643.750000 Penalty: 3114.342773
	Iteration 19Q: 3 clusters Score -1783644 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1783794.750000 Penalty: 3114.342773
	Iteration 20F: 3 clusters Score -1783795 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1783959.250000 Penalty: 3114.342773
	Iteration 21Q: 3 clusters Score -1783959 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1784117.750000 Penalty: 3114.342773
	Iteration 22Q: 3 clusters Score -1784118 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1784250.125000 Penalty: 3114.342773
	Iteration 23Q: 3 clusters Score -1784250 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1784332.250000 Penalty: 3114.342773
	Iteration 24Q: 3 clusters Score -1784332 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1784403.125000 Penalty: 3114.342773
	Iteration 25Q: 3 clusters Score -1784403 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1784450.500000 Penalty: 3114.342773
	Iteration 26Q: 3 clusters Score -1784450 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1784486.500000 Penalty: 3114.342773
	Iteration 27Q: 3 clusters Score -1784486 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1784516.625000 Penalty: 3114.342773
	Iteration 28Q: 3 clusters Score -1784517 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1784539.500000 Penalty: 3114.342773
	Iteration 29Q: 3 clusters Score -1784540 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1784556.000000 Penalty: 3114.342773
	Iteration 30Q: 3 clusters Score -1784556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1784574.875000 Penalty: 3114.342773
	Iteration 31Q: 3 clusters Score -1784575 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1784592.500000 Penalty: 3114.342773
	Iteration 32Q: 3 clusters Score -1784592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1784612.000000 Penalty: 3114.342773
	Iteration 33Q: 3 clusters Score -1784612 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1784635.000000 Penalty: 3114.342773
	Iteration 34Q: 3 clusters Score -1784635 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1784657.000000 Penalty: 3114.342773
	Iteration 35Q: 3 clusters Score -1784657 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1784679.625000 Penalty: 3114.342773
	Iteration 36Q: 3 clusters Score -1784680 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1784700.750000 Penalty: 3114.342773
	Iteration 37Q: 3 clusters Score -1784701 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1784720.875000 Penalty: 3114.342773
	Iteration 38Q: 3 clusters Score -1784721 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1784757.000000 Penalty: 3114.342773
	Iteration 39Q: 3 clusters Score -1784757 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1784784.000000 Penalty: 3114.342773
	Iteration 40F: 3 clusters Score -1784784 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1784807.125000 Penalty: 3114.342773
	Iteration 41Q: 3 clusters Score -1784807 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1784837.000000 Penalty: 3114.342773
	Iteration 42Q: 3 clusters Score -1784837 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1784857.500000 Penalty: 3114.342773
	Iteration 43Q: 3 clusters Score -1784858 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1784884.750000 Penalty: 3114.342773
	Iteration 44Q: 3 clusters Score -1784885 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1784926.000000 Penalty: 3114.342773
	Iteration 45Q: 3 clusters Score -1784926 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1784986.000000 Penalty: 3114.342773
	Iteration 46Q: 3 clusters Score -1784986 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1785045.375000 Penalty: 3114.342773
	Iteration 47Q: 3 clusters Score -1785045 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1785099.875000 Penalty: 3114.342773
	Iteration 48Q: 3 clusters Score -1785100 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1785161.125000 Penalty: 3114.342773
	Iteration 49Q: 3 clusters Score -1785161 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -1785217.750000 Penalty: 3114.342773
	Iteration 50Q: 3 clusters Score -1785218 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1785290.625000 Penalty: 3114.342773
	Iteration 51Q: 3 clusters Score -1785291 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1785351.375000 Penalty: 3114.342773
	Iteration 52Q: 3 clusters Score -1785351 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1785405.625000 Penalty: 3114.342773
	Iteration 53Q: 3 clusters Score -1785406 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1785462.750000 Penalty: 3114.342773
	Iteration 54Q: 3 clusters Score -1785463 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1785512.500000 Penalty: 3114.342773
	Iteration 55Q: 3 clusters Score -1785512 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1785580.000000 Penalty: 3114.342773
	Iteration 56Q: 3 clusters Score -1785580 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1785665.250000 Penalty: 3114.342773
	Iteration 57Q: 3 clusters Score -1785665 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1785751.250000 Penalty: 3114.342773
	Iteration 58Q: 3 clusters Score -1785751 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1785848.250000 Penalty: 3114.342773
	Iteration 59Q: 3 clusters Score -1785848 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1785954.750000 Penalty: 3114.342773
	Iteration 60F: 3 clusters Score -1785955 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1786063.500000 Penalty: 3114.342773
	Iteration 61Q: 3 clusters Score -1786064 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1786151.125000 Penalty: 3114.342773
	Iteration 62Q: 3 clusters Score -1786151 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1786253.625000 Penalty: 3114.342773
	Iteration 63Q: 3 clusters Score -1786254 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1786347.625000 Penalty: 3114.342773
	Iteration 64Q: 3 clusters Score -1786348 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1786433.250000 Penalty: 3114.342773
	Iteration 65Q: 3 clusters Score -1786433 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1786512.750000 Penalty: 3114.342773
	Iteration 66Q: 3 clusters Score -1786513 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1786584.625000 Penalty: 3114.342773
	Iteration 67Q: 3 clusters Score -1786585 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1786632.750000 Penalty: 3114.342773
	Iteration 68Q: 3 clusters Score -1786633 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1786690.500000 Penalty: 3114.342773
	Iteration 69Q: 3 clusters Score -1786690 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1786728.500000 Penalty: 3114.342773
	Iteration 70Q: 3 clusters Score -1786728 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -1786757.500000 Penalty: 3114.342773
	Iteration 71Q: 3 clusters Score -1786758 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1786779.375000 Penalty: 3114.342773
	Iteration 72Q: 3 clusters Score -1786779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -1786797.625000 Penalty: 3114.342773
	Iteration 73Q: 3 clusters Score -1786798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1786809.000000 Penalty: 3114.342773
	Iteration 74Q: 3 clusters Score -1786809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1786823.625000 Penalty: 3114.342773
	Iteration 75Q: 3 clusters Score -1786824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -1786835.875000 Penalty: 3114.342773
	Iteration 76Q: 3 clusters Score -1786836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1786844.375000 Penalty: 3114.342773
	Iteration 77Q: 3 clusters Score -1786844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1786848.500000 Penalty: 3114.342773
	Iteration 78Q: 3 clusters Score -1786848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1786856.125000 Penalty: 3114.342773
	Iteration 79Q: 3 clusters Score -1786856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1786859.750000 Penalty: 3114.342773
	Iteration 80F: 3 clusters Score -1786860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1786861.000000 Penalty: 3114.342773
	Iteration 81Q: 3 clusters Score -1786861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1786861.000000 Penalty: 3114.342773
	Iteration 82F: 3 clusters Score -1786861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Entering Unmasked Estep 
Score: -467761.062500 Penalty: 1332.278931
	Iteration 0F: 2 clusters Score -467761.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -464619.218750 Penalty: 2664.557861
	Iteration 0F: 3 clusters Score -464619.2 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -465335.343750 Penalty: 2664.557861
	Iteration 1F: 3 clusters Score -465335.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -465466.781250 Penalty: 2664.557861
	Iteration 2F: 3 clusters Score -465466.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -465546.718750 Penalty: 2664.557861
	Iteration 3Q: 3 clusters Score -465546.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -465599.000000 Penalty: 2664.557861
	Iteration 4Q: 3 clusters Score -465599 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -465637.718750 Penalty: 2664.557861
	Iteration 5Q: 3 clusters Score -465637.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -465676.281250 Penalty: 2664.557861
	Iteration 6Q: 3 clusters Score -465676.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -465701.500000 Penalty: 2664.557861
	Iteration 7Q: 3 clusters Score -465701.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -465713.843750 Penalty: 2664.557861
	Iteration 8Q: 3 clusters Score -465713.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -465726.312500 Penalty: 2664.557861
	Iteration 9Q: 3 clusters Score -465726.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -465736.812500 Penalty: 2664.557861
	Iteration 10Q: 3 clusters Score -465736.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -465746.375000 Penalty: 2664.557861
	Iteration 11Q: 3 clusters Score -465746.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -465756.593750 Penalty: 2664.557861
	Iteration 12Q: 3 clusters Score -465756.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -465765.843750 Penalty: 2664.557861
	Iteration 13Q: 3 clusters Score -465765.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -465773.375000 Penalty: 2664.557861
	Iteration 14Q: 3 clusters Score -465773.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -465779.093750 Penalty: 2664.557861
	Iteration 15Q: 3 clusters Score -465779.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -465786.656250 Penalty: 2664.557861
	Iteration 16Q: 3 clusters Score -465786.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -465792.968750 Penalty: 2664.557861
	Iteration 17Q: 3 clusters Score -465793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -465797.875000 Penalty: 2664.557861
	Iteration 18Q: 3 clusters Score -465797.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -465803.656250 Penalty: 2664.557861
	Iteration 19Q: 3 clusters Score -465803.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -465806.062500 Penalty: 2664.557861
	Iteration 20F: 3 clusters Score -465806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -465807.843750 Penalty: 2664.557861
	Iteration 21Q: 3 clusters Score -465807.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -465811.812500 Penalty: 2664.557861
	Iteration 22Q: 3 clusters Score -465811.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -465817.031250 Penalty: 2664.557861
	Iteration 23Q: 3 clusters Score -465817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -465820.468750 Penalty: 2664.557861
	Iteration 24Q: 3 clusters Score -465820.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -465823.687500 Penalty: 2664.557861
	Iteration 25Q: 3 clusters Score -465823.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -465829.375000 Penalty: 2664.557861
	Iteration 26Q: 3 clusters Score -465829.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -465832.375000 Penalty: 2664.557861
	Iteration 27Q: 3 clusters Score -465832.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -465835.437500 Penalty: 2664.557861
	Iteration 28Q: 3 clusters Score -465835.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -465838.906250 Penalty: 2664.557861
	Iteration 29Q: 3 clusters Score -465838.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -465841.375000 Penalty: 2664.557861
	Iteration 30Q: 3 clusters Score -465841.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -465844.500000 Penalty: 2664.557861
	Iteration 31Q: 3 clusters Score -465844.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -465847.250000 Penalty: 2664.557861
	Iteration 32Q: 3 clusters Score -465847.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -465849.562500 Penalty: 2664.557861
	Iteration 33Q: 3 clusters Score -465849.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -465850.187500 Penalty: 2664.557861
	Iteration 34Q: 3 clusters Score -465850.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -465852.312500 Penalty: 2664.557861
	Iteration 35Q: 3 clusters Score -465852.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -465854.218750 Penalty: 2664.557861
	Iteration 36Q: 3 clusters Score -465854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -465855.593750 Penalty: 2664.557861
	Iteration 37Q: 3 clusters Score -465855.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -465855.218750 Penalty: 2664.557861
	Iteration 38Q: 3 clusters Score -465855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -465855.750000 Penalty: 2664.557861
	Iteration 39Q: 3 clusters Score -465855.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -465855.750000 Penalty: 2664.557861
	Iteration 40F: 3 clusters Score -465855.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Entering Unmasked Estep 
Score: -1457761.500000 Penalty: 1521.595093
	Iteration 0F: 2 clusters Score -1457762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1449597.250000 Penalty: 3043.190186
	Iteration 0F: 3 clusters Score -1449597 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1452292.625000 Penalty: 3043.190186
	Iteration 1F: 3 clusters Score -1452293 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1452525.875000 Penalty: 3043.190186
	Iteration 2F: 3 clusters Score -1452526 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1452712.500000 Penalty: 3043.190186
	Iteration 3Q: 3 clusters Score -1452712 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1452904.875000 Penalty: 3043.190186
	Iteration 4Q: 3 clusters Score -1452905 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1453112.875000 Penalty: 3043.190186
	Iteration 5Q: 3 clusters Score -1453113 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1453381.500000 Penalty: 3043.190186
	Iteration 6Q: 3 clusters Score -1453382 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1453672.125000 Penalty: 3043.190186
	Iteration 7Q: 3 clusters Score -1453672 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1453982.625000 Penalty: 3043.190186
	Iteration 8Q: 3 clusters Score -1453983 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1454285.000000 Penalty: 3043.190186
	Iteration 9F: 3 clusters Score -1454285 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1454521.250000 Penalty: 3043.190186
	Iteration 10Q: 3 clusters Score -1454521 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1454731.000000 Penalty: 3043.190186
	Iteration 11Q: 3 clusters Score -1454731 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1454934.625000 Penalty: 3043.190186
	Iteration 12Q: 3 clusters Score -1454935 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1455091.625000 Penalty: 3043.190186
	Iteration 13Q: 3 clusters Score -1455092 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1455211.625000 Penalty: 3043.190186
	Iteration 14Q: 3 clusters Score -1455212 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1455340.750000 Penalty: 3043.190186
	Iteration 15Q: 3 clusters Score -1455341 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1455435.375000 Penalty: 3043.190186
	Iteration 16Q: 3 clusters Score -1455435 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1455511.375000 Penalty: 3043.190186
	Iteration 17Q: 3 clusters Score -1455511 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1455587.250000 Penalty: 3043.190186
	Iteration 18Q: 3 clusters Score -1455587 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1455658.375000 Penalty: 3043.190186
	Iteration 19Q: 3 clusters Score -1455658 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1455726.625000 Penalty: 3043.190186
	Iteration 20F: 3 clusters Score -1455727 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1455793.500000 Penalty: 3043.190186
	Iteration 21Q: 3 clusters Score -1455794 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1455858.125000 Penalty: 3043.190186
	Iteration 22Q: 3 clusters Score -1455858 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1455902.625000 Penalty: 3043.190186
	Iteration 23Q: 3 clusters Score -1455903 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1455956.750000 Penalty: 3043.190186
	Iteration 24Q: 3 clusters Score -1455957 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1456005.625000 Penalty: 3043.190186
	Iteration 25Q: 3 clusters Score -1456006 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1456062.625000 Penalty: 3043.190186
	Iteration 26Q: 3 clusters Score -1456063 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1456126.250000 Penalty: 3043.190186
	Iteration 27Q: 3 clusters Score -1456126 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1456182.000000 Penalty: 3043.190186
	Iteration 28Q: 3 clusters Score -1456182 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1456231.750000 Penalty: 3043.190186
	Iteration 29Q: 3 clusters Score -1456232 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1456278.000000 Penalty: 3043.190186
	Iteration 30Q: 3 clusters Score -1456278 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1456327.875000 Penalty: 3043.190186
	Iteration 31Q: 3 clusters Score -1456328 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1456384.375000 Penalty: 3043.190186
	Iteration 32Q: 3 clusters Score -1456384 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1456428.875000 Penalty: 3043.190186
	Iteration 33Q: 3 clusters Score -1456429 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1456456.500000 Penalty: 3043.190186
	Iteration 34Q: 3 clusters Score -1456456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1456489.500000 Penalty: 3043.190186
	Iteration 35Q: 3 clusters Score -1456490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1456512.500000 Penalty: 3043.190186
	Iteration 36Q: 3 clusters Score -1456512 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1456533.000000 Penalty: 3043.190186
	Iteration 37Q: 3 clusters Score -1456533 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1456548.750000 Penalty: 3043.190186
	Iteration 38Q: 3 clusters Score -1456549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1456557.250000 Penalty: 3043.190186
	Iteration 39Q: 3 clusters Score -1456557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1456562.125000 Penalty: 3043.190186
	Iteration 40F: 3 clusters Score -1456562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1456569.750000 Penalty: 3043.190186
	Iteration 41Q: 3 clusters Score -1456570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1456570.375000 Penalty: 3043.190186
	Iteration 42Q: 3 clusters Score -1456570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1456572.875000 Penalty: 3043.190186
	Iteration 43Q: 3 clusters Score -1456573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1456576.000000 Penalty: 3043.190186
	Iteration 44Q: 3 clusters Score -1456576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1456579.125000 Penalty: 3043.190186
	Iteration 45Q: 3 clusters Score -1456579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1456583.750000 Penalty: 3043.190186
	Iteration 46Q: 3 clusters Score -1456584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1456585.750000 Penalty: 3043.190186
	Iteration 47Q: 3 clusters Score -1456586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1456584.750000 Penalty: 3043.190186
	Iteration 48Q: 3 clusters Score -1456585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1456584.125000 Penalty: 3043.190186
	Iteration 49Q: 3 clusters Score -1456584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1456584.125000 Penalty: 3043.190186
	Iteration 50F: 3 clusters Score -1456584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Entering Unmasked Estep 
Score: -248585.312500 Penalty: 1240.186401
	Iteration 0F: 2 clusters Score -248585.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -246432.265625 Penalty: 2480.372803
	Iteration 0F: 3 clusters Score -246432.3 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -246900.468750 Penalty: 2480.372803
	Iteration 1F: 3 clusters Score -246900.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -247005.859375 Penalty: 2480.372803
	Iteration 2F: 3 clusters Score -247005.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -247059.000000 Penalty: 2480.372803
	Iteration 3Q: 3 clusters Score -247059 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -247102.906250 Penalty: 2480.372803
	Iteration 4Q: 3 clusters Score -247102.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -247128.875000 Penalty: 2480.372803
	Iteration 5Q: 3 clusters Score -247128.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -247154.609375 Penalty: 2480.372803
	Iteration 6Q: 3 clusters Score -247154.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -247175.062500 Penalty: 2480.372803
	Iteration 7Q: 3 clusters Score -247175.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -247195.765625 Penalty: 2480.372803
	Iteration 8Q: 3 clusters Score -247195.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -247217.031250 Penalty: 2480.372803
	Iteration 9Q: 3 clusters Score -247217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -247235.468750 Penalty: 2480.372803
	Iteration 10Q: 3 clusters Score -247235.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -247253.046875 Penalty: 2480.372803
	Iteration 11Q: 3 clusters Score -247253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -247266.687500 Penalty: 2480.372803
	Iteration 12Q: 3 clusters Score -247266.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -247282.406250 Penalty: 2480.372803
	Iteration 13Q: 3 clusters Score -247282.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -247296.421875 Penalty: 2480.372803
	Iteration 14Q: 3 clusters Score -247296.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -247309.625000 Penalty: 2480.372803
	Iteration 15Q: 3 clusters Score -247309.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -247318.062500 Penalty: 2480.372803
	Iteration 16Q: 3 clusters Score -247318.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -247326.093750 Penalty: 2480.372803
	Iteration 17Q: 3 clusters Score -247326.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -247333.875000 Penalty: 2480.372803
	Iteration 18Q: 3 clusters Score -247333.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -247343.921875 Penalty: 2480.372803
	Iteration 19Q: 3 clusters Score -247343.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -247354.734375 Penalty: 2480.372803
	Iteration 20F: 3 clusters Score -247354.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -247362.328125 Penalty: 2480.372803
	Iteration 21Q: 3 clusters Score -247362.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -247367.984375 Penalty: 2480.372803
	Iteration 22Q: 3 clusters Score -247368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -247374.093750 Penalty: 2480.372803
	Iteration 23Q: 3 clusters Score -247374.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -247382.453125 Penalty: 2480.372803
	Iteration 24Q: 3 clusters Score -247382.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -247391.265625 Penalty: 2480.372803
	Iteration 25Q: 3 clusters Score -247391.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -247395.062500 Penalty: 2480.372803
	Iteration 26Q: 3 clusters Score -247395.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -247402.359375 Penalty: 2480.372803
	Iteration 27Q: 3 clusters Score -247402.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -247411.625000 Penalty: 2480.372803
	Iteration 28Q: 3 clusters Score -247411.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -247416.109375 Penalty: 2480.372803
	Iteration 29Q: 3 clusters Score -247416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -247420.640625 Penalty: 2480.372803
	Iteration 30Q: 3 clusters Score -247420.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -247425.500000 Penalty: 2480.372803
	Iteration 31Q: 3 clusters Score -247425.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -247432.281250 Penalty: 2480.372803
	Iteration 32Q: 3 clusters Score -247432.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -247435.531250 Penalty: 2480.372803
	Iteration 33Q: 3 clusters Score -247435.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -247439.687500 Penalty: 2480.372803
	Iteration 34Q: 3 clusters Score -247439.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -247444.609375 Penalty: 2480.372803
	Iteration 35Q: 3 clusters Score -247444.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -247450.390625 Penalty: 2480.372803
	Iteration 36Q: 3 clusters Score -247450.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -247455.109375 Penalty: 2480.372803
	Iteration 37Q: 3 clusters Score -247455.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -247460.484375 Penalty: 2480.372803
	Iteration 38Q: 3 clusters Score -247460.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -247465.390625 Penalty: 2480.372803
	Iteration 39Q: 3 clusters Score -247465.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -247471.687500 Penalty: 2480.372803
	Iteration 40F: 3 clusters Score -247471.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -247478.312500 Penalty: 2480.372803
	Iteration 41Q: 3 clusters Score -247478.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -247485.015625 Penalty: 2480.372803
	Iteration 42Q: 3 clusters Score -247485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -247488.156250 Penalty: 2480.372803
	Iteration 43Q: 3 clusters Score -247488.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -247491.546875 Penalty: 2480.372803
	Iteration 44Q: 3 clusters Score -247491.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -247495.328125 Penalty: 2480.372803
	Iteration 45Q: 3 clusters Score -247495.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -247497.546875 Penalty: 2480.372803
	Iteration 46Q: 3 clusters Score -247497.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -247497.546875 Penalty: 2480.372803
	Iteration 47F: 3 clusters Score -247497.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -179139.406250 Penalty: 1180.177124
	Iteration 0F: 2 clusters Score -179139.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -177406.125000 Penalty: 2360.354248
	Iteration 0F: 3 clusters Score -177406.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -177721.500000 Penalty: 2360.354248
	Iteration 1F: 3 clusters Score -177721.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -177813.093750 Penalty: 2360.354248
	Iteration 2F: 3 clusters Score -177813.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -177855.609375 Penalty: 2360.354248
	Iteration 3Q: 3 clusters Score -177855.6 nChanged 44
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: -177882.125000 Penalty: 2360.354248
	Iteration 4Q: 3 clusters Score -177882.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -177898.359375 Penalty: 2360.354248
	Iteration 5Q: 3 clusters Score -177898.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -177907.187500 Penalty: 2360.354248
	Iteration 6Q: 3 clusters Score -177907.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -177913.000000 Penalty: 2360.354248
	Iteration 7Q: 3 clusters Score -177913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -177916.312500 Penalty: 2360.354248
	Iteration 8Q: 3 clusters Score -177916.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -177920.906250 Penalty: 2360.354248
	Iteration 9Q: 3 clusters Score -177920.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -177924.796875 Penalty: 2360.354248
	Iteration 10Q: 3 clusters Score -177924.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -177927.062500 Penalty: 2360.354248
	Iteration 11Q: 3 clusters Score -177927.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -177929.171875 Penalty: 2360.354248
	Iteration 12Q: 3 clusters Score -177929.2 nChanged 5
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: -177932.312500 Penalty: 2360.354248
	Iteration 13Q: 3 clusters Score -177932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -177932.859375 Penalty: 2360.354248
	Iteration 14Q: 3 clusters Score -177932.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -177932.859375 Penalty: 2360.354248
	Iteration 15F: 3 clusters Score -177932.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -174668.968750 Penalty: 1182.777222
	Iteration 0F: 2 clusters Score -174669 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 731 members 
Entering Unmasked Estep 
Score: -172966.109375 Penalty: 2365.554443
	Iteration 0F: 3 clusters Score -172966.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -173326.984375 Penalty: 2365.554443
	Iteration 1F: 3 clusters Score -173327 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -173446.500000 Penalty: 2365.554443
	Iteration 2F: 3 clusters Score -173446.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -173525.671875 Penalty: 2365.554443
	Iteration 3F: 3 clusters Score -173525.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -173584.921875 Penalty: 2365.554443
	Iteration 4Q: 3 clusters Score -173584.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -173637.328125 Penalty: 2365.554443
	Iteration 5Q: 3 clusters Score -173637.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -173677.453125 Penalty: 2365.554443
	Iteration 6Q: 3 clusters Score -173677.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -173705.046875 Penalty: 2365.554443
	Iteration 7Q: 3 clusters Score -173705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -173716.781250 Penalty: 2365.554443
	Iteration 8Q: 3 clusters Score -173716.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -173731.343750 Penalty: 2365.554443
	Iteration 9Q: 3 clusters Score -173731.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -173744.375000 Penalty: 2365.554443
	Iteration 10Q: 3 clusters Score -173744.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -173757.656250 Penalty: 2365.554443
	Iteration 11Q: 3 clusters Score -173757.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -173765.656250 Penalty: 2365.554443
	Iteration 12Q: 3 clusters Score -173765.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -173771.484375 Penalty: 2365.554443
	Iteration 13Q: 3 clusters Score -173771.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -173778.265625 Penalty: 2365.554443
	Iteration 14Q: 3 clusters Score -173778.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -173782.562500 Penalty: 2365.554443
	Iteration 15Q: 3 clusters Score -173782.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -173788.859375 Penalty: 2365.554443
	Iteration 16Q: 3 clusters Score -173788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -173795.250000 Penalty: 2365.554443
	Iteration 17Q: 3 clusters Score -173795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -173796.484375 Penalty: 2365.554443
	Iteration 18Q: 3 clusters Score -173796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -173798.421875 Penalty: 2365.554443
	Iteration 19Q: 3 clusters Score -173798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -173799.453125 Penalty: 2365.554443
	Iteration 20F: 3 clusters Score -173799.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -173800.515625 Penalty: 2365.554443
	Iteration 21Q: 3 clusters Score -173800.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -173801.203125 Penalty: 2365.554443
	Iteration 22Q: 3 clusters Score -173801.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -173801.203125 Penalty: 2365.554443
	Iteration 23F: 3 clusters Score -173801.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1271 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 7920 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46510 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 904 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 9995 members 
Mstep: Class 17 contains 60422 members 
Mstep: Class 18 contains 1687 members 
Mstep: Class 19 contains 8114 members 
Mstep: Class 20 contains 34317 members 
Mstep: Class 21 contains 31460 members 
Mstep: Class 22 contains 8052 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1379 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11051 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6359 members 
Mstep: Class 30 contains 2966 members 
Mstep: Class 31 contains 1643 members 
Mstep: Class 32 contains 69977 members 
Mstep: Class 33 contains 14510 members 
Mstep: Class 34 contains 3636 members 
Mstep: Class 35 contains 11657 members 
Mstep: Class 36 contains 2063 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243824.000000 Penalty: 79683.648438
Iteration 159Q: 39 clusters Score -4.824382e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1272 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 7921 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46503 members 
Mstep: Class 8 contains 4409 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 10 contains 3012 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 926 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 10001 members 
Mstep: Class 17 contains 60427 members 
Mstep: Class 18 contains 1686 members 
Mstep: Class 19 contains 8115 members 
Mstep: Class 20 contains 34317 members 
Mstep: Class 21 contains 31456 members 
Mstep: Class 22 contains 8052 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1379 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11053 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6358 members 
Mstep: Class 30 contains 2943 members 
Mstep: Class 31 contains 1644 members 
Mstep: Class 32 contains 69974 members 
Mstep: Class 33 contains 14510 members 
Mstep: Class 34 contains 3636 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2063 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243832.000000 Penalty: 79683.648438
Iteration 160F: 39 clusters Score -4.824383e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1273 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46501 members 
Mstep: Class 8 contains 4410 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 3023 members 
Mstep: Class 12 contains 3574 members 
Mstep: Class 13 contains 962 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 10012 members 
Mstep: Class 17 contains 60431 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 8119 members 
Mstep: Class 20 contains 34317 members 
Mstep: Class 21 contains 31454 members 
Mstep: Class 22 contains 8053 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1379 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11044 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6354 members 
Mstep: Class 30 contains 2904 members 
Mstep: Class 31 contains 1644 members 
Mstep: Class 32 contains 69969 members 
Mstep: Class 33 contains 14510 members 
Mstep: Class 34 contains 3636 members 
Mstep: Class 35 contains 11660 members 
Mstep: Class 36 contains 2063 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48243968.000000 Penalty: 79683.648438
Iteration 161Q: 39 clusters Score -4.824397e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1275 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 7921 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46498 members 
Mstep: Class 8 contains 4413 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 3024 members 
Mstep: Class 12 contains 3574 members 
Mstep: Class 13 contains 993 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 10023 members 
Mstep: Class 17 contains 60432 members 
Mstep: Class 18 contains 1683 members 
Mstep: Class 19 contains 8123 members 
Mstep: Class 20 contains 34316 members 
Mstep: Class 21 contains 31453 members 
Mstep: Class 22 contains 8053 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11039 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6349 members 
Mstep: Class 30 contains 2871 members 
Mstep: Class 31 contains 1643 members 
Mstep: Class 32 contains 69970 members 
Mstep: Class 33 contains 14510 members 
Mstep: Class 34 contains 3637 members 
Mstep: Class 35 contains 11659 members 
Mstep: Class 36 contains 2063 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244024.000000 Penalty: 79683.648438
Iteration 162Q: 39 clusters Score -4.824402e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1275 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4405 members 
Mstep: Class 5 contains 7920 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46494 members 
Mstep: Class 8 contains 4414 members 
Mstep: Class 9 contains 3913 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 3023 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 1024 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 10029 members 
Mstep: Class 17 contains 60436 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 8127 members 
Mstep: Class 20 contains 34314 members 
Mstep: Class 21 contains 31452 members 
Mstep: Class 22 contains 8054 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11039 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6344 members 
Mstep: Class 30 contains 2836 members 
Mstep: Class 31 contains 1643 members 
Mstep: Class 32 contains 69968 members 
Mstep: Class 33 contains 14510 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2064 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244036.000000 Penalty: 79683.648438
Iteration 163Q: 39 clusters Score -4.824404e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1276 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7919 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46488 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 3023 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 10041 members 
Mstep: Class 17 contains 60440 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 8126 members 
Mstep: Class 20 contains 34314 members 
Mstep: Class 21 contains 31450 members 
Mstep: Class 22 contains 8055 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11042 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6340 members 
Mstep: Class 30 contains 2810 members 
Mstep: Class 31 contains 1644 members 
Mstep: Class 32 contains 69965 members 
Mstep: Class 33 contains 14511 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2065 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244084.000000 Penalty: 79683.648438
Iteration 164Q: 39 clusters Score -4.824408e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7921 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46481 members 
Mstep: Class 8 contains 4417 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 3023 members 
Mstep: Class 12 contains 3579 members 
Mstep: Class 13 contains 1048 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 10057 members 
Mstep: Class 17 contains 60443 members 
Mstep: Class 18 contains 1681 members 
Mstep: Class 19 contains 8132 members 
Mstep: Class 20 contains 34314 members 
Mstep: Class 21 contains 31444 members 
Mstep: Class 22 contains 8056 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11042 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6333 members 
Mstep: Class 30 contains 2790 members 
Mstep: Class 31 contains 1646 members 
Mstep: Class 32 contains 69965 members 
Mstep: Class 33 contains 14510 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11659 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244120.000000 Penalty: 79683.648438
Iteration 165Q: 39 clusters Score -4.824412e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 10002 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46475 members 
Mstep: Class 8 contains 4418 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 3023 members 
Mstep: Class 12 contains 3582 members 
Mstep: Class 13 contains 1056 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 10075 members 
Mstep: Class 17 contains 60438 members 
Mstep: Class 18 contains 1678 members 
Mstep: Class 19 contains 8133 members 
Mstep: Class 20 contains 34314 members 
Mstep: Class 21 contains 31442 members 
Mstep: Class 22 contains 8057 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11052 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6323 members 
Mstep: Class 30 contains 2770 members 
Mstep: Class 31 contains 1648 members 
Mstep: Class 32 contains 69965 members 
Mstep: Class 33 contains 14510 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11660 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244104.000000 Penalty: 79683.648438
Iteration 166Q: 39 clusters Score -4.82441e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 10002 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46474 members 
Mstep: Class 8 contains 4418 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 3023 members 
Mstep: Class 12 contains 3582 members 
Mstep: Class 13 contains 1063 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 10093 members 
Mstep: Class 17 contains 60436 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 8138 members 
Mstep: Class 20 contains 34312 members 
Mstep: Class 21 contains 31441 members 
Mstep: Class 22 contains 8058 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11053 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6318 members 
Mstep: Class 30 contains 2751 members 
Mstep: Class 31 contains 1650 members 
Mstep: Class 32 contains 69965 members 
Mstep: Class 33 contains 14509 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11660 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244136.000000 Penalty: 79683.648438
Iteration 167Q: 39 clusters Score -4.824414e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 10002 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7923 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46474 members 
Mstep: Class 8 contains 4418 members 
Mstep: Class 9 contains 3913 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 1064 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 10109 members 
Mstep: Class 17 contains 60434 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 8141 members 
Mstep: Class 20 contains 34306 members 
Mstep: Class 21 contains 31441 members 
Mstep: Class 22 contains 8061 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11064 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6314 members 
Mstep: Class 30 contains 2734 members 
Mstep: Class 31 contains 1653 members 
Mstep: Class 32 contains 69962 members 
Mstep: Class 33 contains 14508 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11660 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244164.000000 Penalty: 79683.648438
Iteration 168Q: 39 clusters Score -4.824416e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7923 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46471 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 3912 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3584 members 
Mstep: Class 13 contains 1064 members 
Mstep: Class 14 contains 13377 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 10128 members 
Mstep: Class 17 contains 60430 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8145 members 
Mstep: Class 20 contains 34307 members 
Mstep: Class 21 contains 31440 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11071 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6308 members 
Mstep: Class 30 contains 2720 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69960 members 
Mstep: Class 33 contains 14505 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11659 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244160.000000 Penalty: 79683.648438
Iteration 169Q: 39 clusters Score -4.824416e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7923 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46468 members 
Mstep: Class 8 contains 4420 members 
Mstep: Class 9 contains 3908 members 
Mstep: Class 10 contains 3017 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 1064 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 15 contains 2304 members 
Mstep: Class 16 contains 10143 members 
Mstep: Class 17 contains 60429 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8144 members 
Mstep: Class 20 contains 34309 members 
Mstep: Class 21 contains 31440 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11079 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6302 members 
Mstep: Class 30 contains 2712 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69963 members 
Mstep: Class 33 contains 14504 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11659 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244188.000000 Penalty: 79683.648438
Iteration 170Q: 39 clusters Score -4.824419e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 10001 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7923 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46466 members 
Mstep: Class 8 contains 4422 members 
Mstep: Class 9 contains 3905 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3579 members 
Mstep: Class 13 contains 1064 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2305 members 
Mstep: Class 16 contains 10155 members 
Mstep: Class 17 contains 60426 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8146 members 
Mstep: Class 20 contains 34309 members 
Mstep: Class 21 contains 31438 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11082 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6297 members 
Mstep: Class 30 contains 2704 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69967 members 
Mstep: Class 33 contains 14504 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11659 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1426 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244152.000000 Penalty: 79683.648438
Iteration 171Q: 39 clusters Score -4.824415e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1278 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46470 members 
Mstep: Class 8 contains 4423 members 
Mstep: Class 9 contains 3900 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 1065 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 10157 members 
Mstep: Class 17 contains 60425 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8146 members 
Mstep: Class 20 contains 34308 members 
Mstep: Class 21 contains 31437 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11087 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6292 members 
Mstep: Class 30 contains 2702 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69968 members 
Mstep: Class 33 contains 14504 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11659 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1425 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244156.000000 Penalty: 79683.648438
Iteration 172Q: 39 clusters Score -4.824416e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9999 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46473 members 
Mstep: Class 8 contains 4426 members 
Mstep: Class 9 contains 3897 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 1065 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10159 members 
Mstep: Class 17 contains 60424 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8146 members 
Mstep: Class 20 contains 34306 members 
Mstep: Class 21 contains 31437 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6153 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1272 members 
Mstep: Class 27 contains 11091 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6288 members 
Mstep: Class 30 contains 2701 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69969 members 
Mstep: Class 33 contains 14504 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11659 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1422 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244148.000000 Penalty: 79683.648438
Iteration 173Q: 39 clusters Score -4.824415e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46469 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 1065 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10163 members 
Mstep: Class 17 contains 60424 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8146 members 
Mstep: Class 20 contains 34303 members 
Mstep: Class 21 contains 31434 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6155 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1273 members 
Mstep: Class 27 contains 11099 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6285 members 
Mstep: Class 30 contains 2701 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69969 members 
Mstep: Class 33 contains 14502 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11659 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244164.000000 Penalty: 79683.648438
Iteration 174Q: 39 clusters Score -4.824416e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46467 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3897 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 1065 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10164 members 
Mstep: Class 17 contains 60424 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8146 members 
Mstep: Class 20 contains 34301 members 
Mstep: Class 21 contains 31433 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6156 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11108 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6279 members 
Mstep: Class 30 contains 2701 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69969 members 
Mstep: Class 33 contains 14500 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244180.000000 Penalty: 79683.648438
Iteration 175Q: 39 clusters Score -4.824418e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7922 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46464 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3898 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3022 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 1065 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10167 members 
Mstep: Class 17 contains 60426 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8146 members 
Mstep: Class 20 contains 34299 members 
Mstep: Class 21 contains 31430 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6158 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11116 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6274 members 
Mstep: Class 30 contains 2701 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69968 members 
Mstep: Class 33 contains 14498 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244188.000000 Penalty: 79683.648438
Iteration 176Q: 39 clusters Score -4.824419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7921 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46460 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3897 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 1065 members 
Mstep: Class 14 contains 13382 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10169 members 
Mstep: Class 17 contains 60427 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8147 members 
Mstep: Class 20 contains 34299 members 
Mstep: Class 21 contains 31426 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6160 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11126 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6268 members 
Mstep: Class 30 contains 2701 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69968 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244164.000000 Penalty: 79683.648438
Iteration 177Q: 39 clusters Score -4.824416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46456 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 1065 members 
Mstep: Class 14 contains 13382 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10170 members 
Mstep: Class 17 contains 60429 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8150 members 
Mstep: Class 20 contains 34299 members 
Mstep: Class 21 contains 31423 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11134 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6262 members 
Mstep: Class 30 contains 2701 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69969 members 
Mstep: Class 33 contains 14498 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244156.000000 Penalty: 79683.648438
Iteration 178Q: 39 clusters Score -4.824416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46450 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 1066 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10170 members 
Mstep: Class 17 contains 60430 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8153 members 
Mstep: Class 20 contains 34299 members 
Mstep: Class 21 contains 31424 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6163 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11145 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6252 members 
Mstep: Class 30 contains 2700 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69970 members 
Mstep: Class 33 contains 14498 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244148.000000 Penalty: 79683.648438
Iteration 179Q: 39 clusters Score -4.824415e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46443 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 1067 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10171 members 
Mstep: Class 17 contains 60431 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8154 members 
Mstep: Class 20 contains 34300 members 
Mstep: Class 21 contains 31424 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6163 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11150 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6248 members 
Mstep: Class 30 contains 2699 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69971 members 
Mstep: Class 33 contains 14498 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244164.000000 Penalty: 79683.648438
Iteration 180F: 39 clusters Score -4.824416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46439 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 1071 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10170 members 
Mstep: Class 17 contains 60433 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8154 members 
Mstep: Class 20 contains 34299 members 
Mstep: Class 21 contains 31424 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6163 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11150 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6247 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69974 members 
Mstep: Class 33 contains 14498 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244140.000000 Penalty: 79683.648438
Iteration 181Q: 39 clusters Score -4.824414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46438 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10170 members 
Mstep: Class 17 contains 60434 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8155 members 
Mstep: Class 20 contains 34298 members 
Mstep: Class 21 contains 31423 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6163 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11153 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6243 members 
Mstep: Class 30 contains 2696 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69975 members 
Mstep: Class 33 contains 14498 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244124.000000 Penalty: 79683.648438
Iteration 182Q: 39 clusters Score -4.824412e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46437 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10174 members 
Mstep: Class 17 contains 60432 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8156 members 
Mstep: Class 20 contains 34297 members 
Mstep: Class 21 contains 31424 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6163 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11157 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6238 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69975 members 
Mstep: Class 33 contains 14498 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244156.000000 Penalty: 79683.648438
Iteration 183Q: 39 clusters Score -4.824416e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46437 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10180 members 
Mstep: Class 17 contains 60430 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34297 members 
Mstep: Class 21 contains 31422 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 6163 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11159 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6234 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69975 members 
Mstep: Class 33 contains 14498 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244196.000000 Penalty: 79683.648438
Iteration 184Q: 39 clusters Score -4.82442e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46437 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10181 members 
Mstep: Class 17 contains 60429 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34297 members 
Mstep: Class 21 contains 31422 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6163 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11159 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6235 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69975 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244180.000000 Penalty: 79683.648438
Iteration 185Q: 39 clusters Score -4.824418e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46438 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10181 members 
Mstep: Class 17 contains 60429 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34297 members 
Mstep: Class 21 contains 31422 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6163 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11159 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6234 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69975 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244176.000000 Penalty: 79683.648438
Iteration 186Q: 39 clusters Score -4.824418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46439 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 1072 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 10181 members 
Mstep: Class 17 contains 60429 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34296 members 
Mstep: Class 21 contains 31422 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6163 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11160 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6233 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69975 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244172.000000 Penalty: 79683.648438
Iteration 187Q: 39 clusters Score -4.824417e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46439 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2309 members 
Mstep: Class 16 contains 10182 members 
Mstep: Class 17 contains 60429 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34296 members 
Mstep: Class 21 contains 31420 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6163 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11162 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6230 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69975 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244200.000000 Penalty: 79683.648438
Iteration 188Q: 39 clusters Score -4.82442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46439 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 10183 members 
Mstep: Class 17 contains 60429 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34296 members 
Mstep: Class 21 contains 31418 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11167 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6224 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69975 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244184.000000 Penalty: 79683.648438
Iteration 189Q: 39 clusters Score -4.824418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46439 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 10186 members 
Mstep: Class 17 contains 60428 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34296 members 
Mstep: Class 21 contains 31417 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11170 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6220 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69975 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244180.000000 Penalty: 79683.648438
Iteration 190Q: 39 clusters Score -4.824418e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7916 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46437 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3581 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 10188 members 
Mstep: Class 17 contains 60426 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34295 members 
Mstep: Class 21 contains 31417 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11171 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6221 members 
Mstep: Class 30 contains 2696 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69975 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244164.000000 Penalty: 79683.648438
Iteration 191Q: 39 clusters Score -4.824416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7915 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46436 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3580 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2311 members 
Mstep: Class 16 contains 10193 members 
Mstep: Class 17 contains 60424 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34295 members 
Mstep: Class 21 contains 31417 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11172 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6221 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69975 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244192.000000 Penalty: 79683.648438
Iteration 192Q: 39 clusters Score -4.824419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7915 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46437 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3579 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 10194 members 
Mstep: Class 17 contains 60423 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34296 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11171 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6221 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69975 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244132.000000 Penalty: 79683.648438
Iteration 193Q: 39 clusters Score -4.824413e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7915 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46437 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3579 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 10195 members 
Mstep: Class 17 contains 60421 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34297 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11169 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6221 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69977 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244132.000000 Penalty: 79683.648438
Iteration 194Q: 39 clusters Score -4.824413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7915 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46434 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3579 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2312 members 
Mstep: Class 16 contains 10197 members 
Mstep: Class 17 contains 60420 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34297 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11170 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6221 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69978 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244108.000000 Penalty: 79683.648438
Iteration 195Q: 39 clusters Score -4.824411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7915 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46433 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3578 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2313 members 
Mstep: Class 16 contains 10198 members 
Mstep: Class 17 contains 60419 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34297 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11171 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6221 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69978 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244140.000000 Penalty: 79683.648438
Iteration 196Q: 39 clusters Score -4.824414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7915 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46432 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10199 members 
Mstep: Class 17 contains 60419 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34297 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11173 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6220 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69978 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244128.000000 Penalty: 79683.648438
Iteration 197Q: 39 clusters Score -4.824413e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7915 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46432 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3576 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10201 members 
Mstep: Class 17 contains 60419 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34297 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8063 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11174 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6219 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69978 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244120.000000 Penalty: 79683.648438
Iteration 198Q: 39 clusters Score -4.824412e+07 nChanged 6
Entering ConstructFrom: 
Score: -48244120.000000 Penalty: 79683.648438
Entering ConstructFrom: 
Trying to split cluster 1 (1982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Entering Unmasked Estep 
Score: -226198.765625 Penalty: 1233.677490
	Iteration 0F: 2 clusters Score -226198.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -224124.500000 Penalty: 2467.354980
	Iteration 0F: 3 clusters Score -224124.5 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -224649.203125 Penalty: 2467.354980
	Iteration 1F: 3 clusters Score -224649.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -224849.625000 Penalty: 2467.354980
	Iteration 2F: 3 clusters Score -224849.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -225022.234375 Penalty: 2467.354980
	Iteration 3F: 3 clusters Score -225022.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -225213.187500 Penalty: 2467.354980
	Iteration 4F: 3 clusters Score -225213.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -225381.671875 Penalty: 2467.354980
	Iteration 5F: 3 clusters Score -225381.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -225544.296875 Penalty: 2467.354980
	Iteration 6F: 3 clusters Score -225544.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -225672.593750 Penalty: 2467.354980
	Iteration 7F: 3 clusters Score -225672.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -225789.218750 Penalty: 2467.354980
	Iteration 8Q: 3 clusters Score -225789.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -225894.453125 Penalty: 2467.354980
	Iteration 9Q: 3 clusters Score -225894.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -225962.296875 Penalty: 2467.354980
	Iteration 10Q: 3 clusters Score -225962.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -225986.062500 Penalty: 2467.354980
	Iteration 11Q: 3 clusters Score -225986.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -225995.515625 Penalty: 2467.354980
	Iteration 12Q: 3 clusters Score -225995.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -226001.140625 Penalty: 2467.354980
	Iteration 13Q: 3 clusters Score -226001.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -226004.296875 Penalty: 2467.354980
	Iteration 14Q: 3 clusters Score -226004.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -226008.562500 Penalty: 2467.354980
	Iteration 15Q: 3 clusters Score -226008.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -226016.734375 Penalty: 2467.354980
	Iteration 16Q: 3 clusters Score -226016.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -226019.875000 Penalty: 2467.354980
	Iteration 17Q: 3 clusters Score -226019.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -226021.515625 Penalty: 2467.354980
	Iteration 18Q: 3 clusters Score -226021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -226021.765625 Penalty: 2467.354980
	Iteration 19Q: 3 clusters Score -226021.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -226021.765625 Penalty: 2467.354980
	Iteration 20F: 3 clusters Score -226021.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -159817.000000 Penalty: 1162.498047
	Iteration 0F: 2 clusters Score -159817 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 624 members 
Entering Unmasked Estep 
Score: -158176.562500 Penalty: 2324.996094
	Iteration 0F: 3 clusters Score -158176.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -158479.750000 Penalty: 2324.996094
	Iteration 1F: 3 clusters Score -158479.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -158544.453125 Penalty: 2324.996094
	Iteration 2F: 3 clusters Score -158544.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -158579.656250 Penalty: 2324.996094
	Iteration 3Q: 3 clusters Score -158579.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -158609.656250 Penalty: 2324.996094
	Iteration 4Q: 3 clusters Score -158609.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -158635.031250 Penalty: 2324.996094
	Iteration 5Q: 3 clusters Score -158635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -158651.375000 Penalty: 2324.996094
	Iteration 6Q: 3 clusters Score -158651.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -158666.125000 Penalty: 2324.996094
	Iteration 7Q: 3 clusters Score -158666.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -158675.828125 Penalty: 2324.996094
	Iteration 8Q: 3 clusters Score -158675.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -158679.343750 Penalty: 2324.996094
	Iteration 9Q: 3 clusters Score -158679.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -158686.984375 Penalty: 2324.996094
	Iteration 10Q: 3 clusters Score -158687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -158690.953125 Penalty: 2324.996094
	Iteration 11Q: 3 clusters Score -158691 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -158693.281250 Penalty: 2324.996094
	Iteration 12Q: 3 clusters Score -158693.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -158696.718750 Penalty: 2324.996094
	Iteration 13Q: 3 clusters Score -158696.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -158698.937500 Penalty: 2324.996094
	Iteration 14Q: 3 clusters Score -158698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -158701.203125 Penalty: 2324.996094
	Iteration 15Q: 3 clusters Score -158701.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -158703.343750 Penalty: 2324.996094
	Iteration 16Q: 3 clusters Score -158703.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -158705.781250 Penalty: 2324.996094
	Iteration 17Q: 3 clusters Score -158705.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -158706.125000 Penalty: 2324.996094
	Iteration 18Q: 3 clusters Score -158706.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -158706.125000 Penalty: 2324.996094
	Iteration 19F: 3 clusters Score -158706.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Entering Unmasked Estep 
Score: -1250958.875000 Penalty: 1496.680298
	Iteration 0F: 2 clusters Score -1250959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1243772.375000 Penalty: 2993.360596
	Iteration 0F: 3 clusters Score -1243772 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1246123.875000 Penalty: 2993.360596
	Iteration 1F: 3 clusters Score -1246124 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1246342.500000 Penalty: 2993.360596
	Iteration 2F: 3 clusters Score -1246342 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1246517.500000 Penalty: 2993.360596
	Iteration 3Q: 3 clusters Score -1246518 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1246715.250000 Penalty: 2993.360596
	Iteration 4Q: 3 clusters Score -1246715 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1246952.250000 Penalty: 2993.360596
	Iteration 5Q: 3 clusters Score -1246952 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1247215.625000 Penalty: 2993.360596
	Iteration 6Q: 3 clusters Score -1247216 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1247531.750000 Penalty: 2993.360596
	Iteration 7Q: 3 clusters Score -1247532 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1247923.875000 Penalty: 2993.360596
	Iteration 8F: 3 clusters Score -1247924 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1248351.250000 Penalty: 2993.360596
	Iteration 9F: 3 clusters Score -1248351 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1248764.750000 Penalty: 2993.360596
	Iteration 10Q: 3 clusters Score -1248765 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1249079.625000 Penalty: 2993.360596
	Iteration 11Q: 3 clusters Score -1249080 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1249279.500000 Penalty: 2993.360596
	Iteration 12Q: 3 clusters Score -1249280 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1249411.875000 Penalty: 2993.360596
	Iteration 13Q: 3 clusters Score -1249412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1249492.125000 Penalty: 2993.360596
	Iteration 14Q: 3 clusters Score -1249492 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1249544.500000 Penalty: 2993.360596
	Iteration 15Q: 3 clusters Score -1249544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1249577.750000 Penalty: 2993.360596
	Iteration 16Q: 3 clusters Score -1249578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1249600.125000 Penalty: 2993.360596
	Iteration 17Q: 3 clusters Score -1249600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1249616.125000 Penalty: 2993.360596
	Iteration 18Q: 3 clusters Score -1249616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1249636.625000 Penalty: 2993.360596
	Iteration 19Q: 3 clusters Score -1249637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1249646.625000 Penalty: 2993.360596
	Iteration 20F: 3 clusters Score -1249647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1249649.250000 Penalty: 2993.360596
	Iteration 21Q: 3 clusters Score -1249649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1249656.000000 Penalty: 2993.360596
	Iteration 22Q: 3 clusters Score -1249656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1249662.125000 Penalty: 2993.360596
	Iteration 23Q: 3 clusters Score -1249662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1249667.875000 Penalty: 2993.360596
	Iteration 24Q: 3 clusters Score -1249668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1249673.250000 Penalty: 2993.360596
	Iteration 25Q: 3 clusters Score -1249673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1249675.125000 Penalty: 2993.360596
	Iteration 26Q: 3 clusters Score -1249675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1249677.625000 Penalty: 2993.360596
	Iteration 27Q: 3 clusters Score -1249678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1249680.625000 Penalty: 2993.360596
	Iteration 28Q: 3 clusters Score -1249681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1249682.375000 Penalty: 2993.360596
	Iteration 29Q: 3 clusters Score -1249682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1249682.375000 Penalty: 2993.360596
	Iteration 30F: 3 clusters Score -1249682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -533300.062500 Penalty: 1363.529297
	Iteration 0F: 2 clusters Score -533300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -529718.125000 Penalty: 2727.058594
	Iteration 0F: 3 clusters Score -529718.1 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -530660.125000 Penalty: 2727.058594
	Iteration 1F: 3 clusters Score -530660.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -530880.687500 Penalty: 2727.058594
	Iteration 2F: 3 clusters Score -530880.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -531031.812500 Penalty: 2727.058594
	Iteration 3F: 3 clusters Score -531031.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -531143.312500 Penalty: 2727.058594
	Iteration 4Q: 3 clusters Score -531143.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -531234.125000 Penalty: 2727.058594
	Iteration 5Q: 3 clusters Score -531234.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -531325.625000 Penalty: 2727.058594
	Iteration 6Q: 3 clusters Score -531325.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -531400.000000 Penalty: 2727.058594
	Iteration 7Q: 3 clusters Score -531400 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -531456.000000 Penalty: 2727.058594
	Iteration 8Q: 3 clusters Score -531456 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -531513.437500 Penalty: 2727.058594
	Iteration 9Q: 3 clusters Score -531513.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -531582.062500 Penalty: 2727.058594
	Iteration 10Q: 3 clusters Score -531582.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -531641.750000 Penalty: 2727.058594
	Iteration 11Q: 3 clusters Score -531641.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -531704.375000 Penalty: 2727.058594
	Iteration 12Q: 3 clusters Score -531704.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -531774.937500 Penalty: 2727.058594
	Iteration 13Q: 3 clusters Score -531774.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -531837.187500 Penalty: 2727.058594
	Iteration 14Q: 3 clusters Score -531837.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -531896.375000 Penalty: 2727.058594
	Iteration 15Q: 3 clusters Score -531896.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -531956.312500 Penalty: 2727.058594
	Iteration 16Q: 3 clusters Score -531956.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -532025.562500 Penalty: 2727.058594
	Iteration 17Q: 3 clusters Score -532025.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -532118.437500 Penalty: 2727.058594
	Iteration 18Q: 3 clusters Score -532118.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -532216.812500 Penalty: 2727.058594
	Iteration 19Q: 3 clusters Score -532216.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -532334.125000 Penalty: 2727.058594
	Iteration 20F: 3 clusters Score -532334.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -532431.750000 Penalty: 2727.058594
	Iteration 21Q: 3 clusters Score -532431.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -532500.062500 Penalty: 2727.058594
	Iteration 22Q: 3 clusters Score -532500.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -532530.625000 Penalty: 2727.058594
	Iteration 23Q: 3 clusters Score -532530.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -532549.812500 Penalty: 2727.058594
	Iteration 24Q: 3 clusters Score -532549.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -532557.750000 Penalty: 2727.058594
	Iteration 25Q: 3 clusters Score -532557.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -532563.687500 Penalty: 2727.058594
	Iteration 26Q: 3 clusters Score -532563.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -532567.437500 Penalty: 2727.058594
	Iteration 27Q: 3 clusters Score -532567.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -532571.250000 Penalty: 2727.058594
	Iteration 28Q: 3 clusters Score -532571.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -532572.312500 Penalty: 2727.058594
	Iteration 29Q: 3 clusters Score -532572.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -532573.437500 Penalty: 2727.058594
	Iteration 30Q: 3 clusters Score -532573.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -532575.375000 Penalty: 2727.058594
	Iteration 31Q: 3 clusters Score -532575.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -532575.750000 Penalty: 2727.058594
	Iteration 32Q: 3 clusters Score -532575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -532576.937500 Penalty: 2727.058594
	Iteration 33Q: 3 clusters Score -532576.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -532578.937500 Penalty: 2727.058594
	Iteration 34Q: 3 clusters Score -532578.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -532579.437500 Penalty: 2727.058594
	Iteration 35Q: 3 clusters Score -532579.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -532580.375000 Penalty: 2727.058594
	Iteration 36Q: 3 clusters Score -532580.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -532581.562500 Penalty: 2727.058594
	Iteration 37Q: 3 clusters Score -532581.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -532582.812500 Penalty: 2727.058594
	Iteration 38Q: 3 clusters Score -532582.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -532582.812500 Penalty: 2727.058594
	Iteration 39F: 3 clusters Score -532582.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Entering Unmasked Estep 
Score: -971686.187500 Penalty: 1458.683716
	Iteration 0F: 2 clusters Score -971686.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -965899.875000 Penalty: 2917.367432
	Iteration 0F: 3 clusters Score -965899.9 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -967673.625000 Penalty: 2917.367432
	Iteration 1F: 3 clusters Score -967673.6 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -968009.187500 Penalty: 2917.367432
	Iteration 2F: 3 clusters Score -968009.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -968356.000000 Penalty: 2917.367432
	Iteration 3F: 3 clusters Score -968356 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -968678.062500 Penalty: 2917.367432
	Iteration 4F: 3 clusters Score -968678.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -968984.312500 Penalty: 2917.367432
	Iteration 5F: 3 clusters Score -968984.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -969256.812500 Penalty: 2917.367432
	Iteration 6F: 3 clusters Score -969256.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -969475.187500 Penalty: 2917.367432
	Iteration 7Q: 3 clusters Score -969475.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -969666.812500 Penalty: 2917.367432
	Iteration 8Q: 3 clusters Score -969666.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -969817.687500 Penalty: 2917.367432
	Iteration 9Q: 3 clusters Score -969817.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -969928.625000 Penalty: 2917.367432
	Iteration 10Q: 3 clusters Score -969928.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -970003.812500 Penalty: 2917.367432
	Iteration 11Q: 3 clusters Score -970003.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -970068.937500 Penalty: 2917.367432
	Iteration 12Q: 3 clusters Score -970068.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -970118.187500 Penalty: 2917.367432
	Iteration 13Q: 3 clusters Score -970118.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -970150.937500 Penalty: 2917.367432
	Iteration 14Q: 3 clusters Score -970150.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -970182.750000 Penalty: 2917.367432
	Iteration 15Q: 3 clusters Score -970182.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -970222.250000 Penalty: 2917.367432
	Iteration 16Q: 3 clusters Score -970222.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -970259.875000 Penalty: 2917.367432
	Iteration 17Q: 3 clusters Score -970259.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -970298.375000 Penalty: 2917.367432
	Iteration 18Q: 3 clusters Score -970298.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -970322.125000 Penalty: 2917.367432
	Iteration 19Q: 3 clusters Score -970322.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -970341.062500 Penalty: 2917.367432
	Iteration 20F: 3 clusters Score -970341.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -970355.125000 Penalty: 2917.367432
	Iteration 21Q: 3 clusters Score -970355.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -970363.437500 Penalty: 2917.367432
	Iteration 22Q: 3 clusters Score -970363.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -970377.812500 Penalty: 2917.367432
	Iteration 23Q: 3 clusters Score -970377.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -970399.312500 Penalty: 2917.367432
	Iteration 24Q: 3 clusters Score -970399.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -970429.375000 Penalty: 2917.367432
	Iteration 25Q: 3 clusters Score -970429.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -970448.875000 Penalty: 2917.367432
	Iteration 26Q: 3 clusters Score -970448.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -970458.187500 Penalty: 2917.367432
	Iteration 27Q: 3 clusters Score -970458.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -970473.187500 Penalty: 2917.367432
	Iteration 28Q: 3 clusters Score -970473.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -970482.812500 Penalty: 2917.367432
	Iteration 29Q: 3 clusters Score -970482.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -970493.187500 Penalty: 2917.367432
	Iteration 30Q: 3 clusters Score -970493.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -970513.250000 Penalty: 2917.367432
	Iteration 31Q: 3 clusters Score -970513.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -970532.750000 Penalty: 2917.367432
	Iteration 32Q: 3 clusters Score -970532.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -970549.000000 Penalty: 2917.367432
	Iteration 33Q: 3 clusters Score -970549 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -970565.562500 Penalty: 2917.367432
	Iteration 34Q: 3 clusters Score -970565.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -970579.687500 Penalty: 2917.367432
	Iteration 35Q: 3 clusters Score -970579.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -970592.375000 Penalty: 2917.367432
	Iteration 36Q: 3 clusters Score -970592.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -970608.937500 Penalty: 2917.367432
	Iteration 37Q: 3 clusters Score -970608.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -970623.375000 Penalty: 2917.367432
	Iteration 38Q: 3 clusters Score -970623.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -970634.062500 Penalty: 2917.367432
	Iteration 39Q: 3 clusters Score -970634.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -970641.000000 Penalty: 2917.367432
	Iteration 40F: 3 clusters Score -970641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -970652.000000 Penalty: 2917.367432
	Iteration 41Q: 3 clusters Score -970652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -970658.875000 Penalty: 2917.367432
	Iteration 42Q: 3 clusters Score -970658.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -970671.625000 Penalty: 2917.367432
	Iteration 43Q: 3 clusters Score -970671.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -970683.375000 Penalty: 2917.367432
	Iteration 44Q: 3 clusters Score -970683.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -970695.562500 Penalty: 2917.367432
	Iteration 45Q: 3 clusters Score -970695.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -970702.625000 Penalty: 2917.367432
	Iteration 46Q: 3 clusters Score -970702.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -970711.062500 Penalty: 2917.367432
	Iteration 47Q: 3 clusters Score -970711.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -970722.312500 Penalty: 2917.367432
	Iteration 48Q: 3 clusters Score -970722.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -970732.125000 Penalty: 2917.367432
	Iteration 49Q: 3 clusters Score -970732.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -970739.562500 Penalty: 2917.367432
	Iteration 50Q: 3 clusters Score -970739.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -970751.625000 Penalty: 2917.367432
	Iteration 51Q: 3 clusters Score -970751.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -970761.250000 Penalty: 2917.367432
	Iteration 52Q: 3 clusters Score -970761.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -970769.562500 Penalty: 2917.367432
	Iteration 53Q: 3 clusters Score -970769.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -970777.062500 Penalty: 2917.367432
	Iteration 54Q: 3 clusters Score -970777.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -970780.375000 Penalty: 2917.367432
	Iteration 55Q: 3 clusters Score -970780.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -970786.000000 Penalty: 2917.367432
	Iteration 56Q: 3 clusters Score -970786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -970792.312500 Penalty: 2917.367432
	Iteration 57Q: 3 clusters Score -970792.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -970794.437500 Penalty: 2917.367432
	Iteration 58Q: 3 clusters Score -970794.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -970796.187500 Penalty: 2917.367432
	Iteration 59Q: 3 clusters Score -970796.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -970802.312500 Penalty: 2917.367432
	Iteration 60F: 3 clusters Score -970802.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -970802.750000 Penalty: 2917.367432
	Iteration 61Q: 3 clusters Score -970802.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -970806.125000 Penalty: 2917.367432
	Iteration 62Q: 3 clusters Score -970806.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -970809.125000 Penalty: 2917.367432
	Iteration 63Q: 3 clusters Score -970809.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -970809.937500 Penalty: 2917.367432
	Iteration 64Q: 3 clusters Score -970809.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -970811.937500 Penalty: 2917.367432
	Iteration 65Q: 3 clusters Score -970811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -970814.000000 Penalty: 2917.367432
	Iteration 66Q: 3 clusters Score -970814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -970814.187500 Penalty: 2917.367432
	Iteration 67Q: 3 clusters Score -970814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -970814.562500 Penalty: 2917.367432
	Iteration 68Q: 3 clusters Score -970814.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -970814.562500 Penalty: 2917.367432
	Iteration 69F: 3 clusters Score -970814.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -255560.890625 Penalty: 1247.427002
	Iteration 0F: 2 clusters Score -255560.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -253393.109375 Penalty: 2494.854004
	Iteration 0F: 3 clusters Score -253393.1 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -253928.265625 Penalty: 2494.854004
	Iteration 1F: 3 clusters Score -253928.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -254098.437500 Penalty: 2494.854004
	Iteration 2F: 3 clusters Score -254098.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -254219.906250 Penalty: 2494.854004
	Iteration 3F: 3 clusters Score -254219.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -254332.218750 Penalty: 2494.854004
	Iteration 4Q: 3 clusters Score -254332.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -254440.015625 Penalty: 2494.854004
	Iteration 5Q: 3 clusters Score -254440 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -254540.250000 Penalty: 2494.854004
	Iteration 6Q: 3 clusters Score -254540.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -254611.156250 Penalty: 2494.854004
	Iteration 7Q: 3 clusters Score -254611.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -254664.765625 Penalty: 2494.854004
	Iteration 8Q: 3 clusters Score -254664.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -254703.000000 Penalty: 2494.854004
	Iteration 9Q: 3 clusters Score -254703 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -254735.546875 Penalty: 2494.854004
	Iteration 10Q: 3 clusters Score -254735.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -254766.046875 Penalty: 2494.854004
	Iteration 11Q: 3 clusters Score -254766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -254798.859375 Penalty: 2494.854004
	Iteration 12Q: 3 clusters Score -254798.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -254827.609375 Penalty: 2494.854004
	Iteration 13Q: 3 clusters Score -254827.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -254851.578125 Penalty: 2494.854004
	Iteration 14Q: 3 clusters Score -254851.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -254885.234375 Penalty: 2494.854004
	Iteration 15Q: 3 clusters Score -254885.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -254917.312500 Penalty: 2494.854004
	Iteration 16Q: 3 clusters Score -254917.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -254946.687500 Penalty: 2494.854004
	Iteration 17Q: 3 clusters Score -254946.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -254968.953125 Penalty: 2494.854004
	Iteration 18Q: 3 clusters Score -254969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -254989.500000 Penalty: 2494.854004
	Iteration 19Q: 3 clusters Score -254989.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -255008.156250 Penalty: 2494.854004
	Iteration 20F: 3 clusters Score -255008.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -255021.906250 Penalty: 2494.854004
	Iteration 21Q: 3 clusters Score -255021.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -255041.546875 Penalty: 2494.854004
	Iteration 22Q: 3 clusters Score -255041.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -255063.171875 Penalty: 2494.854004
	Iteration 23Q: 3 clusters Score -255063.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -255080.218750 Penalty: 2494.854004
	Iteration 24Q: 3 clusters Score -255080.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -255088.484375 Penalty: 2494.854004
	Iteration 25Q: 3 clusters Score -255088.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -255090.921875 Penalty: 2494.854004
	Iteration 26Q: 3 clusters Score -255090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -255090.968750 Penalty: 2494.854004
	Iteration 27Q: 3 clusters Score -255091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -255091.734375 Penalty: 2494.854004
	Iteration 28Q: 3 clusters Score -255091.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -255091.734375 Penalty: 2494.854004
	Iteration 29F: 3 clusters Score -255091.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46432 members 
Entering Unmasked Estep 
Score: -5713016.500000 Penalty: 1746.183350
	Iteration 0F: 2 clusters Score -5713016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -5682229.000000 Penalty: 3492.366699
	Iteration 0F: 3 clusters Score -5682229 nChanged 21700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 24713 members 
Entering Unmasked Estep 
Score: -5694127.500000 Penalty: 3492.366699
	Iteration 1F: 3 clusters Score -5694128 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -5694678.000000 Penalty: 3492.366699
	Iteration 2Q: 3 clusters Score -5694678 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -5695463.000000 Penalty: 3492.366699
	Iteration 3Q: 3 clusters Score -5695463 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -5696677.000000 Penalty: 3492.366699
	Iteration 4F: 3 clusters Score -5696677 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -5698782.000000 Penalty: 3492.366699
	Iteration 5F: 3 clusters Score -5698782 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -5702037.000000 Penalty: 3492.366699
	Iteration 6F: 3 clusters Score -5702037 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -5705982.500000 Penalty: 3492.366699
	Iteration 7F: 3 clusters Score -5705982 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -5709014.500000 Penalty: 3492.366699
	Iteration 8F: 3 clusters Score -5709014 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
Score: -5710434.500000 Penalty: 3492.366699
	Iteration 9Q: 3 clusters Score -5710434 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -5711068.000000 Penalty: 3492.366699
	Iteration 10Q: 3 clusters Score -5711068 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -5711279.500000 Penalty: 3492.366699
	Iteration 11Q: 3 clusters Score -5711280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -5711371.500000 Penalty: 3492.366699
	Iteration 12Q: 3 clusters Score -5711372 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -5711412.500000 Penalty: 3492.366699
	Iteration 13Q: 3 clusters Score -5711412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -5711439.500000 Penalty: 3492.366699
	Iteration 14Q: 3 clusters Score -5711440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -5711457.000000 Penalty: 3492.366699
	Iteration 15Q: 3 clusters Score -5711457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -5711465.000000 Penalty: 3492.366699
	Iteration 16Q: 3 clusters Score -5711465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 46264 members 
Entering Unmasked Estep 
Score: -5711464.000000 Penalty: 3492.366699
	Iteration 17Q: 3 clusters Score -5711464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -5711466.500000 Penalty: 3492.366699
	Iteration 18Q: 3 clusters Score -5711466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -5711467.000000 Penalty: 3492.366699
	Iteration 19Q: 3 clusters Score -5711467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -5711471.500000 Penalty: 3492.366699
	Iteration 20F: 3 clusters Score -5711472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -546288.187500 Penalty: 1364.338501
	Iteration 0F: 2 clusters Score -546288.2 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 2243 members 
Entering Unmasked Estep 
Score: -542682.687500 Penalty: 2728.677002
	Iteration 0F: 3 clusters Score -542682.7 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -543617.937500 Penalty: 2728.677002
	Iteration 1F: 3 clusters Score -543617.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -543778.250000 Penalty: 2728.677002
	Iteration 2F: 3 clusters Score -543778.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -543895.250000 Penalty: 2728.677002
	Iteration 3Q: 3 clusters Score -543895.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -543996.562500 Penalty: 2728.677002
	Iteration 4Q: 3 clusters Score -543996.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -544092.125000 Penalty: 2728.677002
	Iteration 5Q: 3 clusters Score -544092.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -544155.562500 Penalty: 2728.677002
	Iteration 6Q: 3 clusters Score -544155.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -544213.812500 Penalty: 2728.677002
	Iteration 7Q: 3 clusters Score -544213.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -544270.562500 Penalty: 2728.677002
	Iteration 8Q: 3 clusters Score -544270.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -544333.500000 Penalty: 2728.677002
	Iteration 9Q: 3 clusters Score -544333.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -544413.250000 Penalty: 2728.677002
	Iteration 10Q: 3 clusters Score -544413.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -544485.437500 Penalty: 2728.677002
	Iteration 11Q: 3 clusters Score -544485.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -544570.375000 Penalty: 2728.677002
	Iteration 12Q: 3 clusters Score -544570.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -544662.187500 Penalty: 2728.677002
	Iteration 13Q: 3 clusters Score -544662.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -544744.000000 Penalty: 2728.677002
	Iteration 14Q: 3 clusters Score -544744 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -544824.312500 Penalty: 2728.677002
	Iteration 15Q: 3 clusters Score -544824.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -544877.250000 Penalty: 2728.677002
	Iteration 16Q: 3 clusters Score -544877.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -544927.750000 Penalty: 2728.677002
	Iteration 17Q: 3 clusters Score -544927.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -544957.875000 Penalty: 2728.677002
	Iteration 18Q: 3 clusters Score -544957.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -544978.562500 Penalty: 2728.677002
	Iteration 19Q: 3 clusters Score -544978.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -544996.875000 Penalty: 2728.677002
	Iteration 20F: 3 clusters Score -544996.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -545015.562500 Penalty: 2728.677002
	Iteration 21Q: 3 clusters Score -545015.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -545028.437500 Penalty: 2728.677002
	Iteration 22Q: 3 clusters Score -545028.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -545033.875000 Penalty: 2728.677002
	Iteration 23Q: 3 clusters Score -545033.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -545040.125000 Penalty: 2728.677002
	Iteration 24Q: 3 clusters Score -545040.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -545047.000000 Penalty: 2728.677002
	Iteration 25Q: 3 clusters Score -545047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -545056.250000 Penalty: 2728.677002
	Iteration 26Q: 3 clusters Score -545056.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -545066.312500 Penalty: 2728.677002
	Iteration 27Q: 3 clusters Score -545066.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -545073.562500 Penalty: 2728.677002
	Iteration 28Q: 3 clusters Score -545073.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -545077.000000 Penalty: 2728.677002
	Iteration 29Q: 3 clusters Score -545077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -545080.875000 Penalty: 2728.677002
	Iteration 30Q: 3 clusters Score -545080.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -545088.375000 Penalty: 2728.677002
	Iteration 31Q: 3 clusters Score -545088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -545092.312500 Penalty: 2728.677002
	Iteration 32Q: 3 clusters Score -545092.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -545095.312500 Penalty: 2728.677002
	Iteration 33Q: 3 clusters Score -545095.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -545095.937500 Penalty: 2728.677002
	Iteration 34Q: 3 clusters Score -545095.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -545095.937500 Penalty: 2728.677002
	Iteration 35F: 3 clusters Score -545095.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -477955.531250 Penalty: 1343.502197
	Iteration 0F: 2 clusters Score -477955.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -474670.656250 Penalty: 2687.004395
	Iteration 0F: 3 clusters Score -474670.7 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -475520.250000 Penalty: 2687.004395
	Iteration 1F: 3 clusters Score -475520.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -475671.593750 Penalty: 2687.004395
	Iteration 2F: 3 clusters Score -475671.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -475780.500000 Penalty: 2687.004395
	Iteration 3F: 3 clusters Score -475780.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -475864.000000 Penalty: 2687.004395
	Iteration 4Q: 3 clusters Score -475864 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -475932.968750 Penalty: 2687.004395
	Iteration 5Q: 3 clusters Score -475933 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -476004.156250 Penalty: 2687.004395
	Iteration 6Q: 3 clusters Score -476004.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -476072.750000 Penalty: 2687.004395
	Iteration 7Q: 3 clusters Score -476072.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -476141.062500 Penalty: 2687.004395
	Iteration 8Q: 3 clusters Score -476141.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -476202.218750 Penalty: 2687.004395
	Iteration 9Q: 3 clusters Score -476202.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -476250.000000 Penalty: 2687.004395
	Iteration 10Q: 3 clusters Score -476250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -476292.687500 Penalty: 2687.004395
	Iteration 11Q: 3 clusters Score -476292.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -476340.625000 Penalty: 2687.004395
	Iteration 12Q: 3 clusters Score -476340.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -476368.968750 Penalty: 2687.004395
	Iteration 13Q: 3 clusters Score -476369 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -476396.156250 Penalty: 2687.004395
	Iteration 14Q: 3 clusters Score -476396.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -476416.812500 Penalty: 2687.004395
	Iteration 15Q: 3 clusters Score -476416.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -476440.031250 Penalty: 2687.004395
	Iteration 16Q: 3 clusters Score -476440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -476463.625000 Penalty: 2687.004395
	Iteration 17Q: 3 clusters Score -476463.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -476481.968750 Penalty: 2687.004395
	Iteration 18Q: 3 clusters Score -476482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -476492.687500 Penalty: 2687.004395
	Iteration 19Q: 3 clusters Score -476492.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -476503.187500 Penalty: 2687.004395
	Iteration 20F: 3 clusters Score -476503.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -476510.656250 Penalty: 2687.004395
	Iteration 21Q: 3 clusters Score -476510.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -476516.125000 Penalty: 2687.004395
	Iteration 22Q: 3 clusters Score -476516.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -476522.031250 Penalty: 2687.004395
	Iteration 23Q: 3 clusters Score -476522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -476531.500000 Penalty: 2687.004395
	Iteration 24Q: 3 clusters Score -476531.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -476546.375000 Penalty: 2687.004395
	Iteration 25Q: 3 clusters Score -476546.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -476558.906250 Penalty: 2687.004395
	Iteration 26Q: 3 clusters Score -476558.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -476573.468750 Penalty: 2687.004395
	Iteration 27Q: 3 clusters Score -476573.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -476588.812500 Penalty: 2687.004395
	Iteration 28Q: 3 clusters Score -476588.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -476604.156250 Penalty: 2687.004395
	Iteration 29Q: 3 clusters Score -476604.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -476615.125000 Penalty: 2687.004395
	Iteration 30Q: 3 clusters Score -476615.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -476621.781250 Penalty: 2687.004395
	Iteration 31Q: 3 clusters Score -476621.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -476624.250000 Penalty: 2687.004395
	Iteration 32Q: 3 clusters Score -476624.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -476630.156250 Penalty: 2687.004395
	Iteration 33Q: 3 clusters Score -476630.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -476635.312500 Penalty: 2687.004395
	Iteration 34Q: 3 clusters Score -476635.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -476636.875000 Penalty: 2687.004395
	Iteration 35Q: 3 clusters Score -476636.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -476638.687500 Penalty: 2687.004395
	Iteration 36Q: 3 clusters Score -476638.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -476640.593750 Penalty: 2687.004395
	Iteration 37Q: 3 clusters Score -476640.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -476642.218750 Penalty: 2687.004395
	Iteration 38Q: 3 clusters Score -476642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -476643.093750 Penalty: 2687.004395
	Iteration 39Q: 3 clusters Score -476643.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -476646.000000 Penalty: 2687.004395
	Iteration 40F: 3 clusters Score -476646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -476652.562500 Penalty: 2687.004395
	Iteration 41Q: 3 clusters Score -476652.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -476660.125000 Penalty: 2687.004395
	Iteration 42Q: 3 clusters Score -476660.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -476670.718750 Penalty: 2687.004395
	Iteration 43Q: 3 clusters Score -476670.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -476681.843750 Penalty: 2687.004395
	Iteration 44Q: 3 clusters Score -476681.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -476691.843750 Penalty: 2687.004395
	Iteration 45Q: 3 clusters Score -476691.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -476698.968750 Penalty: 2687.004395
	Iteration 46Q: 3 clusters Score -476699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -476706.625000 Penalty: 2687.004395
	Iteration 47Q: 3 clusters Score -476706.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -476713.156250 Penalty: 2687.004395
	Iteration 48Q: 3 clusters Score -476713.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -476719.593750 Penalty: 2687.004395
	Iteration 49Q: 3 clusters Score -476719.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -476725.000000 Penalty: 2687.004395
	Iteration 50Q: 3 clusters Score -476725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -476726.437500 Penalty: 2687.004395
	Iteration 51Q: 3 clusters Score -476726.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -476728.656250 Penalty: 2687.004395
	Iteration 52Q: 3 clusters Score -476728.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -476730.968750 Penalty: 2687.004395
	Iteration 53Q: 3 clusters Score -476731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -476732.375000 Penalty: 2687.004395
	Iteration 54Q: 3 clusters Score -476732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -476734.968750 Penalty: 2687.004395
	Iteration 55Q: 3 clusters Score -476735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -476737.093750 Penalty: 2687.004395
	Iteration 56Q: 3 clusters Score -476737.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -476739.812500 Penalty: 2687.004395
	Iteration 57Q: 3 clusters Score -476739.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -476742.656250 Penalty: 2687.004395
	Iteration 58Q: 3 clusters Score -476742.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -476746.906250 Penalty: 2687.004395
	Iteration 59Q: 3 clusters Score -476746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -476748.437500 Penalty: 2687.004395
	Iteration 60F: 3 clusters Score -476748.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -476749.593750 Penalty: 2687.004395
	Iteration 61Q: 3 clusters Score -476749.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -476749.562500 Penalty: 2687.004395
	Iteration 62Q: 3 clusters Score -476749.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -476751.968750 Penalty: 2687.004395
	Iteration 63Q: 3 clusters Score -476752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -476752.750000 Penalty: 2687.004395
	Iteration 64Q: 3 clusters Score -476752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -476754.156250 Penalty: 2687.004395
	Iteration 65Q: 3 clusters Score -476754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -476755.187500 Penalty: 2687.004395
	Iteration 66Q: 3 clusters Score -476755.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -476756.156250 Penalty: 2687.004395
	Iteration 67Q: 3 clusters Score -476756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -476757.718750 Penalty: 2687.004395
	Iteration 68Q: 3 clusters Score -476757.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -476760.500000 Penalty: 2687.004395
	Iteration 69Q: 3 clusters Score -476760.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -476760.968750 Penalty: 2687.004395
	Iteration 70Q: 3 clusters Score -476761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -476761.687500 Penalty: 2687.004395
	Iteration 71Q: 3 clusters Score -476761.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -476761.687500 Penalty: 2687.004395
	Iteration 72F: 3 clusters Score -476761.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Entering Unmasked Estep 
Score: -372623.218750 Penalty: 1302.006836
	Iteration 0F: 2 clusters Score -372623.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -369868.968750 Penalty: 2604.013672
	Iteration 0F: 3 clusters Score -369869 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -370550.187500 Penalty: 2604.013672
	Iteration 1F: 3 clusters Score -370550.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -370706.875000 Penalty: 2604.013672
	Iteration 2F: 3 clusters Score -370706.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -370814.093750 Penalty: 2604.013672
	Iteration 3F: 3 clusters Score -370814.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -370886.875000 Penalty: 2604.013672
	Iteration 4Q: 3 clusters Score -370886.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -370934.093750 Penalty: 2604.013672
	Iteration 5Q: 3 clusters Score -370934.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -370965.437500 Penalty: 2604.013672
	Iteration 6Q: 3 clusters Score -370965.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -370991.500000 Penalty: 2604.013672
	Iteration 7Q: 3 clusters Score -370991.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -371015.062500 Penalty: 2604.013672
	Iteration 8Q: 3 clusters Score -371015.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -371032.906250 Penalty: 2604.013672
	Iteration 9Q: 3 clusters Score -371032.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -371049.500000 Penalty: 2604.013672
	Iteration 10Q: 3 clusters Score -371049.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -371058.968750 Penalty: 2604.013672
	Iteration 11Q: 3 clusters Score -371059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -371068.343750 Penalty: 2604.013672
	Iteration 12Q: 3 clusters Score -371068.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -371077.812500 Penalty: 2604.013672
	Iteration 13Q: 3 clusters Score -371077.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -371087.531250 Penalty: 2604.013672
	Iteration 14Q: 3 clusters Score -371087.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -371097.062500 Penalty: 2604.013672
	Iteration 15Q: 3 clusters Score -371097.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -371103.906250 Penalty: 2604.013672
	Iteration 16Q: 3 clusters Score -371103.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -371105.531250 Penalty: 2604.013672
	Iteration 17Q: 3 clusters Score -371105.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -371106.531250 Penalty: 2604.013672
	Iteration 18Q: 3 clusters Score -371106.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -371109.500000 Penalty: 2604.013672
	Iteration 19Q: 3 clusters Score -371109.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -371113.000000 Penalty: 2604.013672
	Iteration 20F: 3 clusters Score -371113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -371114.843750 Penalty: 2604.013672
	Iteration 21Q: 3 clusters Score -371114.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -371117.843750 Penalty: 2604.013672
	Iteration 22Q: 3 clusters Score -371117.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -371121.656250 Penalty: 2604.013672
	Iteration 23Q: 3 clusters Score -371121.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -371123.968750 Penalty: 2604.013672
	Iteration 24Q: 3 clusters Score -371124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -371127.437500 Penalty: 2604.013672
	Iteration 25Q: 3 clusters Score -371127.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -371128.906250 Penalty: 2604.013672
	Iteration 26Q: 3 clusters Score -371128.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -371130.937500 Penalty: 2604.013672
	Iteration 27Q: 3 clusters Score -371130.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -371132.093750 Penalty: 2604.013672
	Iteration 28Q: 3 clusters Score -371132.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -371134.812500 Penalty: 2604.013672
	Iteration 29Q: 3 clusters Score -371134.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -371139.062500 Penalty: 2604.013672
	Iteration 30Q: 3 clusters Score -371139.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -371147.000000 Penalty: 2604.013672
	Iteration 31Q: 3 clusters Score -371147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -371156.625000 Penalty: 2604.013672
	Iteration 32Q: 3 clusters Score -371156.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -371163.031250 Penalty: 2604.013672
	Iteration 33Q: 3 clusters Score -371163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -371169.625000 Penalty: 2604.013672
	Iteration 34Q: 3 clusters Score -371169.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -371176.656250 Penalty: 2604.013672
	Iteration 35Q: 3 clusters Score -371176.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -371187.343750 Penalty: 2604.013672
	Iteration 36Q: 3 clusters Score -371187.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -371201.750000 Penalty: 2604.013672
	Iteration 37Q: 3 clusters Score -371201.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -371213.125000 Penalty: 2604.013672
	Iteration 38Q: 3 clusters Score -371213.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -371222.750000 Penalty: 2604.013672
	Iteration 39Q: 3 clusters Score -371222.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -371232.187500 Penalty: 2604.013672
	Iteration 40F: 3 clusters Score -371232.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -371239.718750 Penalty: 2604.013672
	Iteration 41Q: 3 clusters Score -371239.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -371249.250000 Penalty: 2604.013672
	Iteration 42Q: 3 clusters Score -371249.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -371258.875000 Penalty: 2604.013672
	Iteration 43Q: 3 clusters Score -371258.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -371268.937500 Penalty: 2604.013672
	Iteration 44Q: 3 clusters Score -371268.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -371281.687500 Penalty: 2604.013672
	Iteration 45Q: 3 clusters Score -371281.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -371297.468750 Penalty: 2604.013672
	Iteration 46Q: 3 clusters Score -371297.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -371313.375000 Penalty: 2604.013672
	Iteration 47Q: 3 clusters Score -371313.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -371330.093750 Penalty: 2604.013672
	Iteration 48Q: 3 clusters Score -371330.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -371338.218750 Penalty: 2604.013672
	Iteration 49Q: 3 clusters Score -371338.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -371348.187500 Penalty: 2604.013672
	Iteration 50Q: 3 clusters Score -371348.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -371355.125000 Penalty: 2604.013672
	Iteration 51Q: 3 clusters Score -371355.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -371363.750000 Penalty: 2604.013672
	Iteration 52Q: 3 clusters Score -371363.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -371373.843750 Penalty: 2604.013672
	Iteration 53Q: 3 clusters Score -371373.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -371382.062500 Penalty: 2604.013672
	Iteration 54Q: 3 clusters Score -371382.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -371391.718750 Penalty: 2604.013672
	Iteration 55Q: 3 clusters Score -371391.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -371401.250000 Penalty: 2604.013672
	Iteration 56Q: 3 clusters Score -371401.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -371410.343750 Penalty: 2604.013672
	Iteration 57Q: 3 clusters Score -371410.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -371416.437500 Penalty: 2604.013672
	Iteration 58Q: 3 clusters Score -371416.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -371420.031250 Penalty: 2604.013672
	Iteration 59Q: 3 clusters Score -371420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -371425.406250 Penalty: 2604.013672
	Iteration 60F: 3 clusters Score -371425.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -371427.593750 Penalty: 2604.013672
	Iteration 61Q: 3 clusters Score -371427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -371430.343750 Penalty: 2604.013672
	Iteration 62Q: 3 clusters Score -371430.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -371432.187500 Penalty: 2604.013672
	Iteration 63Q: 3 clusters Score -371432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -371433.656250 Penalty: 2604.013672
	Iteration 64Q: 3 clusters Score -371433.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -371434.218750 Penalty: 2604.013672
	Iteration 65Q: 3 clusters Score -371434.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -371434.218750 Penalty: 2604.013672
	Iteration 66F: 3 clusters Score -371434.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Entering Unmasked Estep 
Score: -369690.906250 Penalty: 1302.114380
	Iteration 0F: 2 clusters Score -369690.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -366961.406250 Penalty: 2604.228760
	Iteration 0F: 3 clusters Score -366961.4 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -367643.781250 Penalty: 2604.228760
	Iteration 1F: 3 clusters Score -367643.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -367840.250000 Penalty: 2604.228760
	Iteration 2F: 3 clusters Score -367840.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -367981.218750 Penalty: 2604.228760
	Iteration 3F: 3 clusters Score -367981.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -368102.437500 Penalty: 2604.228760
	Iteration 4F: 3 clusters Score -368102.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -368181.375000 Penalty: 2604.228760
	Iteration 5Q: 3 clusters Score -368181.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -368239.500000 Penalty: 2604.228760
	Iteration 6Q: 3 clusters Score -368239.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -368298.656250 Penalty: 2604.228760
	Iteration 7Q: 3 clusters Score -368298.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -368344.968750 Penalty: 2604.228760
	Iteration 8Q: 3 clusters Score -368345 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -368385.406250 Penalty: 2604.228760
	Iteration 9Q: 3 clusters Score -368385.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -368419.031250 Penalty: 2604.228760
	Iteration 10Q: 3 clusters Score -368419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -368452.593750 Penalty: 2604.228760
	Iteration 11Q: 3 clusters Score -368452.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -368476.781250 Penalty: 2604.228760
	Iteration 12Q: 3 clusters Score -368476.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -368499.281250 Penalty: 2604.228760
	Iteration 13Q: 3 clusters Score -368499.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -368510.406250 Penalty: 2604.228760
	Iteration 14Q: 3 clusters Score -368510.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -368524.375000 Penalty: 2604.228760
	Iteration 15Q: 3 clusters Score -368524.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -368536.968750 Penalty: 2604.228760
	Iteration 16Q: 3 clusters Score -368537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -368548.593750 Penalty: 2604.228760
	Iteration 17Q: 3 clusters Score -368548.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -368554.062500 Penalty: 2604.228760
	Iteration 18Q: 3 clusters Score -368554.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -368562.750000 Penalty: 2604.228760
	Iteration 19Q: 3 clusters Score -368562.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -368570.156250 Penalty: 2604.228760
	Iteration 20F: 3 clusters Score -368570.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -368577.562500 Penalty: 2604.228760
	Iteration 21Q: 3 clusters Score -368577.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -368581.156250 Penalty: 2604.228760
	Iteration 22Q: 3 clusters Score -368581.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -368586.187500 Penalty: 2604.228760
	Iteration 23Q: 3 clusters Score -368586.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -368589.843750 Penalty: 2604.228760
	Iteration 24Q: 3 clusters Score -368589.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -368595.156250 Penalty: 2604.228760
	Iteration 25Q: 3 clusters Score -368595.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -368597.968750 Penalty: 2604.228760
	Iteration 26Q: 3 clusters Score -368598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -368600.250000 Penalty: 2604.228760
	Iteration 27Q: 3 clusters Score -368600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -368601.781250 Penalty: 2604.228760
	Iteration 28Q: 3 clusters Score -368601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -368601.781250 Penalty: 2604.228760
	Iteration 29F: 3 clusters Score -368601.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -416303.500000 Penalty: 1329.438599
	Iteration 0F: 2 clusters Score -416303.5 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 1757 members 
Entering Unmasked Estep 
Score: -413229.531250 Penalty: 2658.877197
	Iteration 0F: 3 clusters Score -413229.5 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -414028.750000 Penalty: 2658.877197
	Iteration 1F: 3 clusters Score -414028.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -414194.343750 Penalty: 2658.877197
	Iteration 2F: 3 clusters Score -414194.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -414305.031250 Penalty: 2658.877197
	Iteration 3F: 3 clusters Score -414305 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -414365.156250 Penalty: 2658.877197
	Iteration 4Q: 3 clusters Score -414365.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -414405.531250 Penalty: 2658.877197
	Iteration 5Q: 3 clusters Score -414405.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -414437.562500 Penalty: 2658.877197
	Iteration 6Q: 3 clusters Score -414437.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -414463.000000 Penalty: 2658.877197
	Iteration 7Q: 3 clusters Score -414463 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -414481.062500 Penalty: 2658.877197
	Iteration 8Q: 3 clusters Score -414481.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -414498.875000 Penalty: 2658.877197
	Iteration 9Q: 3 clusters Score -414498.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -414510.687500 Penalty: 2658.877197
	Iteration 10Q: 3 clusters Score -414510.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -414521.218750 Penalty: 2658.877197
	Iteration 11Q: 3 clusters Score -414521.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -414528.000000 Penalty: 2658.877197
	Iteration 12Q: 3 clusters Score -414528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -414535.156250 Penalty: 2658.877197
	Iteration 13Q: 3 clusters Score -414535.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -414542.500000 Penalty: 2658.877197
	Iteration 14Q: 3 clusters Score -414542.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -414545.562500 Penalty: 2658.877197
	Iteration 15Q: 3 clusters Score -414545.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -414549.187500 Penalty: 2658.877197
	Iteration 16Q: 3 clusters Score -414549.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -414552.843750 Penalty: 2658.877197
	Iteration 17Q: 3 clusters Score -414552.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -414558.031250 Penalty: 2658.877197
	Iteration 18Q: 3 clusters Score -414558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -414563.437500 Penalty: 2658.877197
	Iteration 19Q: 3 clusters Score -414563.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -414565.562500 Penalty: 2658.877197
	Iteration 20F: 3 clusters Score -414565.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -414567.125000 Penalty: 2658.877197
	Iteration 21Q: 3 clusters Score -414567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -414568.406250 Penalty: 2658.877197
	Iteration 22Q: 3 clusters Score -414568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -414569.187500 Penalty: 2658.877197
	Iteration 23Q: 3 clusters Score -414569.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -414570.687500 Penalty: 2658.877197
	Iteration 24Q: 3 clusters Score -414570.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -414571.750000 Penalty: 2658.877197
	Iteration 25Q: 3 clusters Score -414571.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -414573.125000 Penalty: 2658.877197
	Iteration 26Q: 3 clusters Score -414573.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -414574.968750 Penalty: 2658.877197
	Iteration 27Q: 3 clusters Score -414575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -414576.875000 Penalty: 2658.877197
	Iteration 28Q: 3 clusters Score -414576.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -414577.343750 Penalty: 2658.877197
	Iteration 29Q: 3 clusters Score -414577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -414579.187500 Penalty: 2658.877197
	Iteration 30Q: 3 clusters Score -414579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -414580.125000 Penalty: 2658.877197
	Iteration 31Q: 3 clusters Score -414580.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -414583.250000 Penalty: 2658.877197
	Iteration 32Q: 3 clusters Score -414583.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -414586.687500 Penalty: 2658.877197
	Iteration 33Q: 3 clusters Score -414586.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -414589.875000 Penalty: 2658.877197
	Iteration 34Q: 3 clusters Score -414589.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -414591.343750 Penalty: 2658.877197
	Iteration 35Q: 3 clusters Score -414591.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -414592.125000 Penalty: 2658.877197
	Iteration 36Q: 3 clusters Score -414592.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -414592.656250 Penalty: 2658.877197
	Iteration 37Q: 3 clusters Score -414592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -414593.125000 Penalty: 2658.877197
	Iteration 38Q: 3 clusters Score -414593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -414593.531250 Penalty: 2658.877197
	Iteration 39Q: 3 clusters Score -414593.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -414594.125000 Penalty: 2658.877197
	Iteration 40F: 3 clusters Score -414594.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -414593.218750 Penalty: 2658.877197
	Iteration 41Q: 3 clusters Score -414593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -414593.906250 Penalty: 2658.877197
	Iteration 42Q: 3 clusters Score -414593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -414594.718750 Penalty: 2658.877197
	Iteration 43Q: 3 clusters Score -414594.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -414594.968750 Penalty: 2658.877197
	Iteration 44Q: 3 clusters Score -414595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -414595.437500 Penalty: 2658.877197
	Iteration 45Q: 3 clusters Score -414595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -414596.718750 Penalty: 2658.877197
	Iteration 46Q: 3 clusters Score -414596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -414597.343750 Penalty: 2658.877197
	Iteration 47Q: 3 clusters Score -414597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -414597.718750 Penalty: 2658.877197
	Iteration 48Q: 3 clusters Score -414597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -414597.843750 Penalty: 2658.877197
	Iteration 49Q: 3 clusters Score -414597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -414599.156250 Penalty: 2658.877197
	Iteration 50Q: 3 clusters Score -414599.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -414599.656250 Penalty: 2658.877197
	Iteration 51Q: 3 clusters Score -414599.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -414600.187500 Penalty: 2658.877197
	Iteration 52Q: 3 clusters Score -414600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -414600.906250 Penalty: 2658.877197
	Iteration 53Q: 3 clusters Score -414600.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -414602.875000 Penalty: 2658.877197
	Iteration 54Q: 3 clusters Score -414602.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -414605.218750 Penalty: 2658.877197
	Iteration 55Q: 3 clusters Score -414605.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -414606.406250 Penalty: 2658.877197
	Iteration 56Q: 3 clusters Score -414606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -414607.718750 Penalty: 2658.877197
	Iteration 57Q: 3 clusters Score -414607.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -414612.062500 Penalty: 2658.877197
	Iteration 58Q: 3 clusters Score -414612.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -414616.468750 Penalty: 2658.877197
	Iteration 59Q: 3 clusters Score -414616.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -414627.000000 Penalty: 2658.877197
	Iteration 60F: 3 clusters Score -414627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -414638.468750 Penalty: 2658.877197
	Iteration 61Q: 3 clusters Score -414638.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -414649.781250 Penalty: 2658.877197
	Iteration 62Q: 3 clusters Score -414649.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -414663.375000 Penalty: 2658.877197
	Iteration 63Q: 3 clusters Score -414663.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -414679.218750 Penalty: 2658.877197
	Iteration 64Q: 3 clusters Score -414679.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -414697.000000 Penalty: 2658.877197
	Iteration 65Q: 3 clusters Score -414697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -414715.281250 Penalty: 2658.877197
	Iteration 66Q: 3 clusters Score -414715.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -414737.906250 Penalty: 2658.877197
	Iteration 67Q: 3 clusters Score -414737.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -414767.968750 Penalty: 2658.877197
	Iteration 68Q: 3 clusters Score -414768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -414804.593750 Penalty: 2658.877197
	Iteration 69Q: 3 clusters Score -414804.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -414838.656250 Penalty: 2658.877197
	Iteration 70Q: 3 clusters Score -414838.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -414870.656250 Penalty: 2658.877197
	Iteration 71Q: 3 clusters Score -414870.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -414901.281250 Penalty: 2658.877197
	Iteration 72Q: 3 clusters Score -414901.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -414932.687500 Penalty: 2658.877197
	Iteration 73Q: 3 clusters Score -414932.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -414965.312500 Penalty: 2658.877197
	Iteration 74Q: 3 clusters Score -414965.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -414991.906250 Penalty: 2658.877197
	Iteration 75Q: 3 clusters Score -414991.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -415023.093750 Penalty: 2658.877197
	Iteration 76Q: 3 clusters Score -415023.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -415042.531250 Penalty: 2658.877197
	Iteration 77Q: 3 clusters Score -415042.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -415062.156250 Penalty: 2658.877197
	Iteration 78Q: 3 clusters Score -415062.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -415074.843750 Penalty: 2658.877197
	Iteration 79Q: 3 clusters Score -415074.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -415085.500000 Penalty: 2658.877197
	Iteration 80F: 3 clusters Score -415085.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -415094.781250 Penalty: 2658.877197
	Iteration 81Q: 3 clusters Score -415094.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -415105.312500 Penalty: 2658.877197
	Iteration 82Q: 3 clusters Score -415105.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -415119.312500 Penalty: 2658.877197
	Iteration 83Q: 3 clusters Score -415119.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -415129.437500 Penalty: 2658.877197
	Iteration 84Q: 3 clusters Score -415129.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -415135.312500 Penalty: 2658.877197
	Iteration 85Q: 3 clusters Score -415135.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -415141.281250 Penalty: 2658.877197
	Iteration 86Q: 3 clusters Score -415141.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -415146.843750 Penalty: 2658.877197
	Iteration 87Q: 3 clusters Score -415146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -415149.250000 Penalty: 2658.877197
	Iteration 88Q: 3 clusters Score -415149.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -415150.937500 Penalty: 2658.877197
	Iteration 89Q: 3 clusters Score -415150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -415151.625000 Penalty: 2658.877197
	Iteration 90Q: 3 clusters Score -415151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -415151.718750 Penalty: 2658.877197
	Iteration 91Q: 3 clusters Score -415151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -415152.000000 Penalty: 2658.877197
	Iteration 92Q: 3 clusters Score -415152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -415151.968750 Penalty: 2658.877197
	Iteration 93Q: 3 clusters Score -415152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -415151.968750 Penalty: 2658.877197
	Iteration 94F: 3 clusters Score -415152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -128692.429688 Penalty: 1134.111084
	Iteration 0F: 2 clusters Score -128692.4 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 518 members 
Entering Unmasked Estep 
Score: -127197.335938 Penalty: 2268.222168
	Iteration 0F: 3 clusters Score -127197.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -127500.406250 Penalty: 2268.222168
	Iteration 1F: 3 clusters Score -127500.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -127606.523438 Penalty: 2268.222168
	Iteration 2F: 3 clusters Score -127606.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -127655.242188 Penalty: 2268.222168
	Iteration 3Q: 3 clusters Score -127655.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -127696.406250 Penalty: 2268.222168
	Iteration 4Q: 3 clusters Score -127696.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -127737.765625 Penalty: 2268.222168
	Iteration 5Q: 3 clusters Score -127737.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -127749.007812 Penalty: 2268.222168
	Iteration 6Q: 3 clusters Score -127749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -127763.429688 Penalty: 2268.222168
	Iteration 7Q: 3 clusters Score -127763.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -127773.585938 Penalty: 2268.222168
	Iteration 8Q: 3 clusters Score -127773.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -127777.460938 Penalty: 2268.222168
	Iteration 9Q: 3 clusters Score -127777.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -127781.210938 Penalty: 2268.222168
	Iteration 10Q: 3 clusters Score -127781.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -127790.734375 Penalty: 2268.222168
	Iteration 11Q: 3 clusters Score -127790.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -127798.585938 Penalty: 2268.222168
	Iteration 12Q: 3 clusters Score -127798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -127803.867188 Penalty: 2268.222168
	Iteration 13Q: 3 clusters Score -127803.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -127809.320312 Penalty: 2268.222168
	Iteration 14Q: 3 clusters Score -127809.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -127811.968750 Penalty: 2268.222168
	Iteration 15Q: 3 clusters Score -127812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -127819.242188 Penalty: 2268.222168
	Iteration 16Q: 3 clusters Score -127819.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -127820.625000 Penalty: 2268.222168
	Iteration 17Q: 3 clusters Score -127820.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -127821.148438 Penalty: 2268.222168
	Iteration 18Q: 3 clusters Score -127821.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -127821.148438 Penalty: 2268.222168
	Iteration 19F: 3 clusters Score -127821.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Entering Unmasked Estep 
Score: -1659708.375000 Penalty: 1543.996460
	Iteration 0F: 2 clusters Score -1659708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1650413.875000 Penalty: 3087.992920
	Iteration 0F: 3 clusters Score -1650414 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1653537.250000 Penalty: 3087.992920
	Iteration 1F: 3 clusters Score -1653537 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1653786.750000 Penalty: 3087.992920
	Iteration 2F: 3 clusters Score -1653787 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1654018.375000 Penalty: 3087.992920
	Iteration 3Q: 3 clusters Score -1654018 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1654249.625000 Penalty: 3087.992920
	Iteration 4Q: 3 clusters Score -1654250 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1654467.250000 Penalty: 3087.992920
	Iteration 5Q: 3 clusters Score -1654467 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1654692.000000 Penalty: 3087.992920
	Iteration 6Q: 3 clusters Score -1654692 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1654945.750000 Penalty: 3087.992920
	Iteration 7Q: 3 clusters Score -1654946 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1655237.625000 Penalty: 3087.992920
	Iteration 8Q: 3 clusters Score -1655238 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1655575.250000 Penalty: 3087.992920
	Iteration 9Q: 3 clusters Score -1655575 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1655952.250000 Penalty: 3087.992920
	Iteration 10Q: 3 clusters Score -1655952 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1656295.625000 Penalty: 3087.992920
	Iteration 11Q: 3 clusters Score -1656296 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1656583.125000 Penalty: 3087.992920
	Iteration 12Q: 3 clusters Score -1656583 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1656825.875000 Penalty: 3087.992920
	Iteration 13Q: 3 clusters Score -1656826 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1656986.375000 Penalty: 3087.992920
	Iteration 14Q: 3 clusters Score -1656986 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1657099.125000 Penalty: 3087.992920
	Iteration 15Q: 3 clusters Score -1657099 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1657172.000000 Penalty: 3087.992920
	Iteration 16Q: 3 clusters Score -1657172 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1657232.375000 Penalty: 3087.992920
	Iteration 17Q: 3 clusters Score -1657232 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1657282.250000 Penalty: 3087.992920
	Iteration 18Q: 3 clusters Score -1657282 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1657346.000000 Penalty: 3087.992920
	Iteration 19Q: 3 clusters Score -1657346 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1657407.500000 Penalty: 3087.992920
	Iteration 20F: 3 clusters Score -1657408 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1657452.750000 Penalty: 3087.992920
	Iteration 21Q: 3 clusters Score -1657453 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1657493.250000 Penalty: 3087.992920
	Iteration 22Q: 3 clusters Score -1657493 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1657526.875000 Penalty: 3087.992920
	Iteration 23Q: 3 clusters Score -1657527 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1657564.250000 Penalty: 3087.992920
	Iteration 24Q: 3 clusters Score -1657564 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1657587.750000 Penalty: 3087.992920
	Iteration 25Q: 3 clusters Score -1657588 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1657611.500000 Penalty: 3087.992920
	Iteration 26Q: 3 clusters Score -1657612 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1657634.625000 Penalty: 3087.992920
	Iteration 27Q: 3 clusters Score -1657635 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1657654.750000 Penalty: 3087.992920
	Iteration 28Q: 3 clusters Score -1657655 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1657677.750000 Penalty: 3087.992920
	Iteration 29Q: 3 clusters Score -1657678 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1657689.125000 Penalty: 3087.992920
	Iteration 30Q: 3 clusters Score -1657689 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1657707.500000 Penalty: 3087.992920
	Iteration 31Q: 3 clusters Score -1657708 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1657724.875000 Penalty: 3087.992920
	Iteration 32Q: 3 clusters Score -1657725 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1657733.500000 Penalty: 3087.992920
	Iteration 33Q: 3 clusters Score -1657734 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1657744.875000 Penalty: 3087.992920
	Iteration 34Q: 3 clusters Score -1657745 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1657756.125000 Penalty: 3087.992920
	Iteration 35Q: 3 clusters Score -1657756 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1657767.625000 Penalty: 3087.992920
	Iteration 36Q: 3 clusters Score -1657768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1657778.875000 Penalty: 3087.992920
	Iteration 37Q: 3 clusters Score -1657779 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1657786.250000 Penalty: 3087.992920
	Iteration 38Q: 3 clusters Score -1657786 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1657795.500000 Penalty: 3087.992920
	Iteration 39Q: 3 clusters Score -1657796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1657804.000000 Penalty: 3087.992920
	Iteration 40F: 3 clusters Score -1657804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1657817.375000 Penalty: 3087.992920
	Iteration 41Q: 3 clusters Score -1657817 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1657821.500000 Penalty: 3087.992920
	Iteration 42Q: 3 clusters Score -1657822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1657827.250000 Penalty: 3087.992920
	Iteration 43Q: 3 clusters Score -1657827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1657839.750000 Penalty: 3087.992920
	Iteration 44Q: 3 clusters Score -1657840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1657846.125000 Penalty: 3087.992920
	Iteration 45Q: 3 clusters Score -1657846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1657853.500000 Penalty: 3087.992920
	Iteration 46Q: 3 clusters Score -1657854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1657865.875000 Penalty: 3087.992920
	Iteration 47Q: 3 clusters Score -1657866 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1657873.375000 Penalty: 3087.992920
	Iteration 48Q: 3 clusters Score -1657873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1657881.000000 Penalty: 3087.992920
	Iteration 49Q: 3 clusters Score -1657881 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1657891.000000 Penalty: 3087.992920
	Iteration 50Q: 3 clusters Score -1657891 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1657902.250000 Penalty: 3087.992920
	Iteration 51Q: 3 clusters Score -1657902 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1657911.125000 Penalty: 3087.992920
	Iteration 52Q: 3 clusters Score -1657911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1657916.500000 Penalty: 3087.992920
	Iteration 53Q: 3 clusters Score -1657916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1657923.375000 Penalty: 3087.992920
	Iteration 54Q: 3 clusters Score -1657923 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1657931.000000 Penalty: 3087.992920
	Iteration 55Q: 3 clusters Score -1657931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1657949.500000 Penalty: 3087.992920
	Iteration 56Q: 3 clusters Score -1657950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1657953.875000 Penalty: 3087.992920
	Iteration 57Q: 3 clusters Score -1657954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1657969.250000 Penalty: 3087.992920
	Iteration 58Q: 3 clusters Score -1657969 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1657975.875000 Penalty: 3087.992920
	Iteration 59Q: 3 clusters Score -1657976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1657991.750000 Penalty: 3087.992920
	Iteration 60F: 3 clusters Score -1657992 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1658000.375000 Penalty: 3087.992920
	Iteration 61Q: 3 clusters Score -1658000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1658024.250000 Penalty: 3087.992920
	Iteration 62Q: 3 clusters Score -1658024 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1658031.750000 Penalty: 3087.992920
	Iteration 63Q: 3 clusters Score -1658032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1658049.125000 Penalty: 3087.992920
	Iteration 64Q: 3 clusters Score -1658049 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1658069.250000 Penalty: 3087.992920
	Iteration 65Q: 3 clusters Score -1658069 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1658081.125000 Penalty: 3087.992920
	Iteration 66Q: 3 clusters Score -1658081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1658091.875000 Penalty: 3087.992920
	Iteration 67Q: 3 clusters Score -1658092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1658102.500000 Penalty: 3087.992920
	Iteration 68Q: 3 clusters Score -1658102 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1658117.000000 Penalty: 3087.992920
	Iteration 69Q: 3 clusters Score -1658117 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1658127.125000 Penalty: 3087.992920
	Iteration 70Q: 3 clusters Score -1658127 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1658142.125000 Penalty: 3087.992920
	Iteration 71Q: 3 clusters Score -1658142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1658145.500000 Penalty: 3087.992920
	Iteration 72Q: 3 clusters Score -1658146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1658153.250000 Penalty: 3087.992920
	Iteration 73Q: 3 clusters Score -1658153 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1658167.375000 Penalty: 3087.992920
	Iteration 74Q: 3 clusters Score -1658167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1658176.500000 Penalty: 3087.992920
	Iteration 75Q: 3 clusters Score -1658176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1658189.125000 Penalty: 3087.992920
	Iteration 76Q: 3 clusters Score -1658189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1658199.875000 Penalty: 3087.992920
	Iteration 77Q: 3 clusters Score -1658200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1658208.625000 Penalty: 3087.992920
	Iteration 78Q: 3 clusters Score -1658209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1658213.250000 Penalty: 3087.992920
	Iteration 79Q: 3 clusters Score -1658213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1658220.500000 Penalty: 3087.992920
	Iteration 80F: 3 clusters Score -1658220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1658226.375000 Penalty: 3087.992920
	Iteration 81Q: 3 clusters Score -1658226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1658228.500000 Penalty: 3087.992920
	Iteration 82Q: 3 clusters Score -1658228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1658232.125000 Penalty: 3087.992920
	Iteration 83Q: 3 clusters Score -1658232 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1658233.875000 Penalty: 3087.992920
	Iteration 84Q: 3 clusters Score -1658234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1658238.250000 Penalty: 3087.992920
	Iteration 85Q: 3 clusters Score -1658238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1658245.875000 Penalty: 3087.992920
	Iteration 86Q: 3 clusters Score -1658246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1658246.375000 Penalty: 3087.992920
	Iteration 87Q: 3 clusters Score -1658246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1658252.750000 Penalty: 3087.992920
	Iteration 88Q: 3 clusters Score -1658253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1658253.750000 Penalty: 3087.992920
	Iteration 89Q: 3 clusters Score -1658254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1658256.250000 Penalty: 3087.992920
	Iteration 90Q: 3 clusters Score -1658256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1658262.125000 Penalty: 3087.992920
	Iteration 91Q: 3 clusters Score -1658262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1658264.750000 Penalty: 3087.992920
	Iteration 92Q: 3 clusters Score -1658265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1658263.875000 Penalty: 3087.992920
	Iteration 93Q: 3 clusters Score -1658264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1658265.375000 Penalty: 3087.992920
	Iteration 94Q: 3 clusters Score -1658265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1658267.125000 Penalty: 3087.992920
	Iteration 95Q: 3 clusters Score -1658267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1658269.375000 Penalty: 3087.992920
	Iteration 96Q: 3 clusters Score -1658269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1658270.875000 Penalty: 3087.992920
	Iteration 97Q: 3 clusters Score -1658271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1658272.750000 Penalty: 3087.992920
	Iteration 98Q: 3 clusters Score -1658273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1658275.875000 Penalty: 3087.992920
	Iteration 99Q: 3 clusters Score -1658276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1658273.375000 Penalty: 3087.992920
	Iteration 100F: 3 clusters Score -1658273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1658277.375000 Penalty: 3087.992920
	Iteration 101Q: 3 clusters Score -1658277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1658278.500000 Penalty: 3087.992920
	Iteration 102Q: 3 clusters Score -1658278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1658283.375000 Penalty: 3087.992920
	Iteration 103Q: 3 clusters Score -1658283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1658285.125000 Penalty: 3087.992920
	Iteration 104Q: 3 clusters Score -1658285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1658285.625000 Penalty: 3087.992920
	Iteration 105Q: 3 clusters Score -1658286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1658290.375000 Penalty: 3087.992920
	Iteration 106Q: 3 clusters Score -1658290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1658294.625000 Penalty: 3087.992920
	Iteration 107Q: 3 clusters Score -1658295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1658299.625000 Penalty: 3087.992920
	Iteration 108Q: 3 clusters Score -1658300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1658301.000000 Penalty: 3087.992920
	Iteration 109Q: 3 clusters Score -1658301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1658309.000000 Penalty: 3087.992920
	Iteration 110Q: 3 clusters Score -1658309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1658308.250000 Penalty: 3087.992920
	Iteration 111Q: 3 clusters Score -1658308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1658312.625000 Penalty: 3087.992920
	Iteration 112Q: 3 clusters Score -1658313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1658319.875000 Penalty: 3087.992920
	Iteration 113Q: 3 clusters Score -1658320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1658322.125000 Penalty: 3087.992920
	Iteration 114Q: 3 clusters Score -1658322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1658330.000000 Penalty: 3087.992920
	Iteration 115Q: 3 clusters Score -1658330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1658330.125000 Penalty: 3087.992920
	Iteration 116Q: 3 clusters Score -1658330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1658333.500000 Penalty: 3087.992920
	Iteration 117Q: 3 clusters Score -1658334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1658340.750000 Penalty: 3087.992920
	Iteration 118Q: 3 clusters Score -1658341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1658342.625000 Penalty: 3087.992920
	Iteration 119Q: 3 clusters Score -1658343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1658342.875000 Penalty: 3087.992920
	Iteration 120F: 3 clusters Score -1658343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1658349.375000 Penalty: 3087.992920
	Iteration 121Q: 3 clusters Score -1658349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1658354.875000 Penalty: 3087.992920
	Iteration 122Q: 3 clusters Score -1658355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1658356.250000 Penalty: 3087.992920
	Iteration 123Q: 3 clusters Score -1658356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1658358.750000 Penalty: 3087.992920
	Iteration 124Q: 3 clusters Score -1658359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1658360.000000 Penalty: 3087.992920
	Iteration 125Q: 3 clusters Score -1658360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1658363.625000 Penalty: 3087.992920
	Iteration 126Q: 3 clusters Score -1658364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1658367.000000 Penalty: 3087.992920
	Iteration 127Q: 3 clusters Score -1658367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1658371.625000 Penalty: 3087.992920
	Iteration 128Q: 3 clusters Score -1658372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1658372.500000 Penalty: 3087.992920
	Iteration 129Q: 3 clusters Score -1658372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1658372.875000 Penalty: 3087.992920
	Iteration 130Q: 3 clusters Score -1658373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1658371.250000 Penalty: 3087.992920
	Iteration 131Q: 3 clusters Score -1658371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1658371.000000 Penalty: 3087.992920
	Iteration 132Q: 3 clusters Score -1658371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1658371.000000 Penalty: 3087.992920
	Iteration 133F: 3 clusters Score -1658371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -282438.250000 Penalty: 1258.844116
	Iteration 0F: 2 clusters Score -282438.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -280179.125000 Penalty: 2517.688232
	Iteration 0F: 3 clusters Score -280179.1 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -280730.156250 Penalty: 2517.688232
	Iteration 1F: 3 clusters Score -280730.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -280836.281250 Penalty: 2517.688232
	Iteration 2F: 3 clusters Score -280836.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -280905.125000 Penalty: 2517.688232
	Iteration 3Q: 3 clusters Score -280905.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -280956.875000 Penalty: 2517.688232
	Iteration 4Q: 3 clusters Score -280956.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -280992.593750 Penalty: 2517.688232
	Iteration 5Q: 3 clusters Score -280992.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -281009.281250 Penalty: 2517.688232
	Iteration 6Q: 3 clusters Score -281009.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -281026.687500 Penalty: 2517.688232
	Iteration 7Q: 3 clusters Score -281026.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -281048.625000 Penalty: 2517.688232
	Iteration 8Q: 3 clusters Score -281048.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -281071.625000 Penalty: 2517.688232
	Iteration 9Q: 3 clusters Score -281071.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -281086.875000 Penalty: 2517.688232
	Iteration 10Q: 3 clusters Score -281086.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -281102.468750 Penalty: 2517.688232
	Iteration 11Q: 3 clusters Score -281102.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -281112.781250 Penalty: 2517.688232
	Iteration 12Q: 3 clusters Score -281112.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -281124.625000 Penalty: 2517.688232
	Iteration 13Q: 3 clusters Score -281124.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -281138.125000 Penalty: 2517.688232
	Iteration 14Q: 3 clusters Score -281138.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -281148.593750 Penalty: 2517.688232
	Iteration 15Q: 3 clusters Score -281148.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -281160.281250 Penalty: 2517.688232
	Iteration 16Q: 3 clusters Score -281160.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -281171.500000 Penalty: 2517.688232
	Iteration 17Q: 3 clusters Score -281171.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -281179.156250 Penalty: 2517.688232
	Iteration 18Q: 3 clusters Score -281179.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -281187.625000 Penalty: 2517.688232
	Iteration 19Q: 3 clusters Score -281187.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -281197.687500 Penalty: 2517.688232
	Iteration 20F: 3 clusters Score -281197.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -281203.718750 Penalty: 2517.688232
	Iteration 21Q: 3 clusters Score -281203.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -281208.312500 Penalty: 2517.688232
	Iteration 22Q: 3 clusters Score -281208.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -281212.250000 Penalty: 2517.688232
	Iteration 23Q: 3 clusters Score -281212.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -281217.062500 Penalty: 2517.688232
	Iteration 24Q: 3 clusters Score -281217.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -281220.500000 Penalty: 2517.688232
	Iteration 25Q: 3 clusters Score -281220.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -281222.031250 Penalty: 2517.688232
	Iteration 26Q: 3 clusters Score -281222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -281226.250000 Penalty: 2517.688232
	Iteration 27Q: 3 clusters Score -281226.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -281229.718750 Penalty: 2517.688232
	Iteration 28Q: 3 clusters Score -281229.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -281230.687500 Penalty: 2517.688232
	Iteration 29Q: 3 clusters Score -281230.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -281231.437500 Penalty: 2517.688232
	Iteration 30Q: 3 clusters Score -281231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -281231.093750 Penalty: 2517.688232
	Iteration 31Q: 3 clusters Score -281231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -281231.093750 Penalty: 2517.688232
	Iteration 32F: 3 clusters Score -281231.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Entering Unmasked Estep 
Score: -1159372.500000 Penalty: 1499.930054
	Iteration 0F: 2 clusters Score -1159372 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 5070 members 
Entering Unmasked Estep 
Score: -1152100.250000 Penalty: 2999.860107
	Iteration 0F: 3 clusters Score -1152100 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1154726.875000 Penalty: 2999.860107
	Iteration 1F: 3 clusters Score -1154727 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1155233.625000 Penalty: 2999.860107
	Iteration 2F: 3 clusters Score -1155234 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1155671.625000 Penalty: 2999.860107
	Iteration 3F: 3 clusters Score -1155672 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1156055.750000 Penalty: 2999.860107
	Iteration 4F: 3 clusters Score -1156056 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1156409.625000 Penalty: 2999.860107
	Iteration 5F: 3 clusters Score -1156410 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1156722.625000 Penalty: 2999.860107
	Iteration 6F: 3 clusters Score -1156723 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1156959.375000 Penalty: 2999.860107
	Iteration 7Q: 3 clusters Score -1156959 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1157147.000000 Penalty: 2999.860107
	Iteration 8Q: 3 clusters Score -1157147 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1157294.625000 Penalty: 2999.860107
	Iteration 9Q: 3 clusters Score -1157295 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1157407.375000 Penalty: 2999.860107
	Iteration 10Q: 3 clusters Score -1157407 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1157464.750000 Penalty: 2999.860107
	Iteration 11Q: 3 clusters Score -1157465 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1157501.500000 Penalty: 2999.860107
	Iteration 12Q: 3 clusters Score -1157502 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1157534.750000 Penalty: 2999.860107
	Iteration 13Q: 3 clusters Score -1157535 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1157559.250000 Penalty: 2999.860107
	Iteration 14Q: 3 clusters Score -1157559 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1157577.625000 Penalty: 2999.860107
	Iteration 15Q: 3 clusters Score -1157578 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1157592.625000 Penalty: 2999.860107
	Iteration 16Q: 3 clusters Score -1157593 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1157606.500000 Penalty: 2999.860107
	Iteration 17Q: 3 clusters Score -1157606 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1157614.000000 Penalty: 2999.860107
	Iteration 18Q: 3 clusters Score -1157614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1157622.125000 Penalty: 2999.860107
	Iteration 19Q: 3 clusters Score -1157622 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1157629.375000 Penalty: 2999.860107
	Iteration 20F: 3 clusters Score -1157629 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1157636.500000 Penalty: 2999.860107
	Iteration 21Q: 3 clusters Score -1157636 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1157641.625000 Penalty: 2999.860107
	Iteration 22Q: 3 clusters Score -1157642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1157647.625000 Penalty: 2999.860107
	Iteration 23Q: 3 clusters Score -1157648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1157652.250000 Penalty: 2999.860107
	Iteration 24Q: 3 clusters Score -1157652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1157658.000000 Penalty: 2999.860107
	Iteration 25Q: 3 clusters Score -1157658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1157660.000000 Penalty: 2999.860107
	Iteration 26Q: 3 clusters Score -1157660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1157664.000000 Penalty: 2999.860107
	Iteration 27Q: 3 clusters Score -1157664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1157663.875000 Penalty: 2999.860107
	Iteration 28Q: 3 clusters Score -1157664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1157666.250000 Penalty: 2999.860107
	Iteration 29Q: 3 clusters Score -1157666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1157666.625000 Penalty: 2999.860107
	Iteration 30Q: 3 clusters Score -1157667 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1157669.500000 Penalty: 2999.860107
	Iteration 31Q: 3 clusters Score -1157670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1157669.875000 Penalty: 2999.860107
	Iteration 32Q: 3 clusters Score -1157670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1157669.125000 Penalty: 2999.860107
	Iteration 33Q: 3 clusters Score -1157669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1157669.625000 Penalty: 2999.860107
	Iteration 34Q: 3 clusters Score -1157670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1157671.125000 Penalty: 2999.860107
	Iteration 35Q: 3 clusters Score -1157671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1157671.250000 Penalty: 2999.860107
	Iteration 36Q: 3 clusters Score -1157671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1157671.250000 Penalty: 2999.860107
	Iteration 37F: 3 clusters Score -1157671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Entering Unmasked Estep 
Score: -7448989.000000 Penalty: 1788.969482
	Iteration 0F: 2 clusters Score -7448989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -7409410.500000 Penalty: 3577.938965
	Iteration 0F: 3 clusters Score -7409410 nChanged 28507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -7425648.500000 Penalty: 3577.938965
	Iteration 1F: 3 clusters Score -7425648 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -7426559.500000 Penalty: 3577.938965
	Iteration 2Q: 3 clusters Score -7426560 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -7427916.000000 Penalty: 3577.938965
	Iteration 3Q: 3 clusters Score -7427916 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -7430094.000000 Penalty: 3577.938965
	Iteration 4F: 3 clusters Score -7430094 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -7432892.000000 Penalty: 3577.938965
	Iteration 5F: 3 clusters Score -7432892 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -7435885.000000 Penalty: 3577.938965
	Iteration 6F: 3 clusters Score -7435885 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -7438675.500000 Penalty: 3577.938965
	Iteration 7F: 3 clusters Score -7438676 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -7440999.500000 Penalty: 3577.938965
	Iteration 8F: 3 clusters Score -7441000 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -7442826.000000 Penalty: 3577.938965
	Iteration 9Q: 3 clusters Score -7442826 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 55467 members 
Entering Unmasked Estep 
Score: -7444358.000000 Penalty: 3577.938965
	Iteration 10Q: 3 clusters Score -7444358 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -7445464.000000 Penalty: 3577.938965
	Iteration 11Q: 3 clusters Score -7445464 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 58127 members 
Entering Unmasked Estep 
Score: -7446287.500000 Penalty: 3577.938965
	Iteration 12Q: 3 clusters Score -7446288 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 58843 members 
Entering Unmasked Estep 
Score: -7446789.000000 Penalty: 3577.938965
	Iteration 13Q: 3 clusters Score -7446789 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -7447087.500000 Penalty: 3577.938965
	Iteration 14Q: 3 clusters Score -7447088 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 59504 members 
Entering Unmasked Estep 
Score: -7447287.000000 Penalty: 3577.938965
	Iteration 15Q: 3 clusters Score -7447287 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -7447425.000000 Penalty: 3577.938965
	Iteration 16Q: 3 clusters Score -7447425 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 59738 members 
Entering Unmasked Estep 
Score: -7447535.500000 Penalty: 3577.938965
	Iteration 17Q: 3 clusters Score -7447536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 59795 members 
Entering Unmasked Estep 
Score: -7447606.500000 Penalty: 3577.938965
	Iteration 18Q: 3 clusters Score -7447606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 59836 members 
Entering Unmasked Estep 
Score: -7447681.000000 Penalty: 3577.938965
	Iteration 19Q: 3 clusters Score -7447681 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -7447732.000000 Penalty: 3577.938965
	Iteration 20F: 3 clusters Score -7447732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -7447809.000000 Penalty: 3577.938965
	Iteration 21Q: 3 clusters Score -7447809 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -7447913.000000 Penalty: 3577.938965
	Iteration 22Q: 3 clusters Score -7447913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 59907 members 
Entering Unmasked Estep 
Score: -7448059.500000 Penalty: 3577.938965
	Iteration 23Q: 3 clusters Score -7448060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -7448177.500000 Penalty: 3577.938965
	Iteration 24Q: 3 clusters Score -7448178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 59894 members 
Entering Unmasked Estep 
Score: -7448274.500000 Penalty: 3577.938965
	Iteration 25Q: 3 clusters Score -7448274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -7448295.500000 Penalty: 3577.938965
	Iteration 26Q: 3 clusters Score -7448296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 59877 members 
Entering Unmasked Estep 
Score: -7448316.000000 Penalty: 3577.938965
	Iteration 27Q: 3 clusters Score -7448316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 59866 members 
Entering Unmasked Estep 
Score: -7448337.500000 Penalty: 3577.938965
	Iteration 28Q: 3 clusters Score -7448338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 59861 members 
Entering Unmasked Estep 
Score: -7448337.000000 Penalty: 3577.938965
	Iteration 29Q: 3 clusters Score -7448337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -7448340.500000 Penalty: 3577.938965
	Iteration 30Q: 3 clusters Score -7448340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -7448344.000000 Penalty: 3577.938965
	Iteration 31Q: 3 clusters Score -7448344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -7448352.000000 Penalty: 3577.938965
	Iteration 32Q: 3 clusters Score -7448352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 59855 members 
Entering Unmasked Estep 
Score: -7448352.000000 Penalty: 3577.938965
	Iteration 33F: 3 clusters Score -7448352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -177739.671875 Penalty: 1206.426880
	Iteration 0F: 2 clusters Score -177739.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -175949.531250 Penalty: 2412.853760
	Iteration 0F: 3 clusters Score -175949.5 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -176625.406250 Penalty: 2412.853760
	Iteration 1F: 3 clusters Score -176625.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -176939.656250 Penalty: 2412.853760
	Iteration 2F: 3 clusters Score -176939.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -177121.437500 Penalty: 2412.853760
	Iteration 3F: 3 clusters Score -177121.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -177229.609375 Penalty: 2412.853760
	Iteration 4F: 3 clusters Score -177229.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -177298.031250 Penalty: 2412.853760
	Iteration 5Q: 3 clusters Score -177298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -177350.625000 Penalty: 2412.853760
	Iteration 6Q: 3 clusters Score -177350.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -177366.625000 Penalty: 2412.853760
	Iteration 7Q: 3 clusters Score -177366.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -177380.484375 Penalty: 2412.853760
	Iteration 8Q: 3 clusters Score -177380.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -177395.000000 Penalty: 2412.853760
	Iteration 9Q: 3 clusters Score -177395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -177412.234375 Penalty: 2412.853760
	Iteration 10Q: 3 clusters Score -177412.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -177418.078125 Penalty: 2412.853760
	Iteration 11Q: 3 clusters Score -177418.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -177425.140625 Penalty: 2412.853760
	Iteration 12Q: 3 clusters Score -177425.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -177427.765625 Penalty: 2412.853760
	Iteration 13Q: 3 clusters Score -177427.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -177432.796875 Penalty: 2412.853760
	Iteration 14Q: 3 clusters Score -177432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -177441.281250 Penalty: 2412.853760
	Iteration 15Q: 3 clusters Score -177441.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -177442.781250 Penalty: 2412.853760
	Iteration 16Q: 3 clusters Score -177442.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -177443.625000 Penalty: 2412.853760
	Iteration 17Q: 3 clusters Score -177443.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -177447.625000 Penalty: 2412.853760
	Iteration 18Q: 3 clusters Score -177447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -177448.984375 Penalty: 2412.853760
	Iteration 19Q: 3 clusters Score -177449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -177459.390625 Penalty: 2412.853760
	Iteration 20F: 3 clusters Score -177459.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -177460.546875 Penalty: 2412.853760
	Iteration 21Q: 3 clusters Score -177460.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -177462.062500 Penalty: 2412.853760
	Iteration 22Q: 3 clusters Score -177462.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -177462.062500 Penalty: 2412.853760
	Iteration 23F: 3 clusters Score -177462.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Entering Unmasked Estep 
Score: -1010753.062500 Penalty: 1463.617554
	Iteration 0F: 2 clusters Score -1010753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1004700.375000 Penalty: 2927.235107
	Iteration 0F: 3 clusters Score -1004700 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1006575.812500 Penalty: 2927.235107
	Iteration 1F: 3 clusters Score -1006576 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1006815.375000 Penalty: 2927.235107
	Iteration 2F: 3 clusters Score -1006815 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1007009.437500 Penalty: 2927.235107
	Iteration 3F: 3 clusters Score -1007009 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1007201.812500 Penalty: 2927.235107
	Iteration 4Q: 3 clusters Score -1007202 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1007430.750000 Penalty: 2927.235107
	Iteration 5F: 3 clusters Score -1007431 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1007714.062500 Penalty: 2927.235107
	Iteration 6F: 3 clusters Score -1007714 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1008041.812500 Penalty: 2927.235107
	Iteration 7F: 3 clusters Score -1008042 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1008355.500000 Penalty: 2927.235107
	Iteration 8F: 3 clusters Score -1008356 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1008637.187500 Penalty: 2927.235107
	Iteration 9Q: 3 clusters Score -1008637 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1008852.875000 Penalty: 2927.235107
	Iteration 10Q: 3 clusters Score -1008853 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1008991.562500 Penalty: 2927.235107
	Iteration 11Q: 3 clusters Score -1008992 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1009082.062500 Penalty: 2927.235107
	Iteration 12Q: 3 clusters Score -1009082 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1009156.250000 Penalty: 2927.235107
	Iteration 13Q: 3 clusters Score -1009156 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1009209.562500 Penalty: 2927.235107
	Iteration 14Q: 3 clusters Score -1009210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1009248.937500 Penalty: 2927.235107
	Iteration 15Q: 3 clusters Score -1009249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1009279.187500 Penalty: 2927.235107
	Iteration 16Q: 3 clusters Score -1009279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1009307.625000 Penalty: 2927.235107
	Iteration 17Q: 3 clusters Score -1009308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1009330.875000 Penalty: 2927.235107
	Iteration 18Q: 3 clusters Score -1009331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1009345.250000 Penalty: 2927.235107
	Iteration 19Q: 3 clusters Score -1009345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1009364.625000 Penalty: 2927.235107
	Iteration 20F: 3 clusters Score -1009365 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1009387.500000 Penalty: 2927.235107
	Iteration 21Q: 3 clusters Score -1009388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1009404.500000 Penalty: 2927.235107
	Iteration 22Q: 3 clusters Score -1009404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1009415.062500 Penalty: 2927.235107
	Iteration 23Q: 3 clusters Score -1009415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1009427.250000 Penalty: 2927.235107
	Iteration 24Q: 3 clusters Score -1009427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1009434.750000 Penalty: 2927.235107
	Iteration 25Q: 3 clusters Score -1009435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1009444.125000 Penalty: 2927.235107
	Iteration 26Q: 3 clusters Score -1009444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1009452.500000 Penalty: 2927.235107
	Iteration 27Q: 3 clusters Score -1009452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1009457.312500 Penalty: 2927.235107
	Iteration 28Q: 3 clusters Score -1009457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1009464.500000 Penalty: 2927.235107
	Iteration 29Q: 3 clusters Score -1009464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1009467.250000 Penalty: 2927.235107
	Iteration 30Q: 3 clusters Score -1009467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1009470.187500 Penalty: 2927.235107
	Iteration 31Q: 3 clusters Score -1009470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1009471.000000 Penalty: 2927.235107
	Iteration 32Q: 3 clusters Score -1009471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1009470.500000 Penalty: 2927.235107
	Iteration 33Q: 3 clusters Score -1009470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1009473.437500 Penalty: 2927.235107
	Iteration 34Q: 3 clusters Score -1009473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1009473.125000 Penalty: 2927.235107
	Iteration 35Q: 3 clusters Score -1009473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1009473.125000 Penalty: 2927.235107
	Iteration 36Q: 3 clusters Score -1009473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1009473.125000 Penalty: 2927.235107
	Iteration 37F: 3 clusters Score -1009473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Entering Unmasked Estep 
Score: -4228981.000000 Penalty: 1696.957153
	Iteration 0F: 2 clusters Score -4228981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -4205890.000000 Penalty: 3393.914307
	Iteration 0F: 3 clusters Score -4205890 nChanged 16031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -4214856.500000 Penalty: 3393.914307
	Iteration 1F: 3 clusters Score -4214856 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -4215463.000000 Penalty: 3393.914307
	Iteration 2Q: 3 clusters Score -4215463 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -4216248.500000 Penalty: 3393.914307
	Iteration 3F: 3 clusters Score -4216248 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -4217310.500000 Penalty: 3393.914307
	Iteration 4F: 3 clusters Score -4217310 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -4218704.500000 Penalty: 3393.914307
	Iteration 5F: 3 clusters Score -4218704 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -4220385.000000 Penalty: 3393.914307
	Iteration 6F: 3 clusters Score -4220385 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -4222117.500000 Penalty: 3393.914307
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4223580 nChanged 1521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -4224690 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4225575 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4226179 nChanged 675
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4226502 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4226714 nChanged 395
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Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4226838 nChanged 273
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4226914 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4226954 nChanged 188
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Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4226972 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4227006 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4227032 nChanged 131
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Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -4227040.000000 Penalty: 3393.914307
	Iteration 20F: 3 clusters Score -4227040 nChanged 104
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Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4227067 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4227070 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4227078 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -4227084.500000 Penalty: 3393.914307
	Iteration 24Q: 3 clusters Score -4227084 nChanged 69
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Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -4227094.000000 Penalty: 3393.914307
	Iteration 25Q: 3 clusters Score -4227094 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4227099 nChanged 68
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Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -4227103.000000 Penalty: 3393.914307
	Iteration 27Q: 3 clusters Score -4227103 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4227110 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4227106 nChanged 48
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -4227124.000000 Penalty: 3393.914307
	Iteration 30Q: 3 clusters Score -4227124 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4227124 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -4227130.000000 Penalty: 3393.914307
	Iteration 32Q: 3 clusters Score -4227130 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -4227144.500000 Penalty: 3393.914307
	Iteration 33Q: 3 clusters Score -4227144 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -4227158.500000 Penalty: 3393.914307
	Iteration 34Q: 3 clusters Score -4227158 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -4227172.000000 Penalty: 3393.914307
	Iteration 35Q: 3 clusters Score -4227172 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4227186 nChanged 88
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Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -4227183.000000 Penalty: 3393.914307
	Iteration 37Q: 3 clusters Score -4227183 nChanged 70
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Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4227196 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4227188 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -4227209.000000 Penalty: 3393.914307
	Iteration 40F: 3 clusters Score -4227209 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4227238 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4227282 nChanged 134
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Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4227316 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4227334 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4227366 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4227396 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 28821 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4227464 nChanged 162
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Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4227508 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4227566 nChanged 187
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4227618 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4227650 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4227728 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4227806 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4227904 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4228032 nChanged 235
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Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -4228182.000000 Penalty: 3393.914307
	Iteration 57Q: 3 clusters Score -4228182 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4228328 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4228448 nChanged 189
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Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -4228535.000000 Penalty: 3393.914307
	Iteration 60F: 3 clusters Score -4228535 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4228580 nChanged 136
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Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4228644 nChanged 110
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Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4228686 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -4228725.000000 Penalty: 3393.914307
	Iteration 64Q: 3 clusters Score -4228725 nChanged 74
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Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4228738 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4228739 nChanged 49
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Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -4228756.000000 Penalty: 3393.914307
	Iteration 67Q: 3 clusters Score -4228756 nChanged 42
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Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 31585 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4228772 nChanged 38
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Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 31617 members 
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	Iteration 69Q: 3 clusters Score -4228780 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -4228784.000000 Penalty: 3393.914307
	Iteration 70Q: 3 clusters Score -4228784 nChanged 25
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Mstep: Class 1 contains 2643 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4228789 nChanged 20
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Mstep: Class 1 contains 2627 members 
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	Iteration 72Q: 3 clusters Score -4228791 nChanged 18
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Mstep: Class 1 contains 2611 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4228795 nChanged 12
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Mstep: Class 1 contains 2601 members 
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Entering Unmasked Estep 
Score: -4228802.000000 Penalty: 3393.914307
	Iteration 74Q: 3 clusters Score -4228802 nChanged 17
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Mstep: Class 1 contains 2584 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4228798 nChanged 13
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Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -4228805.000000 Penalty: 3393.914307
	Iteration 76Q: 3 clusters Score -4228805 nChanged 13
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Mstep: Class 1 contains 2558 members 
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	Iteration 77Q: 3 clusters Score -4228806 nChanged 10
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Mstep: Class 1 contains 2548 members 
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	Iteration 78Q: 3 clusters Score -4228807 nChanged 14
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Mstep: Class 1 contains 2534 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4228806 nChanged 15
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Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4228806 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -4228813.500000 Penalty: 3393.914307
	Iteration 81Q: 3 clusters Score -4228814 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -4228818.000000 Penalty: 3393.914307
	Iteration 82Q: 3 clusters Score -4228818 nChanged 13
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Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4228821 nChanged 18
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Mstep: Class 1 contains 2468 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4228823 nChanged 19
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Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4228826 nChanged 13
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Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 31853 members 
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	Iteration 86Q: 3 clusters Score -4228832 nChanged 6
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Mstep: Class 1 contains 2438 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4228830 nChanged 7
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Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -4228833.000000 Penalty: 3393.914307
	Iteration 88Q: 3 clusters Score -4228833 nChanged 7
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Mstep: Class 1 contains 2424 members 
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Entering Unmasked Estep 
Score: -4228831.000000 Penalty: 3393.914307
	Iteration 89Q: 3 clusters Score -4228831 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4228834 nChanged 1
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	Iteration 91Q: 3 clusters Score -4228833 nChanged 2
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Mstep: Class 1 contains 2418 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4228836 nChanged 2
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Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 31881 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4228837 nChanged 2
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Mstep: Class 1 contains 2414 members 
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	Iteration 94Q: 3 clusters Score -4228834 nChanged 1
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	Iteration 95Q: 3 clusters Score -4228836 nChanged 3
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Mstep: Class 1 contains 2410 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4228836 nChanged 3
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Mstep: Class 1 contains 2407 members 
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	Iteration 97Q: 3 clusters Score -4228836 nChanged 5
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Mstep: Class 1 contains 2404 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4228838 nChanged 4
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Mstep: Class 1 contains 2400 members 
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	Iteration 99Q: 3 clusters Score -4228836 nChanged 8
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Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -4228838.000000 Penalty: 3393.914307
	Iteration 100F: 3 clusters Score -4228838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -4228836.500000 Penalty: 3393.914307
	Iteration 101Q: 3 clusters Score -4228836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -4228843.500000 Penalty: 3393.914307
	Iteration 102Q: 3 clusters Score -4228844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -4228847.500000 Penalty: 3393.914307
	Iteration 103Q: 3 clusters Score -4228848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4228842.500000 Penalty: 3393.914307
	Iteration 104Q: 3 clusters Score -4228842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4228848.000000 Penalty: 3393.914307
	Iteration 105Q: 3 clusters Score -4228848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -4228852.000000 Penalty: 3393.914307
	Iteration 106Q: 3 clusters Score -4228852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -4228858.000000 Penalty: 3393.914307
	Iteration 107Q: 3 clusters Score -4228858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -4228858.500000 Penalty: 3393.914307
	Iteration 108Q: 3 clusters Score -4228858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -4228868.000000 Penalty: 3393.914307
	Iteration 109Q: 3 clusters Score -4228868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -4228881.000000 Penalty: 3393.914307
	Iteration 110Q: 3 clusters Score -4228881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -4228895.500000 Penalty: 3393.914307
	Iteration 111Q: 3 clusters Score -4228896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -4228913.500000 Penalty: 3393.914307
	Iteration 112Q: 3 clusters Score -4228914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -4228921.500000 Penalty: 3393.914307
	Iteration 113Q: 3 clusters Score -4228922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 32156 members 
Entering Unmasked Estep 
Score: -4228943.000000 Penalty: 3393.914307
	Iteration 114Q: 3 clusters Score -4228943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -4228952.500000 Penalty: 3393.914307
	Iteration 115Q: 3 clusters Score -4228952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 32210 members 
Entering Unmasked Estep 
Score: -4228961.000000 Penalty: 3393.914307
	Iteration 116Q: 3 clusters Score -4228961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -4228972.500000 Penalty: 3393.914307
	Iteration 117Q: 3 clusters Score -4228972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -4228969.000000 Penalty: 3393.914307
	Iteration 118Q: 3 clusters Score -4228969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4228972.000000 Penalty: 3393.914307
	Iteration 119Q: 3 clusters Score -4228972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -4228970.000000 Penalty: 3393.914307
	Iteration 120F: 3 clusters Score -4228970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4228968.000000 Penalty: 3393.914307
	Iteration 121Q: 3 clusters Score -4228968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -4228969.500000 Penalty: 3393.914307
	Iteration 122Q: 3 clusters Score -4228970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -4228971.500000 Penalty: 3393.914307
	Iteration 123Q: 3 clusters Score -4228972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -4228974.000000 Penalty: 3393.914307
	Iteration 124Q: 3 clusters Score -4228974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -4228979.000000 Penalty: 3393.914307
	Iteration 125Q: 3 clusters Score -4228979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -4228977.000000 Penalty: 3393.914307
	Iteration 126Q: 3 clusters Score -4228977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -4228974.000000 Penalty: 3393.914307
	Iteration 127Q: 3 clusters Score -4228974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -4228976.500000 Penalty: 3393.914307
	Iteration 128Q: 3 clusters Score -4228976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -4228975.000000 Penalty: 3393.914307
	Iteration 129Q: 3 clusters Score -4228975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -4228974.000000 Penalty: 3393.914307
	Iteration 130Q: 3 clusters Score -4228974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4228976.500000 Penalty: 3393.914307
	Iteration 131Q: 3 clusters Score -4228976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -4228980.500000 Penalty: 3393.914307
	Iteration 132Q: 3 clusters Score -4228980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -4228979.000000 Penalty: 3393.914307
	Iteration 133Q: 3 clusters Score -4228979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -4228979.000000 Penalty: 3393.914307
	Iteration 134F: 3 clusters Score -4228979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Entering Unmasked Estep 
Score: -3900905.500000 Penalty: 1682.699341
	Iteration 0F: 2 clusters Score -3900906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3879610.000000 Penalty: 3365.398682
	Iteration 0F: 3 clusters Score -3879610 nChanged 14545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3887922.000000 Penalty: 3365.398682
	Iteration 1F: 3 clusters Score -3887922 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -3888444.000000 Penalty: 3365.398682
	Iteration 2Q: 3 clusters Score -3888444 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3889068.000000 Penalty: 3365.398682
	Iteration 3F: 3 clusters Score -3889068 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -3889871.750000 Penalty: 3365.398682
	Iteration 4F: 3 clusters Score -3889872 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3890801.750000 Penalty: 3365.398682
	Iteration 5F: 3 clusters Score -3890802 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3891871.750000 Penalty: 3365.398682
	Iteration 6F: 3 clusters Score -3891872 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -3892998.250000 Penalty: 3365.398682
	Iteration 7F: 3 clusters Score -3892998 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -3894066.500000 Penalty: 3365.398682
	Iteration 8F: 3 clusters Score -3894066 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3895027.000000 Penalty: 3365.398682
	Iteration 9F: 3 clusters Score -3895027 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -3895957.750000 Penalty: 3365.398682
	Iteration 10Q: 3 clusters Score -3895958 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3896757.750000 Penalty: 3365.398682
	Iteration 11Q: 3 clusters Score -3896758 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -3897535.250000 Penalty: 3365.398682
	Iteration 12Q: 3 clusters Score -3897535 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3898134.750000 Penalty: 3365.398682
	Iteration 13Q: 3 clusters Score -3898135 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3898622.250000 Penalty: 3365.398682
	Iteration 14Q: 3 clusters Score -3898622 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3898930.500000 Penalty: 3365.398682
	Iteration 15Q: 3 clusters Score -3898930 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3899144.500000 Penalty: 3365.398682
	Iteration 16Q: 3 clusters Score -3899144 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3899276.250000 Penalty: 3365.398682
	Iteration 17Q: 3 clusters Score -3899276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3899358.250000 Penalty: 3365.398682
	Iteration 18Q: 3 clusters Score -3899358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30941 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3899398.250000 Penalty: 3365.398682
	Iteration 19Q: 3 clusters Score -3899398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3899421.750000 Penalty: 3365.398682
	Iteration 20F: 3 clusters Score -3899422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3899460.750000 Penalty: 3365.398682
	Iteration 21Q: 3 clusters Score -3899461 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3899483.500000 Penalty: 3365.398682
	Iteration 22Q: 3 clusters Score -3899484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3899498.500000 Penalty: 3365.398682
	Iteration 23Q: 3 clusters Score -3899498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3899520.000000 Penalty: 3365.398682
	Iteration 24Q: 3 clusters Score -3899520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3899543.750000 Penalty: 3365.398682
	Iteration 25Q: 3 clusters Score -3899544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3899556.250000 Penalty: 3365.398682
	Iteration 26Q: 3 clusters Score -3899556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3899569.500000 Penalty: 3365.398682
	Iteration 27Q: 3 clusters Score -3899570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3899574.250000 Penalty: 3365.398682
	Iteration 28Q: 3 clusters Score -3899574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3899585.750000 Penalty: 3365.398682
	Iteration 29Q: 3 clusters Score -3899586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3899596.500000 Penalty: 3365.398682
	Iteration 30Q: 3 clusters Score -3899596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3899605.500000 Penalty: 3365.398682
	Iteration 31Q: 3 clusters Score -3899606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3899606.000000 Penalty: 3365.398682
	Iteration 32Q: 3 clusters Score -3899606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3899612.250000 Penalty: 3365.398682
	Iteration 33Q: 3 clusters Score -3899612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3899623.000000 Penalty: 3365.398682
	Iteration 34Q: 3 clusters Score -3899623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3899631.500000 Penalty: 3365.398682
	Iteration 35Q: 3 clusters Score -3899632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3899635.750000 Penalty: 3365.398682
	Iteration 36Q: 3 clusters Score -3899636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3899640.000000 Penalty: 3365.398682
	Iteration 37Q: 3 clusters Score -3899640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3899647.000000 Penalty: 3365.398682
	Iteration 38Q: 3 clusters Score -3899647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3899647.500000 Penalty: 3365.398682
	Iteration 39Q: 3 clusters Score -3899648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3899650.750000 Penalty: 3365.398682
	Iteration 40F: 3 clusters Score -3899651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3899648.250000 Penalty: 3365.398682
	Iteration 41Q: 3 clusters Score -3899648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3899648.250000 Penalty: 3365.398682
	Iteration 42F: 3 clusters Score -3899648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Entering Unmasked Estep 
Score: -984445.125000 Penalty: 1461.694092
	Iteration 0F: 2 clusters Score -984445.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -978590.750000 Penalty: 2923.388184
	Iteration 0F: 3 clusters Score -978590.8 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -980698.937500 Penalty: 2923.388184
	Iteration 1F: 3 clusters Score -980698.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -981191.687500 Penalty: 2923.388184
	Iteration 2F: 3 clusters Score -981191.7 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -981682.062500 Penalty: 2923.388184
	Iteration 3F: 3 clusters Score -981682.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -982111.625000 Penalty: 2923.388184
	Iteration 4F: 3 clusters Score -982111.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -982493.187500 Penalty: 2923.388184
	Iteration 5F: 3 clusters Score -982493.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -982781.812500 Penalty: 2923.388184
	Iteration 6Q: 3 clusters Score -982781.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -983040.375000 Penalty: 2923.388184
	Iteration 7Q: 3 clusters Score -983040.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -983274.375000 Penalty: 2923.388184
	Iteration 8Q: 3 clusters Score -983274.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -983429.250000 Penalty: 2923.388184
	Iteration 9Q: 3 clusters Score -983429.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -983495.187500 Penalty: 2923.388184
	Iteration 10Q: 3 clusters Score -983495.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -983516.750000 Penalty: 2923.388184
	Iteration 11Q: 3 clusters Score -983516.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -983529.500000 Penalty: 2923.388184
	Iteration 12Q: 3 clusters Score -983529.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -983538.562500 Penalty: 2923.388184
	Iteration 13Q: 3 clusters Score -983538.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -983545.250000 Penalty: 2923.388184
	Iteration 14Q: 3 clusters Score -983545.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -983554.937500 Penalty: 2923.388184
	Iteration 15Q: 3 clusters Score -983554.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -983559.562500 Penalty: 2923.388184
	Iteration 16Q: 3 clusters Score -983559.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -983560.750000 Penalty: 2923.388184
	Iteration 17Q: 3 clusters Score -983560.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -983562.812500 Penalty: 2923.388184
	Iteration 18Q: 3 clusters Score -983562.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -983565.562500 Penalty: 2923.388184
	Iteration 19Q: 3 clusters Score -983565.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -983567.625000 Penalty: 2923.388184
	Iteration 20F: 3 clusters Score -983567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -983569.437500 Penalty: 2923.388184
	Iteration 21Q: 3 clusters Score -983569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -983569.375000 Penalty: 2923.388184
	Iteration 22Q: 3 clusters Score -983569.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -983571.312500 Penalty: 2923.388184
	Iteration 23Q: 3 clusters Score -983571.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -983572.375000 Penalty: 2923.388184
	Iteration 24Q: 3 clusters Score -983572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -983573.375000 Penalty: 2923.388184
	Iteration 25Q: 3 clusters Score -983573.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -983573.562500 Penalty: 2923.388184
	Iteration 26Q: 3 clusters Score -983573.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -983574.812500 Penalty: 2923.388184
	Iteration 27Q: 3 clusters Score -983574.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -983574.625000 Penalty: 2923.388184
	Iteration 28Q: 3 clusters Score -983574.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -983574.625000 Penalty: 2923.388184
	Iteration 29F: 3 clusters Score -983574.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -206502.296875 Penalty: 1209.023804
	Iteration 0F: 2 clusters Score -206502.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -204578.750000 Penalty: 2418.047607
	Iteration 0F: 3 clusters Score -204578.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -204960.421875 Penalty: 2418.047607
	Iteration 1F: 3 clusters Score -204960.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -205076.546875 Penalty: 2418.047607
	Iteration 2F: 3 clusters Score -205076.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -205142.671875 Penalty: 2418.047607
	Iteration 3F: 3 clusters Score -205142.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -205187.484375 Penalty: 2418.047607
	Iteration 4Q: 3 clusters Score -205187.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -205214.671875 Penalty: 2418.047607
	Iteration 5Q: 3 clusters Score -205214.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -205234.921875 Penalty: 2418.047607
	Iteration 6Q: 3 clusters Score -205234.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -205251.031250 Penalty: 2418.047607
	Iteration 7Q: 3 clusters Score -205251 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -205266.171875 Penalty: 2418.047607
	Iteration 8Q: 3 clusters Score -205266.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -205284.453125 Penalty: 2418.047607
	Iteration 9Q: 3 clusters Score -205284.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -205312.250000 Penalty: 2418.047607
	Iteration 10Q: 3 clusters Score -205312.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -205336.906250 Penalty: 2418.047607
	Iteration 11Q: 3 clusters Score -205336.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -205359.328125 Penalty: 2418.047607
	Iteration 12Q: 3 clusters Score -205359.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -205370.562500 Penalty: 2418.047607
	Iteration 13Q: 3 clusters Score -205370.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -205383.500000 Penalty: 2418.047607
	Iteration 14Q: 3 clusters Score -205383.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -205390.390625 Penalty: 2418.047607
	Iteration 15Q: 3 clusters Score -205390.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -205394.015625 Penalty: 2418.047607
	Iteration 16Q: 3 clusters Score -205394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -205399.312500 Penalty: 2418.047607
	Iteration 17Q: 3 clusters Score -205399.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205403.953125 Penalty: 2418.047607
	Iteration 18Q: 3 clusters Score -205404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -205406.171875 Penalty: 2418.047607
	Iteration 19Q: 3 clusters Score -205406.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -205410.171875 Penalty: 2418.047607
	Iteration 20F: 3 clusters Score -205410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205411.531250 Penalty: 2418.047607
	Iteration 21Q: 3 clusters Score -205411.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -205411.531250 Penalty: 2418.047607
	Iteration 22F: 3 clusters Score -205411.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Entering Unmasked Estep 
Score: -766089.250000 Penalty: 1418.000366
	Iteration 0F: 2 clusters Score -766089.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -761310.625000 Penalty: 2836.000732
	Iteration 0F: 3 clusters Score -761310.6 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -762734.375000 Penalty: 2836.000732
	Iteration 1F: 3 clusters Score -762734.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -762977.687500 Penalty: 2836.000732
	Iteration 2F: 3 clusters Score -762977.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -763163.375000 Penalty: 2836.000732
	Iteration 3F: 3 clusters Score -763163.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -763313.250000 Penalty: 2836.000732
	Iteration 4Q: 3 clusters Score -763313.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -763441.687500 Penalty: 2836.000732
	Iteration 5Q: 3 clusters Score -763441.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -763547.875000 Penalty: 2836.000732
	Iteration 6Q: 3 clusters Score -763547.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -763647.000000 Penalty: 2836.000732
	Iteration 7Q: 3 clusters Score -763647 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -763732.937500 Penalty: 2836.000732
	Iteration 8Q: 3 clusters Score -763732.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -763799.125000 Penalty: 2836.000732
	Iteration 9Q: 3 clusters Score -763799.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -763842.687500 Penalty: 2836.000732
	Iteration 10Q: 3 clusters Score -763842.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -763891.875000 Penalty: 2836.000732
	Iteration 11Q: 3 clusters Score -763891.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -763941.875000 Penalty: 2836.000732
	Iteration 12Q: 3 clusters Score -763941.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -763990.437500 Penalty: 2836.000732
	Iteration 13Q: 3 clusters Score -763990.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -764039.125000 Penalty: 2836.000732
	Iteration 14Q: 3 clusters Score -764039.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -764075.937500 Penalty: 2836.000732
	Iteration 15Q: 3 clusters Score -764075.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -764105.250000 Penalty: 2836.000732
	Iteration 16Q: 3 clusters Score -764105.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -764140.187500 Penalty: 2836.000732
	Iteration 17Q: 3 clusters Score -764140.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -764176.187500 Penalty: 2836.000732
	Iteration 18Q: 3 clusters Score -764176.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -764205.250000 Penalty: 2836.000732
	Iteration 19Q: 3 clusters Score -764205.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -764230.562500 Penalty: 2836.000732
	Iteration 20F: 3 clusters Score -764230.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -764254.250000 Penalty: 2836.000732
	Iteration 21Q: 3 clusters Score -764254.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -764276.750000 Penalty: 2836.000732
	Iteration 22Q: 3 clusters Score -764276.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -764295.375000 Penalty: 2836.000732
	Iteration 23Q: 3 clusters Score -764295.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -764309.250000 Penalty: 2836.000732
	Iteration 24Q: 3 clusters Score -764309.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -764325.625000 Penalty: 2836.000732
	Iteration 25Q: 3 clusters Score -764325.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -764336.812500 Penalty: 2836.000732
	Iteration 26Q: 3 clusters Score -764336.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -764347.687500 Penalty: 2836.000732
	Iteration 27Q: 3 clusters Score -764347.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -764355.000000 Penalty: 2836.000732
	Iteration 28Q: 3 clusters Score -764355 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -764359.437500 Penalty: 2836.000732
	Iteration 29Q: 3 clusters Score -764359.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -764369.937500 Penalty: 2836.000732
	Iteration 30Q: 3 clusters Score -764369.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -764373.562500 Penalty: 2836.000732
	Iteration 31Q: 3 clusters Score -764373.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -764384.750000 Penalty: 2836.000732
	Iteration 32Q: 3 clusters Score -764384.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -764394.312500 Penalty: 2836.000732
	Iteration 33Q: 3 clusters Score -764394.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -764400.125000 Penalty: 2836.000732
	Iteration 34Q: 3 clusters Score -764400.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -764406.812500 Penalty: 2836.000732
	Iteration 35Q: 3 clusters Score -764406.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -764412.625000 Penalty: 2836.000732
	Iteration 36Q: 3 clusters Score -764412.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -764422.875000 Penalty: 2836.000732
	Iteration 37Q: 3 clusters Score -764422.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -764433.437500 Penalty: 2836.000732
	Iteration 38Q: 3 clusters Score -764433.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -764443.312500 Penalty: 2836.000732
	Iteration 39Q: 3 clusters Score -764443.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -764456.375000 Penalty: 2836.000732
	Iteration 40F: 3 clusters Score -764456.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -764463.812500 Penalty: 2836.000732
	Iteration 41Q: 3 clusters Score -764463.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -764472.437500 Penalty: 2836.000732
	Iteration 42Q: 3 clusters Score -764472.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -764483.312500 Penalty: 2836.000732
	Iteration 43Q: 3 clusters Score -764483.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -764495.062500 Penalty: 2836.000732
	Iteration 44Q: 3 clusters Score -764495.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -764509.062500 Penalty: 2836.000732
	Iteration 45Q: 3 clusters Score -764509.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -764525.562500 Penalty: 2836.000732
	Iteration 46Q: 3 clusters Score -764525.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -764549.312500 Penalty: 2836.000732
	Iteration 47Q: 3 clusters Score -764549.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -764569.375000 Penalty: 2836.000732
	Iteration 48Q: 3 clusters Score -764569.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -764583.625000 Penalty: 2836.000732
	Iteration 49Q: 3 clusters Score -764583.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -764606.562500 Penalty: 2836.000732
	Iteration 50Q: 3 clusters Score -764606.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -764631.312500 Penalty: 2836.000732
	Iteration 51Q: 3 clusters Score -764631.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -764658.500000 Penalty: 2836.000732
	Iteration 52Q: 3 clusters Score -764658.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -764691.250000 Penalty: 2836.000732
	Iteration 53Q: 3 clusters Score -764691.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -764717.250000 Penalty: 2836.000732
	Iteration 54Q: 3 clusters Score -764717.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -764738.687500 Penalty: 2836.000732
	Iteration 55Q: 3 clusters Score -764738.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -764755.750000 Penalty: 2836.000732
	Iteration 56Q: 3 clusters Score -764755.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -764769.062500 Penalty: 2836.000732
	Iteration 57Q: 3 clusters Score -764769.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -764779.750000 Penalty: 2836.000732
	Iteration 58Q: 3 clusters Score -764779.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -764790.125000 Penalty: 2836.000732
	Iteration 59Q: 3 clusters Score -764790.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -764803.062500 Penalty: 2836.000732
	Iteration 60F: 3 clusters Score -764803.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -764809.312500 Penalty: 2836.000732
	Iteration 61Q: 3 clusters Score -764809.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -764818.750000 Penalty: 2836.000732
	Iteration 62Q: 3 clusters Score -764818.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -764823.000000 Penalty: 2836.000732
	Iteration 63Q: 3 clusters Score -764823 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -764828.562500 Penalty: 2836.000732
	Iteration 64Q: 3 clusters Score -764828.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -764829.750000 Penalty: 2836.000732
	Iteration 65Q: 3 clusters Score -764829.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -764832.062500 Penalty: 2836.000732
	Iteration 66Q: 3 clusters Score -764832.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -764835.625000 Penalty: 2836.000732
	Iteration 67Q: 3 clusters Score -764835.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -764837.812500 Penalty: 2836.000732
	Iteration 68Q: 3 clusters Score -764837.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -764843.750000 Penalty: 2836.000732
	Iteration 69Q: 3 clusters Score -764843.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -764849.000000 Penalty: 2836.000732
	Iteration 70Q: 3 clusters Score -764849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -764850.875000 Penalty: 2836.000732
	Iteration 71Q: 3 clusters Score -764850.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -764853.000000 Penalty: 2836.000732
	Iteration 72Q: 3 clusters Score -764853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -764855.187500 Penalty: 2836.000732
	Iteration 73Q: 3 clusters Score -764855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -764856.812500 Penalty: 2836.000732
	Iteration 74Q: 3 clusters Score -764856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -764857.062500 Penalty: 2836.000732
	Iteration 75Q: 3 clusters Score -764857.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -764857.062500 Penalty: 2836.000732
	Iteration 76F: 3 clusters Score -764857.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -167016.734375 Penalty: 1174.613159
	Iteration 0F: 2 clusters Score -167016.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -165318.125000 Penalty: 2349.226318
	Iteration 0F: 3 clusters Score -165318.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -165649.718750 Penalty: 2349.226318
	Iteration 1F: 3 clusters Score -165649.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -165714.625000 Penalty: 2349.226318
	Iteration 2F: 3 clusters Score -165714.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -165760.703125 Penalty: 2349.226318
	Iteration 3Q: 3 clusters Score -165760.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -165786.656250 Penalty: 2349.226318
	Iteration 4Q: 3 clusters Score -165786.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -165802.125000 Penalty: 2349.226318
	Iteration 5Q: 3 clusters Score -165802.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -165812.375000 Penalty: 2349.226318
	Iteration 6Q: 3 clusters Score -165812.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -165825.375000 Penalty: 2349.226318
	Iteration 7Q: 3 clusters Score -165825.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -165831.156250 Penalty: 2349.226318
	Iteration 8Q: 3 clusters Score -165831.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -165834.625000 Penalty: 2349.226318
	Iteration 9Q: 3 clusters Score -165834.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165842.765625 Penalty: 2349.226318
	Iteration 10Q: 3 clusters Score -165842.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -165845.750000 Penalty: 2349.226318
	Iteration 11Q: 3 clusters Score -165845.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165849.531250 Penalty: 2349.226318
	Iteration 12Q: 3 clusters Score -165849.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -165852.765625 Penalty: 2349.226318
	Iteration 13Q: 3 clusters Score -165852.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -165856.484375 Penalty: 2349.226318
	Iteration 14Q: 3 clusters Score -165856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -165857.968750 Penalty: 2349.226318
	Iteration 15Q: 3 clusters Score -165858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -165858.500000 Penalty: 2349.226318
	Iteration 16Q: 3 clusters Score -165858.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -165859.578125 Penalty: 2349.226318
	Iteration 17Q: 3 clusters Score -165859.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -165861.328125 Penalty: 2349.226318
	Iteration 18Q: 3 clusters Score -165861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -165861.671875 Penalty: 2349.226318
	Iteration 19Q: 3 clusters Score -165861.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -165861.828125 Penalty: 2349.226318
	Iteration 20F: 3 clusters Score -165861.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -150950.578125 Penalty: 1161.861450
	Iteration 0F: 2 clusters Score -150950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -149314.484375 Penalty: 2323.722900
	Iteration 0F: 3 clusters Score -149314.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -149637.703125 Penalty: 2323.722900
	Iteration 1F: 3 clusters Score -149637.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -149731.171875 Penalty: 2323.722900
	Iteration 2F: 3 clusters Score -149731.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -149784.078125 Penalty: 2323.722900
	Iteration 3Q: 3 clusters Score -149784.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -149810.140625 Penalty: 2323.722900
	Iteration 4Q: 3 clusters Score -149810.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -149829.328125 Penalty: 2323.722900
	Iteration 5Q: 3 clusters Score -149829.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -149852.687500 Penalty: 2323.722900
	Iteration 6Q: 3 clusters Score -149852.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -149869.406250 Penalty: 2323.722900
	Iteration 7Q: 3 clusters Score -149869.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -149885.250000 Penalty: 2323.722900
	Iteration 8Q: 3 clusters Score -149885.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -149892.437500 Penalty: 2323.722900
	Iteration 9Q: 3 clusters Score -149892.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -149907.078125 Penalty: 2323.722900
	Iteration 10Q: 3 clusters Score -149907.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -149928.718750 Penalty: 2323.722900
	Iteration 11Q: 3 clusters Score -149928.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -149946.515625 Penalty: 2323.722900
	Iteration 12Q: 3 clusters Score -149946.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -149961.359375 Penalty: 2323.722900
	Iteration 13Q: 3 clusters Score -149961.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -149985.328125 Penalty: 2323.722900
	Iteration 14Q: 3 clusters Score -149985.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -150006.640625 Penalty: 2323.722900
	Iteration 15Q: 3 clusters Score -150006.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -150017.953125 Penalty: 2323.722900
	Iteration 16Q: 3 clusters Score -150018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -150028.375000 Penalty: 2323.722900
	Iteration 17Q: 3 clusters Score -150028.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -150042.703125 Penalty: 2323.722900
	Iteration 18Q: 3 clusters Score -150042.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -150051.921875 Penalty: 2323.722900
	Iteration 19Q: 3 clusters Score -150051.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -150057.687500 Penalty: 2323.722900
	Iteration 20F: 3 clusters Score -150057.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -150063.437500 Penalty: 2323.722900
	Iteration 21Q: 3 clusters Score -150063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -150066.093750 Penalty: 2323.722900
	Iteration 22Q: 3 clusters Score -150066.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -150076.640625 Penalty: 2323.722900
	Iteration 23Q: 3 clusters Score -150076.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -150084.218750 Penalty: 2323.722900
	Iteration 24Q: 3 clusters Score -150084.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -150089.140625 Penalty: 2323.722900
	Iteration 25Q: 3 clusters Score -150089.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -150092.203125 Penalty: 2323.722900
	Iteration 26Q: 3 clusters Score -150092.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -150095.546875 Penalty: 2323.722900
	Iteration 27Q: 3 clusters Score -150095.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -150097.140625 Penalty: 2323.722900
	Iteration 28Q: 3 clusters Score -150097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -150098.125000 Penalty: 2323.722900
	Iteration 29Q: 3 clusters Score -150098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -150098.921875 Penalty: 2323.722900
	Iteration 30Q: 3 clusters Score -150098.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -150099.609375 Penalty: 2323.722900
	Iteration 31Q: 3 clusters Score -150099.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -150099.609375 Penalty: 2323.722900
	Iteration 32F: 3 clusters Score -150099.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Entering Unmasked Estep 
Score: -1385147.750000 Penalty: 1514.747559
	Iteration 0F: 2 clusters Score -1385148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1377288.625000 Penalty: 3029.495117
	Iteration 0F: 3 clusters Score -1377289 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1379877.500000 Penalty: 3029.495117
	Iteration 1F: 3 clusters Score -1379878 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1380174.875000 Penalty: 3029.495117
	Iteration 2F: 3 clusters Score -1380175 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1380467.625000 Penalty: 3029.495117
	Iteration 3F: 3 clusters Score -1380468 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1380787.000000 Penalty: 3029.495117
	Iteration 4F: 3 clusters Score -1380787 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1381130.875000 Penalty: 3029.495117
	Iteration 5F: 3 clusters Score -1381131 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1381501.750000 Penalty: 3029.495117
	Iteration 6F: 3 clusters Score -1381502 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1381876.500000 Penalty: 3029.495117
	Iteration 7F: 3 clusters Score -1381876 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1382227.250000 Penalty: 3029.495117
	Iteration 8F: 3 clusters Score -1382227 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1382518.000000 Penalty: 3029.495117
	Iteration 9Q: 3 clusters Score -1382518 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1382769.750000 Penalty: 3029.495117
	Iteration 10Q: 3 clusters Score -1382770 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -1383020.875000 Penalty: 3029.495117
	Iteration 11Q: 3 clusters Score -1383021 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1383218.750000 Penalty: 3029.495117
	Iteration 12Q: 3 clusters Score -1383219 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1383361.750000 Penalty: 3029.495117
	Iteration 13Q: 3 clusters Score -1383362 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1383463.875000 Penalty: 3029.495117
	Iteration 14Q: 3 clusters Score -1383464 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1383542.375000 Penalty: 3029.495117
	Iteration 15Q: 3 clusters Score -1383542 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1383586.125000 Penalty: 3029.495117
	Iteration 16Q: 3 clusters Score -1383586 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1383613.125000 Penalty: 3029.495117
	Iteration 17Q: 3 clusters Score -1383613 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -1383637.875000 Penalty: 3029.495117
	Iteration 18Q: 3 clusters Score -1383638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1383649.875000 Penalty: 3029.495117
	Iteration 19Q: 3 clusters Score -1383650 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -1383667.625000 Penalty: 3029.495117
	Iteration 20F: 3 clusters Score -1383668 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1383674.750000 Penalty: 3029.495117
	Iteration 21Q: 3 clusters Score -1383675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1383683.250000 Penalty: 3029.495117
	Iteration 22Q: 3 clusters Score -1383683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1383688.625000 Penalty: 3029.495117
	Iteration 23Q: 3 clusters Score -1383689 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1383692.750000 Penalty: 3029.495117
	Iteration 24Q: 3 clusters Score -1383693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1383698.000000 Penalty: 3029.495117
	Iteration 25Q: 3 clusters Score -1383698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1383703.250000 Penalty: 3029.495117
	Iteration 26Q: 3 clusters Score -1383703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1383703.875000 Penalty: 3029.495117
	Iteration 27Q: 3 clusters Score -1383704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1383704.500000 Penalty: 3029.495117
	Iteration 28Q: 3 clusters Score -1383704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1383709.125000 Penalty: 3029.495117
	Iteration 29Q: 3 clusters Score -1383709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1383714.250000 Penalty: 3029.495117
	Iteration 30Q: 3 clusters Score -1383714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1383710.875000 Penalty: 3029.495117
	Iteration 31Q: 3 clusters Score -1383711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1383715.625000 Penalty: 3029.495117
	Iteration 32Q: 3 clusters Score -1383716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1383715.125000 Penalty: 3029.495117
	Iteration 33Q: 3 clusters Score -1383715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1383717.250000 Penalty: 3029.495117
	Iteration 34Q: 3 clusters Score -1383717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1383717.500000 Penalty: 3029.495117
	Iteration 35Q: 3 clusters Score -1383718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1383719.000000 Penalty: 3029.495117
	Iteration 36Q: 3 clusters Score -1383719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1383720.125000 Penalty: 3029.495117
	Iteration 37Q: 3 clusters Score -1383720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1383721.750000 Penalty: 3029.495117
	Iteration 38Q: 3 clusters Score -1383722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1383721.750000 Penalty: 3029.495117
	Iteration 39F: 3 clusters Score -1383722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -233603.171875 Penalty: 1227.919556
	Iteration 0F: 2 clusters Score -233603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -231574.968750 Penalty: 2455.839111
	Iteration 0F: 3 clusters Score -231575 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -232022.390625 Penalty: 2455.839111
	Iteration 1F: 3 clusters Score -232022.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -232173.812500 Penalty: 2455.839111
	Iteration 2F: 3 clusters Score -232173.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -232262.046875 Penalty: 2455.839111
	Iteration 3F: 3 clusters Score -232262 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -232312.250000 Penalty: 2455.839111
	Iteration 4Q: 3 clusters Score -232312.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -232337.453125 Penalty: 2455.839111
	Iteration 5Q: 3 clusters Score -232337.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -232357.000000 Penalty: 2455.839111
	Iteration 6Q: 3 clusters Score -232357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -232371.328125 Penalty: 2455.839111
	Iteration 7Q: 3 clusters Score -232371.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -232381.937500 Penalty: 2455.839111
	Iteration 8Q: 3 clusters Score -232381.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -232397.031250 Penalty: 2455.839111
	Iteration 9Q: 3 clusters Score -232397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -232406.671875 Penalty: 2455.839111
	Iteration 10Q: 3 clusters Score -232406.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -232416.453125 Penalty: 2455.839111
	Iteration 11Q: 3 clusters Score -232416.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -232431.562500 Penalty: 2455.839111
	Iteration 12Q: 3 clusters Score -232431.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -232439.140625 Penalty: 2455.839111
	Iteration 13Q: 3 clusters Score -232439.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -232443.640625 Penalty: 2455.839111
	Iteration 14Q: 3 clusters Score -232443.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -232447.640625 Penalty: 2455.839111
	Iteration 15Q: 3 clusters Score -232447.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -232451.859375 Penalty: 2455.839111
	Iteration 16Q: 3 clusters Score -232451.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -232454.531250 Penalty: 2455.839111
	Iteration 17Q: 3 clusters Score -232454.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -232456.937500 Penalty: 2455.839111
	Iteration 18Q: 3 clusters Score -232456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -232458.515625 Penalty: 2455.839111
	Iteration 19Q: 3 clusters Score -232458.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -232462.640625 Penalty: 2455.839111
	Iteration 20F: 3 clusters Score -232462.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -232464.937500 Penalty: 2455.839111
	Iteration 21Q: 3 clusters Score -232464.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -232466.984375 Penalty: 2455.839111
	Iteration 22Q: 3 clusters Score -232467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -232469.937500 Penalty: 2455.839111
	Iteration 23Q: 3 clusters Score -232469.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -232472.703125 Penalty: 2455.839111
	Iteration 24Q: 3 clusters Score -232472.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -232474.765625 Penalty: 2455.839111
	Iteration 25Q: 3 clusters Score -232474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -232474.703125 Penalty: 2455.839111
	Iteration 26Q: 3 clusters Score -232474.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -232474.703125 Penalty: 2455.839111
	Iteration 27F: 3 clusters Score -232474.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Entering Unmasked Estep 
Score: -761139.812500 Penalty: 1419.470581
	Iteration 0F: 2 clusters Score -761139.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -756389.312500 Penalty: 2838.941162
	Iteration 0F: 3 clusters Score -756389.3 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -757776.312500 Penalty: 2838.941162
	Iteration 1F: 3 clusters Score -757776.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -758016.312500 Penalty: 2838.941162
	Iteration 2F: 3 clusters Score -758016.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -758222.750000 Penalty: 2838.941162
	Iteration 3F: 3 clusters Score -758222.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -758402.750000 Penalty: 2838.941162
	Iteration 4Q: 3 clusters Score -758402.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -758562.125000 Penalty: 2838.941162
	Iteration 5Q: 3 clusters Score -758562.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -758698.875000 Penalty: 2838.941162
	Iteration 6Q: 3 clusters Score -758698.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -758818.187500 Penalty: 2838.941162
	Iteration 7Q: 3 clusters Score -758818.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -758935.437500 Penalty: 2838.941162
	Iteration 8Q: 3 clusters Score -758935.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -759043.875000 Penalty: 2838.941162
	Iteration 9Q: 3 clusters Score -759043.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -759129.062500 Penalty: 2838.941162
	Iteration 10Q: 3 clusters Score -759129.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -759197.875000 Penalty: 2838.941162
	Iteration 11Q: 3 clusters Score -759197.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -759259.062500 Penalty: 2838.941162
	Iteration 12Q: 3 clusters Score -759259.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -759312.312500 Penalty: 2838.941162
	Iteration 13Q: 3 clusters Score -759312.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -759357.562500 Penalty: 2838.941162
	Iteration 14Q: 3 clusters Score -759357.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -759398.062500 Penalty: 2838.941162
	Iteration 15Q: 3 clusters Score -759398.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -759436.750000 Penalty: 2838.941162
	Iteration 16Q: 3 clusters Score -759436.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -759478.812500 Penalty: 2838.941162
	Iteration 17Q: 3 clusters Score -759478.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -759517.625000 Penalty: 2838.941162
	Iteration 18Q: 3 clusters Score -759517.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -759553.937500 Penalty: 2838.941162
	Iteration 19Q: 3 clusters Score -759553.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -759585.250000 Penalty: 2838.941162
	Iteration 20F: 3 clusters Score -759585.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -759622.062500 Penalty: 2838.941162
	Iteration 21Q: 3 clusters Score -759622.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -759650.375000 Penalty: 2838.941162
	Iteration 22Q: 3 clusters Score -759650.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -759674.875000 Penalty: 2838.941162
	Iteration 23Q: 3 clusters Score -759674.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -759694.125000 Penalty: 2838.941162
	Iteration 24Q: 3 clusters Score -759694.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -759705.562500 Penalty: 2838.941162
	Iteration 25Q: 3 clusters Score -759705.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -759721.750000 Penalty: 2838.941162
	Iteration 26Q: 3 clusters Score -759721.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -759736.187500 Penalty: 2838.941162
	Iteration 27Q: 3 clusters Score -759736.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -759746.187500 Penalty: 2838.941162
	Iteration 28Q: 3 clusters Score -759746.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -759760.500000 Penalty: 2838.941162
	Iteration 29Q: 3 clusters Score -759760.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -759775.937500 Penalty: 2838.941162
	Iteration 30Q: 3 clusters Score -759775.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -759790.625000 Penalty: 2838.941162
	Iteration 31Q: 3 clusters Score -759790.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -759806.187500 Penalty: 2838.941162
	Iteration 32Q: 3 clusters Score -759806.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -759819.250000 Penalty: 2838.941162
	Iteration 33Q: 3 clusters Score -759819.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -759831.187500 Penalty: 2838.941162
	Iteration 34Q: 3 clusters Score -759831.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -759839.250000 Penalty: 2838.941162
	Iteration 35Q: 3 clusters Score -759839.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -759844.937500 Penalty: 2838.941162
	Iteration 36Q: 3 clusters Score -759844.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -759854.875000 Penalty: 2838.941162
	Iteration 37Q: 3 clusters Score -759854.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -759867.125000 Penalty: 2838.941162
	Iteration 38Q: 3 clusters Score -759867.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -759872.437500 Penalty: 2838.941162
	Iteration 39Q: 3 clusters Score -759872.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -759885.687500 Penalty: 2838.941162
	Iteration 40F: 3 clusters Score -759885.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -759892.812500 Penalty: 2838.941162
	Iteration 41Q: 3 clusters Score -759892.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -759898.125000 Penalty: 2838.941162
	Iteration 42Q: 3 clusters Score -759898.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -759900.875000 Penalty: 2838.941162
	Iteration 43Q: 3 clusters Score -759900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -759902.250000 Penalty: 2838.941162
	Iteration 44Q: 3 clusters Score -759902.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -759903.250000 Penalty: 2838.941162
	Iteration 45Q: 3 clusters Score -759903.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -759903.250000 Penalty: 2838.941162
	Iteration 46F: 3 clusters Score -759903.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -301787.031250 Penalty: 1283.732910
	Iteration 0F: 2 clusters Score -301787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -299372.500000 Penalty: 2567.465820
	Iteration 0F: 3 clusters Score -299372.5 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -300179.437500 Penalty: 2567.465820
	Iteration 1F: 3 clusters Score -300179.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -300412.968750 Penalty: 2567.465820
	Iteration 2F: 3 clusters Score -300413 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -300557.781250 Penalty: 2567.465820
	Iteration 3F: 3 clusters Score -300557.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -300645.812500 Penalty: 2567.465820
	Iteration 4Q: 3 clusters Score -300645.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -300716.218750 Penalty: 2567.465820
	Iteration 5Q: 3 clusters Score -300716.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -300766.062500 Penalty: 2567.465820
	Iteration 6Q: 3 clusters Score -300766.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -300802.656250 Penalty: 2567.465820
	Iteration 7Q: 3 clusters Score -300802.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -300824.250000 Penalty: 2567.465820
	Iteration 8Q: 3 clusters Score -300824.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -300835.250000 Penalty: 2567.465820
	Iteration 9Q: 3 clusters Score -300835.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -300843.906250 Penalty: 2567.465820
	Iteration 10Q: 3 clusters Score -300843.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -300847.062500 Penalty: 2567.465820
	Iteration 11Q: 3 clusters Score -300847.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -300850.250000 Penalty: 2567.465820
	Iteration 12Q: 3 clusters Score -300850.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -300853.031250 Penalty: 2567.465820
	Iteration 13Q: 3 clusters Score -300853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -300857.468750 Penalty: 2567.465820
	Iteration 14Q: 3 clusters Score -300857.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -300860.093750 Penalty: 2567.465820
	Iteration 15Q: 3 clusters Score -300860.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -300864.375000 Penalty: 2567.465820
	Iteration 16Q: 3 clusters Score -300864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -300866.718750 Penalty: 2567.465820
	Iteration 17Q: 3 clusters Score -300866.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -300868.531250 Penalty: 2567.465820
	Iteration 18Q: 3 clusters Score -300868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -300870.593750 Penalty: 2567.465820
	Iteration 19Q: 3 clusters Score -300870.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -300873.593750 Penalty: 2567.465820
	Iteration 20F: 3 clusters Score -300873.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -300875.250000 Penalty: 2567.465820
	Iteration 21Q: 3 clusters Score -300875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -300876.875000 Penalty: 2567.465820
	Iteration 22Q: 3 clusters Score -300876.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -300878.031250 Penalty: 2567.465820
	Iteration 23Q: 3 clusters Score -300878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -300879.187500 Penalty: 2567.465820
	Iteration 24Q: 3 clusters Score -300879.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -300880.406250 Penalty: 2567.465820
	Iteration 25Q: 3 clusters Score -300880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -300880.406250 Penalty: 2567.465820
	Iteration 26F: 3 clusters Score -300880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -203908.750000 Penalty: 1204.377930
	Iteration 0F: 2 clusters Score -203908.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -202065.296875 Penalty: 2408.755859
	Iteration 0F: 3 clusters Score -202065.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -202454.546875 Penalty: 2408.755859
	Iteration 1F: 3 clusters Score -202454.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -202566.781250 Penalty: 2408.755859
	Iteration 2F: 3 clusters Score -202566.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -202627.656250 Penalty: 2408.755859
	Iteration 3Q: 3 clusters Score -202627.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -202680.546875 Penalty: 2408.755859
	Iteration 4Q: 3 clusters Score -202680.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -202722.437500 Penalty: 2408.755859
	Iteration 5Q: 3 clusters Score -202722.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -202764.437500 Penalty: 2408.755859
	Iteration 6Q: 3 clusters Score -202764.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -202813.859375 Penalty: 2408.755859
	Iteration 7Q: 3 clusters Score -202813.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -202851.906250 Penalty: 2408.755859
	Iteration 8Q: 3 clusters Score -202851.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -202894.968750 Penalty: 2408.755859
	Iteration 9Q: 3 clusters Score -202895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -202928.328125 Penalty: 2408.755859
	Iteration 10Q: 3 clusters Score -202928.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -202945.328125 Penalty: 2408.755859
	Iteration 11Q: 3 clusters Score -202945.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -202954.500000 Penalty: 2408.755859
	Iteration 12Q: 3 clusters Score -202954.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -202958.750000 Penalty: 2408.755859
	Iteration 13Q: 3 clusters Score -202958.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -202960.125000 Penalty: 2408.755859
	Iteration 14Q: 3 clusters Score -202960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -202962.921875 Penalty: 2408.755859
	Iteration 15Q: 3 clusters Score -202962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -202964.812500 Penalty: 2408.755859
	Iteration 16Q: 3 clusters Score -202964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -202964.843750 Penalty: 2408.755859
	Iteration 17Q: 3 clusters Score -202964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -202965.343750 Penalty: 2408.755859
	Iteration 18Q: 3 clusters Score -202965.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -202965.343750 Penalty: 2408.755859
	Iteration 19F: 3 clusters Score -202965.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (69980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69980 members 
Entering Unmasked Estep 
Score: -8664683.000000 Penalty: 1812.844238
	Iteration 0F: 2 clusters Score -8664683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -8617772.000000 Penalty: 3625.688477
	Iteration 0F: 3 clusters Score -8617772 nChanged 33319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -8636891.000000 Penalty: 3625.688477
	Iteration 1F: 3 clusters Score -8636891 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 39693 members 
Entering Unmasked Estep 
Score: -8637725.000000 Penalty: 3625.688477
	Iteration 2Q: 3 clusters Score -8637725 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -8639088.000000 Penalty: 3625.688477
	Iteration 3Q: 3 clusters Score -8639088 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -8641257.000000 Penalty: 3625.688477
	Iteration 4F: 3 clusters Score -8641257 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -8645055.000000 Penalty: 3625.688477
	Iteration 5F: 3 clusters Score -8645055 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 57506 members 
Entering Unmasked Estep 
Score: -8650438.000000 Penalty: 3625.688477
	Iteration 6F: 3 clusters Score -8650438 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 63297 members 
Entering Unmasked Estep 
Score: -8656310.000000 Penalty: 3625.688477
	Iteration 7F: 3 clusters Score -8656310 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 67289 members 
Entering Unmasked Estep 
Score: -8660366.000000 Penalty: 3625.688477
	Iteration 8F: 3 clusters Score -8660366 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 69101 members 
Entering Unmasked Estep 
Score: -8662229.000000 Penalty: 3625.688477
	Iteration 9Q: 3 clusters Score -8662229 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 69679 members 
Entering Unmasked Estep 
Score: -8662765.000000 Penalty: 3625.688477
	Iteration 10Q: 3 clusters Score -8662765 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 69800 members 
Entering Unmasked Estep 
Score: -8662939.000000 Penalty: 3625.688477
	Iteration 11Q: 3 clusters Score -8662939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 69830 members 
Entering Unmasked Estep 
Score: -8662985.000000 Penalty: 3625.688477
	Iteration 12Q: 3 clusters Score -8662985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 69841 members 
Entering Unmasked Estep 
Score: -8663024.000000 Penalty: 3625.688477
	Iteration 13Q: 3 clusters Score -8663024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -8663036.000000 Penalty: 3625.688477
	Iteration 14Q: 3 clusters Score -8663036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 69849 members 
Entering Unmasked Estep 
Score: -8663036.000000 Penalty: 3625.688477
	Iteration 15Q: 3 clusters Score -8663036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69850 members 
Entering Unmasked Estep 
Score: -8663039.000000 Penalty: 3625.688477
	Iteration 16Q: 3 clusters Score -8663039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69850 members 
Entering Unmasked Estep 
Score: -8663039.000000 Penalty: 3625.688477
	Iteration 17F: 3 clusters Score -8663039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (14497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Entering Unmasked Estep 
Score: -1786611.625000 Penalty: 1557.025879
	Iteration 0F: 2 clusters Score -1786612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1776536.125000 Penalty: 3114.051758
	Iteration 0F: 3 clusters Score -1776536 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1779891.625000 Penalty: 3114.051758
	Iteration 1F: 3 clusters Score -1779892 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1780141.375000 Penalty: 3114.051758
	Iteration 2Q: 3 clusters Score -1780141 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1780369.000000 Penalty: 3114.051758
	Iteration 3Q: 3 clusters Score -1780369 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1780571.000000 Penalty: 3114.051758
	Iteration 4Q: 3 clusters Score -1780571 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1780776.125000 Penalty: 3114.051758
	Iteration 5Q: 3 clusters Score -1780776 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1780988.250000 Penalty: 3114.051758
	Iteration 6Q: 3 clusters Score -1780988 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1781274.500000 Penalty: 3114.051758
	Iteration 7Q: 3 clusters Score -1781274 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1781564.875000 Penalty: 3114.051758
	Iteration 8Q: 3 clusters Score -1781565 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1781852.875000 Penalty: 3114.051758
	Iteration 9Q: 3 clusters Score -1781853 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1782103.375000 Penalty: 3114.051758
	Iteration 10Q: 3 clusters Score -1782103 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1782356.000000 Penalty: 3114.051758
	Iteration 11Q: 3 clusters Score -1782356 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1782608.875000 Penalty: 3114.051758
	Iteration 12Q: 3 clusters Score -1782609 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1782834.750000 Penalty: 3114.051758
	Iteration 13Q: 3 clusters Score -1782835 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1783061.000000 Penalty: 3114.051758
	Iteration 14Q: 3 clusters Score -1783061 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1783297.875000 Penalty: 3114.051758
	Iteration 15Q: 3 clusters Score -1783298 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1783525.625000 Penalty: 3114.051758
	Iteration 16Q: 3 clusters Score -1783526 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1783763.625000 Penalty: 3114.051758
	Iteration 17Q: 3 clusters Score -1783764 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1783986.375000 Penalty: 3114.051758
	Iteration 18Q: 3 clusters Score -1783986 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1784200.250000 Penalty: 3114.051758
	Iteration 19Q: 3 clusters Score -1784200 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1784430.375000 Penalty: 3114.051758
	Iteration 20F: 3 clusters Score -1784430 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1784636.250000 Penalty: 3114.051758
	Iteration 21Q: 3 clusters Score -1784636 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1784797.500000 Penalty: 3114.051758
	Iteration 22Q: 3 clusters Score -1784798 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1784944.500000 Penalty: 3114.051758
	Iteration 23Q: 3 clusters Score -1784944 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1785037.125000 Penalty: 3114.051758
	Iteration 24Q: 3 clusters Score -1785037 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1785108.375000 Penalty: 3114.051758
	Iteration 25Q: 3 clusters Score -1785108 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1785164.000000 Penalty: 3114.051758
	Iteration 26Q: 3 clusters Score -1785164 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1785198.875000 Penalty: 3114.051758
	Iteration 27Q: 3 clusters Score -1785199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1785214.000000 Penalty: 3114.051758
	Iteration 28Q: 3 clusters Score -1785214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1785232.500000 Penalty: 3114.051758
	Iteration 29Q: 3 clusters Score -1785232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1785252.375000 Penalty: 3114.051758
	Iteration 30Q: 3 clusters Score -1785252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1785265.375000 Penalty: 3114.051758
	Iteration 31Q: 3 clusters Score -1785265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1785277.125000 Penalty: 3114.051758
	Iteration 32Q: 3 clusters Score -1785277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1785282.500000 Penalty: 3114.051758
	Iteration 33Q: 3 clusters Score -1785282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1785284.375000 Penalty: 3114.051758
	Iteration 34Q: 3 clusters Score -1785284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1785291.500000 Penalty: 3114.051758
	Iteration 35Q: 3 clusters Score -1785292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1785292.125000 Penalty: 3114.051758
	Iteration 36Q: 3 clusters Score -1785292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1785294.375000 Penalty: 3114.051758
	Iteration 37Q: 3 clusters Score -1785294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1785291.875000 Penalty: 3114.051758
	Iteration 38Q: 3 clusters Score -1785292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1785294.750000 Penalty: 3114.051758
	Iteration 39Q: 3 clusters Score -1785295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1785294.750000 Penalty: 3114.051758
	Iteration 40F: 3 clusters Score -1785295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Entering Unmasked Estep 
Score: -468144.843750 Penalty: 1332.412842
	Iteration 0F: 2 clusters Score -468144.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -465055.375000 Penalty: 2664.825684
	Iteration 0F: 3 clusters Score -465055.4 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -465798.062500 Penalty: 2664.825684
	Iteration 1F: 3 clusters Score -465798.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -465926.031250 Penalty: 2664.825684
	Iteration 2F: 3 clusters Score -465926 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -466003.531250 Penalty: 2664.825684
	Iteration 3Q: 3 clusters Score -466003.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -466049.062500 Penalty: 2664.825684
	Iteration 4Q: 3 clusters Score -466049.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -466081.531250 Penalty: 2664.825684
	Iteration 5Q: 3 clusters Score -466081.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -466105.031250 Penalty: 2664.825684
	Iteration 6Q: 3 clusters Score -466105 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -466127.218750 Penalty: 2664.825684
	Iteration 7Q: 3 clusters Score -466127.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -466142.593750 Penalty: 2664.825684
	Iteration 8Q: 3 clusters Score -466142.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -466152.593750 Penalty: 2664.825684
	Iteration 9Q: 3 clusters Score -466152.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -466165.406250 Penalty: 2664.825684
	Iteration 10Q: 3 clusters Score -466165.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -466171.656250 Penalty: 2664.825684
	Iteration 11Q: 3 clusters Score -466171.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -466174.312500 Penalty: 2664.825684
	Iteration 12Q: 3 clusters Score -466174.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -466178.843750 Penalty: 2664.825684
	Iteration 13Q: 3 clusters Score -466178.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -466185.750000 Penalty: 2664.825684
	Iteration 14Q: 3 clusters Score -466185.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -466189.781250 Penalty: 2664.825684
	Iteration 15Q: 3 clusters Score -466189.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -466195.250000 Penalty: 2664.825684
	Iteration 16Q: 3 clusters Score -466195.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -466197.218750 Penalty: 2664.825684
	Iteration 17Q: 3 clusters Score -466197.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -466200.218750 Penalty: 2664.825684
	Iteration 18Q: 3 clusters Score -466200.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -466203.531250 Penalty: 2664.825684
	Iteration 19Q: 3 clusters Score -466203.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -466203.718750 Penalty: 2664.825684
	Iteration 20F: 3 clusters Score -466203.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -466206.125000 Penalty: 2664.825684
	Iteration 21Q: 3 clusters Score -466206.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -466207.437500 Penalty: 2664.825684
	Iteration 22Q: 3 clusters Score -466207.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -466210.500000 Penalty: 2664.825684
	Iteration 23Q: 3 clusters Score -466210.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -466210.687500 Penalty: 2664.825684
	Iteration 24Q: 3 clusters Score -466210.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -466211.875000 Penalty: 2664.825684
	Iteration 25Q: 3 clusters Score -466211.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -466213.250000 Penalty: 2664.825684
	Iteration 26Q: 3 clusters Score -466213.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -466217.750000 Penalty: 2664.825684
	Iteration 27Q: 3 clusters Score -466217.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -466220.218750 Penalty: 2664.825684
	Iteration 28Q: 3 clusters Score -466220.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -466222.718750 Penalty: 2664.825684
	Iteration 29Q: 3 clusters Score -466222.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -466226.406250 Penalty: 2664.825684
	Iteration 30Q: 3 clusters Score -466226.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -466227.312500 Penalty: 2664.825684
	Iteration 31Q: 3 clusters Score -466227.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -466228.906250 Penalty: 2664.825684
	Iteration 32Q: 3 clusters Score -466228.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -466231.218750 Penalty: 2664.825684
	Iteration 33Q: 3 clusters Score -466231.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -466232.000000 Penalty: 2664.825684
	Iteration 34Q: 3 clusters Score -466232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -466234.062500 Penalty: 2664.825684
	Iteration 35Q: 3 clusters Score -466234.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -466238.875000 Penalty: 2664.825684
	Iteration 36Q: 3 clusters Score -466238.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -466241.937500 Penalty: 2664.825684
	Iteration 37Q: 3 clusters Score -466241.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -466243.718750 Penalty: 2664.825684
	Iteration 38Q: 3 clusters Score -466243.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -466244.218750 Penalty: 2664.825684
	Iteration 39Q: 3 clusters Score -466244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -466245.031250 Penalty: 2664.825684
	Iteration 40F: 3 clusters Score -466245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -466246.625000 Penalty: 2664.825684
	Iteration 41Q: 3 clusters Score -466246.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -466248.937500 Penalty: 2664.825684
	Iteration 42Q: 3 clusters Score -466248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -466250.468750 Penalty: 2664.825684
	Iteration 43Q: 3 clusters Score -466250.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -466251.437500 Penalty: 2664.825684
	Iteration 44Q: 3 clusters Score -466251.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -466251.593750 Penalty: 2664.825684
	Iteration 45Q: 3 clusters Score -466251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -466252.875000 Penalty: 2664.825684
	Iteration 46Q: 3 clusters Score -466252.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -466253.781250 Penalty: 2664.825684
	Iteration 47Q: 3 clusters Score -466253.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -466254.281250 Penalty: 2664.825684
	Iteration 48Q: 3 clusters Score -466254.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -466255.187500 Penalty: 2664.825684
	Iteration 49Q: 3 clusters Score -466255.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -466255.687500 Penalty: 2664.825684
	Iteration 50Q: 3 clusters Score -466255.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -466257.062500 Penalty: 2664.825684
	Iteration 51Q: 3 clusters Score -466257.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -466258.437500 Penalty: 2664.825684
	Iteration 52Q: 3 clusters Score -466258.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -466259.312500 Penalty: 2664.825684
	Iteration 53Q: 3 clusters Score -466259.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -466260.656250 Penalty: 2664.825684
	Iteration 54Q: 3 clusters Score -466260.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -466262.125000 Penalty: 2664.825684
	Iteration 55Q: 3 clusters Score -466262.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -466262.906250 Penalty: 2664.825684
	Iteration 56Q: 3 clusters Score -466262.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -466264.250000 Penalty: 2664.825684
	Iteration 57Q: 3 clusters Score -466264.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -466266.031250 Penalty: 2664.825684
	Iteration 58Q: 3 clusters Score -466266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -466267.062500 Penalty: 2664.825684
	Iteration 59Q: 3 clusters Score -466267.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -466267.312500 Penalty: 2664.825684
	Iteration 60F: 3 clusters Score -466267.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -466268.562500 Penalty: 2664.825684
	Iteration 61Q: 3 clusters Score -466268.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -466270.875000 Penalty: 2664.825684
	Iteration 62Q: 3 clusters Score -466270.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -466272.812500 Penalty: 2664.825684
	Iteration 63Q: 3 clusters Score -466272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -466272.375000 Penalty: 2664.825684
	Iteration 64Q: 3 clusters Score -466272.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -466273.250000 Penalty: 2664.825684
	Iteration 65Q: 3 clusters Score -466273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -466275.093750 Penalty: 2664.825684
	Iteration 66Q: 3 clusters Score -466275.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -466278.125000 Penalty: 2664.825684
	Iteration 67Q: 3 clusters Score -466278.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -466279.375000 Penalty: 2664.825684
	Iteration 68Q: 3 clusters Score -466279.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -466281.718750 Penalty: 2664.825684
	Iteration 69Q: 3 clusters Score -466281.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -466285.843750 Penalty: 2664.825684
	Iteration 70Q: 3 clusters Score -466285.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -466288.187500 Penalty: 2664.825684
	Iteration 71Q: 3 clusters Score -466288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -466289.687500 Penalty: 2664.825684
	Iteration 72Q: 3 clusters Score -466289.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -466290.625000 Penalty: 2664.825684
	Iteration 73Q: 3 clusters Score -466290.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -466292.187500 Penalty: 2664.825684
	Iteration 74Q: 3 clusters Score -466292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -466291.750000 Penalty: 2664.825684
	Iteration 75Q: 3 clusters Score -466291.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -466292.562500 Penalty: 2664.825684
	Iteration 76Q: 3 clusters Score -466292.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -466293.281250 Penalty: 2664.825684
	Iteration 77Q: 3 clusters Score -466293.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -466293.750000 Penalty: 2664.825684
	Iteration 78Q: 3 clusters Score -466293.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -466295.937500 Penalty: 2664.825684
	Iteration 79Q: 3 clusters Score -466295.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -466297.718750 Penalty: 2664.825684
	Iteration 80F: 3 clusters Score -466297.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -466300.343750 Penalty: 2664.825684
	Iteration 81Q: 3 clusters Score -466300.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -466301.250000 Penalty: 2664.825684
	Iteration 82Q: 3 clusters Score -466301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -466304.031250 Penalty: 2664.825684
	Iteration 83Q: 3 clusters Score -466304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -466305.375000 Penalty: 2664.825684
	Iteration 84Q: 3 clusters Score -466305.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -466306.312500 Penalty: 2664.825684
	Iteration 85Q: 3 clusters Score -466306.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -466307.656250 Penalty: 2664.825684
	Iteration 86Q: 3 clusters Score -466307.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -466308.656250 Penalty: 2664.825684
	Iteration 87Q: 3 clusters Score -466308.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -466309.937500 Penalty: 2664.825684
	Iteration 88Q: 3 clusters Score -466309.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -466311.593750 Penalty: 2664.825684
	Iteration 89Q: 3 clusters Score -466311.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -466314.250000 Penalty: 2664.825684
	Iteration 90Q: 3 clusters Score -466314.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -466315.593750 Penalty: 2664.825684
	Iteration 91Q: 3 clusters Score -466315.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -466316.906250 Penalty: 2664.825684
	Iteration 92Q: 3 clusters Score -466316.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -466318.625000 Penalty: 2664.825684
	Iteration 93Q: 3 clusters Score -466318.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -466321.406250 Penalty: 2664.825684
	Iteration 94Q: 3 clusters Score -466321.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -466324.218750 Penalty: 2664.825684
	Iteration 95Q: 3 clusters Score -466324.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -466326.343750 Penalty: 2664.825684
	Iteration 96Q: 3 clusters Score -466326.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -466329.593750 Penalty: 2664.825684
	Iteration 97Q: 3 clusters Score -466329.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -466333.812500 Penalty: 2664.825684
	Iteration 98Q: 3 clusters Score -466333.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -466337.156250 Penalty: 2664.825684
	Iteration 99Q: 3 clusters Score -466337.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -466341.968750 Penalty: 2664.825684
	Iteration 100F: 3 clusters Score -466342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -466345.593750 Penalty: 2664.825684
	Iteration 101Q: 3 clusters Score -466345.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -466349.656250 Penalty: 2664.825684
	Iteration 102Q: 3 clusters Score -466349.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -466355.500000 Penalty: 2664.825684
	Iteration 103Q: 3 clusters Score -466355.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -466358.812500 Penalty: 2664.825684
	Iteration 104Q: 3 clusters Score -466358.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -466360.406250 Penalty: 2664.825684
	Iteration 105Q: 3 clusters Score -466360.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -466361.093750 Penalty: 2664.825684
	Iteration 106Q: 3 clusters Score -466361.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -466364.531250 Penalty: 2664.825684
	Iteration 107Q: 3 clusters Score -466364.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -466364.750000 Penalty: 2664.825684
	Iteration 108Q: 3 clusters Score -466364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -466366.468750 Penalty: 2664.825684
	Iteration 109Q: 3 clusters Score -466366.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -466368.843750 Penalty: 2664.825684
	Iteration 110Q: 3 clusters Score -466368.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -466370.250000 Penalty: 2664.825684
	Iteration 111Q: 3 clusters Score -466370.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -466372.468750 Penalty: 2664.825684
	Iteration 112Q: 3 clusters Score -466372.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -466377.375000 Penalty: 2664.825684
	Iteration 113Q: 3 clusters Score -466377.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -466383.375000 Penalty: 2664.825684
	Iteration 114Q: 3 clusters Score -466383.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -466389.250000 Penalty: 2664.825684
	Iteration 115Q: 3 clusters Score -466389.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -466395.531250 Penalty: 2664.825684
	Iteration 116Q: 3 clusters Score -466395.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -466399.093750 Penalty: 2664.825684
	Iteration 117Q: 3 clusters Score -466399.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -466402.000000 Penalty: 2664.825684
	Iteration 118Q: 3 clusters Score -466402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -466406.062500 Penalty: 2664.825684
	Iteration 119Q: 3 clusters Score -466406.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -466414.437500 Penalty: 2664.825684
	Iteration 120F: 3 clusters Score -466414.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -466422.468750 Penalty: 2664.825684
	Iteration 121Q: 3 clusters Score -466422.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -466430.250000 Penalty: 2664.825684
	Iteration 122Q: 3 clusters Score -466430.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -466442.000000 Penalty: 2664.825684
	Iteration 123Q: 3 clusters Score -466442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -466452.375000 Penalty: 2664.825684
	Iteration 124Q: 3 clusters Score -466452.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -466464.593750 Penalty: 2664.825684
	Iteration 125Q: 3 clusters Score -466464.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -466476.250000 Penalty: 2664.825684
	Iteration 126Q: 3 clusters Score -466476.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -466488.937500 Penalty: 2664.825684
	Iteration 127Q: 3 clusters Score -466488.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -466505.750000 Penalty: 2664.825684
	Iteration 128Q: 3 clusters Score -466505.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -466522.468750 Penalty: 2664.825684
	Iteration 129Q: 3 clusters Score -466522.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -466541.281250 Penalty: 2664.825684
	Iteration 130Q: 3 clusters Score -466541.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -466568.062500 Penalty: 2664.825684
	Iteration 131Q: 3 clusters Score -466568.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -466609.968750 Penalty: 2664.825684
	Iteration 132Q: 3 clusters Score -466610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -466655.125000 Penalty: 2664.825684
	Iteration 133Q: 3 clusters Score -466655.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -466700.281250 Penalty: 2664.825684
	Iteration 134Q: 3 clusters Score -466700.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -466730.968750 Penalty: 2664.825684
	Iteration 135Q: 3 clusters Score -466731 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -466761.062500 Penalty: 2664.825684
	Iteration 136Q: 3 clusters Score -466761.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -466787.125000 Penalty: 2664.825684
	Iteration 137Q: 3 clusters Score -466787.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -466803.656250 Penalty: 2664.825684
	Iteration 138Q: 3 clusters Score -466803.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -466821.250000 Penalty: 2664.825684
	Iteration 139Q: 3 clusters Score -466821.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -466840.437500 Penalty: 2664.825684
	Iteration 140F: 3 clusters Score -466840.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -466862.906250 Penalty: 2664.825684
	Iteration 141Q: 3 clusters Score -466862.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -466879.093750 Penalty: 2664.825684
	Iteration 142Q: 3 clusters Score -466879.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -466887.218750 Penalty: 2664.825684
	Iteration 143Q: 3 clusters Score -466887.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -466895.625000 Penalty: 2664.825684
	Iteration 144Q: 3 clusters Score -466895.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -466903.375000 Penalty: 2664.825684
	Iteration 145Q: 3 clusters Score -466903.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -466908.843750 Penalty: 2664.825684
	Iteration 146Q: 3 clusters Score -466908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -466911.812500 Penalty: 2664.825684
	Iteration 147Q: 3 clusters Score -466911.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -466915.250000 Penalty: 2664.825684
	Iteration 148Q: 3 clusters Score -466915.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -466927.093750 Penalty: 2664.825684
	Iteration 149Q: 3 clusters Score -466927.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -466936.000000 Penalty: 2664.825684
	Iteration 150Q: 3 clusters Score -466936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -466939.750000 Penalty: 2664.825684
	Iteration 151Q: 3 clusters Score -466939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -466944.625000 Penalty: 2664.825684
	Iteration 152Q: 3 clusters Score -466944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -466946.781250 Penalty: 2664.825684
	Iteration 153Q: 3 clusters Score -466946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -466948.750000 Penalty: 2664.825684
	Iteration 154Q: 3 clusters Score -466948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -466949.500000 Penalty: 2664.825684
	Iteration 155Q: 3 clusters Score -466949.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -466953.062500 Penalty: 2664.825684
	Iteration 156Q: 3 clusters Score -466953.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -466955.156250 Penalty: 2664.825684
	Iteration 157Q: 3 clusters Score -466955.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -466955.156250 Penalty: 2664.825684
	Iteration 158F: 3 clusters Score -466955.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Entering Unmasked Estep 
Score: -1457811.500000 Penalty: 1521.609009
	Iteration 0F: 2 clusters Score -1457812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1449557.375000 Penalty: 3043.218018
	Iteration 0F: 3 clusters Score -1449557 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1452506.500000 Penalty: 3043.218018
	Iteration 1F: 3 clusters Score -1452506 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1452974.375000 Penalty: 3043.218018
	Iteration 2F: 3 clusters Score -1452974 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1453587.750000 Penalty: 3043.218018
	Iteration 3F: 3 clusters Score -1453588 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1454306.125000 Penalty: 3043.218018
	Iteration 4F: 3 clusters Score -1454306 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1455028.750000 Penalty: 3043.218018
	Iteration 5F: 3 clusters Score -1455029 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1455578.125000 Penalty: 3043.218018
	Iteration 6F: 3 clusters Score -1455578 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1455895.125000 Penalty: 3043.218018
	Iteration 7Q: 3 clusters Score -1455895 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1456074.750000 Penalty: 3043.218018
	Iteration 8Q: 3 clusters Score -1456075 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1456191.250000 Penalty: 3043.218018
	Iteration 9Q: 3 clusters Score -1456191 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1456289.750000 Penalty: 3043.218018
	Iteration 10Q: 3 clusters Score -1456290 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1456361.875000 Penalty: 3043.218018
	Iteration 11Q: 3 clusters Score -1456362 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1456424.500000 Penalty: 3043.218018
	Iteration 12Q: 3 clusters Score -1456424 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1456475.375000 Penalty: 3043.218018
	Iteration 13Q: 3 clusters Score -1456475 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1456514.250000 Penalty: 3043.218018
	Iteration 14Q: 3 clusters Score -1456514 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1456545.250000 Penalty: 3043.218018
	Iteration 15Q: 3 clusters Score -1456545 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1456565.625000 Penalty: 3043.218018
	Iteration 16Q: 3 clusters Score -1456566 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1456579.625000 Penalty: 3043.218018
	Iteration 17Q: 3 clusters Score -1456580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1456593.125000 Penalty: 3043.218018
	Iteration 18Q: 3 clusters Score -1456593 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1456607.875000 Penalty: 3043.218018
	Iteration 19Q: 3 clusters Score -1456608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1456613.375000 Penalty: 3043.218018
	Iteration 20F: 3 clusters Score -1456613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1456615.500000 Penalty: 3043.218018
	Iteration 21Q: 3 clusters Score -1456616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1456617.500000 Penalty: 3043.218018
	Iteration 22Q: 3 clusters Score -1456618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1456617.000000 Penalty: 3043.218018
	Iteration 23Q: 3 clusters Score -1456617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1456622.500000 Penalty: 3043.218018
	Iteration 24Q: 3 clusters Score -1456622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1456625.125000 Penalty: 3043.218018
	Iteration 25Q: 3 clusters Score -1456625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1456628.125000 Penalty: 3043.218018
	Iteration 26Q: 3 clusters Score -1456628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1456628.875000 Penalty: 3043.218018
	Iteration 27Q: 3 clusters Score -1456629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1456630.375000 Penalty: 3043.218018
	Iteration 28Q: 3 clusters Score -1456630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1456631.875000 Penalty: 3043.218018
	Iteration 29Q: 3 clusters Score -1456632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1456632.000000 Penalty: 3043.218018
	Iteration 30Q: 3 clusters Score -1456632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1456632.000000 Penalty: 3043.218018
	Iteration 31F: 3 clusters Score -1456632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -248943.125000 Penalty: 1240.422485
	Iteration 0F: 2 clusters Score -248943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -246791.406250 Penalty: 2480.844971
	Iteration 0F: 3 clusters Score -246791.4 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -247269.312500 Penalty: 2480.844971
	Iteration 1F: 3 clusters Score -247269.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -247381.187500 Penalty: 2480.844971
	Iteration 2F: 3 clusters Score -247381.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -247441.984375 Penalty: 2480.844971
	Iteration 3Q: 3 clusters Score -247442 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -247472.171875 Penalty: 2480.844971
	Iteration 4Q: 3 clusters Score -247472.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -247489.390625 Penalty: 2480.844971
	Iteration 5Q: 3 clusters Score -247489.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -247500.156250 Penalty: 2480.844971
	Iteration 6Q: 3 clusters Score -247500.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -247512.015625 Penalty: 2480.844971
	Iteration 7Q: 3 clusters Score -247512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -247524.359375 Penalty: 2480.844971
	Iteration 8Q: 3 clusters Score -247524.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -247534.062500 Penalty: 2480.844971
	Iteration 9Q: 3 clusters Score -247534.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -247541.156250 Penalty: 2480.844971
	Iteration 10Q: 3 clusters Score -247541.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -247543.937500 Penalty: 2480.844971
	Iteration 11Q: 3 clusters Score -247543.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -247548.375000 Penalty: 2480.844971
	Iteration 12Q: 3 clusters Score -247548.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -247552.343750 Penalty: 2480.844971
	Iteration 13Q: 3 clusters Score -247552.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -247559.281250 Penalty: 2480.844971
	Iteration 14Q: 3 clusters Score -247559.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -247564.843750 Penalty: 2480.844971
	Iteration 15Q: 3 clusters Score -247564.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -247570.125000 Penalty: 2480.844971
	Iteration 16Q: 3 clusters Score -247570.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -247572.484375 Penalty: 2480.844971
	Iteration 17Q: 3 clusters Score -247572.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -247576.312500 Penalty: 2480.844971
	Iteration 18Q: 3 clusters Score -247576.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -247580.250000 Penalty: 2480.844971
	Iteration 19Q: 3 clusters Score -247580.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -247583.921875 Penalty: 2480.844971
	Iteration 20F: 3 clusters Score -247583.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -247586.828125 Penalty: 2480.844971
	Iteration 21Q: 3 clusters Score -247586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -247588.234375 Penalty: 2480.844971
	Iteration 22Q: 3 clusters Score -247588.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -247589.328125 Penalty: 2480.844971
	Iteration 23Q: 3 clusters Score -247589.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -247593.343750 Penalty: 2480.844971
	Iteration 24Q: 3 clusters Score -247593.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -247597.687500 Penalty: 2480.844971
	Iteration 25Q: 3 clusters Score -247597.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -247599.593750 Penalty: 2480.844971
	Iteration 26Q: 3 clusters Score -247599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -247602.375000 Penalty: 2480.844971
	Iteration 27Q: 3 clusters Score -247602.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -247607.781250 Penalty: 2480.844971
	Iteration 28Q: 3 clusters Score -247607.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -247610.343750 Penalty: 2480.844971
	Iteration 29Q: 3 clusters Score -247610.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -247613.109375 Penalty: 2480.844971
	Iteration 30Q: 3 clusters Score -247613.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -247616.375000 Penalty: 2480.844971
	Iteration 31Q: 3 clusters Score -247616.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -247617.531250 Penalty: 2480.844971
	Iteration 32Q: 3 clusters Score -247617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -247620.812500 Penalty: 2480.844971
	Iteration 33Q: 3 clusters Score -247620.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -247621.859375 Penalty: 2480.844971
	Iteration 34Q: 3 clusters Score -247621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -247622.546875 Penalty: 2480.844971
	Iteration 35Q: 3 clusters Score -247622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -247622.984375 Penalty: 2480.844971
	Iteration 36Q: 3 clusters Score -247623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -247622.968750 Penalty: 2480.844971
	Iteration 37Q: 3 clusters Score -247623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -247622.968750 Penalty: 2480.844971
	Iteration 38F: 3 clusters Score -247623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -178409.296875 Penalty: 1179.492065
	Iteration 0F: 2 clusters Score -178409.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -176709.921875 Penalty: 2358.984131
	Iteration 0F: 3 clusters Score -176709.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -176995.046875 Penalty: 2358.984131
	Iteration 1F: 3 clusters Score -176995 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -177073.609375 Penalty: 2358.984131
	Iteration 2F: 3 clusters Score -177073.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -177105.968750 Penalty: 2358.984131
	Iteration 3Q: 3 clusters Score -177106 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -177133.453125 Penalty: 2358.984131
	Iteration 4Q: 3 clusters Score -177133.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -177154.281250 Penalty: 2358.984131
	Iteration 5Q: 3 clusters Score -177154.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -177171.656250 Penalty: 2358.984131
	Iteration 6Q: 3 clusters Score -177171.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -177179.421875 Penalty: 2358.984131
	Iteration 7Q: 3 clusters Score -177179.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -177187.812500 Penalty: 2358.984131
	Iteration 8Q: 3 clusters Score -177187.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -177195.093750 Penalty: 2358.984131
	Iteration 9Q: 3 clusters Score -177195.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -177205.718750 Penalty: 2358.984131
	Iteration 10Q: 3 clusters Score -177205.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -177213.343750 Penalty: 2358.984131
	Iteration 11Q: 3 clusters Score -177213.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -177220.421875 Penalty: 2358.984131
	Iteration 12Q: 3 clusters Score -177220.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -177231.687500 Penalty: 2358.984131
	Iteration 13Q: 3 clusters Score -177231.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -177236.437500 Penalty: 2358.984131
	Iteration 14Q: 3 clusters Score -177236.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -177239.875000 Penalty: 2358.984131
	Iteration 15Q: 3 clusters Score -177239.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -177245.468750 Penalty: 2358.984131
	Iteration 16Q: 3 clusters Score -177245.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -177249.609375 Penalty: 2358.984131
	Iteration 17Q: 3 clusters Score -177249.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -177254.484375 Penalty: 2358.984131
	Iteration 18Q: 3 clusters Score -177254.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -177257.390625 Penalty: 2358.984131
	Iteration 19Q: 3 clusters Score -177257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -177260.203125 Penalty: 2358.984131
	Iteration 20F: 3 clusters Score -177260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -177264.312500 Penalty: 2358.984131
	Iteration 21Q: 3 clusters Score -177264.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -177265.781250 Penalty: 2358.984131
	Iteration 22Q: 3 clusters Score -177265.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -177267.500000 Penalty: 2358.984131
	Iteration 23Q: 3 clusters Score -177267.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -177270.765625 Penalty: 2358.984131
	Iteration 24Q: 3 clusters Score -177270.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -177273.406250 Penalty: 2358.984131
	Iteration 25Q: 3 clusters Score -177273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -177274.328125 Penalty: 2358.984131
	Iteration 26Q: 3 clusters Score -177274.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -177276.562500 Penalty: 2358.984131
	Iteration 27Q: 3 clusters Score -177276.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -177278.234375 Penalty: 2358.984131
	Iteration 28Q: 3 clusters Score -177278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -177279.968750 Penalty: 2358.984131
	Iteration 29Q: 3 clusters Score -177280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -177280.765625 Penalty: 2358.984131
	Iteration 30Q: 3 clusters Score -177280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -177281.031250 Penalty: 2358.984131
	Iteration 31Q: 3 clusters Score -177281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -177281.031250 Penalty: 2358.984131
	Iteration 32F: 3 clusters Score -177281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -174783.062500 Penalty: 1182.889282
	Iteration 0F: 2 clusters Score -174783.1 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 724 members 
Entering Unmasked Estep 
Score: -173022.843750 Penalty: 2365.778564
	Iteration 0F: 3 clusters Score -173022.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -173343.468750 Penalty: 2365.778564
	Iteration 1F: 3 clusters Score -173343.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -173446.031250 Penalty: 2365.778564
	Iteration 2F: 3 clusters Score -173446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -173504.656250 Penalty: 2365.778564
	Iteration 3Q: 3 clusters Score -173504.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -173540.203125 Penalty: 2365.778564
	Iteration 4Q: 3 clusters Score -173540.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -173579.921875 Penalty: 2365.778564
	Iteration 5Q: 3 clusters Score -173579.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -173613.515625 Penalty: 2365.778564
	Iteration 6Q: 3 clusters Score -173613.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -173642.531250 Penalty: 2365.778564
	Iteration 7Q: 3 clusters Score -173642.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -173667.687500 Penalty: 2365.778564
	Iteration 8Q: 3 clusters Score -173667.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -173695.593750 Penalty: 2365.778564
	Iteration 9Q: 3 clusters Score -173695.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -173719.296875 Penalty: 2365.778564
	Iteration 10Q: 3 clusters Score -173719.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -173729.546875 Penalty: 2365.778564
	Iteration 11Q: 3 clusters Score -173729.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -173742.921875 Penalty: 2365.778564
	Iteration 12Q: 3 clusters Score -173742.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -173754.000000 Penalty: 2365.778564
	Iteration 13Q: 3 clusters Score -173754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -173765.000000 Penalty: 2365.778564
	Iteration 14Q: 3 clusters Score -173765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -173772.984375 Penalty: 2365.778564
	Iteration 15Q: 3 clusters Score -173773 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -173777.750000 Penalty: 2365.778564
	Iteration 16Q: 3 clusters Score -173777.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -173783.656250 Penalty: 2365.778564
	Iteration 17Q: 3 clusters Score -173783.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -173787.125000 Penalty: 2365.778564
	Iteration 18Q: 3 clusters Score -173787.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -173790.484375 Penalty: 2365.778564
	Iteration 19Q: 3 clusters Score -173790.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -173793.187500 Penalty: 2365.778564
	Iteration 20F: 3 clusters Score -173793.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -173796.375000 Penalty: 2365.778564
	Iteration 21Q: 3 clusters Score -173796.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -173798.296875 Penalty: 2365.778564
	Iteration 22Q: 3 clusters Score -173798.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -173801.484375 Penalty: 2365.778564
	Iteration 23Q: 3 clusters Score -173801.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -173803.765625 Penalty: 2365.778564
	Iteration 24Q: 3 clusters Score -173803.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -173806.484375 Penalty: 2365.778564
	Iteration 25Q: 3 clusters Score -173806.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -173810.109375 Penalty: 2365.778564
	Iteration 26Q: 3 clusters Score -173810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -173811.625000 Penalty: 2365.778564
	Iteration 27Q: 3 clusters Score -173811.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -173812.718750 Penalty: 2365.778564
	Iteration 28Q: 3 clusters Score -173812.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -173813.578125 Penalty: 2365.778564
	Iteration 29Q: 3 clusters Score -173813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -173815.093750 Penalty: 2365.778564
	Iteration 30Q: 3 clusters Score -173815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -173815.984375 Penalty: 2365.778564
	Iteration 31Q: 3 clusters Score -173816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -173816.359375 Penalty: 2365.778564
	Iteration 32Q: 3 clusters Score -173816.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -173818.000000 Penalty: 2365.778564
	Iteration 33Q: 3 clusters Score -173818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -173819.296875 Penalty: 2365.778564
	Iteration 34Q: 3 clusters Score -173819.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -173819.984375 Penalty: 2365.778564
	Iteration 35Q: 3 clusters Score -173820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -173820.062500 Penalty: 2365.778564
	Iteration 36Q: 3 clusters Score -173820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -173820.062500 Penalty: 2365.778564
	Iteration 37F: 3 clusters Score -173820.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7915 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46432 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3573 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10202 members 
Mstep: Class 17 contains 60418 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34297 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8063 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11176 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6218 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69980 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244108.000000 Penalty: 79683.648438
Iteration 199Q: 39 clusters Score -4.824411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7915 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46433 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10205 members 
Mstep: Class 17 contains 60417 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34297 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11175 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6216 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69982 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244072.000000 Penalty: 79683.648438
Iteration 200F: 39 clusters Score -4.824407e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7915 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46436 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3572 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10210 members 
Mstep: Class 17 contains 60416 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34296 members 
Mstep: Class 21 contains 31415 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11175 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6215 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69982 members 
Mstep: Class 33 contains 14497 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244092.000000 Penalty: 79683.648438
Iteration 201Q: 39 clusters Score -4.824409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7914 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46435 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3571 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10216 members 
Mstep: Class 17 contains 60414 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34295 members 
Mstep: Class 21 contains 31414 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11179 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6214 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69982 members 
Mstep: Class 33 contains 14496 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244092.000000 Penalty: 79683.648438
Iteration 202Q: 39 clusters Score -4.824409e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7912 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46435 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3897 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3570 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10220 members 
Mstep: Class 17 contains 60413 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34294 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11183 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69982 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244124.000000 Penalty: 79683.648438
Iteration 203Q: 39 clusters Score -4.824412e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46435 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3896 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3568 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10222 members 
Mstep: Class 17 contains 60413 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34294 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11185 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6209 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69983 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244132.000000 Penalty: 79683.648438
Iteration 204Q: 39 clusters Score -4.824413e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46434 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3895 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10222 members 
Mstep: Class 17 contains 60414 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34294 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11186 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6207 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69986 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244136.000000 Penalty: 79683.648438
Iteration 205Q: 39 clusters Score -4.824414e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46434 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3893 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10222 members 
Mstep: Class 17 contains 60415 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34295 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11189 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6201 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69989 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244140.000000 Penalty: 79683.648438
Iteration 206Q: 39 clusters Score -4.824414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46436 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3891 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10222 members 
Mstep: Class 17 contains 60414 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34294 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11194 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6197 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69990 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244136.000000 Penalty: 79683.648438
Iteration 207Q: 39 clusters Score -4.824414e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46437 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3888 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10222 members 
Mstep: Class 17 contains 60414 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34294 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11199 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6194 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69990 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244152.000000 Penalty: 79683.648438
Iteration 208Q: 39 clusters Score -4.824415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46440 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3883 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10222 members 
Mstep: Class 17 contains 60414 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34294 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11202 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6192 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69991 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244152.000000 Penalty: 79683.648438
Iteration 209Q: 39 clusters Score -4.824415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46441 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3882 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 60414 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34293 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11205 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6188 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69991 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244148.000000 Penalty: 79683.648438
Iteration 210Q: 39 clusters Score -4.824415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46442 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 60414 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34293 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11207 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6186 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69991 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244144.000000 Penalty: 79683.648438
Iteration 211Q: 39 clusters Score -4.824414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46442 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 60414 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34293 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11209 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69991 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244140.000000 Penalty: 79683.648438
Iteration 212Q: 39 clusters Score -4.824414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46442 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 60414 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34293 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11210 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69990 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244148.000000 Penalty: 79683.648438
Iteration 213Q: 39 clusters Score -4.824415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46442 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 60414 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34293 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11210 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69990 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48244148.000000 Penalty: 79683.648438
Iteration 214F: 39 clusters Score -4.824415e+07 nChanged 0
Entering ConstructFrom: 
Score: -48244148.000000 Penalty: 79683.648438
Entering ConstructFrom: 
Trying to split cluster 1 (1978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Entering Unmasked Estep 
Score: -225742.500000 Penalty: 1233.349243
	Iteration 0F: 2 clusters Score -225742.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -223683.265625 Penalty: 2466.698486
	Iteration 0F: 3 clusters Score -223683.3 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -224185.250000 Penalty: 2466.698486
	Iteration 1F: 3 clusters Score -224185.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -224349.890625 Penalty: 2466.698486
	Iteration 2F: 3 clusters Score -224349.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -224471.968750 Penalty: 2466.698486
	Iteration 3F: 3 clusters Score -224472 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -224570.937500 Penalty: 2466.698486
	Iteration 4Q: 3 clusters Score -224570.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -224643.281250 Penalty: 2466.698486
	Iteration 5Q: 3 clusters Score -224643.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -224724.171875 Penalty: 2466.698486
	Iteration 6Q: 3 clusters Score -224724.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -224815.062500 Penalty: 2466.698486
	Iteration 7Q: 3 clusters Score -224815.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -224929.250000 Penalty: 2466.698486
	Iteration 8Q: 3 clusters Score -224929.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -225000.265625 Penalty: 2466.698486
	Iteration 9Q: 3 clusters Score -225000.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -225069.375000 Penalty: 2466.698486
	Iteration 10Q: 3 clusters Score -225069.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -225135.859375 Penalty: 2466.698486
	Iteration 11Q: 3 clusters Score -225135.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -225210.468750 Penalty: 2466.698486
	Iteration 12Q: 3 clusters Score -225210.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -225311.953125 Penalty: 2466.698486
	Iteration 13Q: 3 clusters Score -225312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -225377.843750 Penalty: 2466.698486
	Iteration 14Q: 3 clusters Score -225377.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -225417.218750 Penalty: 2466.698486
	Iteration 15Q: 3 clusters Score -225417.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -225445.953125 Penalty: 2466.698486
	Iteration 16Q: 3 clusters Score -225446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -225462.843750 Penalty: 2466.698486
	Iteration 17Q: 3 clusters Score -225462.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -225471.359375 Penalty: 2466.698486
	Iteration 18Q: 3 clusters Score -225471.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -225477.734375 Penalty: 2466.698486
	Iteration 19Q: 3 clusters Score -225477.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -225484.671875 Penalty: 2466.698486
	Iteration 20F: 3 clusters Score -225484.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -225499.453125 Penalty: 2466.698486
	Iteration 21Q: 3 clusters Score -225499.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -225509.343750 Penalty: 2466.698486
	Iteration 22Q: 3 clusters Score -225509.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -225516.953125 Penalty: 2466.698486
	Iteration 23Q: 3 clusters Score -225517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -225520.843750 Penalty: 2466.698486
	Iteration 24Q: 3 clusters Score -225520.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -225522.703125 Penalty: 2466.698486
	Iteration 25Q: 3 clusters Score -225522.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -225522.703125 Penalty: 2466.698486
	Iteration 26F: 3 clusters Score -225522.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -159817.000000 Penalty: 1162.498047
	Iteration 0F: 2 clusters Score -159817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -158193.187500 Penalty: 2324.996094
	Iteration 0F: 3 clusters Score -158193.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -158504.546875 Penalty: 2324.996094
	Iteration 1F: 3 clusters Score -158504.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -158599.640625 Penalty: 2324.996094
	Iteration 2F: 3 clusters Score -158599.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158642.203125 Penalty: 2324.996094
	Iteration 3Q: 3 clusters Score -158642.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158669.468750 Penalty: 2324.996094
	Iteration 4Q: 3 clusters Score -158669.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -158689.593750 Penalty: 2324.996094
	Iteration 5Q: 3 clusters Score -158689.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -158703.109375 Penalty: 2324.996094
	Iteration 6Q: 3 clusters Score -158703.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -158711.218750 Penalty: 2324.996094
	Iteration 7Q: 3 clusters Score -158711.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -158722.921875 Penalty: 2324.996094
	Iteration 8Q: 3 clusters Score -158722.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -158731.234375 Penalty: 2324.996094
	Iteration 9Q: 3 clusters Score -158731.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -158737.453125 Penalty: 2324.996094
	Iteration 10Q: 3 clusters Score -158737.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -158741.906250 Penalty: 2324.996094
	Iteration 11Q: 3 clusters Score -158741.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -158749.484375 Penalty: 2324.996094
	Iteration 12Q: 3 clusters Score -158749.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -158753.046875 Penalty: 2324.996094
	Iteration 13Q: 3 clusters Score -158753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -158756.734375 Penalty: 2324.996094
	Iteration 14Q: 3 clusters Score -158756.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -158761.750000 Penalty: 2324.996094
	Iteration 15Q: 3 clusters Score -158761.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -158762.890625 Penalty: 2324.996094
	Iteration 16Q: 3 clusters Score -158762.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -158764.578125 Penalty: 2324.996094
	Iteration 17Q: 3 clusters Score -158764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -158766.718750 Penalty: 2324.996094
	Iteration 18Q: 3 clusters Score -158766.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -158766.718750 Penalty: 2324.996094
	Iteration 19F: 3 clusters Score -158766.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Entering Unmasked Estep 
Score: -1250958.875000 Penalty: 1496.680298
	Iteration 0F: 2 clusters Score -1250959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1243800.250000 Penalty: 2993.360596
	Iteration 0F: 3 clusters Score -1243800 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1246039.625000 Penalty: 2993.360596
	Iteration 1F: 3 clusters Score -1246040 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1246227.375000 Penalty: 2993.360596
	Iteration 2F: 3 clusters Score -1246227 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1246364.250000 Penalty: 2993.360596
	Iteration 3Q: 3 clusters Score -1246364 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1246483.375000 Penalty: 2993.360596
	Iteration 4Q: 3 clusters Score -1246483 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1246622.750000 Penalty: 2993.360596
	Iteration 5Q: 3 clusters Score -1246623 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1246795.625000 Penalty: 2993.360596
	Iteration 6Q: 3 clusters Score -1246796 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1247035.000000 Penalty: 2993.360596
	Iteration 7Q: 3 clusters Score -1247035 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1247359.375000 Penalty: 2993.360596
	Iteration 8F: 3 clusters Score -1247359 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1247760.750000 Penalty: 2993.360596
	Iteration 9F: 3 clusters Score -1247761 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1248203.125000 Penalty: 2993.360596
	Iteration 10F: 3 clusters Score -1248203 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1248689.250000 Penalty: 2993.360596
	Iteration 11F: 3 clusters Score -1248689 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1249084.625000 Penalty: 2993.360596
	Iteration 12Q: 3 clusters Score -1249085 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1249339.500000 Penalty: 2993.360596
	Iteration 13Q: 3 clusters Score -1249340 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1249495.500000 Penalty: 2993.360596
	Iteration 14Q: 3 clusters Score -1249496 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1249558.875000 Penalty: 2993.360596
	Iteration 15Q: 3 clusters Score -1249559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1249587.500000 Penalty: 2993.360596
	Iteration 16Q: 3 clusters Score -1249588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1249600.500000 Penalty: 2993.360596
	Iteration 17Q: 3 clusters Score -1249600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -1249632.750000 Penalty: 2993.360596
	Iteration 18Q: 3 clusters Score -1249633 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1249650.000000 Penalty: 2993.360596
	Iteration 19Q: 3 clusters Score -1249650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1249656.000000 Penalty: 2993.360596
	Iteration 20F: 3 clusters Score -1249656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1249668.375000 Penalty: 2993.360596
	Iteration 21Q: 3 clusters Score -1249668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1249673.625000 Penalty: 2993.360596
	Iteration 22Q: 3 clusters Score -1249674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1249680.875000 Penalty: 2993.360596
	Iteration 23Q: 3 clusters Score -1249681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1249688.000000 Penalty: 2993.360596
	Iteration 24Q: 3 clusters Score -1249688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -1249693.875000 Penalty: 2993.360596
	Iteration 25Q: 3 clusters Score -1249694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1249693.000000 Penalty: 2993.360596
	Iteration 26Q: 3 clusters Score -1249693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1249693.000000 Penalty: 2993.360596
	Iteration 27F: 3 clusters Score -1249693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -533300.062500 Penalty: 1363.529297
	Iteration 0F: 2 clusters Score -533300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -529726.062500 Penalty: 2727.058594
	Iteration 0F: 3 clusters Score -529726.1 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -530855.062500 Penalty: 2727.058594
	Iteration 1F: 3 clusters Score -530855.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -531119.562500 Penalty: 2727.058594
	Iteration 2F: 3 clusters Score -531119.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -531309.750000 Penalty: 2727.058594
	Iteration 3F: 3 clusters Score -531309.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -531465.875000 Penalty: 2727.058594
	Iteration 4F: 3 clusters Score -531465.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -531651.750000 Penalty: 2727.058594
	Iteration 5Q: 3 clusters Score -531651.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -531906.312500 Penalty: 2727.058594
	Iteration 6F: 3 clusters Score -531906.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -532199.625000 Penalty: 2727.058594
	Iteration 7F: 3 clusters Score -532199.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -532421.312500 Penalty: 2727.058594
	Iteration 8Q: 3 clusters Score -532421.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -532550.250000 Penalty: 2727.058594
	Iteration 9Q: 3 clusters Score -532550.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -532627.187500 Penalty: 2727.058594
	Iteration 10Q: 3 clusters Score -532627.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -532688.312500 Penalty: 2727.058594
	Iteration 11Q: 3 clusters Score -532688.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -532746.312500 Penalty: 2727.058594
	Iteration 12Q: 3 clusters Score -532746.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -532805.250000 Penalty: 2727.058594
	Iteration 13Q: 3 clusters Score -532805.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -532852.437500 Penalty: 2727.058594
	Iteration 14Q: 3 clusters Score -532852.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -532892.750000 Penalty: 2727.058594
	Iteration 15Q: 3 clusters Score -532892.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -532924.375000 Penalty: 2727.058594
	Iteration 16Q: 3 clusters Score -532924.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -532950.562500 Penalty: 2727.058594
	Iteration 17Q: 3 clusters Score -532950.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -532977.250000 Penalty: 2727.058594
	Iteration 18Q: 3 clusters Score -532977.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -533003.750000 Penalty: 2727.058594
	Iteration 19Q: 3 clusters Score -533003.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -533028.187500 Penalty: 2727.058594
	Iteration 20F: 3 clusters Score -533028.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -533056.812500 Penalty: 2727.058594
	Iteration 21Q: 3 clusters Score -533056.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -533086.875000 Penalty: 2727.058594
	Iteration 22Q: 3 clusters Score -533086.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -533123.187500 Penalty: 2727.058594
	Iteration 23Q: 3 clusters Score -533123.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -533157.062500 Penalty: 2727.058594
	Iteration 24Q: 3 clusters Score -533157.1 nChanged 33
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: -533184.687500 Penalty: 2727.058594
	Iteration 25Q: 3 clusters Score -533184.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -533225.062500 Penalty: 2727.058594
	Iteration 26Q: 3 clusters Score -533225.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -533258.625000 Penalty: 2727.058594
	Iteration 27Q: 3 clusters Score -533258.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -533274.187500 Penalty: 2727.058594
	Iteration 28Q: 3 clusters Score -533274.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -533286.062500 Penalty: 2727.058594
	Iteration 29Q: 3 clusters Score -533286.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -533295.250000 Penalty: 2727.058594
	Iteration 30Q: 3 clusters Score -533295.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -533299.500000 Penalty: 2727.058594
	Iteration 31Q: 3 clusters Score -533299.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -533301.562500 Penalty: 2727.058594
	Iteration 32Q: 3 clusters Score -533301.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -533303.500000 Penalty: 2727.058594
	Iteration 33Q: 3 clusters Score -533303.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -533304.937500 Penalty: 2727.058594
	Iteration 34Q: 3 clusters Score -533304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -533306.812500 Penalty: 2727.058594
	Iteration 35Q: 3 clusters Score -533306.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -533310.437500 Penalty: 2727.058594
	Iteration 36Q: 3 clusters Score -533310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -533310.875000 Penalty: 2727.058594
	Iteration 37Q: 3 clusters Score -533310.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -533311.562500 Penalty: 2727.058594
	Iteration 38Q: 3 clusters Score -533311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -533312.125000 Penalty: 2727.058594
	Iteration 39Q: 3 clusters Score -533312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -533312.125000 Penalty: 2727.058594
	Iteration 40F: 3 clusters Score -533312.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 1169 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46442 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 60414 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34293 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11210 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 69990 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 3238 members 
Entering Unmasked Estep 
Score: -48243292.000000 Penalty: 81780.585938
Splitting cluster 4 changes total score from -48244148.000000 to -48243292.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Entering Unmasked Estep 
Score: -971450.812500 Penalty: 1458.642578
	Iteration 0F: 2 clusters Score -971450.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -965545.562500 Penalty: 2917.285156
	Iteration 0F: 3 clusters Score -965545.6 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -967540.875000 Penalty: 2917.285156
	Iteration 1F: 3 clusters Score -967540.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -967916.437500 Penalty: 2917.285156
	Iteration 2F: 3 clusters Score -967916.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -968277.250000 Penalty: 2917.285156
	Iteration 3F: 3 clusters Score -968277.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -968618.687500 Penalty: 2917.285156
	Iteration 4F: 3 clusters Score -968618.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -968980.062500 Penalty: 2917.285156
	Iteration 5F: 3 clusters Score -968980.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -969317.625000 Penalty: 2917.285156
	Iteration 6F: 3 clusters Score -969317.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -969614.875000 Penalty: 2917.285156
	Iteration 7Q: 3 clusters Score -969614.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -969846.500000 Penalty: 2917.285156
	Iteration 8Q: 3 clusters Score -969846.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -970067.437500 Penalty: 2917.285156
	Iteration 9Q: 3 clusters Score -970067.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -970224.437500 Penalty: 2917.285156
	Iteration 10Q: 3 clusters Score -970224.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -970341.187500 Penalty: 2917.285156
	Iteration 11Q: 3 clusters Score -970341.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -970431.187500 Penalty: 2917.285156
	Iteration 12Q: 3 clusters Score -970431.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -970480.875000 Penalty: 2917.285156
	Iteration 13Q: 3 clusters Score -970480.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -970511.250000 Penalty: 2917.285156
	Iteration 14Q: 3 clusters Score -970511.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -970532.437500 Penalty: 2917.285156
	Iteration 15Q: 3 clusters Score -970532.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -970547.250000 Penalty: 2917.285156
	Iteration 16Q: 3 clusters Score -970547.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -970561.062500 Penalty: 2917.285156
	Iteration 17Q: 3 clusters Score -970561.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -970565.812500 Penalty: 2917.285156
	Iteration 18Q: 3 clusters Score -970565.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -970570.937500 Penalty: 2917.285156
	Iteration 19Q: 3 clusters Score -970570.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -970579.250000 Penalty: 2917.285156
	Iteration 20F: 3 clusters Score -970579.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -970586.000000 Penalty: 2917.285156
	Iteration 21Q: 3 clusters Score -970586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -970595.312500 Penalty: 2917.285156
	Iteration 22Q: 3 clusters Score -970595.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -970601.750000 Penalty: 2917.285156
	Iteration 23Q: 3 clusters Score -970601.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -970613.125000 Penalty: 2917.285156
	Iteration 24Q: 3 clusters Score -970613.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -970621.750000 Penalty: 2917.285156
	Iteration 25Q: 3 clusters Score -970621.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -970626.437500 Penalty: 2917.285156
	Iteration 26Q: 3 clusters Score -970626.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -970630.562500 Penalty: 2917.285156
	Iteration 27Q: 3 clusters Score -970630.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -970636.312500 Penalty: 2917.285156
	Iteration 28Q: 3 clusters Score -970636.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -970637.437500 Penalty: 2917.285156
	Iteration 29Q: 3 clusters Score -970637.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -970642.437500 Penalty: 2917.285156
	Iteration 30Q: 3 clusters Score -970642.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -970645.750000 Penalty: 2917.285156
	Iteration 31Q: 3 clusters Score -970645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -970643.812500 Penalty: 2917.285156
	Iteration 32Q: 3 clusters Score -970643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -970644.687500 Penalty: 2917.285156
	Iteration 33Q: 3 clusters Score -970644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -970645.562500 Penalty: 2917.285156
	Iteration 34Q: 3 clusters Score -970645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -970645.187500 Penalty: 2917.285156
	Iteration 35Q: 3 clusters Score -970645.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -970645.187500 Penalty: 2917.285156
	Iteration 36F: 3 clusters Score -970645.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -255560.890625 Penalty: 1247.427002
	Iteration 0F: 2 clusters Score -255560.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -253371.156250 Penalty: 2494.854004
	Iteration 0F: 3 clusters Score -253371.2 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -253953.531250 Penalty: 2494.854004
	Iteration 1F: 3 clusters Score -253953.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -254128.640625 Penalty: 2494.854004
	Iteration 2F: 3 clusters Score -254128.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -254228.609375 Penalty: 2494.854004
	Iteration 3F: 3 clusters Score -254228.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -254302.906250 Penalty: 2494.854004
	Iteration 4Q: 3 clusters Score -254302.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -254352.906250 Penalty: 2494.854004
	Iteration 5Q: 3 clusters Score -254352.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -254397.984375 Penalty: 2494.854004
	Iteration 6Q: 3 clusters Score -254398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -254437.562500 Penalty: 2494.854004
	Iteration 7Q: 3 clusters Score -254437.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -254470.890625 Penalty: 2494.854004
	Iteration 8Q: 3 clusters Score -254470.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -254509.125000 Penalty: 2494.854004
	Iteration 9Q: 3 clusters Score -254509.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -254535.109375 Penalty: 2494.854004
	Iteration 10Q: 3 clusters Score -254535.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -254556.828125 Penalty: 2494.854004
	Iteration 11Q: 3 clusters Score -254556.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -254575.187500 Penalty: 2494.854004
	Iteration 12Q: 3 clusters Score -254575.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -254586.234375 Penalty: 2494.854004
	Iteration 13Q: 3 clusters Score -254586.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -254592.375000 Penalty: 2494.854004
	Iteration 14Q: 3 clusters Score -254592.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -254595.609375 Penalty: 2494.854004
	Iteration 15Q: 3 clusters Score -254595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -254598.468750 Penalty: 2494.854004
	Iteration 16Q: 3 clusters Score -254598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -254598.937500 Penalty: 2494.854004
	Iteration 17Q: 3 clusters Score -254598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -254599.468750 Penalty: 2494.854004
	Iteration 18Q: 3 clusters Score -254599.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -254600.312500 Penalty: 2494.854004
	Iteration 19Q: 3 clusters Score -254600.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -254600.984375 Penalty: 2494.854004
	Iteration 20F: 3 clusters Score -254601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Entering Unmasked Estep 
Score: -5714219.500000 Penalty: 1746.218384
	Iteration 0F: 2 clusters Score -5714220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5683405.000000 Penalty: 3492.436768
	Iteration 0F: 3 clusters Score -5683405 nChanged 21641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -5695829.000000 Penalty: 3492.436768
	Iteration 1F: 3 clusters Score -5695829 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -5696516.500000 Penalty: 3492.436768
	Iteration 2Q: 3 clusters Score -5696516 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5697342.000000 Penalty: 3492.436768
	Iteration 3Q: 3 clusters Score -5697342 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -5698453.500000 Penalty: 3492.436768
	Iteration 4Q: 3 clusters Score -5698454 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -5699925.000000 Penalty: 3492.436768
	Iteration 5F: 3 clusters Score -5699925 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -5701670.500000 Penalty: 3492.436768
	Iteration 6F: 3 clusters Score -5701670 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -5703648.000000 Penalty: 3492.436768
	Iteration 7F: 3 clusters Score -5703648 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -5705517.000000 Penalty: 3492.436768
	Iteration 8F: 3 clusters Score -5705517 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -5707327.500000 Penalty: 3492.436768
	Iteration 9F: 3 clusters Score -5707328 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -5708907.500000 Penalty: 3492.436768
	Iteration 10Q: 3 clusters Score -5708908 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -5710124.000000 Penalty: 3492.436768
	Iteration 11Q: 3 clusters Score -5710124 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -5710849.000000 Penalty: 3492.436768
	Iteration 12Q: 3 clusters Score -5710849 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -5711254.500000 Penalty: 3492.436768
	Iteration 13Q: 3 clusters Score -5711254 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -5711426.000000 Penalty: 3492.436768
	Iteration 14Q: 3 clusters Score -5711426 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -5711514.000000 Penalty: 3492.436768
	Iteration 15Q: 3 clusters Score -5711514 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -5711618.000000 Penalty: 3492.436768
	Iteration 16Q: 3 clusters Score -5711618 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -5711657.500000 Penalty: 3492.436768
	Iteration 17Q: 3 clusters Score -5711658 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -5711686.500000 Penalty: 3492.436768
	Iteration 18Q: 3 clusters Score -5711686 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -5711719.500000 Penalty: 3492.436768
	Iteration 19Q: 3 clusters Score -5711720 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -5711772.000000 Penalty: 3492.436768
	Iteration 20F: 3 clusters Score -5711772 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -5711789.500000 Penalty: 3492.436768
	Iteration 21Q: 3 clusters Score -5711790 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -5711819.500000 Penalty: 3492.436768
	Iteration 22Q: 3 clusters Score -5711820 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -5711859.500000 Penalty: 3492.436768
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5711909 nChanged 198
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Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5711944 nChanged 216
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Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5711972 nChanged 222
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Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5712017 nChanged 202
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Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5712055 nChanged 203
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Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5712090 nChanged 202
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Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5712126 nChanged 217
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Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5712176 nChanged 220
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Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5712219 nChanged 234
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Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5712300 nChanged 219
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Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5712360 nChanged 217
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Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5712418 nChanged 216
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Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5712474 nChanged 215
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Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5712516 nChanged 209
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Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5712535 nChanged 185
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Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5712596 nChanged 178
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Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5712638 nChanged 193
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Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5712671 nChanged 189
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Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5712711 nChanged 156
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Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5712755 nChanged 132
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Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5712784 nChanged 132
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Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5712804 nChanged 110
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Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5712830 nChanged 101
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Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5712844 nChanged 96
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Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 2915 members 
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	Iteration 51Q: 3 clusters Score -5712857 nChanged 83
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Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 2832 members 
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	Iteration 52Q: 3 clusters Score -5712872 nChanged 84
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Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5712883 nChanged 75
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Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 2695 members 
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	Iteration 54Q: 3 clusters Score -5712894 nChanged 80
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Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5712918 nChanged 91
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Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5712934 nChanged 81
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Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5712952 nChanged 72
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	Iteration 58Q: 3 clusters Score -5712982 nChanged 78
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Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 2329 members 
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	Iteration 59Q: 3 clusters Score -5712995 nChanged 61
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Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5713012 nChanged 45
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Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5713024 nChanged 43
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Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5713040 nChanged 41
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Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 2159 members 
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	Iteration 63Q: 3 clusters Score -5713046 nChanged 34
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Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 2127 members 
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	Iteration 64Q: 3 clusters Score -5713054 nChanged 25
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Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5713062 nChanged 21
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Mstep: Class 1 contains 44351 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5713069 nChanged 18
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Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5713068 nChanged 16
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Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5713070 nChanged 13
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Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5713080 nChanged 6
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Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5713080 nChanged 6
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Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 2050 members 
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	Iteration 71Q: 3 clusters Score -5713082 nChanged 9
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Mstep: Class 1 contains 44395 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5713088 nChanged 7
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Mstep: Class 1 contains 44402 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5713089 nChanged 6
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5713099 nChanged 14
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Mstep: Class 1 contains 44408 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5713093 nChanged 17
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5713105 nChanged 15
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5713102 nChanged 18
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Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5713093 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5713108 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5713112 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44474 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5713106 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5713115.500000 Penalty: 3492.436768
	Iteration 82Q: 3 clusters Score -5713116 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5713110 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5713109 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5713112 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5713110 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5713114 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5713116 nChanged 12
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Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5713118 nChanged 7
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Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5713130 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5713124 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5713129 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5713124 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5713126 nChanged 3
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Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5713128 nChanged 3
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Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5713127 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5713133 nChanged 1
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Mstep: Class 1 contains 44584 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5713132 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5713134 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5713140.000000 Penalty: 3492.436768
	Iteration 100F: 3 clusters Score -5713140 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5713141 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5713138 nChanged 6
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Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5713149 nChanged 7
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Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5713136 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5713142.500000 Penalty: 3492.436768
	Iteration 105Q: 3 clusters Score -5713142 nChanged 2
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Mstep: Class 1 contains 44606 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5713138 nChanged 4
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Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5713142 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -5713144.000000 Penalty: 3492.436768
	Iteration 108Q: 3 clusters Score -5713144 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5713143.500000 Penalty: 3492.436768
	Iteration 109Q: 3 clusters Score -5713144 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5713140 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5713144 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5713148 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5713142 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44639 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5713137 nChanged 0
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Entering Unmasked Estep 
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	Iteration 115F: 3 clusters Score -5713137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -546288.187500 Penalty: 1364.338501
	Iteration 0F: 2 clusters Score -546288.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -542656.312500 Penalty: 2728.677002
	Iteration 0F: 3 clusters Score -542656.3 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -543627.375000 Penalty: 2728.677002
	Iteration 1F: 3 clusters Score -543627.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -543786.312500 Penalty: 2728.677002
	Iteration 2F: 3 clusters Score -543786.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -543903.125000 Penalty: 2728.677002
	Iteration 3F: 3 clusters Score -543903.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -544000.125000 Penalty: 2728.677002
	Iteration 4Q: 3 clusters Score -544000.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -544070.625000 Penalty: 2728.677002
	Iteration 5Q: 3 clusters Score -544070.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -544144.625000 Penalty: 2728.677002
	Iteration 6Q: 3 clusters Score -544144.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -544239.125000 Penalty: 2728.677002
	Iteration 7Q: 3 clusters Score -544239.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -544331.875000 Penalty: 2728.677002
	Iteration 8Q: 3 clusters Score -544331.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -544441.875000 Penalty: 2728.677002
	Iteration 9Q: 3 clusters Score -544441.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -544532.187500 Penalty: 2728.677002
	Iteration 10Q: 3 clusters Score -544532.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -544624.750000 Penalty: 2728.677002
	Iteration 11Q: 3 clusters Score -544624.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -544702.187500 Penalty: 2728.677002
	Iteration 12Q: 3 clusters Score -544702.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -544764.000000 Penalty: 2728.677002
	Iteration 13Q: 3 clusters Score -544764 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -544816.062500 Penalty: 2728.677002
	Iteration 14Q: 3 clusters Score -544816.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -544850.875000 Penalty: 2728.677002
	Iteration 15Q: 3 clusters Score -544850.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -544880.937500 Penalty: 2728.677002
	Iteration 16Q: 3 clusters Score -544880.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -544904.500000 Penalty: 2728.677002
	Iteration 17Q: 3 clusters Score -544904.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -544924.687500 Penalty: 2728.677002
	Iteration 18Q: 3 clusters Score -544924.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -544944.000000 Penalty: 2728.677002
	Iteration 19Q: 3 clusters Score -544944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -544963.250000 Penalty: 2728.677002
	Iteration 20F: 3 clusters Score -544963.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -544978.312500 Penalty: 2728.677002
	Iteration 21Q: 3 clusters Score -544978.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -544989.937500 Penalty: 2728.677002
	Iteration 22Q: 3 clusters Score -544989.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -544995.250000 Penalty: 2728.677002
	Iteration 23Q: 3 clusters Score -544995.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -545003.062500 Penalty: 2728.677002
	Iteration 24Q: 3 clusters Score -545003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -545008.062500 Penalty: 2728.677002
	Iteration 25Q: 3 clusters Score -545008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -545010.500000 Penalty: 2728.677002
	Iteration 26Q: 3 clusters Score -545010.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -545014.625000 Penalty: 2728.677002
	Iteration 27Q: 3 clusters Score -545014.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -545015.625000 Penalty: 2728.677002
	Iteration 28Q: 3 clusters Score -545015.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -545017.625000 Penalty: 2728.677002
	Iteration 29Q: 3 clusters Score -545017.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -545021.250000 Penalty: 2728.677002
	Iteration 30Q: 3 clusters Score -545021.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -545024.000000 Penalty: 2728.677002
	Iteration 31Q: 3 clusters Score -545024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -545026.812500 Penalty: 2728.677002
	Iteration 32Q: 3 clusters Score -545026.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -545030.375000 Penalty: 2728.677002
	Iteration 33Q: 3 clusters Score -545030.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -545032.187500 Penalty: 2728.677002
	Iteration 34Q: 3 clusters Score -545032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -545035.125000 Penalty: 2728.677002
	Iteration 35Q: 3 clusters Score -545035.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -545036.500000 Penalty: 2728.677002
	Iteration 36Q: 3 clusters Score -545036.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -545039.875000 Penalty: 2728.677002
	Iteration 37Q: 3 clusters Score -545039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -545042.875000 Penalty: 2728.677002
	Iteration 38Q: 3 clusters Score -545042.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -545044.500000 Penalty: 2728.677002
	Iteration 39Q: 3 clusters Score -545044.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -545045.875000 Penalty: 2728.677002
	Iteration 40F: 3 clusters Score -545045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -545047.000000 Penalty: 2728.677002
	Iteration 41Q: 3 clusters Score -545047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -545048.312500 Penalty: 2728.677002
	Iteration 42Q: 3 clusters Score -545048.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -545050.000000 Penalty: 2728.677002
	Iteration 43Q: 3 clusters Score -545050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -545049.937500 Penalty: 2728.677002
	Iteration 44Q: 3 clusters Score -545049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -545050.312500 Penalty: 2728.677002
	Iteration 45Q: 3 clusters Score -545050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -545051.750000 Penalty: 2728.677002
	Iteration 46Q: 3 clusters Score -545051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -545051.750000 Penalty: 2728.677002
	Iteration 47F: 3 clusters Score -545051.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -476094.718750 Penalty: 1342.875366
	Iteration 0F: 2 clusters Score -476094.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -472796.812500 Penalty: 2685.750732
	Iteration 0F: 3 clusters Score -472796.8 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -473701.968750 Penalty: 2685.750732
	Iteration 1F: 3 clusters Score -473702 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -473880.218750 Penalty: 2685.750732
	Iteration 2F: 3 clusters Score -473880.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -474013.468750 Penalty: 2685.750732
	Iteration 3F: 3 clusters Score -474013.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -474122.656250 Penalty: 2685.750732
	Iteration 4Q: 3 clusters Score -474122.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -474248.000000 Penalty: 2685.750732
	Iteration 5Q: 3 clusters Score -474248 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -474372.781250 Penalty: 2685.750732
	Iteration 6Q: 3 clusters Score -474372.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -474488.781250 Penalty: 2685.750732
	Iteration 7Q: 3 clusters Score -474488.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -474578.875000 Penalty: 2685.750732
	Iteration 8Q: 3 clusters Score -474578.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -474641.281250 Penalty: 2685.750732
	Iteration 9Q: 3 clusters Score -474641.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -474702.718750 Penalty: 2685.750732
	Iteration 10Q: 3 clusters Score -474702.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -474754.875000 Penalty: 2685.750732
	Iteration 11Q: 3 clusters Score -474754.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -474799.531250 Penalty: 2685.750732
	Iteration 12Q: 3 clusters Score -474799.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -474834.343750 Penalty: 2685.750732
	Iteration 13Q: 3 clusters Score -474834.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -474860.375000 Penalty: 2685.750732
	Iteration 14Q: 3 clusters Score -474860.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -474891.375000 Penalty: 2685.750732
	Iteration 15Q: 3 clusters Score -474891.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -474908.625000 Penalty: 2685.750732
	Iteration 16Q: 3 clusters Score -474908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -474916.593750 Penalty: 2685.750732
	Iteration 17Q: 3 clusters Score -474916.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -474928.312500 Penalty: 2685.750732
	Iteration 18Q: 3 clusters Score -474928.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -474941.218750 Penalty: 2685.750732
	Iteration 19Q: 3 clusters Score -474941.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -474951.093750 Penalty: 2685.750732
	Iteration 20F: 3 clusters Score -474951.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -474959.937500 Penalty: 2685.750732
	Iteration 21Q: 3 clusters Score -474959.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -474967.000000 Penalty: 2685.750732
	Iteration 22Q: 3 clusters Score -474967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -474974.718750 Penalty: 2685.750732
	Iteration 23Q: 3 clusters Score -474974.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -474986.000000 Penalty: 2685.750732
	Iteration 24Q: 3 clusters Score -474986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -474997.156250 Penalty: 2685.750732
	Iteration 25Q: 3 clusters Score -474997.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -475001.093750 Penalty: 2685.750732
	Iteration 26Q: 3 clusters Score -475001.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -475003.593750 Penalty: 2685.750732
	Iteration 27Q: 3 clusters Score -475003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -475005.375000 Penalty: 2685.750732
	Iteration 28Q: 3 clusters Score -475005.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -475005.375000 Penalty: 2685.750732
	Iteration 29F: 3 clusters Score -475005.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Entering Unmasked Estep 
Score: -372623.218750 Penalty: 1302.006836
	Iteration 0F: 2 clusters Score -372623.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -369904.468750 Penalty: 2604.013672
	Iteration 0F: 3 clusters Score -369904.5 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -370558.281250 Penalty: 2604.013672
	Iteration 1F: 3 clusters Score -370558.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -370688.906250 Penalty: 2604.013672
	Iteration 2F: 3 clusters Score -370688.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -370762.312500 Penalty: 2604.013672
	Iteration 3Q: 3 clusters Score -370762.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -370825.406250 Penalty: 2604.013672
	Iteration 4Q: 3 clusters Score -370825.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -370859.812500 Penalty: 2604.013672
	Iteration 5Q: 3 clusters Score -370859.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -370885.500000 Penalty: 2604.013672
	Iteration 6Q: 3 clusters Score -370885.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -370907.593750 Penalty: 2604.013672
	Iteration 7Q: 3 clusters Score -370907.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -370929.656250 Penalty: 2604.013672
	Iteration 8Q: 3 clusters Score -370929.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -370953.062500 Penalty: 2604.013672
	Iteration 9Q: 3 clusters Score -370953.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -370973.343750 Penalty: 2604.013672
	Iteration 10Q: 3 clusters Score -370973.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -370989.437500 Penalty: 2604.013672
	Iteration 11Q: 3 clusters Score -370989.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -371011.031250 Penalty: 2604.013672
	Iteration 12Q: 3 clusters Score -371011 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -371041.468750 Penalty: 2604.013672
	Iteration 13Q: 3 clusters Score -371041.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -371073.312500 Penalty: 2604.013672
	Iteration 14Q: 3 clusters Score -371073.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -371109.343750 Penalty: 2604.013672
	Iteration 15Q: 3 clusters Score -371109.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -371151.687500 Penalty: 2604.013672
	Iteration 16Q: 3 clusters Score -371151.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -371196.968750 Penalty: 2604.013672
	Iteration 17Q: 3 clusters Score -371197 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -371239.906250 Penalty: 2604.013672
	Iteration 18Q: 3 clusters Score -371239.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -371274.468750 Penalty: 2604.013672
	Iteration 19Q: 3 clusters Score -371274.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -371303.250000 Penalty: 2604.013672
	Iteration 20F: 3 clusters Score -371303.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -371338.468750 Penalty: 2604.013672
	Iteration 21Q: 3 clusters Score -371338.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -371365.093750 Penalty: 2604.013672
	Iteration 22Q: 3 clusters Score -371365.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -371382.875000 Penalty: 2604.013672
	Iteration 23Q: 3 clusters Score -371382.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -371400.843750 Penalty: 2604.013672
	Iteration 24Q: 3 clusters Score -371400.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -371412.156250 Penalty: 2604.013672
	Iteration 25Q: 3 clusters Score -371412.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -371420.593750 Penalty: 2604.013672
	Iteration 26Q: 3 clusters Score -371420.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -371425.531250 Penalty: 2604.013672
	Iteration 27Q: 3 clusters Score -371425.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -371430.375000 Penalty: 2604.013672
	Iteration 28Q: 3 clusters Score -371430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -371436.343750 Penalty: 2604.013672
	Iteration 29Q: 3 clusters Score -371436.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -371443.437500 Penalty: 2604.013672
	Iteration 30Q: 3 clusters Score -371443.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -371452.093750 Penalty: 2604.013672
	Iteration 31Q: 3 clusters Score -371452.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -371457.031250 Penalty: 2604.013672
	Iteration 32Q: 3 clusters Score -371457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -371461.843750 Penalty: 2604.013672
	Iteration 33Q: 3 clusters Score -371461.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -371471.125000 Penalty: 2604.013672
	Iteration 34Q: 3 clusters Score -371471.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -371486.968750 Penalty: 2604.013672
	Iteration 35Q: 3 clusters Score -371487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -371503.375000 Penalty: 2604.013672
	Iteration 36Q: 3 clusters Score -371503.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -371520.406250 Penalty: 2604.013672
	Iteration 37Q: 3 clusters Score -371520.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -371531.312500 Penalty: 2604.013672
	Iteration 38Q: 3 clusters Score -371531.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -371540.656250 Penalty: 2604.013672
	Iteration 39Q: 3 clusters Score -371540.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -371547.906250 Penalty: 2604.013672
	Iteration 40F: 3 clusters Score -371547.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -371557.531250 Penalty: 2604.013672
	Iteration 41Q: 3 clusters Score -371557.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -371562.843750 Penalty: 2604.013672
	Iteration 42Q: 3 clusters Score -371562.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -371566.968750 Penalty: 2604.013672
	Iteration 43Q: 3 clusters Score -371567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -371570.187500 Penalty: 2604.013672
	Iteration 44Q: 3 clusters Score -371570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -371574.687500 Penalty: 2604.013672
	Iteration 45Q: 3 clusters Score -371574.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -371578.968750 Penalty: 2604.013672
	Iteration 46Q: 3 clusters Score -371579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -371579.562500 Penalty: 2604.013672
	Iteration 47Q: 3 clusters Score -371579.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -371579.562500 Penalty: 2604.013672
	Iteration 48F: 3 clusters Score -371579.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Entering Unmasked Estep 
Score: -369821.468750 Penalty: 1302.168213
	Iteration 0F: 2 clusters Score -369821.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -367118.406250 Penalty: 2604.336426
	Iteration 0F: 3 clusters Score -367118.4 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -367773.906250 Penalty: 2604.336426
	Iteration 1F: 3 clusters Score -367773.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -367923.843750 Penalty: 2604.336426
	Iteration 2F: 3 clusters Score -367923.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -368025.812500 Penalty: 2604.336426
	Iteration 3F: 3 clusters Score -368025.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -368091.218750 Penalty: 2604.336426
	Iteration 4Q: 3 clusters Score -368091.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -368139.187500 Penalty: 2604.336426
	Iteration 5Q: 3 clusters Score -368139.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -368171.781250 Penalty: 2604.336426
	Iteration 6Q: 3 clusters Score -368171.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -368197.812500 Penalty: 2604.336426
	Iteration 7Q: 3 clusters Score -368197.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -368220.000000 Penalty: 2604.336426
	Iteration 8Q: 3 clusters Score -368220 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -368238.937500 Penalty: 2604.336426
	Iteration 9Q: 3 clusters Score -368238.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -368254.906250 Penalty: 2604.336426
	Iteration 10Q: 3 clusters Score -368254.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -368274.687500 Penalty: 2604.336426
	Iteration 11Q: 3 clusters Score -368274.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -368296.093750 Penalty: 2604.336426
	Iteration 12Q: 3 clusters Score -368296.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -368316.375000 Penalty: 2604.336426
	Iteration 13Q: 3 clusters Score -368316.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -368339.218750 Penalty: 2604.336426
	Iteration 14Q: 3 clusters Score -368339.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -368366.375000 Penalty: 2604.336426
	Iteration 15Q: 3 clusters Score -368366.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -368402.000000 Penalty: 2604.336426
	Iteration 16Q: 3 clusters Score -368402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -368432.343750 Penalty: 2604.336426
	Iteration 17Q: 3 clusters Score -368432.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -368454.500000 Penalty: 2604.336426
	Iteration 18Q: 3 clusters Score -368454.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -368473.875000 Penalty: 2604.336426
	Iteration 19Q: 3 clusters Score -368473.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -368493.750000 Penalty: 2604.336426
	Iteration 20F: 3 clusters Score -368493.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -368512.812500 Penalty: 2604.336426
	Iteration 21Q: 3 clusters Score -368512.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -368537.656250 Penalty: 2604.336426
	Iteration 22Q: 3 clusters Score -368537.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -368564.062500 Penalty: 2604.336426
	Iteration 23Q: 3 clusters Score -368564.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -368592.156250 Penalty: 2604.336426
	Iteration 24Q: 3 clusters Score -368592.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -368615.000000 Penalty: 2604.336426
	Iteration 25Q: 3 clusters Score -368615 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -368636.875000 Penalty: 2604.336426
	Iteration 26Q: 3 clusters Score -368636.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -368656.750000 Penalty: 2604.336426
	Iteration 27Q: 3 clusters Score -368656.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -368667.250000 Penalty: 2604.336426
	Iteration 28Q: 3 clusters Score -368667.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -368674.000000 Penalty: 2604.336426
	Iteration 29Q: 3 clusters Score -368674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -368678.375000 Penalty: 2604.336426
	Iteration 30Q: 3 clusters Score -368678.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -368680.906250 Penalty: 2604.336426
	Iteration 31Q: 3 clusters Score -368680.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -368689.156250 Penalty: 2604.336426
	Iteration 32Q: 3 clusters Score -368689.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -368696.031250 Penalty: 2604.336426
	Iteration 33Q: 3 clusters Score -368696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -368701.312500 Penalty: 2604.336426
	Iteration 34Q: 3 clusters Score -368701.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -368706.218750 Penalty: 2604.336426
	Iteration 35Q: 3 clusters Score -368706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -368708.937500 Penalty: 2604.336426
	Iteration 36Q: 3 clusters Score -368708.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -368711.218750 Penalty: 2604.336426
	Iteration 37Q: 3 clusters Score -368711.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -368715.875000 Penalty: 2604.336426
	Iteration 38Q: 3 clusters Score -368715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -368718.875000 Penalty: 2604.336426
	Iteration 39Q: 3 clusters Score -368718.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -368721.187500 Penalty: 2604.336426
	Iteration 40F: 3 clusters Score -368721.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -368722.718750 Penalty: 2604.336426
	Iteration 41Q: 3 clusters Score -368722.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -368722.718750 Penalty: 2604.336426
	Iteration 42F: 3 clusters Score -368722.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Entering Unmasked Estep 
Score: -415609.937500 Penalty: 1329.165649
	Iteration 0F: 2 clusters Score -415609.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -412575.656250 Penalty: 2658.331299
	Iteration 0F: 3 clusters Score -412575.7 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -413330.656250 Penalty: 2658.331299
	Iteration 1F: 3 clusters Score -413330.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -413475.218750 Penalty: 2658.331299
	Iteration 2F: 3 clusters Score -413475.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -413565.093750 Penalty: 2658.331299
	Iteration 3Q: 3 clusters Score -413565.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -413645.250000 Penalty: 2658.331299
	Iteration 4Q: 3 clusters Score -413645.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -413717.500000 Penalty: 2658.331299
	Iteration 5Q: 3 clusters Score -413717.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -413772.875000 Penalty: 2658.331299
	Iteration 6Q: 3 clusters Score -413772.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -413816.687500 Penalty: 2658.331299
	Iteration 7Q: 3 clusters Score -413816.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -413854.718750 Penalty: 2658.331299
	Iteration 8Q: 3 clusters Score -413854.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -413886.343750 Penalty: 2658.331299
	Iteration 9Q: 3 clusters Score -413886.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -413921.281250 Penalty: 2658.331299
	Iteration 10Q: 3 clusters Score -413921.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -413965.500000 Penalty: 2658.331299
	Iteration 11Q: 3 clusters Score -413965.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -414008.656250 Penalty: 2658.331299
	Iteration 12Q: 3 clusters Score -414008.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -414053.062500 Penalty: 2658.331299
	Iteration 13Q: 3 clusters Score -414053.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -414106.437500 Penalty: 2658.331299
	Iteration 14Q: 3 clusters Score -414106.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -414153.156250 Penalty: 2658.331299
	Iteration 15Q: 3 clusters Score -414153.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -414200.468750 Penalty: 2658.331299
	Iteration 16Q: 3 clusters Score -414200.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -414240.343750 Penalty: 2658.331299
	Iteration 17Q: 3 clusters Score -414240.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -414277.656250 Penalty: 2658.331299
	Iteration 18Q: 3 clusters Score -414277.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -414313.593750 Penalty: 2658.331299
	Iteration 19Q: 3 clusters Score -414313.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -414346.968750 Penalty: 2658.331299
	Iteration 20F: 3 clusters Score -414347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -414369.718750 Penalty: 2658.331299
	Iteration 21Q: 3 clusters Score -414369.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -414390.718750 Penalty: 2658.331299
	Iteration 22Q: 3 clusters Score -414390.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -414411.906250 Penalty: 2658.331299
	Iteration 23Q: 3 clusters Score -414411.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -414434.468750 Penalty: 2658.331299
	Iteration 24Q: 3 clusters Score -414434.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -414455.156250 Penalty: 2658.331299
	Iteration 25Q: 3 clusters Score -414455.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -414479.281250 Penalty: 2658.331299
	Iteration 26Q: 3 clusters Score -414479.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -414495.906250 Penalty: 2658.331299
	Iteration 27Q: 3 clusters Score -414495.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -414513.437500 Penalty: 2658.331299
	Iteration 28Q: 3 clusters Score -414513.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -414526.375000 Penalty: 2658.331299
	Iteration 29Q: 3 clusters Score -414526.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -414533.250000 Penalty: 2658.331299
	Iteration 30Q: 3 clusters Score -414533.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -414537.562500 Penalty: 2658.331299
	Iteration 31Q: 3 clusters Score -414537.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -414541.343750 Penalty: 2658.331299
	Iteration 32Q: 3 clusters Score -414541.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -414542.156250 Penalty: 2658.331299
	Iteration 33Q: 3 clusters Score -414542.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -414546.625000 Penalty: 2658.331299
	Iteration 34Q: 3 clusters Score -414546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -414551.031250 Penalty: 2658.331299
	Iteration 35Q: 3 clusters Score -414551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -414552.156250 Penalty: 2658.331299
	Iteration 36Q: 3 clusters Score -414552.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -414553.906250 Penalty: 2658.331299
	Iteration 37Q: 3 clusters Score -414553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -414556.343750 Penalty: 2658.331299
	Iteration 38Q: 3 clusters Score -414556.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -414559.500000 Penalty: 2658.331299
	Iteration 39Q: 3 clusters Score -414559.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -414559.968750 Penalty: 2658.331299
	Iteration 40F: 3 clusters Score -414560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -414559.687500 Penalty: 2658.331299
	Iteration 41Q: 3 clusters Score -414559.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -414560.125000 Penalty: 2658.331299
	Iteration 42Q: 3 clusters Score -414560.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -414560.125000 Penalty: 2658.331299
	Iteration 43F: 3 clusters Score -414560.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -128692.429688 Penalty: 1134.111084
	Iteration 0F: 2 clusters Score -128692.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -127226.476562 Penalty: 2268.222168
	Iteration 0F: 3 clusters Score -127226.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -127548.937500 Penalty: 2268.222168
	Iteration 1F: 3 clusters Score -127548.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -127655.710938 Penalty: 2268.222168
	Iteration 2F: 3 clusters Score -127655.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -127751.484375 Penalty: 2268.222168
	Iteration 3F: 3 clusters Score -127751.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -127815.179688 Penalty: 2268.222168
	Iteration 4Q: 3 clusters Score -127815.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127857.765625 Penalty: 2268.222168
	Iteration 5Q: 3 clusters Score -127857.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -127898.148438 Penalty: 2268.222168
	Iteration 6Q: 3 clusters Score -127898.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -127928.843750 Penalty: 2268.222168
	Iteration 7Q: 3 clusters Score -127928.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -127943.328125 Penalty: 2268.222168
	Iteration 8Q: 3 clusters Score -127943.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -127958.875000 Penalty: 2268.222168
	Iteration 9Q: 3 clusters Score -127958.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -127974.460938 Penalty: 2268.222168
	Iteration 10Q: 3 clusters Score -127974.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -127993.210938 Penalty: 2268.222168
	Iteration 11Q: 3 clusters Score -127993.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -128009.226562 Penalty: 2268.222168
	Iteration 12Q: 3 clusters Score -128009.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -128014.539062 Penalty: 2268.222168
	Iteration 13Q: 3 clusters Score -128014.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128020.703125 Penalty: 2268.222168
	Iteration 14Q: 3 clusters Score -128020.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128023.882812 Penalty: 2268.222168
	Iteration 15Q: 3 clusters Score -128023.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -128030.031250 Penalty: 2268.222168
	Iteration 16Q: 3 clusters Score -128030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -128038.304688 Penalty: 2268.222168
	Iteration 17Q: 3 clusters Score -128038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -128047.562500 Penalty: 2268.222168
	Iteration 18Q: 3 clusters Score -128047.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -128063.000000 Penalty: 2268.222168
	Iteration 19Q: 3 clusters Score -128063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -128070.914062 Penalty: 2268.222168
	Iteration 20F: 3 clusters Score -128070.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -128076.531250 Penalty: 2268.222168
	Iteration 21Q: 3 clusters Score -128076.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -128079.187500 Penalty: 2268.222168
	Iteration 22Q: 3 clusters Score -128079.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -128083.039062 Penalty: 2268.222168
	Iteration 23Q: 3 clusters Score -128083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -128086.945312 Penalty: 2268.222168
	Iteration 24Q: 3 clusters Score -128086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -128092.132812 Penalty: 2268.222168
	Iteration 25Q: 3 clusters Score -128092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -128094.218750 Penalty: 2268.222168
	Iteration 26Q: 3 clusters Score -128094.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -128094.804688 Penalty: 2268.222168
	Iteration 27Q: 3 clusters Score -128094.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -128095.437500 Penalty: 2268.222168
	Iteration 28Q: 3 clusters Score -128095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -128096.500000 Penalty: 2268.222168
	Iteration 29Q: 3 clusters Score -128096.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -128096.953125 Penalty: 2268.222168
	Iteration 30Q: 3 clusters Score -128097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -128096.953125 Penalty: 2268.222168
	Iteration 31F: 3 clusters Score -128097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Entering Unmasked Estep 
Score: -1659581.375000 Penalty: 1543.984375
	Iteration 0F: 2 clusters Score -1659581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1650272.875000 Penalty: 3087.968750
	Iteration 0F: 3 clusters Score -1650273 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1653539.750000 Penalty: 3087.968750
	Iteration 1F: 3 clusters Score -1653540 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1653918.125000 Penalty: 3087.968750
	Iteration 2F: 3 clusters Score -1653918 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1654336.125000 Penalty: 3087.968750
	Iteration 3F: 3 clusters Score -1654336 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1654820.875000 Penalty: 3087.968750
	Iteration 4F: 3 clusters Score -1654821 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1655282.625000 Penalty: 3087.968750
	Iteration 5F: 3 clusters Score -1655283 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1655721.750000 Penalty: 3087.968750
	Iteration 6F: 3 clusters Score -1655722 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1656082.125000 Penalty: 3087.968750
	Iteration 7Q: 3 clusters Score -1656082 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1656353.000000 Penalty: 3087.968750
	Iteration 8Q: 3 clusters Score -1656353 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1656598.875000 Penalty: 3087.968750
	Iteration 9Q: 3 clusters Score -1656599 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1656823.375000 Penalty: 3087.968750
	Iteration 10Q: 3 clusters Score -1656823 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1657045.250000 Penalty: 3087.968750
	Iteration 11Q: 3 clusters Score -1657045 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1657242.750000 Penalty: 3087.968750
	Iteration 12Q: 3 clusters Score -1657243 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1657417.000000 Penalty: 3087.968750
	Iteration 13Q: 3 clusters Score -1657417 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1657562.250000 Penalty: 3087.968750
	Iteration 14Q: 3 clusters Score -1657562 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1657702.000000 Penalty: 3087.968750
	Iteration 15Q: 3 clusters Score -1657702 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1657818.000000 Penalty: 3087.968750
	Iteration 16Q: 3 clusters Score -1657818 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1657931.000000 Penalty: 3087.968750
	Iteration 17Q: 3 clusters Score -1657931 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1658035.125000 Penalty: 3087.968750
	Iteration 18Q: 3 clusters Score -1658035 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1658128.375000 Penalty: 3087.968750
	Iteration 19Q: 3 clusters Score -1658128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1658199.250000 Penalty: 3087.968750
	Iteration 20F: 3 clusters Score -1658199 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1658271.125000 Penalty: 3087.968750
	Iteration 21Q: 3 clusters Score -1658271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -1658312.000000 Penalty: 3087.968750
	Iteration 22Q: 3 clusters Score -1658312 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1658337.250000 Penalty: 3087.968750
	Iteration 23Q: 3 clusters Score -1658337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1658370.000000 Penalty: 3087.968750
	Iteration 24Q: 3 clusters Score -1658370 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1658391.250000 Penalty: 3087.968750
	Iteration 25Q: 3 clusters Score -1658391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1658400.875000 Penalty: 3087.968750
	Iteration 26Q: 3 clusters Score -1658401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1658405.000000 Penalty: 3087.968750
	Iteration 27Q: 3 clusters Score -1658405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1658405.875000 Penalty: 3087.968750
	Iteration 28Q: 3 clusters Score -1658406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1658405.875000 Penalty: 3087.968750
	Iteration 29F: 3 clusters Score -1658406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -282438.250000 Penalty: 1258.844116
	Iteration 0F: 2 clusters Score -282438.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -280177.375000 Penalty: 2517.688232
	Iteration 0F: 3 clusters Score -280177.4 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -280688.750000 Penalty: 2517.688232
	Iteration 1F: 3 clusters Score -280688.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -280780.656250 Penalty: 2517.688232
	Iteration 2F: 3 clusters Score -280780.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -280837.781250 Penalty: 2517.688232
	Iteration 3Q: 3 clusters Score -280837.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -280886.156250 Penalty: 2517.688232
	Iteration 4Q: 3 clusters Score -280886.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -280931.343750 Penalty: 2517.688232
	Iteration 5Q: 3 clusters Score -280931.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -280961.375000 Penalty: 2517.688232
	Iteration 6Q: 3 clusters Score -280961.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -280987.781250 Penalty: 2517.688232
	Iteration 7Q: 3 clusters Score -280987.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -281011.375000 Penalty: 2517.688232
	Iteration 8Q: 3 clusters Score -281011.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -281025.375000 Penalty: 2517.688232
	Iteration 9Q: 3 clusters Score -281025.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -281034.750000 Penalty: 2517.688232
	Iteration 10Q: 3 clusters Score -281034.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -281045.687500 Penalty: 2517.688232
	Iteration 11Q: 3 clusters Score -281045.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -281064.312500 Penalty: 2517.688232
	Iteration 12Q: 3 clusters Score -281064.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -281080.062500 Penalty: 2517.688232
	Iteration 13Q: 3 clusters Score -281080.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -281090.156250 Penalty: 2517.688232
	Iteration 14Q: 3 clusters Score -281090.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -281100.343750 Penalty: 2517.688232
	Iteration 15Q: 3 clusters Score -281100.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -281108.687500 Penalty: 2517.688232
	Iteration 16Q: 3 clusters Score -281108.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -281112.843750 Penalty: 2517.688232
	Iteration 17Q: 3 clusters Score -281112.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -281120.687500 Penalty: 2517.688232
	Iteration 18Q: 3 clusters Score -281120.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -281128.625000 Penalty: 2517.688232
	Iteration 19Q: 3 clusters Score -281128.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -281136.500000 Penalty: 2517.688232
	Iteration 20F: 3 clusters Score -281136.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -281145.875000 Penalty: 2517.688232
	Iteration 21Q: 3 clusters Score -281145.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -281157.406250 Penalty: 2517.688232
	Iteration 22Q: 3 clusters Score -281157.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -281171.875000 Penalty: 2517.688232
	Iteration 23Q: 3 clusters Score -281171.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -281191.656250 Penalty: 2517.688232
	Iteration 24Q: 3 clusters Score -281191.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -281216.437500 Penalty: 2517.688232
	Iteration 25Q: 3 clusters Score -281216.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -281237.906250 Penalty: 2517.688232
	Iteration 26Q: 3 clusters Score -281237.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -281256.218750 Penalty: 2517.688232
	Iteration 27Q: 3 clusters Score -281256.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -281273.406250 Penalty: 2517.688232
	Iteration 28Q: 3 clusters Score -281273.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -281287.437500 Penalty: 2517.688232
	Iteration 29Q: 3 clusters Score -281287.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -281303.500000 Penalty: 2517.688232
	Iteration 30Q: 3 clusters Score -281303.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -281312.875000 Penalty: 2517.688232
	Iteration 31Q: 3 clusters Score -281312.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -281320.187500 Penalty: 2517.688232
	Iteration 32Q: 3 clusters Score -281320.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -281327.187500 Penalty: 2517.688232
	Iteration 33Q: 3 clusters Score -281327.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -281331.781250 Penalty: 2517.688232
	Iteration 34Q: 3 clusters Score -281331.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -281335.687500 Penalty: 2517.688232
	Iteration 35Q: 3 clusters Score -281335.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -281339.843750 Penalty: 2517.688232
	Iteration 36Q: 3 clusters Score -281339.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -281345.218750 Penalty: 2517.688232
	Iteration 37Q: 3 clusters Score -281345.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -281348.937500 Penalty: 2517.688232
	Iteration 38Q: 3 clusters Score -281348.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -281352.031250 Penalty: 2517.688232
	Iteration 39Q: 3 clusters Score -281352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -281357.000000 Penalty: 2517.688232
	Iteration 40F: 3 clusters Score -281357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -281368.781250 Penalty: 2517.688232
	Iteration 41Q: 3 clusters Score -281368.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -281378.906250 Penalty: 2517.688232
	Iteration 42Q: 3 clusters Score -281378.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -281387.531250 Penalty: 2517.688232
	Iteration 43Q: 3 clusters Score -281387.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -281395.812500 Penalty: 2517.688232
	Iteration 44Q: 3 clusters Score -281395.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -281405.718750 Penalty: 2517.688232
	Iteration 45Q: 3 clusters Score -281405.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -281413.906250 Penalty: 2517.688232
	Iteration 46Q: 3 clusters Score -281413.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -281421.875000 Penalty: 2517.688232
	Iteration 47Q: 3 clusters Score -281421.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -281430.250000 Penalty: 2517.688232
	Iteration 48Q: 3 clusters Score -281430.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -281436.000000 Penalty: 2517.688232
	Iteration 49Q: 3 clusters Score -281436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -281440.593750 Penalty: 2517.688232
	Iteration 50Q: 3 clusters Score -281440.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -281445.031250 Penalty: 2517.688232
	Iteration 51Q: 3 clusters Score -281445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -281450.093750 Penalty: 2517.688232
	Iteration 52Q: 3 clusters Score -281450.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -281453.500000 Penalty: 2517.688232
	Iteration 53Q: 3 clusters Score -281453.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -281456.093750 Penalty: 2517.688232
	Iteration 54Q: 3 clusters Score -281456.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -281460.625000 Penalty: 2517.688232
	Iteration 55Q: 3 clusters Score -281460.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -281463.406250 Penalty: 2517.688232
	Iteration 56Q: 3 clusters Score -281463.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -281464.375000 Penalty: 2517.688232
	Iteration 57Q: 3 clusters Score -281464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -281465.562500 Penalty: 2517.688232
	Iteration 58Q: 3 clusters Score -281465.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -281465.562500 Penalty: 2517.688232
	Iteration 59F: 3 clusters Score -281465.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Entering Unmasked Estep 
Score: -1161874.375000 Penalty: 1500.280151
	Iteration 0F: 2 clusters Score -1161874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1154552.875000 Penalty: 3000.560303
	Iteration 0F: 3 clusters Score -1154553 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1157102.875000 Penalty: 3000.560303
	Iteration 1F: 3 clusters Score -1157103 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1157551.375000 Penalty: 3000.560303
	Iteration 2F: 3 clusters Score -1157551 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1157930.500000 Penalty: 3000.560303
	Iteration 3F: 3 clusters Score -1157930 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1158283.500000 Penalty: 3000.560303
	Iteration 4F: 3 clusters Score -1158284 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1158594.625000 Penalty: 3000.560303
	Iteration 5F: 3 clusters Score -1158595 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1158898.000000 Penalty: 3000.560303
	Iteration 6Q: 3 clusters Score -1158898 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1159188.625000 Penalty: 3000.560303
	Iteration 7Q: 3 clusters Score -1159189 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1159431.250000 Penalty: 3000.560303
	Iteration 8Q: 3 clusters Score -1159431 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1159606.000000 Penalty: 3000.560303
	Iteration 9Q: 3 clusters Score -1159606 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1159724.875000 Penalty: 3000.560303
	Iteration 10Q: 3 clusters Score -1159725 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1159801.375000 Penalty: 3000.560303
	Iteration 11Q: 3 clusters Score -1159801 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1159848.375000 Penalty: 3000.560303
	Iteration 12Q: 3 clusters Score -1159848 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1159883.125000 Penalty: 3000.560303
	Iteration 13Q: 3 clusters Score -1159883 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1159903.625000 Penalty: 3000.560303
	Iteration 14Q: 3 clusters Score -1159904 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1159921.875000 Penalty: 3000.560303
	Iteration 15Q: 3 clusters Score -1159922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1159942.500000 Penalty: 3000.560303
	Iteration 16Q: 3 clusters Score -1159942 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1159954.375000 Penalty: 3000.560303
	Iteration 17Q: 3 clusters Score -1159954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1159966.750000 Penalty: 3000.560303
	Iteration 18Q: 3 clusters Score -1159967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1159978.375000 Penalty: 3000.560303
	Iteration 19Q: 3 clusters Score -1159978 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1159985.125000 Penalty: 3000.560303
	Iteration 20F: 3 clusters Score -1159985 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1159991.750000 Penalty: 3000.560303
	Iteration 21Q: 3 clusters Score -1159992 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1160007.125000 Penalty: 3000.560303
	Iteration 22Q: 3 clusters Score -1160007 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1160016.125000 Penalty: 3000.560303
	Iteration 23Q: 3 clusters Score -1160016 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1160024.750000 Penalty: 3000.560303
	Iteration 24Q: 3 clusters Score -1160025 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1160034.500000 Penalty: 3000.560303
	Iteration 25Q: 3 clusters Score -1160034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1160042.500000 Penalty: 3000.560303
	Iteration 26Q: 3 clusters Score -1160042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1160049.375000 Penalty: 3000.560303
	Iteration 27Q: 3 clusters Score -1160049 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1160059.750000 Penalty: 3000.560303
	Iteration 28Q: 3 clusters Score -1160060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1160065.750000 Penalty: 3000.560303
	Iteration 29Q: 3 clusters Score -1160066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1160069.625000 Penalty: 3000.560303
	Iteration 30Q: 3 clusters Score -1160070 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1160075.250000 Penalty: 3000.560303
	Iteration 31Q: 3 clusters Score -1160075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1160081.500000 Penalty: 3000.560303
	Iteration 32Q: 3 clusters Score -1160082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1160090.375000 Penalty: 3000.560303
	Iteration 33Q: 3 clusters Score -1160090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1160093.625000 Penalty: 3000.560303
	Iteration 34Q: 3 clusters Score -1160094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1160099.750000 Penalty: 3000.560303
	Iteration 35Q: 3 clusters Score -1160100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1160107.375000 Penalty: 3000.560303
	Iteration 36Q: 3 clusters Score -1160107 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1160110.625000 Penalty: 3000.560303
	Iteration 37Q: 3 clusters Score -1160111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1160114.875000 Penalty: 3000.560303
	Iteration 38Q: 3 clusters Score -1160115 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1160121.000000 Penalty: 3000.560303
	Iteration 39Q: 3 clusters Score -1160121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1160124.375000 Penalty: 3000.560303
	Iteration 40F: 3 clusters Score -1160124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1160126.375000 Penalty: 3000.560303
	Iteration 41Q: 3 clusters Score -1160126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1160130.750000 Penalty: 3000.560303
	Iteration 42Q: 3 clusters Score -1160131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1160136.750000 Penalty: 3000.560303
	Iteration 43Q: 3 clusters Score -1160137 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1160142.000000 Penalty: 3000.560303
	Iteration 44Q: 3 clusters Score -1160142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1160146.500000 Penalty: 3000.560303
	Iteration 45Q: 3 clusters Score -1160146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1160159.750000 Penalty: 3000.560303
	Iteration 46Q: 3 clusters Score -1160160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1160163.875000 Penalty: 3000.560303
	Iteration 47Q: 3 clusters Score -1160164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1160176.250000 Penalty: 3000.560303
	Iteration 48Q: 3 clusters Score -1160176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1160186.500000 Penalty: 3000.560303
	Iteration 49Q: 3 clusters Score -1160186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1160199.000000 Penalty: 3000.560303
	Iteration 50Q: 3 clusters Score -1160199 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1160213.250000 Penalty: 3000.560303
	Iteration 51Q: 3 clusters Score -1160213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1160226.250000 Penalty: 3000.560303
	Iteration 52Q: 3 clusters Score -1160226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1160236.375000 Penalty: 3000.560303
	Iteration 53Q: 3 clusters Score -1160236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1160237.875000 Penalty: 3000.560303
	Iteration 54Q: 3 clusters Score -1160238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1160244.000000 Penalty: 3000.560303
	Iteration 55Q: 3 clusters Score -1160244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1160247.500000 Penalty: 3000.560303
	Iteration 56Q: 3 clusters Score -1160248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1160253.625000 Penalty: 3000.560303
	Iteration 57Q: 3 clusters Score -1160254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1160260.250000 Penalty: 3000.560303
	Iteration 58Q: 3 clusters Score -1160260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1160265.250000 Penalty: 3000.560303
	Iteration 59Q: 3 clusters Score -1160265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1160272.750000 Penalty: 3000.560303
	Iteration 60F: 3 clusters Score -1160273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1160278.000000 Penalty: 3000.560303
	Iteration 61Q: 3 clusters Score -1160278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1160280.000000 Penalty: 3000.560303
	Iteration 62Q: 3 clusters Score -1160280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -1160284.000000 Penalty: 3000.560303
	Iteration 63Q: 3 clusters Score -1160284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1160288.875000 Penalty: 3000.560303
	Iteration 64Q: 3 clusters Score -1160289 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1160293.625000 Penalty: 3000.560303
	Iteration 65Q: 3 clusters Score -1160294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1160295 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1160300.500000 Penalty: 3000.560303
	Iteration 67Q: 3 clusters Score -1160300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1160304.625000 Penalty: 3000.560303
	Iteration 68Q: 3 clusters Score -1160305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1160312.625000 Penalty: 3000.560303
	Iteration 69Q: 3 clusters Score -1160313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1160316.625000 Penalty: 3000.560303
	Iteration 70Q: 3 clusters Score -1160317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1160323.875000 Penalty: 3000.560303
	Iteration 71Q: 3 clusters Score -1160324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1160330.125000 Penalty: 3000.560303
	Iteration 72Q: 3 clusters Score -1160330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1160336.000000 Penalty: 3000.560303
	Iteration 73Q: 3 clusters Score -1160336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1160342.875000 Penalty: 3000.560303
	Iteration 74Q: 3 clusters Score -1160343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1160351.750000 Penalty: 3000.560303
	Iteration 75Q: 3 clusters Score -1160352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1160362.125000 Penalty: 3000.560303
	Iteration 76Q: 3 clusters Score -1160362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1160365.875000 Penalty: 3000.560303
	Iteration 77Q: 3 clusters Score -1160366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1160375.875000 Penalty: 3000.560303
	Iteration 78Q: 3 clusters Score -1160376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1160388.750000 Penalty: 3000.560303
	Iteration 79Q: 3 clusters Score -1160389 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1160401.125000 Penalty: 3000.560303
	Iteration 80F: 3 clusters Score -1160401 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1160416.375000 Penalty: 3000.560303
	Iteration 81Q: 3 clusters Score -1160416 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1160434.375000 Penalty: 3000.560303
	Iteration 82Q: 3 clusters Score -1160434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1160444.375000 Penalty: 3000.560303
	Iteration 83Q: 3 clusters Score -1160444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1160448.875000 Penalty: 3000.560303
	Iteration 84Q: 3 clusters Score -1160449 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1160458.875000 Penalty: 3000.560303
	Iteration 85Q: 3 clusters Score -1160459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1160464.875000 Penalty: 3000.560303
	Iteration 86Q: 3 clusters Score -1160465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1160467.500000 Penalty: 3000.560303
	Iteration 87Q: 3 clusters Score -1160468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1160474.625000 Penalty: 3000.560303
	Iteration 88Q: 3 clusters Score -1160475 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1160476.125000 Penalty: 3000.560303
	Iteration 89Q: 3 clusters Score -1160476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1160479.750000 Penalty: 3000.560303
	Iteration 90Q: 3 clusters Score -1160480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1160484.875000 Penalty: 3000.560303
	Iteration 91Q: 3 clusters Score -1160485 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1160490.875000 Penalty: 3000.560303
	Iteration 92Q: 3 clusters Score -1160491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1160494.250000 Penalty: 3000.560303
	Iteration 93Q: 3 clusters Score -1160494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1160495.500000 Penalty: 3000.560303
	Iteration 94Q: 3 clusters Score -1160496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1160499.750000 Penalty: 3000.560303
	Iteration 95Q: 3 clusters Score -1160500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1160510.500000 Penalty: 3000.560303
	Iteration 96Q: 3 clusters Score -1160510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1160518.875000 Penalty: 3000.560303
	Iteration 97Q: 3 clusters Score -1160519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1160531.875000 Penalty: 3000.560303
	Iteration 98Q: 3 clusters Score -1160532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1160541.000000 Penalty: 3000.560303
	Iteration 99Q: 3 clusters Score -1160541 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1160544.750000 Penalty: 3000.560303
	Iteration 100F: 3 clusters Score -1160545 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1160551.375000 Penalty: 3000.560303
	Iteration 101Q: 3 clusters Score -1160551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -1160559.375000 Penalty: 3000.560303
	Iteration 102Q: 3 clusters Score -1160559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1160561.500000 Penalty: 3000.560303
	Iteration 103Q: 3 clusters Score -1160562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1160563.000000 Penalty: 3000.560303
	Iteration 104Q: 3 clusters Score -1160563 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1160569.375000 Penalty: 3000.560303
	Iteration 105Q: 3 clusters Score -1160569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1160572.875000 Penalty: 3000.560303
	Iteration 106Q: 3 clusters Score -1160573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1160576.625000 Penalty: 3000.560303
	Iteration 107Q: 3 clusters Score -1160577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1160580.625000 Penalty: 3000.560303
	Iteration 108Q: 3 clusters Score -1160581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1160584.375000 Penalty: 3000.560303
	Iteration 109Q: 3 clusters Score -1160584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1160586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1160585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1160587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1160588.625000 Penalty: 3000.560303
	Iteration 113Q: 3 clusters Score -1160589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1160587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1160588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1160589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1160586.875000 Penalty: 3000.560303
	Iteration 117Q: 3 clusters Score -1160587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1160589.625000 Penalty: 3000.560303
	Iteration 118Q: 3 clusters Score -1160590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1160591.125000 Penalty: 3000.560303
	Iteration 119Q: 3 clusters Score -1160591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1160594.125000 Penalty: 3000.560303
	Iteration 120F: 3 clusters Score -1160594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1160597.500000 Penalty: 3000.560303
	Iteration 121Q: 3 clusters Score -1160598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1160599.875000 Penalty: 3000.560303
	Iteration 122Q: 3 clusters Score -1160600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1160604.250000 Penalty: 3000.560303
	Iteration 123Q: 3 clusters Score -1160604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1160606.000000 Penalty: 3000.560303
	Iteration 124Q: 3 clusters Score -1160606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -1160607.250000 Penalty: 3000.560303
	Iteration 125Q: 3 clusters Score -1160607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1160609.500000 Penalty: 3000.560303
	Iteration 126Q: 3 clusters Score -1160610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1160612.875000 Penalty: 3000.560303
	Iteration 127Q: 3 clusters Score -1160613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1160616.500000 Penalty: 3000.560303
	Iteration 128Q: 3 clusters Score -1160616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1160618.375000 Penalty: 3000.560303
	Iteration 129Q: 3 clusters Score -1160618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1160624.375000 Penalty: 3000.560303
	Iteration 130Q: 3 clusters Score -1160624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1160628.125000 Penalty: 3000.560303
	Iteration 131Q: 3 clusters Score -1160628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1160628.000000 Penalty: 3000.560303
	Iteration 132Q: 3 clusters Score -1160628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1160632.375000 Penalty: 3000.560303
	Iteration 133Q: 3 clusters Score -1160632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1160637.500000 Penalty: 3000.560303
	Iteration 134Q: 3 clusters Score -1160638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1160641.125000 Penalty: 3000.560303
	Iteration 135Q: 3 clusters Score -1160641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1160641.500000 Penalty: 3000.560303
	Iteration 136Q: 3 clusters Score -1160642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1160643.875000 Penalty: 3000.560303
	Iteration 137Q: 3 clusters Score -1160644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1160649.500000 Penalty: 3000.560303
	Iteration 138Q: 3 clusters Score -1160650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1160651.250000 Penalty: 3000.560303
	Iteration 139Q: 3 clusters Score -1160651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1160652.250000 Penalty: 3000.560303
	Iteration 140F: 3 clusters Score -1160652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1160654.500000 Penalty: 3000.560303
	Iteration 141Q: 3 clusters Score -1160654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1160657.625000 Penalty: 3000.560303
	Iteration 142Q: 3 clusters Score -1160658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1160660.500000 Penalty: 3000.560303
	Iteration 143Q: 3 clusters Score -1160660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1160662.625000 Penalty: 3000.560303
	Iteration 144Q: 3 clusters Score -1160663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1160664.125000 Penalty: 3000.560303
	Iteration 145Q: 3 clusters Score -1160664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1160666.500000 Penalty: 3000.560303
	Iteration 146Q: 3 clusters Score -1160666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1160666.750000 Penalty: 3000.560303
	Iteration 147Q: 3 clusters Score -1160667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1160671.000000 Penalty: 3000.560303
	Iteration 148Q: 3 clusters Score -1160671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1160672.500000 Penalty: 3000.560303
	Iteration 149Q: 3 clusters Score -1160672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1160671.875000 Penalty: 3000.560303
	Iteration 150Q: 3 clusters Score -1160672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1160673.500000 Penalty: 3000.560303
	Iteration 151Q: 3 clusters Score -1160674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1160673.500000 Penalty: 3000.560303
	Iteration 152F: 3 clusters Score -1160674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Entering Unmasked Estep 
Score: -7448492.500000 Penalty: 1788.958618
	Iteration 0F: 2 clusters Score -7448492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -7409202.500000 Penalty: 3577.917236
	Iteration 0F: 3 clusters Score -7409202 nChanged 28302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -7425750.500000 Penalty: 3577.917236
	Iteration 1F: 3 clusters Score -7425750 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -7426868.500000 Penalty: 3577.917236
	Iteration 2Q: 3 clusters Score -7426868 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -7428713.000000 Penalty: 3577.917236
	Iteration 3F: 3 clusters Score -7428713 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -7431289.500000 Penalty: 3577.917236
	Iteration 4F: 3 clusters Score -7431290 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -7434527.500000 Penalty: 3577.917236
	Iteration 5F: 3 clusters Score -7434528 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -7437923.000000 Penalty: 3577.917236
	Iteration 6F: 3 clusters Score -7437923 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52591 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -7440827.000000 Penalty: 3577.917236
	Iteration 7F: 3 clusters Score -7440827 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -7443221.000000 Penalty: 3577.917236
	Iteration 8Q: 3 clusters Score -7443221 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -7444881.500000 Penalty: 3577.917236
	Iteration 9Q: 3 clusters Score -7444882 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58409 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7445843.000000 Penalty: 3577.917236
	Iteration 10Q: 3 clusters Score -7445843 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59083 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7446444.500000 Penalty: 3577.917236
	Iteration 11Q: 3 clusters Score -7446444 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7446721.000000 Penalty: 3577.917236
	Iteration 12Q: 3 clusters Score -7446721 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59581 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7446917.000000 Penalty: 3577.917236
	Iteration 13Q: 3 clusters Score -7446917 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59670 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7447038.000000 Penalty: 3577.917236
	Iteration 14Q: 3 clusters Score -7447038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59728 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7447125.500000 Penalty: 3577.917236
	Iteration 15Q: 3 clusters Score -7447126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -7447187.500000 Penalty: 3577.917236
	Iteration 16Q: 3 clusters Score -7447188 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7447259.000000 Penalty: 3577.917236
	Iteration 17Q: 3 clusters Score -7447259 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7447310.000000 Penalty: 3577.917236
	Iteration 18Q: 3 clusters Score -7447310 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7447461.000000 Penalty: 3577.917236
	Iteration 19Q: 3 clusters Score -7447461 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59873 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7447655.000000 Penalty: 3577.917236
	Iteration 20F: 3 clusters Score -7447655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59868 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7447754.500000 Penalty: 3577.917236
	Iteration 21Q: 3 clusters Score -7447754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59859 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -7447817.000000 Penalty: 3577.917236
	Iteration 22Q: 3 clusters Score -7447817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7447835.500000 Penalty: 3577.917236
	Iteration 23Q: 3 clusters Score -7447836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7447856.000000 Penalty: 3577.917236
	Iteration 24Q: 3 clusters Score -7447856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59848 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7447860.500000 Penalty: 3577.917236
	Iteration 25Q: 3 clusters Score -7447860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7447864.000000 Penalty: 3577.917236
	Iteration 26Q: 3 clusters Score -7447864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7447865.000000 Penalty: 3577.917236
	Iteration 27Q: 3 clusters Score -7447865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7447874.000000 Penalty: 3577.917236
	Iteration 28Q: 3 clusters Score -7447874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7447871.000000 Penalty: 3577.917236
	Iteration 29Q: 3 clusters Score -7447871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7447871.000000 Penalty: 3577.917236
	Iteration 30F: 3 clusters Score -7447871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -177739.671875 Penalty: 1206.426880
	Iteration 0F: 2 clusters Score -177739.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -175913.593750 Penalty: 2412.853760
	Iteration 0F: 3 clusters Score -175913.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -176419.984375 Penalty: 2412.853760
	Iteration 1F: 3 clusters Score -176420 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -176629.812500 Penalty: 2412.853760
	Iteration 2F: 3 clusters Score -176629.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -176762.203125 Penalty: 2412.853760
	Iteration 3F: 3 clusters Score -176762.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -176868.609375 Penalty: 2412.853760
	Iteration 4Q: 3 clusters Score -176868.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -176932.937500 Penalty: 2412.853760
	Iteration 5Q: 3 clusters Score -176932.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -176979.359375 Penalty: 2412.853760
	Iteration 6Q: 3 clusters Score -176979.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -177007.046875 Penalty: 2412.853760
	Iteration 7Q: 3 clusters Score -177007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -177031.187500 Penalty: 2412.853760
	Iteration 8Q: 3 clusters Score -177031.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -177055.328125 Penalty: 2412.853760
	Iteration 9Q: 3 clusters Score -177055.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -177080.640625 Penalty: 2412.853760
	Iteration 10Q: 3 clusters Score -177080.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -177099.703125 Penalty: 2412.853760
	Iteration 11Q: 3 clusters Score -177099.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -177109.125000 Penalty: 2412.853760
	Iteration 12Q: 3 clusters Score -177109.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -177116.421875 Penalty: 2412.853760
	Iteration 13Q: 3 clusters Score -177116.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -177121.515625 Penalty: 2412.853760
	Iteration 14Q: 3 clusters Score -177121.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -177125.015625 Penalty: 2412.853760
	Iteration 15Q: 3 clusters Score -177125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -177126.984375 Penalty: 2412.853760
	Iteration 16Q: 3 clusters Score -177127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -177128.343750 Penalty: 2412.853760
	Iteration 17Q: 3 clusters Score -177128.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -177128.343750 Penalty: 2412.853760
	Iteration 18F: 3 clusters Score -177128.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Entering Unmasked Estep 
Score: -1010753.062500 Penalty: 1463.617554
	Iteration 0F: 2 clusters Score -1010753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1004683.000000 Penalty: 2927.235107
	Iteration 0F: 3 clusters Score -1004683 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1006544.000000 Penalty: 2927.235107
	Iteration 1F: 3 clusters Score -1006544 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1006773.500000 Penalty: 2927.235107
	Iteration 2F: 3 clusters Score -1006774 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1006939.625000 Penalty: 2927.235107
	Iteration 3F: 3 clusters Score -1006940 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1007064.375000 Penalty: 2927.235107
	Iteration 4Q: 3 clusters Score -1007064 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1007177.312500 Penalty: 2927.235107
	Iteration 5Q: 3 clusters Score -1007177 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1007269.812500 Penalty: 2927.235107
	Iteration 6Q: 3 clusters Score -1007270 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1007349.375000 Penalty: 2927.235107
	Iteration 7Q: 3 clusters Score -1007349 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1007425.312500 Penalty: 2927.235107
	Iteration 8Q: 3 clusters Score -1007425 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1007516.437500 Penalty: 2927.235107
	Iteration 9Q: 3 clusters Score -1007516 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1007615.500000 Penalty: 2927.235107
	Iteration 10Q: 3 clusters Score -1007616 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1007735.062500 Penalty: 2927.235107
	Iteration 11Q: 3 clusters Score -1007735 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1007875.937500 Penalty: 2927.235107
	Iteration 12Q: 3 clusters Score -1007876 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1008030.312500 Penalty: 2927.235107
	Iteration 13Q: 3 clusters Score -1008030 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1008188.937500 Penalty: 2927.235107
	Iteration 14Q: 3 clusters Score -1008189 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1008367.687500 Penalty: 2927.235107
	Iteration 15Q: 3 clusters Score -1008368 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1008548.375000 Penalty: 2927.235107
	Iteration 16Q: 3 clusters Score -1008548 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1008699.812500 Penalty: 2927.235107
	Iteration 17Q: 3 clusters Score -1008700 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1008835.750000 Penalty: 2927.235107
	Iteration 18Q: 3 clusters Score -1008836 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1008950.250000 Penalty: 2927.235107
	Iteration 19Q: 3 clusters Score -1008950 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1009029.875000 Penalty: 2927.235107
	Iteration 20F: 3 clusters Score -1009030 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1009111.062500 Penalty: 2927.235107
	Iteration 21Q: 3 clusters Score -1009111 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1009179.937500 Penalty: 2927.235107
	Iteration 22Q: 3 clusters Score -1009180 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1009228.750000 Penalty: 2927.235107
	Iteration 23Q: 3 clusters Score -1009229 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1009277.875000 Penalty: 2927.235107
	Iteration 24Q: 3 clusters Score -1009278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1009307.500000 Penalty: 2927.235107
	Iteration 25Q: 3 clusters Score -1009308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1009337.375000 Penalty: 2927.235107
	Iteration 26Q: 3 clusters Score -1009337 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1009366.562500 Penalty: 2927.235107
	Iteration 27Q: 3 clusters Score -1009367 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1009388.937500 Penalty: 2927.235107
	Iteration 28Q: 3 clusters Score -1009389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1009402.687500 Penalty: 2927.235107
	Iteration 29Q: 3 clusters Score -1009403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1009409.625000 Penalty: 2927.235107
	Iteration 30Q: 3 clusters Score -1009410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1009415.125000 Penalty: 2927.235107
	Iteration 31Q: 3 clusters Score -1009415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1009422.500000 Penalty: 2927.235107
	Iteration 32Q: 3 clusters Score -1009422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1009426.000000 Penalty: 2927.235107
	Iteration 33Q: 3 clusters Score -1009426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1009428.625000 Penalty: 2927.235107
	Iteration 34Q: 3 clusters Score -1009429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1009433.937500 Penalty: 2927.235107
	Iteration 35Q: 3 clusters Score -1009434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1009435.750000 Penalty: 2927.235107
	Iteration 36Q: 3 clusters Score -1009436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1009436.125000 Penalty: 2927.235107
	Iteration 37Q: 3 clusters Score -1009436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1009436.125000 Penalty: 2927.235107
	Iteration 38F: 3 clusters Score -1009436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Entering Unmasked Estep 
Score: -4228528.000000 Penalty: 1696.938232
	Iteration 0F: 2 clusters Score -4228528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -4205495.500000 Penalty: 3393.876465
	Iteration 0F: 3 clusters Score -4205496 nChanged 15916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -4214120.500000 Penalty: 3393.876465
	Iteration 1F: 3 clusters Score -4214120 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -4214549.500000 Penalty: 3393.876465
	Iteration 2Q: 3 clusters Score -4214550 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -4215122.000000 Penalty: 3393.876465
	Iteration 3Q: 3 clusters Score -4215122 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -4215919.000000 Penalty: 3393.876465
	Iteration 4Q: 3 clusters Score -4215919 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -4216992.000000 Penalty: 3393.876465
	Iteration 5F: 3 clusters Score -4216992 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -4218219.500000 Penalty: 3393.876465
	Iteration 6F: 3 clusters Score -4218220 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -4219467.000000 Penalty: 3393.876465
	Iteration 7F: 3 clusters Score -4219467 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -4220569.500000 Penalty: 3393.876465
	Iteration 8F: 3 clusters Score -4220570 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22489 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -4221425.500000 Penalty: 3393.876465
	Iteration 9F: 3 clusters Score -4221426 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -4222028.500000 Penalty: 3393.876465
	Iteration 10Q: 3 clusters Score -4222028 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -4222480.500000 Penalty: 3393.876465
	Iteration 11Q: 3 clusters Score -4222480 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -4222821.500000 Penalty: 3393.876465
	Iteration 12Q: 3 clusters Score -4222822 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -4223136.500000 Penalty: 3393.876465
	Iteration 13Q: 3 clusters Score -4223136 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -4223473.500000 Penalty: 3393.876465
	Iteration 14Q: 3 clusters Score -4223474 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -4223845.000000 Penalty: 3393.876465
	Iteration 15Q: 3 clusters Score -4223845 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -4224201.000000 Penalty: 3393.876465
	Iteration 16Q: 3 clusters Score -4224201 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -4224617.000000 Penalty: 3393.876465
	Iteration 17Q: 3 clusters Score -4224617 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -4224999.000000 Penalty: 3393.876465
	Iteration 18Q: 3 clusters Score -4224999 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -4225423.000000 Penalty: 3393.876465
	Iteration 19Q: 3 clusters Score -4225423 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4225765.000000 Penalty: 3393.876465
	Iteration 20F: 3 clusters Score -4225765 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -4226031.000000 Penalty: 3393.876465
	Iteration 21Q: 3 clusters Score -4226031 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -4226223.000000 Penalty: 3393.876465
	Iteration 22Q: 3 clusters Score -4226223 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -4226338.000000 Penalty: 3393.876465
	Iteration 23Q: 3 clusters Score -4226338 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4226426.000000 Penalty: 3393.876465
	Iteration 24Q: 3 clusters Score -4226426 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -4226480.000000 Penalty: 3393.876465
	Iteration 25Q: 3 clusters Score -4226480 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4226504.000000 Penalty: 3393.876465
	Iteration 26Q: 3 clusters Score -4226504 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -4226562.500000 Penalty: 3393.876465
	Iteration 27Q: 3 clusters Score -4226562 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -4226594.500000 Penalty: 3393.876465
	Iteration 28Q: 3 clusters Score -4226594 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -4226625.000000 Penalty: 3393.876465
	Iteration 29Q: 3 clusters Score -4226625 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -4226636.500000 Penalty: 3393.876465
	Iteration 30Q: 3 clusters Score -4226636 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -4226664.500000 Penalty: 3393.876465
	Iteration 31Q: 3 clusters Score -4226664 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4226683.000000 Penalty: 3393.876465
	Iteration 32Q: 3 clusters Score -4226683 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4226690.000000 Penalty: 3393.876465
	Iteration 33Q: 3 clusters Score -4226690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4226704.000000 Penalty: 3393.876465
	Iteration 34Q: 3 clusters Score -4226704 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4226717.500000 Penalty: 3393.876465
	Iteration 35Q: 3 clusters Score -4226718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4226742.000000 Penalty: 3393.876465
	Iteration 36Q: 3 clusters Score -4226742 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4226762.000000 Penalty: 3393.876465
	Iteration 37Q: 3 clusters Score -4226762 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -4226783.000000 Penalty: 3393.876465
	Iteration 38Q: 3 clusters Score -4226783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4226789.000000 Penalty: 3393.876465
	Iteration 39Q: 3 clusters Score -4226789 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32117 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4226800.500000 Penalty: 3393.876465
	Iteration 40F: 3 clusters Score -4226800 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -4226806.500000 Penalty: 3393.876465
	Iteration 41Q: 3 clusters Score -4226806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -4226829.500000 Penalty: 3393.876465
	Iteration 42Q: 3 clusters Score -4226830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4226838.500000 Penalty: 3393.876465
	Iteration 43Q: 3 clusters Score -4226838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4226844.500000 Penalty: 3393.876465
	Iteration 44Q: 3 clusters Score -4226844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -4226844.500000 Penalty: 3393.876465
	Iteration 45Q: 3 clusters Score -4226844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -4226851.000000 Penalty: 3393.876465
	Iteration 46Q: 3 clusters Score -4226851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4226859.500000 Penalty: 3393.876465
	Iteration 47Q: 3 clusters Score -4226860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -4226865.500000 Penalty: 3393.876465
	Iteration 48Q: 3 clusters Score -4226866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32432 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4226883.500000 Penalty: 3393.876465
	Iteration 49Q: 3 clusters Score -4226884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4226886.000000 Penalty: 3393.876465
	Iteration 50Q: 3 clusters Score -4226886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -4226894.000000 Penalty: 3393.876465
	Iteration 51Q: 3 clusters Score -4226894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4226897.000000 Penalty: 3393.876465
	Iteration 52Q: 3 clusters Score -4226897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4226903.500000 Penalty: 3393.876465
	Iteration 53Q: 3 clusters Score -4226904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4226905.500000 Penalty: 3393.876465
	Iteration 54Q: 3 clusters Score -4226906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4226919.500000 Penalty: 3393.876465
	Iteration 55Q: 3 clusters Score -4226920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4226932.500000 Penalty: 3393.876465
	Iteration 56Q: 3 clusters Score -4226932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4226944.000000 Penalty: 3393.876465
	Iteration 57Q: 3 clusters Score -4226944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -4226950.000000 Penalty: 3393.876465
	Iteration 58Q: 3 clusters Score -4226950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4226956.500000 Penalty: 3393.876465
	Iteration 59Q: 3 clusters Score -4226956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4226961.000000 Penalty: 3393.876465
	Iteration 60F: 3 clusters Score -4226961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4226971.500000 Penalty: 3393.876465
	Iteration 61Q: 3 clusters Score -4226972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -4226986.000000 Penalty: 3393.876465
	Iteration 62Q: 3 clusters Score -4226986 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4227004.000000 Penalty: 3393.876465
	Iteration 63Q: 3 clusters Score -4227004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -4227013.500000 Penalty: 3393.876465
	Iteration 64Q: 3 clusters Score -4227014 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -4227031.000000 Penalty: 3393.876465
	Iteration 65Q: 3 clusters Score -4227031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4227044.000000 Penalty: 3393.876465
	Iteration 66Q: 3 clusters Score -4227044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4227040.000000 Penalty: 3393.876465
	Iteration 67Q: 3 clusters Score -4227040 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4227047.000000 Penalty: 3393.876465
	Iteration 68Q: 3 clusters Score -4227047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33009 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4227055.000000 Penalty: 3393.876465
	Iteration 69Q: 3 clusters Score -4227055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4227055.500000 Penalty: 3393.876465
	Iteration 70Q: 3 clusters Score -4227056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33036 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -4227072.000000 Penalty: 3393.876465
	Iteration 71Q: 3 clusters Score -4227072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4227074.000000 Penalty: 3393.876465
	Iteration 72Q: 3 clusters Score -4227074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4227075.000000 Penalty: 3393.876465
	Iteration 73Q: 3 clusters Score -4227075 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4227089.500000 Penalty: 3393.876465
	Iteration 74Q: 3 clusters Score -4227090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4227098.000000 Penalty: 3393.876465
	Iteration 75Q: 3 clusters Score -4227098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -4227107.500000 Penalty: 3393.876465
	Iteration 76Q: 3 clusters Score -4227108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4227107.000000 Penalty: 3393.876465
	Iteration 77Q: 3 clusters Score -4227107 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4227112.500000 Penalty: 3393.876465
	Iteration 78Q: 3 clusters Score -4227112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4227122.500000 Penalty: 3393.876465
	Iteration 79Q: 3 clusters Score -4227122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4227129.500000 Penalty: 3393.876465
	Iteration 80F: 3 clusters Score -4227130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4227130.000000 Penalty: 3393.876465
	Iteration 81Q: 3 clusters Score -4227130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4227136.500000 Penalty: 3393.876465
	Iteration 82Q: 3 clusters Score -4227136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4227135.500000 Penalty: 3393.876465
	Iteration 83Q: 3 clusters Score -4227136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4227133.500000 Penalty: 3393.876465
	Iteration 84Q: 3 clusters Score -4227134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4227139.500000 Penalty: 3393.876465
	Iteration 85Q: 3 clusters Score -4227140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4227141.000000 Penalty: 3393.876465
	Iteration 86Q: 3 clusters Score -4227141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4227146.500000 Penalty: 3393.876465
	Iteration 87Q: 3 clusters Score -4227146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4227147.000000 Penalty: 3393.876465
	Iteration 88Q: 3 clusters Score -4227147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4227148.500000 Penalty: 3393.876465
	Iteration 89Q: 3 clusters Score -4227148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4227146.500000 Penalty: 3393.876465
	Iteration 90Q: 3 clusters Score -4227146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4227153.500000 Penalty: 3393.876465
	Iteration 91Q: 3 clusters Score -4227154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33269 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4227149.000000 Penalty: 3393.876465
	Iteration 92Q: 3 clusters Score -4227149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4227151.000000 Penalty: 3393.876465
	Iteration 93Q: 3 clusters Score -4227151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4227148.500000 Penalty: 3393.876465
	Iteration 94Q: 3 clusters Score -4227148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4227150.000000 Penalty: 3393.876465
	Iteration 95Q: 3 clusters Score -4227150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4227153.000000 Penalty: 3393.876465
	Iteration 96Q: 3 clusters Score -4227153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4227155.000000 Penalty: 3393.876465
	Iteration 97Q: 3 clusters Score -4227155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4227153.500000 Penalty: 3393.876465
	Iteration 98Q: 3 clusters Score -4227154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -4227158.500000 Penalty: 3393.876465
	Iteration 99Q: 3 clusters Score -4227158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -4227156.500000 Penalty: 3393.876465
	Iteration 100F: 3 clusters Score -4227156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -4227158.500000 Penalty: 3393.876465
	Iteration 101Q: 3 clusters Score -4227158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4227158.500000 Penalty: 3393.876465
	Iteration 102Q: 3 clusters Score -4227158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -4227159.500000 Penalty: 3393.876465
	Iteration 103Q: 3 clusters Score -4227160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4227158.000000 Penalty: 3393.876465
	Iteration 104Q: 3 clusters Score -4227158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4227160.500000 Penalty: 3393.876465
	Iteration 105Q: 3 clusters Score -4227160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4227160.500000 Penalty: 3393.876465
	Iteration 106F: 3 clusters Score -4227160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Entering Unmasked Estep 
Score: -3900922.000000 Penalty: 1682.699341
	Iteration 0F: 2 clusters Score -3900922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -3879685.000000 Penalty: 3365.398682
	Iteration 0F: 3 clusters Score -3879685 nChanged 14615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3887960.750000 Penalty: 3365.398682
	Iteration 1F: 3 clusters Score -3887961 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3888508.000000 Penalty: 3365.398682
	Iteration 2Q: 3 clusters Score -3888508 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3889127.750000 Penalty: 3365.398682
	Iteration 3Q: 3 clusters Score -3889128 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -3889751.750000 Penalty: 3365.398682
	Iteration 4Q: 3 clusters Score -3889752 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3890567.750000 Penalty: 3365.398682
	Iteration 5Q: 3 clusters Score -3890568 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -3891522.500000 Penalty: 3365.398682
	Iteration 6F: 3 clusters Score -3891522 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -3892730.500000 Penalty: 3365.398682
	Iteration 7F: 3 clusters Score -3892730 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3893883.250000 Penalty: 3365.398682
	Iteration 8F: 3 clusters Score -3893883 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3894750.250000 Penalty: 3365.398682
	Iteration 9Q: 3 clusters Score -3894750 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -3895267.500000 Penalty: 3365.398682
	Iteration 10Q: 3 clusters Score -3895268 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -3895639.250000 Penalty: 3365.398682
	Iteration 11Q: 3 clusters Score -3895639 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -3895897.250000 Penalty: 3365.398682
	Iteration 12Q: 3 clusters Score -3895897 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -3896090.500000 Penalty: 3365.398682
	Iteration 13Q: 3 clusters Score -3896090 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -3896306.500000 Penalty: 3365.398682
	Iteration 14Q: 3 clusters Score -3896306 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -3896518.500000 Penalty: 3365.398682
	Iteration 15Q: 3 clusters Score -3896518 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -3896711.000000 Penalty: 3365.398682
	Iteration 16Q: 3 clusters Score -3896711 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -3896913.750000 Penalty: 3365.398682
	Iteration 17Q: 3 clusters Score -3896914 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -3897075.750000 Penalty: 3365.398682
	Iteration 18Q: 3 clusters Score -3897076 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -3897210.500000 Penalty: 3365.398682
	Iteration 19Q: 3 clusters Score -3897210 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -3897380.250000 Penalty: 3365.398682
	Iteration 20F: 3 clusters Score -3897380 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -3897521.750000 Penalty: 3365.398682
	Iteration 21Q: 3 clusters Score -3897522 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3897668.500000 Penalty: 3365.398682
	Iteration 22Q: 3 clusters Score -3897668 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3897814.250000 Penalty: 3365.398682
	Iteration 23Q: 3 clusters Score -3897814 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3897954.000000 Penalty: 3365.398682
	Iteration 24Q: 3 clusters Score -3897954 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3898099.500000 Penalty: 3365.398682
	Iteration 25Q: 3 clusters Score -3898100 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3898257.750000 Penalty: 3365.398682
	Iteration 26Q: 3 clusters Score -3898258 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3898382.750000 Penalty: 3365.398682
	Iteration 27Q: 3 clusters Score -3898383 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3898505.250000 Penalty: 3365.398682
	Iteration 28Q: 3 clusters Score -3898505 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3898639.250000 Penalty: 3365.398682
	Iteration 29Q: 3 clusters Score -3898639 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3898753.500000 Penalty: 3365.398682
	Iteration 30Q: 3 clusters Score -3898754 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3898885.250000 Penalty: 3365.398682
	Iteration 31Q: 3 clusters Score -3898885 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -3898983.750000 Penalty: 3365.398682
	Iteration 32Q: 3 clusters Score -3898984 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3899028.500000 Penalty: 3365.398682
	Iteration 33Q: 3 clusters Score -3899028 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3899102.750000 Penalty: 3365.398682
	Iteration 34Q: 3 clusters Score -3899103 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3899150.750000 Penalty: 3365.398682
	Iteration 35Q: 3 clusters Score -3899151 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3899187.000000 Penalty: 3365.398682
	Iteration 36Q: 3 clusters Score -3899187 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3899204.000000 Penalty: 3365.398682
	Iteration 37Q: 3 clusters Score -3899204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3899235.500000 Penalty: 3365.398682
	Iteration 38Q: 3 clusters Score -3899236 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3899257.250000 Penalty: 3365.398682
	Iteration 39Q: 3 clusters Score -3899257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3899283.500000 Penalty: 3365.398682
	Iteration 40F: 3 clusters Score -3899284 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3899303.000000 Penalty: 3365.398682
	Iteration 41Q: 3 clusters Score -3899303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3899302.000000 Penalty: 3365.398682
	Iteration 42Q: 3 clusters Score -3899302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3899310.500000 Penalty: 3365.398682
	Iteration 43Q: 3 clusters Score -3899310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3899316.000000 Penalty: 3365.398682
	Iteration 44Q: 3 clusters Score -3899316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3899323.000000 Penalty: 3365.398682
	Iteration 45Q: 3 clusters Score -3899323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3899327.250000 Penalty: 3365.398682
	Iteration 46Q: 3 clusters Score -3899327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3899341.000000 Penalty: 3365.398682
	Iteration 47Q: 3 clusters Score -3899341 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3899350.750000 Penalty: 3365.398682
	Iteration 48Q: 3 clusters Score -3899351 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3899359.750000 Penalty: 3365.398682
	Iteration 49Q: 3 clusters Score -3899360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3899370.250000 Penalty: 3365.398682
	Iteration 50Q: 3 clusters Score -3899370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3899387.750000 Penalty: 3365.398682
	Iteration 51Q: 3 clusters Score -3899388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3899398.750000 Penalty: 3365.398682
	Iteration 52Q: 3 clusters Score -3899399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3899402.250000 Penalty: 3365.398682
	Iteration 53Q: 3 clusters Score -3899402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3899409.750000 Penalty: 3365.398682
	Iteration 54Q: 3 clusters Score -3899410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3899420.250000 Penalty: 3365.398682
	Iteration 55Q: 3 clusters Score -3899420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3899424.000000 Penalty: 3365.398682
	Iteration 56Q: 3 clusters Score -3899424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3899434.250000 Penalty: 3365.398682
	Iteration 57Q: 3 clusters Score -3899434 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3899437.000000 Penalty: 3365.398682
	Iteration 58Q: 3 clusters Score -3899437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3899443.500000 Penalty: 3365.398682
	Iteration 59Q: 3 clusters Score -3899444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3899445.500000 Penalty: 3365.398682
	Iteration 60F: 3 clusters Score -3899446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3899458.000000 Penalty: 3365.398682
	Iteration 61Q: 3 clusters Score -3899458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3899470.250000 Penalty: 3365.398682
	Iteration 62Q: 3 clusters Score -3899470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3899473.500000 Penalty: 3365.398682
	Iteration 63Q: 3 clusters Score -3899474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -3899478.000000 Penalty: 3365.398682
	Iteration 64Q: 3 clusters Score -3899478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3899481.500000 Penalty: 3365.398682
	Iteration 65Q: 3 clusters Score -3899482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3899482.500000 Penalty: 3365.398682
	Iteration 66Q: 3 clusters Score -3899482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3899488.000000 Penalty: 3365.398682
	Iteration 67Q: 3 clusters Score -3899488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3899485.500000 Penalty: 3365.398682
	Iteration 68Q: 3 clusters Score -3899486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3899487.000000 Penalty: 3365.398682
	Iteration 69Q: 3 clusters Score -3899487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3899485.250000 Penalty: 3365.398682
	Iteration 70Q: 3 clusters Score -3899485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3899487.000000 Penalty: 3365.398682
	Iteration 71Q: 3 clusters Score -3899487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3899486.750000 Penalty: 3365.398682
	Iteration 72Q: 3 clusters Score -3899487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3899489.000000 Penalty: 3365.398682
	Iteration 73Q: 3 clusters Score -3899489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3899489.000000 Penalty: 3365.398682
	Iteration 74F: 3 clusters Score -3899489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Entering Unmasked Estep 
Score: -984324.375000 Penalty: 1461.673950
	Iteration 0F: 2 clusters Score -984324.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -978434.500000 Penalty: 2923.347900
	Iteration 0F: 3 clusters Score -978434.5 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -980243.250000 Penalty: 2923.347900
	Iteration 1F: 3 clusters Score -980243.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -980435.625000 Penalty: 2923.347900
	Iteration 2F: 3 clusters Score -980435.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -980571.750000 Penalty: 2923.347900
	Iteration 3Q: 3 clusters Score -980571.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -980657.687500 Penalty: 2923.347900
	Iteration 4Q: 3 clusters Score -980657.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -980737.750000 Penalty: 2923.347900
	Iteration 5Q: 3 clusters Score -980737.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -980828.375000 Penalty: 2923.347900
	Iteration 6Q: 3 clusters Score -980828.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -980959.937500 Penalty: 2923.347900
	Iteration 7Q: 3 clusters Score -980959.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -981105.312500 Penalty: 2923.347900
	Iteration 8Q: 3 clusters Score -981105.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -981314.437500 Penalty: 2923.347900
	Iteration 9Q: 3 clusters Score -981314.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -981574.625000 Penalty: 2923.347900
	Iteration 10Q: 3 clusters Score -981574.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -981860.125000 Penalty: 2923.347900
	Iteration 11F: 3 clusters Score -981860.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -982085.437500 Penalty: 2923.347900
	Iteration 12F: 3 clusters Score -982085.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -982268.500000 Penalty: 2923.347900
	Iteration 13Q: 3 clusters Score -982268.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -982433.187500 Penalty: 2923.347900
	Iteration 14Q: 3 clusters Score -982433.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -982571.562500 Penalty: 2923.347900
	Iteration 15Q: 3 clusters Score -982571.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -982719.750000 Penalty: 2923.347900
	Iteration 16Q: 3 clusters Score -982719.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -982868.375000 Penalty: 2923.347900
	Iteration 17Q: 3 clusters Score -982868.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -982997.812500 Penalty: 2923.347900
	Iteration 18Q: 3 clusters Score -982997.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -983104.937500 Penalty: 2923.347900
	Iteration 19Q: 3 clusters Score -983104.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -983185.250000 Penalty: 2923.347900
	Iteration 20F: 3 clusters Score -983185.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -983257.750000 Penalty: 2923.347900
	Iteration 21Q: 3 clusters Score -983257.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -983294.062500 Penalty: 2923.347900
	Iteration 22Q: 3 clusters Score -983294.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -983315.750000 Penalty: 2923.347900
	Iteration 23Q: 3 clusters Score -983315.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -983330.125000 Penalty: 2923.347900
	Iteration 24Q: 3 clusters Score -983330.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -983340.812500 Penalty: 2923.347900
	Iteration 25Q: 3 clusters Score -983340.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -983349.375000 Penalty: 2923.347900
	Iteration 26Q: 3 clusters Score -983349.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -983362.750000 Penalty: 2923.347900
	Iteration 27Q: 3 clusters Score -983362.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -983377.375000 Penalty: 2923.347900
	Iteration 28Q: 3 clusters Score -983377.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -983387.375000 Penalty: 2923.347900
	Iteration 29Q: 3 clusters Score -983387.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -983393.437500 Penalty: 2923.347900
	Iteration 30Q: 3 clusters Score -983393.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -983396.937500 Penalty: 2923.347900
	Iteration 31Q: 3 clusters Score -983396.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -983402.125000 Penalty: 2923.347900
	Iteration 32Q: 3 clusters Score -983402.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -983407.312500 Penalty: 2923.347900
	Iteration 33Q: 3 clusters Score -983407.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -983414.437500 Penalty: 2923.347900
	Iteration 34Q: 3 clusters Score -983414.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -983423.000000 Penalty: 2923.347900
	Iteration 35Q: 3 clusters Score -983423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -983430.187500 Penalty: 2923.347900
	Iteration 36Q: 3 clusters Score -983430.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -983436.062500 Penalty: 2923.347900
	Iteration 37Q: 3 clusters Score -983436.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -983437.875000 Penalty: 2923.347900
	Iteration 38Q: 3 clusters Score -983437.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -983441.500000 Penalty: 2923.347900
	Iteration 39Q: 3 clusters Score -983441.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -983442.687500 Penalty: 2923.347900
	Iteration 40F: 3 clusters Score -983442.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -983443.937500 Penalty: 2923.347900
	Iteration 41Q: 3 clusters Score -983443.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -983447.625000 Penalty: 2923.347900
	Iteration 42Q: 3 clusters Score -983447.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -983449.125000 Penalty: 2923.347900
	Iteration 43Q: 3 clusters Score -983449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -983449.750000 Penalty: 2923.347900
	Iteration 44Q: 3 clusters Score -983449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -983449.687500 Penalty: 2923.347900
	Iteration 45Q: 3 clusters Score -983449.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -983452.000000 Penalty: 2923.347900
	Iteration 46Q: 3 clusters Score -983452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -983452.750000 Penalty: 2923.347900
	Iteration 47Q: 3 clusters Score -983452.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -983452.625000 Penalty: 2923.347900
	Iteration 48Q: 3 clusters Score -983452.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -983453.875000 Penalty: 2923.347900
	Iteration 49Q: 3 clusters Score -983453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -983454.125000 Penalty: 2923.347900
	Iteration 50Q: 3 clusters Score -983454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -983455.375000 Penalty: 2923.347900
	Iteration 51Q: 3 clusters Score -983455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -983455.187500 Penalty: 2923.347900
	Iteration 52Q: 3 clusters Score -983455.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -983456.625000 Penalty: 2923.347900
	Iteration 53Q: 3 clusters Score -983456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -983454.875000 Penalty: 2923.347900
	Iteration 54Q: 3 clusters Score -983454.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -983454.250000 Penalty: 2923.347900
	Iteration 55Q: 3 clusters Score -983454.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -983454.250000 Penalty: 2923.347900
	Iteration 56F: 3 clusters Score -983454.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Entering Unmasked Estep 
Score: -206502.296875 Penalty: 1209.023804
	Iteration 0F: 2 clusters Score -206502.3 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 862 members 
Entering Unmasked Estep 
Score: -204577.531250 Penalty: 2418.047607
	Iteration 0F: 3 clusters Score -204577.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -204955.078125 Penalty: 2418.047607
	Iteration 1F: 3 clusters Score -204955.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -205070.750000 Penalty: 2418.047607
	Iteration 2F: 3 clusters Score -205070.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -205153.500000 Penalty: 2418.047607
	Iteration 3F: 3 clusters Score -205153.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -205213.890625 Penalty: 2418.047607
	Iteration 4Q: 3 clusters Score -205213.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -205255.015625 Penalty: 2418.047607
	Iteration 5Q: 3 clusters Score -205255 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -205288.890625 Penalty: 2418.047607
	Iteration 6Q: 3 clusters Score -205288.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -205310.093750 Penalty: 2418.047607
	Iteration 7Q: 3 clusters Score -205310.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -205321.640625 Penalty: 2418.047607
	Iteration 8Q: 3 clusters Score -205321.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -205328.203125 Penalty: 2418.047607
	Iteration 9Q: 3 clusters Score -205328.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -205334.203125 Penalty: 2418.047607
	Iteration 10Q: 3 clusters Score -205334.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -205340.609375 Penalty: 2418.047607
	Iteration 11Q: 3 clusters Score -205340.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -205347.046875 Penalty: 2418.047607
	Iteration 12Q: 3 clusters Score -205347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -205350.812500 Penalty: 2418.047607
	Iteration 13Q: 3 clusters Score -205350.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -205352.859375 Penalty: 2418.047607
	Iteration 14Q: 3 clusters Score -205352.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -205356.500000 Penalty: 2418.047607
	Iteration 15Q: 3 clusters Score -205356.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -205360.546875 Penalty: 2418.047607
	Iteration 16Q: 3 clusters Score -205360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -205361.312500 Penalty: 2418.047607
	Iteration 17Q: 3 clusters Score -205361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -205361.828125 Penalty: 2418.047607
	Iteration 18Q: 3 clusters Score -205361.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -205363.296875 Penalty: 2418.047607
	Iteration 19Q: 3 clusters Score -205363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -205365.156250 Penalty: 2418.047607
	Iteration 20F: 3 clusters Score -205365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -205366.078125 Penalty: 2418.047607
	Iteration 21Q: 3 clusters Score -205366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -205367.125000 Penalty: 2418.047607
	Iteration 22Q: 3 clusters Score -205367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -205369.343750 Penalty: 2418.047607
	Iteration 23Q: 3 clusters Score -205369.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -205371.671875 Penalty: 2418.047607
	Iteration 24Q: 3 clusters Score -205371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -205373.453125 Penalty: 2418.047607
	Iteration 25Q: 3 clusters Score -205373.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -205374.281250 Penalty: 2418.047607
	Iteration 26Q: 3 clusters Score -205374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -205374.656250 Penalty: 2418.047607
	Iteration 27Q: 3 clusters Score -205374.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -205374.656250 Penalty: 2418.047607
	Iteration 28F: 3 clusters Score -205374.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Entering Unmasked Estep 
Score: -766089.250000 Penalty: 1418.000366
	Iteration 0F: 2 clusters Score -766089.2 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 3088 members 
Entering Unmasked Estep 
Score: -761385.812500 Penalty: 2836.000732
	Iteration 0F: 3 clusters Score -761385.8 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -762703.500000 Penalty: 2836.000732
	Iteration 1F: 3 clusters Score -762703.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -762911.625000 Penalty: 2836.000732
	Iteration 2F: 3 clusters Score -762911.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -763072.500000 Penalty: 2836.000732
	Iteration 3F: 3 clusters Score -763072.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -763201.062500 Penalty: 2836.000732
	Iteration 4Q: 3 clusters Score -763201.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -763323.437500 Penalty: 2836.000732
	Iteration 5Q: 3 clusters Score -763323.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -763430.812500 Penalty: 2836.000732
	Iteration 6Q: 3 clusters Score -763430.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -763519.937500 Penalty: 2836.000732
	Iteration 7Q: 3 clusters Score -763519.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -763604.062500 Penalty: 2836.000732
	Iteration 8Q: 3 clusters Score -763604.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -763688.500000 Penalty: 2836.000732
	Iteration 9Q: 3 clusters Score -763688.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -763776.625000 Penalty: 2836.000732
	Iteration 10Q: 3 clusters Score -763776.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -763880.625000 Penalty: 2836.000732
	Iteration 11Q: 3 clusters Score -763880.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -764002.375000 Penalty: 2836.000732
	Iteration 12Q: 3 clusters Score -764002.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -764110.687500 Penalty: 2836.000732
	Iteration 13Q: 3 clusters Score -764110.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -764186.437500 Penalty: 2836.000732
	Iteration 14Q: 3 clusters Score -764186.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -764241.562500 Penalty: 2836.000732
	Iteration 15Q: 3 clusters Score -764241.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -764277.375000 Penalty: 2836.000732
	Iteration 16Q: 3 clusters Score -764277.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -764305.562500 Penalty: 2836.000732
	Iteration 17Q: 3 clusters Score -764305.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -764319.625000 Penalty: 2836.000732
	Iteration 18Q: 3 clusters Score -764319.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -764331.812500 Penalty: 2836.000732
	Iteration 19Q: 3 clusters Score -764331.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -764341.875000 Penalty: 2836.000732
	Iteration 20F: 3 clusters Score -764341.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -764352.812500 Penalty: 2836.000732
	Iteration 21Q: 3 clusters Score -764352.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -764362.312500 Penalty: 2836.000732
	Iteration 22Q: 3 clusters Score -764362.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -764372.875000 Penalty: 2836.000732
	Iteration 23Q: 3 clusters Score -764372.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -764384.687500 Penalty: 2836.000732
	Iteration 24Q: 3 clusters Score -764384.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -764394.500000 Penalty: 2836.000732
	Iteration 25Q: 3 clusters Score -764394.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -764402.437500 Penalty: 2836.000732
	Iteration 26Q: 3 clusters Score -764402.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -764408.062500 Penalty: 2836.000732
	Iteration 27Q: 3 clusters Score -764408.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -764414.187500 Penalty: 2836.000732
	Iteration 28Q: 3 clusters Score -764414.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -764423.312500 Penalty: 2836.000732
	Iteration 29Q: 3 clusters Score -764423.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -764429.625000 Penalty: 2836.000732
	Iteration 30Q: 3 clusters Score -764429.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -764435.687500 Penalty: 2836.000732
	Iteration 31Q: 3 clusters Score -764435.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -764442.687500 Penalty: 2836.000732
	Iteration 32Q: 3 clusters Score -764442.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -764449.437500 Penalty: 2836.000732
	Iteration 33Q: 3 clusters Score -764449.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -764456.437500 Penalty: 2836.000732
	Iteration 34Q: 3 clusters Score -764456.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -764464.500000 Penalty: 2836.000732
	Iteration 35Q: 3 clusters Score -764464.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -764473.500000 Penalty: 2836.000732
	Iteration 36Q: 3 clusters Score -764473.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -764485.187500 Penalty: 2836.000732
	Iteration 37Q: 3 clusters Score -764485.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -764496.062500 Penalty: 2836.000732
	Iteration 38Q: 3 clusters Score -764496.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -764504.625000 Penalty: 2836.000732
	Iteration 39Q: 3 clusters Score -764504.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -764518.812500 Penalty: 2836.000732
	Iteration 40F: 3 clusters Score -764518.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -764527.000000 Penalty: 2836.000732
	Iteration 41Q: 3 clusters Score -764527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -764534.062500 Penalty: 2836.000732
	Iteration 42Q: 3 clusters Score -764534.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -764541.375000 Penalty: 2836.000732
	Iteration 43Q: 3 clusters Score -764541.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -764550.937500 Penalty: 2836.000732
	Iteration 44Q: 3 clusters Score -764550.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -764561.750000 Penalty: 2836.000732
	Iteration 45Q: 3 clusters Score -764561.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -764573.062500 Penalty: 2836.000732
	Iteration 46Q: 3 clusters Score -764573.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -764581.625000 Penalty: 2836.000732
	Iteration 47Q: 3 clusters Score -764581.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -764597.000000 Penalty: 2836.000732
	Iteration 48Q: 3 clusters Score -764597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -764612.437500 Penalty: 2836.000732
	Iteration 49Q: 3 clusters Score -764612.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -764625.125000 Penalty: 2836.000732
	Iteration 50Q: 3 clusters Score -764625.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -764642.500000 Penalty: 2836.000732
	Iteration 51Q: 3 clusters Score -764642.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -764667.812500 Penalty: 2836.000732
	Iteration 52Q: 3 clusters Score -764667.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -764697.500000 Penalty: 2836.000732
	Iteration 53Q: 3 clusters Score -764697.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -764721.500000 Penalty: 2836.000732
	Iteration 54Q: 3 clusters Score -764721.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -764744.937500 Penalty: 2836.000732
	Iteration 55Q: 3 clusters Score -764744.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -764767.062500 Penalty: 2836.000732
	Iteration 56Q: 3 clusters Score -764767.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -764787.875000 Penalty: 2836.000732
	Iteration 57Q: 3 clusters Score -764787.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -764812.500000 Penalty: 2836.000732
	Iteration 58Q: 3 clusters Score -764812.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -764827.562500 Penalty: 2836.000732
	Iteration 59Q: 3 clusters Score -764827.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -764838.125000 Penalty: 2836.000732
	Iteration 60F: 3 clusters Score -764838.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -764849.125000 Penalty: 2836.000732
	Iteration 61Q: 3 clusters Score -764849.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -764857.062500 Penalty: 2836.000732
	Iteration 62Q: 3 clusters Score -764857.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -764863.750000 Penalty: 2836.000732
	Iteration 63Q: 3 clusters Score -764863.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -764875.437500 Penalty: 2836.000732
	Iteration 64Q: 3 clusters Score -764875.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -764884.500000 Penalty: 2836.000732
	Iteration 65Q: 3 clusters Score -764884.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -764893.125000 Penalty: 2836.000732
	Iteration 66Q: 3 clusters Score -764893.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -764902.687500 Penalty: 2836.000732
	Iteration 67Q: 3 clusters Score -764902.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -764914.312500 Penalty: 2836.000732
	Iteration 68Q: 3 clusters Score -764914.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -764918.125000 Penalty: 2836.000732
	Iteration 69Q: 3 clusters Score -764918.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -764921.687500 Penalty: 2836.000732
	Iteration 70Q: 3 clusters Score -764921.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -764923.687500 Penalty: 2836.000732
	Iteration 71Q: 3 clusters Score -764923.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -764926.375000 Penalty: 2836.000732
	Iteration 72Q: 3 clusters Score -764926.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -764931.562500 Penalty: 2836.000732
	Iteration 73Q: 3 clusters Score -764931.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -764935.750000 Penalty: 2836.000732
	Iteration 74Q: 3 clusters Score -764935.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -764940.937500 Penalty: 2836.000732
	Iteration 75Q: 3 clusters Score -764940.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -764950.937500 Penalty: 2836.000732
	Iteration 76Q: 3 clusters Score -764950.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -764962.562500 Penalty: 2836.000732
	Iteration 77Q: 3 clusters Score -764962.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -764979.125000 Penalty: 2836.000732
	Iteration 78Q: 3 clusters Score -764979.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -764987.625000 Penalty: 2836.000732
	Iteration 79Q: 3 clusters Score -764987.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -764996.437500 Penalty: 2836.000732
	Iteration 80F: 3 clusters Score -764996.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -764999.812500 Penalty: 2836.000732
	Iteration 81Q: 3 clusters Score -764999.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -765006.375000 Penalty: 2836.000732
	Iteration 82Q: 3 clusters Score -765006.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -765013.687500 Penalty: 2836.000732
	Iteration 83Q: 3 clusters Score -765013.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -765020.875000 Penalty: 2836.000732
	Iteration 84Q: 3 clusters Score -765020.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -765023.750000 Penalty: 2836.000732
	Iteration 85Q: 3 clusters Score -765023.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -765024.250000 Penalty: 2836.000732
	Iteration 86Q: 3 clusters Score -765024.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -765024.562500 Penalty: 2836.000732
	Iteration 87Q: 3 clusters Score -765024.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -765024.750000 Penalty: 2836.000732
	Iteration 88Q: 3 clusters Score -765024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -765025.875000 Penalty: 2836.000732
	Iteration 89Q: 3 clusters Score -765025.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -765025.875000 Penalty: 2836.000732
	Iteration 90Q: 3 clusters Score -765025.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -765025.875000 Penalty: 2836.000732
	Iteration 91F: 3 clusters Score -765025.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Entering Unmasked Estep 
Score: -167016.734375 Penalty: 1174.613159
	Iteration 0F: 2 clusters Score -167016.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -165339.375000 Penalty: 2349.226318
	Iteration 0F: 3 clusters Score -165339.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -165629.500000 Penalty: 2349.226318
	Iteration 1F: 3 clusters Score -165629.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -165715.218750 Penalty: 2349.226318
	Iteration 2F: 3 clusters Score -165715.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -165755.671875 Penalty: 2349.226318
	Iteration 3Q: 3 clusters Score -165755.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -165767.984375 Penalty: 2349.226318
	Iteration 4Q: 3 clusters Score -165768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -165784.859375 Penalty: 2349.226318
	Iteration 5Q: 3 clusters Score -165784.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -165798.234375 Penalty: 2349.226318
	Iteration 6Q: 3 clusters Score -165798.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -165812.796875 Penalty: 2349.226318
	Iteration 7Q: 3 clusters Score -165812.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -165821.312500 Penalty: 2349.226318
	Iteration 8Q: 3 clusters Score -165821.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -165830.453125 Penalty: 2349.226318
	Iteration 9Q: 3 clusters Score -165830.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -165840.125000 Penalty: 2349.226318
	Iteration 10Q: 3 clusters Score -165840.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -165847.578125 Penalty: 2349.226318
	Iteration 11Q: 3 clusters Score -165847.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -165855.671875 Penalty: 2349.226318
	Iteration 12Q: 3 clusters Score -165855.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -165861.640625 Penalty: 2349.226318
	Iteration 13Q: 3 clusters Score -165861.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -165864.171875 Penalty: 2349.226318
	Iteration 14Q: 3 clusters Score -165864.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -165868.578125 Penalty: 2349.226318
	Iteration 15Q: 3 clusters Score -165868.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -165869.656250 Penalty: 2349.226318
	Iteration 16Q: 3 clusters Score -165869.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -165871.468750 Penalty: 2349.226318
	Iteration 17Q: 3 clusters Score -165871.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -165874.093750 Penalty: 2349.226318
	Iteration 18Q: 3 clusters Score -165874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -165875.187500 Penalty: 2349.226318
	Iteration 19Q: 3 clusters Score -165875.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -165875.187500 Penalty: 2349.226318
	Iteration 20F: 3 clusters Score -165875.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -150950.578125 Penalty: 1161.861450
	Iteration 0F: 2 clusters Score -150950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -149349.671875 Penalty: 2323.722900
	Iteration 0F: 3 clusters Score -149349.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -149711.375000 Penalty: 2323.722900
	Iteration 1F: 3 clusters Score -149711.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -149858.046875 Penalty: 2323.722900
	Iteration 2F: 3 clusters Score -149858 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -149971.703125 Penalty: 2323.722900
	Iteration 3F: 3 clusters Score -149971.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -150062.218750 Penalty: 2323.722900
	Iteration 4Q: 3 clusters Score -150062.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -150139.125000 Penalty: 2323.722900
	Iteration 5Q: 3 clusters Score -150139.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -150218.531250 Penalty: 2323.722900
	Iteration 6Q: 3 clusters Score -150218.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -150278.843750 Penalty: 2323.722900
	Iteration 7Q: 3 clusters Score -150278.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -150309.671875 Penalty: 2323.722900
	Iteration 8Q: 3 clusters Score -150309.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -150329.343750 Penalty: 2323.722900
	Iteration 9Q: 3 clusters Score -150329.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -150336.968750 Penalty: 2323.722900
	Iteration 10Q: 3 clusters Score -150337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -150347.562500 Penalty: 2323.722900
	Iteration 11Q: 3 clusters Score -150347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -150348.906250 Penalty: 2323.722900
	Iteration 12Q: 3 clusters Score -150348.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -150349.625000 Penalty: 2323.722900
	Iteration 13Q: 3 clusters Score -150349.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -150350.156250 Penalty: 2323.722900
	Iteration 14Q: 3 clusters Score -150350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -150351.312500 Penalty: 2323.722900
	Iteration 15Q: 3 clusters Score -150351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -150351.734375 Penalty: 2323.722900
	Iteration 16Q: 3 clusters Score -150351.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -150352.328125 Penalty: 2323.722900
	Iteration 17Q: 3 clusters Score -150352.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -150353.312500 Penalty: 2323.722900
	Iteration 18Q: 3 clusters Score -150353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -150356.531250 Penalty: 2323.722900
	Iteration 19Q: 3 clusters Score -150356.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -150356.531250 Penalty: 2323.722900
	Iteration 20F: 3 clusters Score -150356.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Entering Unmasked Estep 
Score: -1389269.625000 Penalty: 1515.241211
	Iteration 0F: 2 clusters Score -1389270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1381324.625000 Penalty: 3030.482422
	Iteration 0F: 3 clusters Score -1381325 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1384007.750000 Penalty: 3030.482422
	Iteration 1F: 3 clusters Score -1384008 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1384298.750000 Penalty: 3030.482422
	Iteration 2F: 3 clusters Score -1384299 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1384505.125000 Penalty: 3030.482422
	Iteration 3Q: 3 clusters Score -1384505 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1384695.875000 Penalty: 3030.482422
	Iteration 4Q: 3 clusters Score -1384696 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1384878.500000 Penalty: 3030.482422
	Iteration 5Q: 3 clusters Score -1384878 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1385067.125000 Penalty: 3030.482422
	Iteration 6Q: 3 clusters Score -1385067 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1385244.250000 Penalty: 3030.482422
	Iteration 7Q: 3 clusters Score -1385244 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1385405.250000 Penalty: 3030.482422
	Iteration 8Q: 3 clusters Score -1385405 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1385585.750000 Penalty: 3030.482422
	Iteration 9Q: 3 clusters Score -1385586 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1385765.250000 Penalty: 3030.482422
	Iteration 10Q: 3 clusters Score -1385765 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1385940.000000 Penalty: 3030.482422
	Iteration 11Q: 3 clusters Score -1385940 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1386103.625000 Penalty: 3030.482422
	Iteration 12Q: 3 clusters Score -1386104 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1386253.500000 Penalty: 3030.482422
	Iteration 13Q: 3 clusters Score -1386254 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1386402.125000 Penalty: 3030.482422
	Iteration 14Q: 3 clusters Score -1386402 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1386525.375000 Penalty: 3030.482422
	Iteration 15Q: 3 clusters Score -1386525 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1386610.125000 Penalty: 3030.482422
	Iteration 16Q: 3 clusters Score -1386610 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1386678.000000 Penalty: 3030.482422
	Iteration 17Q: 3 clusters Score -1386678 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1386731.250000 Penalty: 3030.482422
	Iteration 18Q: 3 clusters Score -1386731 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1386776.625000 Penalty: 3030.482422
	Iteration 19Q: 3 clusters Score -1386777 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1386825.375000 Penalty: 3030.482422
	Iteration 20F: 3 clusters Score -1386825 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1386874.500000 Penalty: 3030.482422
	Iteration 21Q: 3 clusters Score -1386874 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1386922.875000 Penalty: 3030.482422
	Iteration 22Q: 3 clusters Score -1386923 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1386977.375000 Penalty: 3030.482422
	Iteration 23Q: 3 clusters Score -1386977 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1387037.000000 Penalty: 3030.482422
	Iteration 24Q: 3 clusters Score -1387037 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1387083.500000 Penalty: 3030.482422
	Iteration 25Q: 3 clusters Score -1387084 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1387123.250000 Penalty: 3030.482422
	Iteration 26Q: 3 clusters Score -1387123 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1387159.625000 Penalty: 3030.482422
	Iteration 27Q: 3 clusters Score -1387160 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1387206.750000 Penalty: 3030.482422
	Iteration 28Q: 3 clusters Score -1387207 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1387263.000000 Penalty: 3030.482422
	Iteration 29Q: 3 clusters Score -1387263 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1387307.375000 Penalty: 3030.482422
	Iteration 30Q: 3 clusters Score -1387307 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1387339.875000 Penalty: 3030.482422
	Iteration 31Q: 3 clusters Score -1387340 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1387365.500000 Penalty: 3030.482422
	Iteration 32Q: 3 clusters Score -1387366 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1387400.625000 Penalty: 3030.482422
	Iteration 33Q: 3 clusters Score -1387401 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1387431.875000 Penalty: 3030.482422
	Iteration 34Q: 3 clusters Score -1387432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1387462.875000 Penalty: 3030.482422
	Iteration 35Q: 3 clusters Score -1387463 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1387493.125000 Penalty: 3030.482422
	Iteration 36Q: 3 clusters Score -1387493 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1387528.625000 Penalty: 3030.482422
	Iteration 37Q: 3 clusters Score -1387529 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1387550.125000 Penalty: 3030.482422
	Iteration 38Q: 3 clusters Score -1387550 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1387578.375000 Penalty: 3030.482422
	Iteration 39Q: 3 clusters Score -1387578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1387603.000000 Penalty: 3030.482422
	Iteration 40F: 3 clusters Score -1387603 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1387621.625000 Penalty: 3030.482422
	Iteration 41Q: 3 clusters Score -1387622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1387636.375000 Penalty: 3030.482422
	Iteration 42Q: 3 clusters Score -1387636 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1387654.500000 Penalty: 3030.482422
	Iteration 43Q: 3 clusters Score -1387654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1387678.000000 Penalty: 3030.482422
	Iteration 44Q: 3 clusters Score -1387678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1387692.625000 Penalty: 3030.482422
	Iteration 45Q: 3 clusters Score -1387693 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1387699.125000 Penalty: 3030.482422
	Iteration 46Q: 3 clusters Score -1387699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1387703.250000 Penalty: 3030.482422
	Iteration 47Q: 3 clusters Score -1387703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1387708.750000 Penalty: 3030.482422
	Iteration 48Q: 3 clusters Score -1387709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1387714.000000 Penalty: 3030.482422
	Iteration 49Q: 3 clusters Score -1387714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1387723.125000 Penalty: 3030.482422
	Iteration 50Q: 3 clusters Score -1387723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1387726.125000 Penalty: 3030.482422
	Iteration 51Q: 3 clusters Score -1387726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1387730.000000 Penalty: 3030.482422
	Iteration 52Q: 3 clusters Score -1387730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1387733.875000 Penalty: 3030.482422
	Iteration 53Q: 3 clusters Score -1387734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1387734.625000 Penalty: 3030.482422
	Iteration 54Q: 3 clusters Score -1387735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1387738.250000 Penalty: 3030.482422
	Iteration 55Q: 3 clusters Score -1387738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1387739.875000 Penalty: 3030.482422
	Iteration 56Q: 3 clusters Score -1387740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1387745.375000 Penalty: 3030.482422
	Iteration 57Q: 3 clusters Score -1387745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1387750.500000 Penalty: 3030.482422
	Iteration 58Q: 3 clusters Score -1387750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1387754.875000 Penalty: 3030.482422
	Iteration 59Q: 3 clusters Score -1387755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1387758.250000 Penalty: 3030.482422
	Iteration 60F: 3 clusters Score -1387758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1387762.750000 Penalty: 3030.482422
	Iteration 61Q: 3 clusters Score -1387763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1387768.125000 Penalty: 3030.482422
	Iteration 62Q: 3 clusters Score -1387768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1387768.500000 Penalty: 3030.482422
	Iteration 63Q: 3 clusters Score -1387768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1387766.500000 Penalty: 3030.482422
	Iteration 64Q: 3 clusters Score -1387766 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1387775.125000 Penalty: 3030.482422
	Iteration 65Q: 3 clusters Score -1387775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1387778.125000 Penalty: 3030.482422
	Iteration 66Q: 3 clusters Score -1387778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1387784.000000 Penalty: 3030.482422
	Iteration 67Q: 3 clusters Score -1387784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1387784.000000 Penalty: 3030.482422
	Iteration 68Q: 3 clusters Score -1387784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1387786.250000 Penalty: 3030.482422
	Iteration 69Q: 3 clusters Score -1387786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1387792.750000 Penalty: 3030.482422
	Iteration 70Q: 3 clusters Score -1387793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1387795.625000 Penalty: 3030.482422
	Iteration 71Q: 3 clusters Score -1387796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1387794.625000 Penalty: 3030.482422
	Iteration 72Q: 3 clusters Score -1387795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1387793.375000 Penalty: 3030.482422
	Iteration 73Q: 3 clusters Score -1387793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1387793.875000 Penalty: 3030.482422
	Iteration 74Q: 3 clusters Score -1387794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1387796.375000 Penalty: 3030.482422
	Iteration 75Q: 3 clusters Score -1387796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1387803.125000 Penalty: 3030.482422
	Iteration 76Q: 3 clusters Score -1387803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1387808.625000 Penalty: 3030.482422
	Iteration 77Q: 3 clusters Score -1387809 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1387812.750000 Penalty: 3030.482422
	Iteration 78Q: 3 clusters Score -1387813 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1387820.125000 Penalty: 3030.482422
	Iteration 79Q: 3 clusters Score -1387820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1387826.250000 Penalty: 3030.482422
	Iteration 80F: 3 clusters Score -1387826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1387829.625000 Penalty: 3030.482422
	Iteration 81Q: 3 clusters Score -1387830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1387830.875000 Penalty: 3030.482422
	Iteration 82Q: 3 clusters Score -1387831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1387830.875000 Penalty: 3030.482422
	Iteration 83Q: 3 clusters Score -1387831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1387831.750000 Penalty: 3030.482422
	Iteration 84Q: 3 clusters Score -1387832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1387834.875000 Penalty: 3030.482422
	Iteration 85Q: 3 clusters Score -1387835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1387839.000000 Penalty: 3030.482422
	Iteration 86Q: 3 clusters Score -1387839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1387840.125000 Penalty: 3030.482422
	Iteration 87Q: 3 clusters Score -1387840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1387843.625000 Penalty: 3030.482422
	Iteration 88Q: 3 clusters Score -1387844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1387844.375000 Penalty: 3030.482422
	Iteration 89Q: 3 clusters Score -1387844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1387844.750000 Penalty: 3030.482422
	Iteration 90Q: 3 clusters Score -1387845 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1387843.500000 Penalty: 3030.482422
	Iteration 91Q: 3 clusters Score -1387844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1387844.250000 Penalty: 3030.482422
	Iteration 92Q: 3 clusters Score -1387844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1387845.125000 Penalty: 3030.482422
	Iteration 93Q: 3 clusters Score -1387845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1387846.750000 Penalty: 3030.482422
	Iteration 94Q: 3 clusters Score -1387847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1387846.500000 Penalty: 3030.482422
	Iteration 95Q: 3 clusters Score -1387846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1387847.500000 Penalty: 3030.482422
	Iteration 96Q: 3 clusters Score -1387848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1387852.250000 Penalty: 3030.482422
	Iteration 97Q: 3 clusters Score -1387852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1387852.250000 Penalty: 3030.482422
	Iteration 98Q: 3 clusters Score -1387852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1387857.250000 Penalty: 3030.482422
	Iteration 99Q: 3 clusters Score -1387857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1387861.375000 Penalty: 3030.482422
	Iteration 100F: 3 clusters Score -1387861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1387864.125000 Penalty: 3030.482422
	Iteration 101Q: 3 clusters Score -1387864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1387866.500000 Penalty: 3030.482422
	Iteration 102Q: 3 clusters Score -1387866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1387866.500000 Penalty: 3030.482422
	Iteration 103Q: 3 clusters Score -1387866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1387868.000000 Penalty: 3030.482422
	Iteration 104Q: 3 clusters Score -1387868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1387873.375000 Penalty: 3030.482422
	Iteration 105Q: 3 clusters Score -1387873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1387877.500000 Penalty: 3030.482422
	Iteration 106Q: 3 clusters Score -1387878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1387878.250000 Penalty: 3030.482422
	Iteration 107Q: 3 clusters Score -1387878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1387881.750000 Penalty: 3030.482422
	Iteration 108Q: 3 clusters Score -1387882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1387882.625000 Penalty: 3030.482422
	Iteration 109Q: 3 clusters Score -1387883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1387886.375000 Penalty: 3030.482422
	Iteration 110Q: 3 clusters Score -1387886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1387888.250000 Penalty: 3030.482422
	Iteration 111Q: 3 clusters Score -1387888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1387887.625000 Penalty: 3030.482422
	Iteration 112Q: 3 clusters Score -1387888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1387890.125000 Penalty: 3030.482422
	Iteration 113Q: 3 clusters Score -1387890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1387890.500000 Penalty: 3030.482422
	Iteration 114Q: 3 clusters Score -1387890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1387891.875000 Penalty: 3030.482422
	Iteration 115Q: 3 clusters Score -1387892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1387895.875000 Penalty: 3030.482422
	Iteration 116Q: 3 clusters Score -1387896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1387896.125000 Penalty: 3030.482422
	Iteration 117Q: 3 clusters Score -1387896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1387897.625000 Penalty: 3030.482422
	Iteration 118Q: 3 clusters Score -1387898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1387904.250000 Penalty: 3030.482422
	Iteration 119Q: 3 clusters Score -1387904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1387909.875000 Penalty: 3030.482422
	Iteration 120F: 3 clusters Score -1387910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1387916.875000 Penalty: 3030.482422
	Iteration 121Q: 3 clusters Score -1387917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1387927.250000 Penalty: 3030.482422
	Iteration 122Q: 3 clusters Score -1387927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1387937.125000 Penalty: 3030.482422
	Iteration 123Q: 3 clusters Score -1387937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1387941.250000 Penalty: 3030.482422
	Iteration 124Q: 3 clusters Score -1387941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1387945.250000 Penalty: 3030.482422
	Iteration 125Q: 3 clusters Score -1387945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1387946.250000 Penalty: 3030.482422
	Iteration 126Q: 3 clusters Score -1387946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1387949.375000 Penalty: 3030.482422
	Iteration 127Q: 3 clusters Score -1387949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1387955.500000 Penalty: 3030.482422
	Iteration 128Q: 3 clusters Score -1387956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1387958.250000 Penalty: 3030.482422
	Iteration 129Q: 3 clusters Score -1387958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1387958.250000 Penalty: 3030.482422
	Iteration 130F: 3 clusters Score -1387958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -233603.171875 Penalty: 1227.919556
	Iteration 0F: 2 clusters Score -233603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -231574.984375 Penalty: 2455.839111
	Iteration 0F: 3 clusters Score -231575 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -231991.937500 Penalty: 2455.839111
	Iteration 1F: 3 clusters Score -231991.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -232118.921875 Penalty: 2455.839111
	Iteration 2F: 3 clusters Score -232118.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -232199.234375 Penalty: 2455.839111
	Iteration 3F: 3 clusters Score -232199.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -232254.984375 Penalty: 2455.839111
	Iteration 4Q: 3 clusters Score -232255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -232298.875000 Penalty: 2455.839111
	Iteration 5Q: 3 clusters Score -232298.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -232353.359375 Penalty: 2455.839111
	Iteration 6Q: 3 clusters Score -232353.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -232410.187500 Penalty: 2455.839111
	Iteration 7Q: 3 clusters Score -232410.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -232460.015625 Penalty: 2455.839111
	Iteration 8Q: 3 clusters Score -232460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -232512.531250 Penalty: 2455.839111
	Iteration 9Q: 3 clusters Score -232512.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -232563.968750 Penalty: 2455.839111
	Iteration 10Q: 3 clusters Score -232564 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -232613.343750 Penalty: 2455.839111
	Iteration 11Q: 3 clusters Score -232613.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -232656.031250 Penalty: 2455.839111
	Iteration 12Q: 3 clusters Score -232656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -232690.921875 Penalty: 2455.839111
	Iteration 13Q: 3 clusters Score -232690.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -232735.343750 Penalty: 2455.839111
	Iteration 14Q: 3 clusters Score -232735.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -232761.265625 Penalty: 2455.839111
	Iteration 15Q: 3 clusters Score -232761.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -232786.703125 Penalty: 2455.839111
	Iteration 16Q: 3 clusters Score -232786.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -232797.593750 Penalty: 2455.839111
	Iteration 17Q: 3 clusters Score -232797.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -232807.328125 Penalty: 2455.839111
	Iteration 18Q: 3 clusters Score -232807.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -232813.203125 Penalty: 2455.839111
	Iteration 19Q: 3 clusters Score -232813.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -232817.406250 Penalty: 2455.839111
	Iteration 20F: 3 clusters Score -232817.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -232820.078125 Penalty: 2455.839111
	Iteration 21Q: 3 clusters Score -232820.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -232820.453125 Penalty: 2455.839111
	Iteration 22Q: 3 clusters Score -232820.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -232821.750000 Penalty: 2455.839111
	Iteration 23Q: 3 clusters Score -232821.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -232822.640625 Penalty: 2455.839111
	Iteration 24Q: 3 clusters Score -232822.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -232823.453125 Penalty: 2455.839111
	Iteration 25Q: 3 clusters Score -232823.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -232824.781250 Penalty: 2455.839111
	Iteration 26Q: 3 clusters Score -232824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -232825.984375 Penalty: 2455.839111
	Iteration 27Q: 3 clusters Score -232826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -232828.250000 Penalty: 2455.839111
	Iteration 28Q: 3 clusters Score -232828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -232829.640625 Penalty: 2455.839111
	Iteration 29Q: 3 clusters Score -232829.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -232831.250000 Penalty: 2455.839111
	Iteration 30Q: 3 clusters Score -232831.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -232831.593750 Penalty: 2455.839111
	Iteration 31Q: 3 clusters Score -232831.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -232832.531250 Penalty: 2455.839111
	Iteration 32Q: 3 clusters Score -232832.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -232832.703125 Penalty: 2455.839111
	Iteration 33Q: 3 clusters Score -232832.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -232832.703125 Penalty: 2455.839111
	Iteration 34F: 3 clusters Score -232832.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Entering Unmasked Estep 
Score: -757002.000000 Penalty: 1418.579712
	Iteration 0F: 2 clusters Score -757002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -752222.250000 Penalty: 2837.159424
	Iteration 0F: 3 clusters Score -752222.2 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -753717.000000 Penalty: 2837.159424
	Iteration 1F: 3 clusters Score -753717 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -753963.250000 Penalty: 2837.159424
	Iteration 2F: 3 clusters Score -753963.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -754180.312500 Penalty: 2837.159424
	Iteration 3F: 3 clusters Score -754180.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -754366.375000 Penalty: 2837.159424
	Iteration 4F: 3 clusters Score -754366.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -754533.625000 Penalty: 2837.159424
	Iteration 5Q: 3 clusters Score -754533.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -754667.187500 Penalty: 2837.159424
	Iteration 6Q: 3 clusters Score -754667.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -754760.500000 Penalty: 2837.159424
	Iteration 7Q: 3 clusters Score -754760.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -754855.875000 Penalty: 2837.159424
	Iteration 8Q: 3 clusters Score -754855.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -754950.625000 Penalty: 2837.159424
	Iteration 9Q: 3 clusters Score -754950.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -755045.312500 Penalty: 2837.159424
	Iteration 10Q: 3 clusters Score -755045.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -755162.375000 Penalty: 2837.159424
	Iteration 11Q: 3 clusters Score -755162.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -755291.750000 Penalty: 2837.159424
	Iteration 12Q: 3 clusters Score -755291.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -755425.750000 Penalty: 2837.159424
	Iteration 13Q: 3 clusters Score -755425.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -755568.062500 Penalty: 2837.159424
	Iteration 14Q: 3 clusters Score -755568.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -755729.437500 Penalty: 2837.159424
	Iteration 15Q: 3 clusters Score -755729.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -755886.937500 Penalty: 2837.159424
	Iteration 16Q: 3 clusters Score -755886.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -756023.375000 Penalty: 2837.159424
	Iteration 17Q: 3 clusters Score -756023.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -756159.437500 Penalty: 2837.159424
	Iteration 18Q: 3 clusters Score -756159.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -756278.687500 Penalty: 2837.159424
	Iteration 19Q: 3 clusters Score -756278.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -756395.437500 Penalty: 2837.159424
	Iteration 20F: 3 clusters Score -756395.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -756459.750000 Penalty: 2837.159424
	Iteration 21Q: 3 clusters Score -756459.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -756501.000000 Penalty: 2837.159424
	Iteration 22Q: 3 clusters Score -756501 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -756521.125000 Penalty: 2837.159424
	Iteration 23Q: 3 clusters Score -756521.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -756530.375000 Penalty: 2837.159424
	Iteration 24Q: 3 clusters Score -756530.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -756537.187500 Penalty: 2837.159424
	Iteration 25Q: 3 clusters Score -756537.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -756544.187500 Penalty: 2837.159424
	Iteration 26Q: 3 clusters Score -756544.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -756550.437500 Penalty: 2837.159424
	Iteration 27Q: 3 clusters Score -756550.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -756550.750000 Penalty: 2837.159424
	Iteration 28Q: 3 clusters Score -756550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -756552.125000 Penalty: 2837.159424
	Iteration 29Q: 3 clusters Score -756552.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -756551.562500 Penalty: 2837.159424
	Iteration 30Q: 3 clusters Score -756551.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -756551.812500 Penalty: 2837.159424
	Iteration 31Q: 3 clusters Score -756551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -756551.687500 Penalty: 2837.159424
	Iteration 32Q: 3 clusters Score -756551.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -756553.312500 Penalty: 2837.159424
	Iteration 33Q: 3 clusters Score -756553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -756553.937500 Penalty: 2837.159424
	Iteration 34Q: 3 clusters Score -756553.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -756553.937500 Penalty: 2837.159424
	Iteration 35Q: 3 clusters Score -756553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -756553.937500 Penalty: 2837.159424
	Iteration 36F: 3 clusters Score -756553.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Entering Unmasked Estep 
Score: -301450.500000 Penalty: 1283.552124
	Iteration 0F: 2 clusters Score -301450.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -298945.031250 Penalty: 2567.104248
	Iteration 0F: 3 clusters Score -298945 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -299649.468750 Penalty: 2567.104248
	Iteration 1F: 3 clusters Score -299649.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -299918.718750 Penalty: 2567.104248
	Iteration 2F: 3 clusters Score -299918.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -300156.375000 Penalty: 2567.104248
	Iteration 3F: 3 clusters Score -300156.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -300353.031250 Penalty: 2567.104248
	Iteration 4F: 3 clusters Score -300353 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -300468.218750 Penalty: 2567.104248
	Iteration 5Q: 3 clusters Score -300468.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -300532.375000 Penalty: 2567.104248
	Iteration 6Q: 3 clusters Score -300532.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -300581.281250 Penalty: 2567.104248
	Iteration 7Q: 3 clusters Score -300581.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -300618.375000 Penalty: 2567.104248
	Iteration 8Q: 3 clusters Score -300618.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -300637.156250 Penalty: 2567.104248
	Iteration 9Q: 3 clusters Score -300637.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -300653.593750 Penalty: 2567.104248
	Iteration 10Q: 3 clusters Score -300653.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -300660.781250 Penalty: 2567.104248
	Iteration 11Q: 3 clusters Score -300660.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -300666.093750 Penalty: 2567.104248
	Iteration 12Q: 3 clusters Score -300666.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -300673.281250 Penalty: 2567.104248
	Iteration 13Q: 3 clusters Score -300673.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -300677.062500 Penalty: 2567.104248
	Iteration 14Q: 3 clusters Score -300677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -300679.156250 Penalty: 2567.104248
	Iteration 15Q: 3 clusters Score -300679.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -300681.781250 Penalty: 2567.104248
	Iteration 16Q: 3 clusters Score -300681.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -300682.937500 Penalty: 2567.104248
	Iteration 17Q: 3 clusters Score -300682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -300683.062500 Penalty: 2567.104248
	Iteration 18Q: 3 clusters Score -300683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -300683.562500 Penalty: 2567.104248
	Iteration 19Q: 3 clusters Score -300683.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -300684.281250 Penalty: 2567.104248
	Iteration 20F: 3 clusters Score -300684.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -203908.750000 Penalty: 1204.377930
	Iteration 0F: 2 clusters Score -203908.8 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 818 members 
Entering Unmasked Estep 
Score: -202063.312500 Penalty: 2408.755859
	Iteration 0F: 3 clusters Score -202063.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -202453.296875 Penalty: 2408.755859
	Iteration 1F: 3 clusters Score -202453.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -202565.781250 Penalty: 2408.755859
	Iteration 2F: 3 clusters Score -202565.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -202635.968750 Penalty: 2408.755859
	Iteration 3F: 3 clusters Score -202636 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -202702.171875 Penalty: 2408.755859
	Iteration 4Q: 3 clusters Score -202702.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -202770.687500 Penalty: 2408.755859
	Iteration 5Q: 3 clusters Score -202770.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -202836.562500 Penalty: 2408.755859
	Iteration 6Q: 3 clusters Score -202836.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -202891.312500 Penalty: 2408.755859
	Iteration 7Q: 3 clusters Score -202891.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -202941.218750 Penalty: 2408.755859
	Iteration 8Q: 3 clusters Score -202941.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -202979.734375 Penalty: 2408.755859
	Iteration 9Q: 3 clusters Score -202979.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -203001.500000 Penalty: 2408.755859
	Iteration 10Q: 3 clusters Score -203001.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -203025.187500 Penalty: 2408.755859
	Iteration 11Q: 3 clusters Score -203025.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -203050.171875 Penalty: 2408.755859
	Iteration 12Q: 3 clusters Score -203050.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -203075.093750 Penalty: 2408.755859
	Iteration 13Q: 3 clusters Score -203075.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -203109.968750 Penalty: 2408.755859
	Iteration 14Q: 3 clusters Score -203110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -203151.703125 Penalty: 2408.755859
	Iteration 15Q: 3 clusters Score -203151.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -203223.093750 Penalty: 2408.755859
	Iteration 16Q: 3 clusters Score -203223.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -203273.031250 Penalty: 2408.755859
	Iteration 17Q: 3 clusters Score -203273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -203303.890625 Penalty: 2408.755859
	Iteration 18Q: 3 clusters Score -203303.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -203322.359375 Penalty: 2408.755859
	Iteration 19Q: 3 clusters Score -203322.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -203336.406250 Penalty: 2408.755859
	Iteration 20F: 3 clusters Score -203336.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -203343.015625 Penalty: 2408.755859
	Iteration 21Q: 3 clusters Score -203343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -203354.781250 Penalty: 2408.755859
	Iteration 22Q: 3 clusters Score -203354.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -203367.875000 Penalty: 2408.755859
	Iteration 23Q: 3 clusters Score -203367.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -203376.937500 Penalty: 2408.755859
	Iteration 24Q: 3 clusters Score -203376.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -203387.843750 Penalty: 2408.755859
	Iteration 25Q: 3 clusters Score -203387.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -203400.968750 Penalty: 2408.755859
	Iteration 26Q: 3 clusters Score -203401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -203413.296875 Penalty: 2408.755859
	Iteration 27Q: 3 clusters Score -203413.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -203416.937500 Penalty: 2408.755859
	Iteration 28Q: 3 clusters Score -203416.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -203420.750000 Penalty: 2408.755859
	Iteration 29Q: 3 clusters Score -203420.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -203421.515625 Penalty: 2408.755859
	Iteration 30Q: 3 clusters Score -203421.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -203422.000000 Penalty: 2408.755859
	Iteration 31Q: 3 clusters Score -203422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -203422.828125 Penalty: 2408.755859
	Iteration 32Q: 3 clusters Score -203422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -203423.000000 Penalty: 2408.755859
	Iteration 33Q: 3 clusters Score -203423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -203424.203125 Penalty: 2408.755859
	Iteration 34Q: 3 clusters Score -203424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -203424.203125 Penalty: 2408.755859
	Iteration 35F: 3 clusters Score -203424.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (69990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69990 members 
Entering Unmasked Estep 
Score: -8665916.000000 Penalty: 1812.867554
	Iteration 0F: 2 clusters Score -8665916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -8619040.000000 Penalty: 3625.735107
	Iteration 0F: 3 clusters Score -8619040 nChanged 33302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -8638310.000000 Penalty: 3625.735107
	Iteration 1F: 3 clusters Score -8638310 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -8638851.000000 Penalty: 3625.735107
	Iteration 2Q: 3 clusters Score -8638851 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -8639382.000000 Penalty: 3625.735107
	Iteration 3Q: 3 clusters Score -8639382 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -8640069.000000 Penalty: 3625.735107
	Iteration 4Q: 3 clusters Score -8640069 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -8640949.000000 Penalty: 3625.735107
	Iteration 5Q: 3 clusters Score -8640949 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -8642202.000000 Penalty: 3625.735107
	Iteration 6Q: 3 clusters Score -8642202 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -8644176.000000 Penalty: 3625.735107
	Iteration 7Q: 3 clusters Score -8644176 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -8647104.000000 Penalty: 3625.735107
	Iteration 8F: 3 clusters Score -8647104 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -8650844.000000 Penalty: 3625.735107
	Iteration 9F: 3 clusters Score -8650844 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 57677 members 
Entering Unmasked Estep 
Score: -8654621.000000 Penalty: 3625.735107
	Iteration 10F: 3 clusters Score -8654621 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 61624 members 
Entering Unmasked Estep 
Score: -8657900.000000 Penalty: 3625.735107
	Iteration 11F: 3 clusters Score -8657900 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 64658 members 
Entering Unmasked Estep 
Score: -8660458.000000 Penalty: 3625.735107
	Iteration 12Q: 3 clusters Score -8660458 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 66778 members 
Entering Unmasked Estep 
Score: -8662265.000000 Penalty: 3625.735107
	Iteration 13Q: 3 clusters Score -8662265 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 68030 members 
Entering Unmasked Estep 
Score: -8663382.000000 Penalty: 3625.735107
	Iteration 14Q: 3 clusters Score -8663382 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 68699 members 
Entering Unmasked Estep 
Score: -8664166.000000 Penalty: 3625.735107
	Iteration 15Q: 3 clusters Score -8664166 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 69074 members 
Entering Unmasked Estep 
Score: -8664894.000000 Penalty: 3625.735107
	Iteration 16Q: 3 clusters Score -8664894 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -8665558.000000 Penalty: 3625.735107
	Iteration 17Q: 3 clusters Score -8665558 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 69434 members 
Entering Unmasked Estep 
Score: -8666257.000000 Penalty: 3625.735107
	Iteration 18Q: 3 clusters Score -8666257 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 69550 members 
Entering Unmasked Estep 
Score: -8667340.000000 Penalty: 3625.735107
	Iteration 19Q: 3 clusters Score -8667340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -8668427.000000 Penalty: 3625.735107
	Iteration 20F: 3 clusters Score -8668427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -8668643.000000 Penalty: 3625.735107
	Iteration 21Q: 3 clusters Score -8668643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -8668644.000000 Penalty: 3625.735107
	Iteration 22Q: 3 clusters Score -8668644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 69619 members 
Entering Unmasked Estep 
Score: -8668644.000000 Penalty: 3625.735107
	Iteration 23F: 3 clusters Score -8668644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46442 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 60414 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34293 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11210 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69619 members 
Entering Unmasked Estep 
Score: -48246576.000000 Penalty: 81780.585938
Splitting cluster 32 changes total score from -48244148.000000 to -48246576.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 33 (14494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Entering Unmasked Estep 
Score: -1786267.875000 Penalty: 1556.992188
	Iteration 0F: 2 clusters Score -1786268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1776300.375000 Penalty: 3113.984375
	Iteration 0F: 3 clusters Score -1776300 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1779609.500000 Penalty: 3113.984375
	Iteration 1F: 3 clusters Score -1779610 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1779842.375000 Penalty: 3113.984375
	Iteration 2F: 3 clusters Score -1779842 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1779996.875000 Penalty: 3113.984375
	Iteration 3Q: 3 clusters Score -1779997 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1780129.375000 Penalty: 3113.984375
	Iteration 4Q: 3 clusters Score -1780129 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1780240.625000 Penalty: 3113.984375
	Iteration 5Q: 3 clusters Score -1780241 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1780343.375000 Penalty: 3113.984375
	Iteration 6Q: 3 clusters Score -1780343 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1780419.250000 Penalty: 3113.984375
	Iteration 7Q: 3 clusters Score -1780419 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1780503.625000 Penalty: 3113.984375
	Iteration 8Q: 3 clusters Score -1780504 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1780608.000000 Penalty: 3113.984375
	Iteration 9Q: 3 clusters Score -1780608 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1780697.750000 Penalty: 3113.984375
	Iteration 10Q: 3 clusters Score -1780698 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1780793.000000 Penalty: 3113.984375
	Iteration 11Q: 3 clusters Score -1780793 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1780886.625000 Penalty: 3113.984375
	Iteration 12Q: 3 clusters Score -1780887 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1781009.625000 Penalty: 3113.984375
	Iteration 13Q: 3 clusters Score -1781010 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1781202.625000 Penalty: 3113.984375
	Iteration 14Q: 3 clusters Score -1781203 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1781417.250000 Penalty: 3113.984375
	Iteration 15Q: 3 clusters Score -1781417 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1781698.000000 Penalty: 3113.984375
	Iteration 16Q: 3 clusters Score -1781698 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1782002.500000 Penalty: 3113.984375
	Iteration 17Q: 3 clusters Score -1782002 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1782377.500000 Penalty: 3113.984375
	Iteration 18Q: 3 clusters Score -1782378 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1782789.875000 Penalty: 3113.984375
	Iteration 19Q: 3 clusters Score -1782790 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1783261.500000 Penalty: 3113.984375
	Iteration 20F: 3 clusters Score -1783262 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1783680.250000 Penalty: 3113.984375
	Iteration 21Q: 3 clusters Score -1783680 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1784101.125000 Penalty: 3113.984375
	Iteration 22Q: 3 clusters Score -1784101 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1784420.375000 Penalty: 3113.984375
	Iteration 23Q: 3 clusters Score -1784420 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -1784641.750000 Penalty: 3113.984375
	Iteration 24Q: 3 clusters Score -1784642 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1784773.750000 Penalty: 3113.984375
	Iteration 25Q: 3 clusters Score -1784774 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1784864.000000 Penalty: 3113.984375
	Iteration 26Q: 3 clusters Score -1784864 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1784949.125000 Penalty: 3113.984375
	Iteration 27Q: 3 clusters Score -1784949 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1785006.250000 Penalty: 3113.984375
	Iteration 28Q: 3 clusters Score -1785006 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1785047.000000 Penalty: 3113.984375
	Iteration 29Q: 3 clusters Score -1785047 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1785076.250000 Penalty: 3113.984375
	Iteration 30Q: 3 clusters Score -1785076 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1785111.125000 Penalty: 3113.984375
	Iteration 31Q: 3 clusters Score -1785111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -1785138.500000 Penalty: 3113.984375
	Iteration 32Q: 3 clusters Score -1785138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1785163.500000 Penalty: 3113.984375
	Iteration 33Q: 3 clusters Score -1785164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -1785185.250000 Penalty: 3113.984375
	Iteration 34Q: 3 clusters Score -1785185 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -1785202.875000 Penalty: 3113.984375
	Iteration 35Q: 3 clusters Score -1785203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1785210.375000 Penalty: 3113.984375
	Iteration 36Q: 3 clusters Score -1785210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1785218.750000 Penalty: 3113.984375
	Iteration 37Q: 3 clusters Score -1785219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1785230.750000 Penalty: 3113.984375
	Iteration 38Q: 3 clusters Score -1785231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1785236.000000 Penalty: 3113.984375
	Iteration 39Q: 3 clusters Score -1785236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1785242.750000 Penalty: 3113.984375
	Iteration 40F: 3 clusters Score -1785243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1785258.375000 Penalty: 3113.984375
	Iteration 41Q: 3 clusters Score -1785258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1785285.125000 Penalty: 3113.984375
	Iteration 42Q: 3 clusters Score -1785285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1785322.250000 Penalty: 3113.984375
	Iteration 43Q: 3 clusters Score -1785322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1785351.875000 Penalty: 3113.984375
	Iteration 44Q: 3 clusters Score -1785352 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1785373.625000 Penalty: 3113.984375
	Iteration 45Q: 3 clusters Score -1785374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1785386.500000 Penalty: 3113.984375
	Iteration 46Q: 3 clusters Score -1785386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1785394.125000 Penalty: 3113.984375
	Iteration 47Q: 3 clusters Score -1785394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1785397.750000 Penalty: 3113.984375
	Iteration 48Q: 3 clusters Score -1785398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1785401.625000 Penalty: 3113.984375
	Iteration 49Q: 3 clusters Score -1785402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -1785402.625000 Penalty: 3113.984375
	Iteration 50Q: 3 clusters Score -1785403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1785405.375000 Penalty: 3113.984375
	Iteration 51Q: 3 clusters Score -1785405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1785407.500000 Penalty: 3113.984375
	Iteration 52Q: 3 clusters Score -1785408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1785408.625000 Penalty: 3113.984375
	Iteration 53Q: 3 clusters Score -1785409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1785408.625000 Penalty: 3113.984375
	Iteration 54F: 3 clusters Score -1785409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Entering Unmasked Estep 
Score: -468144.843750 Penalty: 1332.412842
	Iteration 0F: 2 clusters Score -468144.8 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 1798 members 
Entering Unmasked Estep 
Score: -464994.281250 Penalty: 2664.825684
	Iteration 0F: 3 clusters Score -464994.3 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -465776.687500 Penalty: 2664.825684
	Iteration 1F: 3 clusters Score -465776.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -465903.468750 Penalty: 2664.825684
	Iteration 2F: 3 clusters Score -465903.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -465972.718750 Penalty: 2664.825684
	Iteration 3Q: 3 clusters Score -465972.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -466033.906250 Penalty: 2664.825684
	Iteration 4Q: 3 clusters Score -466033.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -466069.781250 Penalty: 2664.825684
	Iteration 5Q: 3 clusters Score -466069.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -466091.250000 Penalty: 2664.825684
	Iteration 6Q: 3 clusters Score -466091.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -466109.156250 Penalty: 2664.825684
	Iteration 7Q: 3 clusters Score -466109.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -466123.343750 Penalty: 2664.825684
	Iteration 8Q: 3 clusters Score -466123.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -466134.906250 Penalty: 2664.825684
	Iteration 9Q: 3 clusters Score -466134.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -466143.031250 Penalty: 2664.825684
	Iteration 10Q: 3 clusters Score -466143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -466151.187500 Penalty: 2664.825684
	Iteration 11Q: 3 clusters Score -466151.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -466164.718750 Penalty: 2664.825684
	Iteration 12Q: 3 clusters Score -466164.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -466173.968750 Penalty: 2664.825684
	Iteration 13Q: 3 clusters Score -466174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -466186.968750 Penalty: 2664.825684
	Iteration 14Q: 3 clusters Score -466187 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -466201.750000 Penalty: 2664.825684
	Iteration 15Q: 3 clusters Score -466201.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -466212.781250 Penalty: 2664.825684
	Iteration 16Q: 3 clusters Score -466212.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -466226.937500 Penalty: 2664.825684
	Iteration 17Q: 3 clusters Score -466226.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -466241.875000 Penalty: 2664.825684
	Iteration 18Q: 3 clusters Score -466241.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -466256.218750 Penalty: 2664.825684
	Iteration 19Q: 3 clusters Score -466256.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -466267.812500 Penalty: 2664.825684
	Iteration 20F: 3 clusters Score -466267.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -466279.156250 Penalty: 2664.825684
	Iteration 21Q: 3 clusters Score -466279.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -466297.687500 Penalty: 2664.825684
	Iteration 22Q: 3 clusters Score -466297.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -466321.031250 Penalty: 2664.825684
	Iteration 23Q: 3 clusters Score -466321 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -466340.937500 Penalty: 2664.825684
	Iteration 24Q: 3 clusters Score -466340.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -466362.250000 Penalty: 2664.825684
	Iteration 25Q: 3 clusters Score -466362.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -466387.625000 Penalty: 2664.825684
	Iteration 26Q: 3 clusters Score -466387.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -466408.312500 Penalty: 2664.825684
	Iteration 27Q: 3 clusters Score -466408.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -466437.375000 Penalty: 2664.825684
	Iteration 28Q: 3 clusters Score -466437.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -466470.718750 Penalty: 2664.825684
	Iteration 29Q: 3 clusters Score -466470.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -466507.093750 Penalty: 2664.825684
	Iteration 30Q: 3 clusters Score -466507.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -466552.406250 Penalty: 2664.825684
	Iteration 31Q: 3 clusters Score -466552.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -466598.937500 Penalty: 2664.825684
	Iteration 32Q: 3 clusters Score -466598.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -466647.718750 Penalty: 2664.825684
	Iteration 33Q: 3 clusters Score -466647.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -466690.718750 Penalty: 2664.825684
	Iteration 34Q: 3 clusters Score -466690.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -466732.468750 Penalty: 2664.825684
	Iteration 35Q: 3 clusters Score -466732.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -466765.468750 Penalty: 2664.825684
	Iteration 36Q: 3 clusters Score -466765.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -466805.218750 Penalty: 2664.825684
	Iteration 37Q: 3 clusters Score -466805.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -466844.250000 Penalty: 2664.825684
	Iteration 38Q: 3 clusters Score -466844.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -466869.406250 Penalty: 2664.825684
	Iteration 39Q: 3 clusters Score -466869.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -466889.937500 Penalty: 2664.825684
	Iteration 40F: 3 clusters Score -466889.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -466905.562500 Penalty: 2664.825684
	Iteration 41Q: 3 clusters Score -466905.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -466916.937500 Penalty: 2664.825684
	Iteration 42Q: 3 clusters Score -466916.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -466929.656250 Penalty: 2664.825684
	Iteration 43Q: 3 clusters Score -466929.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -466937.593750 Penalty: 2664.825684
	Iteration 44Q: 3 clusters Score -466937.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -466945.500000 Penalty: 2664.825684
	Iteration 45Q: 3 clusters Score -466945.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -466952.125000 Penalty: 2664.825684
	Iteration 46Q: 3 clusters Score -466952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -466954.312500 Penalty: 2664.825684
	Iteration 47Q: 3 clusters Score -466954.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -466955.625000 Penalty: 2664.825684
	Iteration 48Q: 3 clusters Score -466955.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -466956.218750 Penalty: 2664.825684
	Iteration 49Q: 3 clusters Score -466956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -466956.218750 Penalty: 2664.825684
	Iteration 50F: 3 clusters Score -466956.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Entering Unmasked Estep 
Score: -1457811.500000 Penalty: 1521.609009
	Iteration 0F: 2 clusters Score -1457812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1449532.625000 Penalty: 3043.218018
	Iteration 0F: 3 clusters Score -1449533 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1452344.000000 Penalty: 3043.218018
	Iteration 1F: 3 clusters Score -1452344 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1452622.000000 Penalty: 3043.218018
	Iteration 2F: 3 clusters Score -1452622 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1452857.500000 Penalty: 3043.218018
	Iteration 3Q: 3 clusters Score -1452858 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1453060.375000 Penalty: 3043.218018
	Iteration 4Q: 3 clusters Score -1453060 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1453230.750000 Penalty: 3043.218018
	Iteration 5Q: 3 clusters Score -1453231 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1453399.125000 Penalty: 3043.218018
	Iteration 6Q: 3 clusters Score -1453399 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1453545.250000 Penalty: 3043.218018
	Iteration 7Q: 3 clusters Score -1453545 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1453690.250000 Penalty: 3043.218018
	Iteration 8Q: 3 clusters Score -1453690 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1453834.125000 Penalty: 3043.218018
	Iteration 9Q: 3 clusters Score -1453834 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1454015.875000 Penalty: 3043.218018
	Iteration 10Q: 3 clusters Score -1454016 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1454209.750000 Penalty: 3043.218018
	Iteration 11Q: 3 clusters Score -1454210 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1454450.250000 Penalty: 3043.218018
	Iteration 12Q: 3 clusters Score -1454450 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1454653.375000 Penalty: 3043.218018
	Iteration 13Q: 3 clusters Score -1454653 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1454836.500000 Penalty: 3043.218018
	Iteration 14Q: 3 clusters Score -1454836 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1454971.125000 Penalty: 3043.218018
	Iteration 15Q: 3 clusters Score -1454971 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1455066.125000 Penalty: 3043.218018
	Iteration 16Q: 3 clusters Score -1455066 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1455126.750000 Penalty: 3043.218018
	Iteration 17Q: 3 clusters Score -1455127 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1455196.125000 Penalty: 3043.218018
	Iteration 18Q: 3 clusters Score -1455196 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1455253.875000 Penalty: 3043.218018
	Iteration 19Q: 3 clusters Score -1455254 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1455324.750000 Penalty: 3043.218018
	Iteration 20F: 3 clusters Score -1455325 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1455383.375000 Penalty: 3043.218018
	Iteration 21Q: 3 clusters Score -1455383 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1455448.750000 Penalty: 3043.218018
	Iteration 22Q: 3 clusters Score -1455449 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1455499.250000 Penalty: 3043.218018
	Iteration 23Q: 3 clusters Score -1455499 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1455559.625000 Penalty: 3043.218018
	Iteration 24Q: 3 clusters Score -1455560 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -1455620.625000 Penalty: 3043.218018
	Iteration 25Q: 3 clusters Score -1455621 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1455683.750000 Penalty: 3043.218018
	Iteration 26Q: 3 clusters Score -1455684 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1455743.625000 Penalty: 3043.218018
	Iteration 27Q: 3 clusters Score -1455744 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1455805.750000 Penalty: 3043.218018
	Iteration 28Q: 3 clusters Score -1455806 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1455875.375000 Penalty: 3043.218018
	Iteration 29Q: 3 clusters Score -1455875 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1455936.625000 Penalty: 3043.218018
	Iteration 30Q: 3 clusters Score -1455937 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1455995.750000 Penalty: 3043.218018
	Iteration 31Q: 3 clusters Score -1455996 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1456043.875000 Penalty: 3043.218018
	Iteration 32Q: 3 clusters Score -1456044 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1456089.250000 Penalty: 3043.218018
	Iteration 33Q: 3 clusters Score -1456089 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1456122.500000 Penalty: 3043.218018
	Iteration 34Q: 3 clusters Score -1456122 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1456154.875000 Penalty: 3043.218018
	Iteration 35Q: 3 clusters Score -1456155 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1456181.125000 Penalty: 3043.218018
	Iteration 36Q: 3 clusters Score -1456181 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1456206.625000 Penalty: 3043.218018
	Iteration 37Q: 3 clusters Score -1456207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1456227.125000 Penalty: 3043.218018
	Iteration 38Q: 3 clusters Score -1456227 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1456238.125000 Penalty: 3043.218018
	Iteration 39Q: 3 clusters Score -1456238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1456249.125000 Penalty: 3043.218018
	Iteration 40F: 3 clusters Score -1456249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1456260.250000 Penalty: 3043.218018
	Iteration 41Q: 3 clusters Score -1456260 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1456276.000000 Penalty: 3043.218018
	Iteration 42Q: 3 clusters Score -1456276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1456287.625000 Penalty: 3043.218018
	Iteration 43Q: 3 clusters Score -1456288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1456297.625000 Penalty: 3043.218018
	Iteration 44Q: 3 clusters Score -1456298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1456310.375000 Penalty: 3043.218018
	Iteration 45Q: 3 clusters Score -1456310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1456321.375000 Penalty: 3043.218018
	Iteration 46Q: 3 clusters Score -1456321 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1456330.875000 Penalty: 3043.218018
	Iteration 47Q: 3 clusters Score -1456331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1456336.125000 Penalty: 3043.218018
	Iteration 48Q: 3 clusters Score -1456336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1456342.000000 Penalty: 3043.218018
	Iteration 49Q: 3 clusters Score -1456342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1456345.875000 Penalty: 3043.218018
	Iteration 50Q: 3 clusters Score -1456346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1456351.750000 Penalty: 3043.218018
	Iteration 51Q: 3 clusters Score -1456352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1456354.250000 Penalty: 3043.218018
	Iteration 52Q: 3 clusters Score -1456354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -1456358.000000 Penalty: 3043.218018
	Iteration 53Q: 3 clusters Score -1456358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1456360.875000 Penalty: 3043.218018
	Iteration 54Q: 3 clusters Score -1456361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1456366.125000 Penalty: 3043.218018
	Iteration 55Q: 3 clusters Score -1456366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1456367.750000 Penalty: 3043.218018
	Iteration 56Q: 3 clusters Score -1456368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1456373.500000 Penalty: 3043.218018
	Iteration 57Q: 3 clusters Score -1456374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1456371.750000 Penalty: 3043.218018
	Iteration 58Q: 3 clusters Score -1456372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1456376.000000 Penalty: 3043.218018
	Iteration 59Q: 3 clusters Score -1456376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1456381.125000 Penalty: 3043.218018
	Iteration 60F: 3 clusters Score -1456381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1456382.250000 Penalty: 3043.218018
	Iteration 61Q: 3 clusters Score -1456382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1456384.750000 Penalty: 3043.218018
	Iteration 62Q: 3 clusters Score -1456385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1456389.375000 Penalty: 3043.218018
	Iteration 63Q: 3 clusters Score -1456389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1456393.750000 Penalty: 3043.218018
	Iteration 64Q: 3 clusters Score -1456394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1456398.500000 Penalty: 3043.218018
	Iteration 65Q: 3 clusters Score -1456398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1456402.500000 Penalty: 3043.218018
	Iteration 66Q: 3 clusters Score -1456402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1456405.875000 Penalty: 3043.218018
	Iteration 67Q: 3 clusters Score -1456406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1456409.250000 Penalty: 3043.218018
	Iteration 68Q: 3 clusters Score -1456409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1456412.750000 Penalty: 3043.218018
	Iteration 69Q: 3 clusters Score -1456413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1456414.500000 Penalty: 3043.218018
	Iteration 70Q: 3 clusters Score -1456414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1456415.875000 Penalty: 3043.218018
	Iteration 71Q: 3 clusters Score -1456416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1456416.375000 Penalty: 3043.218018
	Iteration 72Q: 3 clusters Score -1456416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1456418.375000 Penalty: 3043.218018
	Iteration 73Q: 3 clusters Score -1456418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1456417.500000 Penalty: 3043.218018
	Iteration 74Q: 3 clusters Score -1456418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1456417.500000 Penalty: 3043.218018
	Iteration 75F: 3 clusters Score -1456418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -248943.125000 Penalty: 1240.422485
	Iteration 0F: 2 clusters Score -248943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -246849.718750 Penalty: 2480.844971
	Iteration 0F: 3 clusters Score -246849.7 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -247293.187500 Penalty: 2480.844971
	Iteration 1F: 3 clusters Score -247293.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -247402.156250 Penalty: 2480.844971
	Iteration 2F: 3 clusters Score -247402.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -247475.718750 Penalty: 2480.844971
	Iteration 3Q: 3 clusters Score -247475.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -247515.687500 Penalty: 2480.844971
	Iteration 4Q: 3 clusters Score -247515.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -247544.406250 Penalty: 2480.844971
	Iteration 5Q: 3 clusters Score -247544.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -247560.046875 Penalty: 2480.844971
	Iteration 6Q: 3 clusters Score -247560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -247572.015625 Penalty: 2480.844971
	Iteration 7Q: 3 clusters Score -247572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -247580.656250 Penalty: 2480.844971
	Iteration 8Q: 3 clusters Score -247580.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -247585.500000 Penalty: 2480.844971
	Iteration 9Q: 3 clusters Score -247585.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -247595.421875 Penalty: 2480.844971
	Iteration 10Q: 3 clusters Score -247595.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -247604.062500 Penalty: 2480.844971
	Iteration 11Q: 3 clusters Score -247604.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -247610.343750 Penalty: 2480.844971
	Iteration 12Q: 3 clusters Score -247610.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -247614.734375 Penalty: 2480.844971
	Iteration 13Q: 3 clusters Score -247614.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -247619.406250 Penalty: 2480.844971
	Iteration 14Q: 3 clusters Score -247619.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -247623.656250 Penalty: 2480.844971
	Iteration 15Q: 3 clusters Score -247623.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -247628.843750 Penalty: 2480.844971
	Iteration 16Q: 3 clusters Score -247628.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -247632.687500 Penalty: 2480.844971
	Iteration 17Q: 3 clusters Score -247632.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -247638.000000 Penalty: 2480.844971
	Iteration 18Q: 3 clusters Score -247638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -247642.125000 Penalty: 2480.844971
	Iteration 19Q: 3 clusters Score -247642.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -247645.625000 Penalty: 2480.844971
	Iteration 20F: 3 clusters Score -247645.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -247649.828125 Penalty: 2480.844971
	Iteration 21Q: 3 clusters Score -247649.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -247653.015625 Penalty: 2480.844971
	Iteration 22Q: 3 clusters Score -247653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -247655.062500 Penalty: 2480.844971
	Iteration 23Q: 3 clusters Score -247655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -247657.687500 Penalty: 2480.844971
	Iteration 24Q: 3 clusters Score -247657.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -247659.500000 Penalty: 2480.844971
	Iteration 25Q: 3 clusters Score -247659.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -247660.750000 Penalty: 2480.844971
	Iteration 26Q: 3 clusters Score -247660.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -247662.218750 Penalty: 2480.844971
	Iteration 27Q: 3 clusters Score -247662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -247663.437500 Penalty: 2480.844971
	Iteration 28Q: 3 clusters Score -247663.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -247664.140625 Penalty: 2480.844971
	Iteration 29Q: 3 clusters Score -247664.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -247665.031250 Penalty: 2480.844971
	Iteration 30Q: 3 clusters Score -247665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -247666.687500 Penalty: 2480.844971
	Iteration 31Q: 3 clusters Score -247666.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -247668.390625 Penalty: 2480.844971
	Iteration 32Q: 3 clusters Score -247668.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -247669.343750 Penalty: 2480.844971
	Iteration 33Q: 3 clusters Score -247669.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -247670.390625 Penalty: 2480.844971
	Iteration 34Q: 3 clusters Score -247670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -247670.125000 Penalty: 2480.844971
	Iteration 35Q: 3 clusters Score -247670.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -247670.906250 Penalty: 2480.844971
	Iteration 36Q: 3 clusters Score -247670.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -247671.703125 Penalty: 2480.844971
	Iteration 37Q: 3 clusters Score -247671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -247672.703125 Penalty: 2480.844971
	Iteration 38Q: 3 clusters Score -247672.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -247673.765625 Penalty: 2480.844971
	Iteration 39Q: 3 clusters Score -247673.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -247674.687500 Penalty: 2480.844971
	Iteration 40F: 3 clusters Score -247674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -247677.390625 Penalty: 2480.844971
	Iteration 41Q: 3 clusters Score -247677.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -247678.578125 Penalty: 2480.844971
	Iteration 42Q: 3 clusters Score -247678.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -247679.968750 Penalty: 2480.844971
	Iteration 43Q: 3 clusters Score -247680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -247681.046875 Penalty: 2480.844971
	Iteration 44Q: 3 clusters Score -247681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -247682.500000 Penalty: 2480.844971
	Iteration 45Q: 3 clusters Score -247682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -247683.187500 Penalty: 2480.844971
	Iteration 46Q: 3 clusters Score -247683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -247683.875000 Penalty: 2480.844971
	Iteration 47Q: 3 clusters Score -247683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -247684.000000 Penalty: 2480.844971
	Iteration 48Q: 3 clusters Score -247684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -247684.375000 Penalty: 2480.844971
	Iteration 49Q: 3 clusters Score -247684.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -247684.375000 Penalty: 2480.844971
	Iteration 50F: 3 clusters Score -247684.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -178409.296875 Penalty: 1179.492065
	Iteration 0F: 2 clusters Score -178409.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -176695.578125 Penalty: 2358.984131
	Iteration 0F: 3 clusters Score -176695.6 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -177001.984375 Penalty: 2358.984131
	Iteration 1F: 3 clusters Score -177002 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -177091.828125 Penalty: 2358.984131
	Iteration 2F: 3 clusters Score -177091.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -177131.765625 Penalty: 2358.984131
	Iteration 3Q: 3 clusters Score -177131.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -177147.234375 Penalty: 2358.984131
	Iteration 4Q: 3 clusters Score -177147.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -177157.125000 Penalty: 2358.984131
	Iteration 5Q: 3 clusters Score -177157.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -177165.359375 Penalty: 2358.984131
	Iteration 6Q: 3 clusters Score -177165.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -177172.171875 Penalty: 2358.984131
	Iteration 7Q: 3 clusters Score -177172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -177176.203125 Penalty: 2358.984131
	Iteration 8Q: 3 clusters Score -177176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -177181.062500 Penalty: 2358.984131
	Iteration 9Q: 3 clusters Score -177181.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -177185.265625 Penalty: 2358.984131
	Iteration 10Q: 3 clusters Score -177185.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -177189.812500 Penalty: 2358.984131
	Iteration 11Q: 3 clusters Score -177189.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -177191.968750 Penalty: 2358.984131
	Iteration 12Q: 3 clusters Score -177192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -177194.281250 Penalty: 2358.984131
	Iteration 13Q: 3 clusters Score -177194.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -177195.078125 Penalty: 2358.984131
	Iteration 14Q: 3 clusters Score -177195.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -177196.078125 Penalty: 2358.984131
	Iteration 15Q: 3 clusters Score -177196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -177196.234375 Penalty: 2358.984131
	Iteration 16Q: 3 clusters Score -177196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -177196.234375 Penalty: 2358.984131
	Iteration 17F: 3 clusters Score -177196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -174783.062500 Penalty: 1182.889282
	Iteration 0F: 2 clusters Score -174783.1 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 719 members 
Entering Unmasked Estep 
Score: -173040.296875 Penalty: 2365.778564
	Iteration 0F: 3 clusters Score -173040.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -173371.187500 Penalty: 2365.778564
	Iteration 1F: 3 clusters Score -173371.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -173445.343750 Penalty: 2365.778564
	Iteration 2F: 3 clusters Score -173445.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -173500.250000 Penalty: 2365.778564
	Iteration 3Q: 3 clusters Score -173500.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -173546.218750 Penalty: 2365.778564
	Iteration 4Q: 3 clusters Score -173546.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -173593.640625 Penalty: 2365.778564
	Iteration 5Q: 3 clusters Score -173593.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -173623.875000 Penalty: 2365.778564
	Iteration 6Q: 3 clusters Score -173623.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -173648.968750 Penalty: 2365.778564
	Iteration 7Q: 3 clusters Score -173649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -173671.921875 Penalty: 2365.778564
	Iteration 8Q: 3 clusters Score -173671.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -173700.281250 Penalty: 2365.778564
	Iteration 9Q: 3 clusters Score -173700.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -173726.046875 Penalty: 2365.778564
	Iteration 10Q: 3 clusters Score -173726 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -173756.453125 Penalty: 2365.778564
	Iteration 11Q: 3 clusters Score -173756.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -173788.593750 Penalty: 2365.778564
	Iteration 12Q: 3 clusters Score -173788.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -173813.781250 Penalty: 2365.778564
	Iteration 13Q: 3 clusters Score -173813.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -173840.156250 Penalty: 2365.778564
	Iteration 14Q: 3 clusters Score -173840.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -173860.453125 Penalty: 2365.778564
	Iteration 15Q: 3 clusters Score -173860.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -173875.828125 Penalty: 2365.778564
	Iteration 16Q: 3 clusters Score -173875.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -173893.312500 Penalty: 2365.778564
	Iteration 17Q: 3 clusters Score -173893.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -173905.062500 Penalty: 2365.778564
	Iteration 18Q: 3 clusters Score -173905.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -173916.968750 Penalty: 2365.778564
	Iteration 19Q: 3 clusters Score -173917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -173929.796875 Penalty: 2365.778564
	Iteration 20F: 3 clusters Score -173929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -173936.046875 Penalty: 2365.778564
	Iteration 21Q: 3 clusters Score -173936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -173938.796875 Penalty: 2365.778564
	Iteration 22Q: 3 clusters Score -173938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -173942.937500 Penalty: 2365.778564
	Iteration 23Q: 3 clusters Score -173942.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -173949.093750 Penalty: 2365.778564
	Iteration 24Q: 3 clusters Score -173949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -173951.046875 Penalty: 2365.778564
	Iteration 25Q: 3 clusters Score -173951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -173952.281250 Penalty: 2365.778564
	Iteration 26Q: 3 clusters Score -173952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -173953.500000 Penalty: 2365.778564
	Iteration 27Q: 3 clusters Score -173953.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -173954.203125 Penalty: 2365.778564
	Iteration 28Q: 3 clusters Score -173954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -173954.812500 Penalty: 2365.778564
	Iteration 29Q: 3 clusters Score -173954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -173955.765625 Penalty: 2365.778564
	Iteration 30Q: 3 clusters Score -173955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -173955.765625 Penalty: 2365.778564
	Iteration 31F: 3 clusters Score -173955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 10000 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46442 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 60414 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34293 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8062 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11210 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 371 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246660.000000 Penalty: 81780.585938
Iteration 215F: 40 clusters Score -4.824666e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9996 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46445 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13381 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 60413 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34293 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8069 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11209 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 382 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246680.000000 Penalty: 81780.585938
Iteration 216Q: 40 clusters Score -4.824668e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9991 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46450 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13382 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10226 members 
Mstep: Class 17 contains 60413 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34291 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8075 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11208 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246692.000000 Penalty: 81780.585938
Iteration 217Q: 40 clusters Score -4.824669e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9985 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46450 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3021 members 
Mstep: Class 12 contains 3561 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13381 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10231 members 
Mstep: Class 17 contains 60411 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34291 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8080 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11208 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6183 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246656.000000 Penalty: 81780.585938
Iteration 218Q: 40 clusters Score -4.824666e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9979 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46447 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3020 members 
Mstep: Class 12 contains 3561 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13381 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10234 members 
Mstep: Class 17 contains 60409 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34290 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8086 members 
Mstep: Class 23 contains 1703 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11209 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246640.000000 Penalty: 81780.585938
Iteration 219Q: 40 clusters Score -4.824664e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9972 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46443 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3019 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13381 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10236 members 
Mstep: Class 17 contains 60407 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34288 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8094 members 
Mstep: Class 23 contains 1704 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11212 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6185 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246680.000000 Penalty: 81780.585938
Iteration 220F: 40 clusters Score -4.824668e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9970 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46444 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3018 members 
Mstep: Class 12 contains 3563 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13381 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10239 members 
Mstep: Class 17 contains 60404 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34284 members 
Mstep: Class 21 contains 31417 members 
Mstep: Class 22 contains 8102 members 
Mstep: Class 23 contains 1704 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11211 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6186 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246692.000000 Penalty: 81780.585938
Iteration 221Q: 40 clusters Score -4.824669e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9967 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46442 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3017 members 
Mstep: Class 12 contains 3564 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13381 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10241 members 
Mstep: Class 17 contains 60402 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34284 members 
Mstep: Class 21 contains 31417 members 
Mstep: Class 22 contains 8112 members 
Mstep: Class 23 contains 1704 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11212 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6186 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246704.000000 Penalty: 81780.585938
Iteration 222Q: 40 clusters Score -4.82467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9962 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46438 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3016 members 
Mstep: Class 12 contains 3563 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13381 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10242 members 
Mstep: Class 17 contains 60403 members 
Mstep: Class 18 contains 1677 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34284 members 
Mstep: Class 21 contains 31417 members 
Mstep: Class 22 contains 8117 members 
Mstep: Class 23 contains 1705 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11212 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6186 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14494 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246696.000000 Penalty: 81780.585938
Iteration 223Q: 40 clusters Score -4.82467e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9960 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7912 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46438 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13381 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10246 members 
Mstep: Class 17 contains 60403 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8159 members 
Mstep: Class 20 contains 34284 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8120 members 
Mstep: Class 23 contains 1708 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11212 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6186 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14492 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246644.000000 Penalty: 81780.585938
Iteration 224Q: 40 clusters Score -4.824664e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9959 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7912 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46437 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13380 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10252 members 
Mstep: Class 17 contains 60401 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8160 members 
Mstep: Class 20 contains 34284 members 
Mstep: Class 21 contains 31416 members 
Mstep: Class 22 contains 8121 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11212 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6185 members 
Mstep: Class 30 contains 2691 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14488 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246652.000000 Penalty: 81780.585938
Iteration 225Q: 40 clusters Score -4.824665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9957 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46436 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13381 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10256 members 
Mstep: Class 17 contains 60401 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8161 members 
Mstep: Class 20 contains 34285 members 
Mstep: Class 21 contains 31412 members 
Mstep: Class 22 contains 8122 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11213 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2691 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14488 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246700.000000 Penalty: 81780.585938
Iteration 226Q: 40 clusters Score -4.82467e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46436 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10259 members 
Mstep: Class 17 contains 60401 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8163 members 
Mstep: Class 20 contains 34285 members 
Mstep: Class 21 contains 31409 members 
Mstep: Class 22 contains 8123 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11213 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2691 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14488 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246672.000000 Penalty: 81780.585938
Iteration 227Q: 40 clusters Score -4.824667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46436 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13378 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10260 members 
Mstep: Class 17 contains 60401 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8165 members 
Mstep: Class 20 contains 34285 members 
Mstep: Class 21 contains 31407 members 
Mstep: Class 22 contains 8124 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11213 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14488 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246668.000000 Penalty: 81780.585938
Iteration 228Q: 40 clusters Score -4.824667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46435 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13376 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10261 members 
Mstep: Class 17 contains 60401 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 34285 members 
Mstep: Class 21 contains 31404 members 
Mstep: Class 22 contains 8125 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1378 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11212 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14488 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246620.000000 Penalty: 81780.585938
Iteration 229Q: 40 clusters Score -4.824662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7906 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46436 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13374 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10263 members 
Mstep: Class 17 contains 60402 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 34285 members 
Mstep: Class 21 contains 31403 members 
Mstep: Class 22 contains 8127 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 6162 members 
Mstep: Class 25 contains 1377 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11211 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14488 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246628.000000 Penalty: 81780.585938
Iteration 230Q: 40 clusters Score -4.824663e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46437 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13369 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10264 members 
Mstep: Class 17 contains 60401 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 34285 members 
Mstep: Class 21 contains 31402 members 
Mstep: Class 22 contains 8128 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 6163 members 
Mstep: Class 25 contains 1377 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11211 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14488 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246648.000000 Penalty: 81780.585938
Iteration 231Q: 40 clusters Score -4.824665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46438 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13365 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10264 members 
Mstep: Class 17 contains 60399 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 34285 members 
Mstep: Class 21 contains 31402 members 
Mstep: Class 22 contains 8129 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 6165 members 
Mstep: Class 25 contains 1377 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11211 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14488 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246660.000000 Penalty: 81780.585938
Iteration 232Q: 40 clusters Score -4.824666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7914 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46438 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13364 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10265 members 
Mstep: Class 17 contains 60396 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 34285 members 
Mstep: Class 21 contains 31402 members 
Mstep: Class 22 contains 8129 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 1377 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11211 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14487 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246652.000000 Penalty: 81780.585938
Iteration 233Q: 40 clusters Score -4.824665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46438 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13364 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10268 members 
Mstep: Class 17 contains 60394 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 34285 members 
Mstep: Class 21 contains 31403 members 
Mstep: Class 22 contains 8129 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 1377 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11211 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14486 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246640.000000 Penalty: 81780.585938
Iteration 234Q: 40 clusters Score -4.824664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46438 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13364 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10269 members 
Mstep: Class 17 contains 60394 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 34285 members 
Mstep: Class 21 contains 31403 members 
Mstep: Class 22 contains 8129 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 1377 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11211 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14486 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246648.000000 Penalty: 81780.585938
Iteration 235Q: 40 clusters Score -4.824665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46438 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13364 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10269 members 
Mstep: Class 17 contains 60394 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 34285 members 
Mstep: Class 21 contains 31403 members 
Mstep: Class 22 contains 8129 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 1377 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11211 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14486 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -48246648.000000 Penalty: 81780.585938
Iteration 236F: 40 clusters Score -4.824665e+07 nChanged 0
Entering ConstructFrom: 
Score: -48246648.000000 Penalty: 81780.585938
Entering ConstructFrom: 
Trying to split cluster 1 (1960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Entering Unmasked Estep 
Score: -223684.312500 Penalty: 1231.863770
	Iteration 0F: 2 clusters Score -223684.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -221641.890625 Penalty: 2463.727539
	Iteration 0F: 3 clusters Score -221641.9 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -222305.625000 Penalty: 2463.727539
	Iteration 1F: 3 clusters Score -222305.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -222637.765625 Penalty: 2463.727539
	Iteration 2F: 3 clusters Score -222637.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -222870.796875 Penalty: 2463.727539
	Iteration 3F: 3 clusters Score -222870.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -223017.859375 Penalty: 2463.727539
	Iteration 4F: 3 clusters Score -223017.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -223147.890625 Penalty: 2463.727539
	Iteration 5F: 3 clusters Score -223147.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -223254.343750 Penalty: 2463.727539
	Iteration 6Q: 3 clusters Score -223254.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -223336.500000 Penalty: 2463.727539
	Iteration 7Q: 3 clusters Score -223336.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -223391.859375 Penalty: 2463.727539
	Iteration 8Q: 3 clusters Score -223391.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -223420.203125 Penalty: 2463.727539
	Iteration 9Q: 3 clusters Score -223420.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -223444.578125 Penalty: 2463.727539
	Iteration 10Q: 3 clusters Score -223444.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -223462.265625 Penalty: 2463.727539
	Iteration 11Q: 3 clusters Score -223462.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -223473.937500 Penalty: 2463.727539
	Iteration 12Q: 3 clusters Score -223473.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -223485.718750 Penalty: 2463.727539
	Iteration 13Q: 3 clusters Score -223485.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -223496.375000 Penalty: 2463.727539
	Iteration 14Q: 3 clusters Score -223496.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -223502.187500 Penalty: 2463.727539
	Iteration 15Q: 3 clusters Score -223502.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -223503.453125 Penalty: 2463.727539
	Iteration 16Q: 3 clusters Score -223503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -223504.937500 Penalty: 2463.727539
	Iteration 17Q: 3 clusters Score -223504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -223506.531250 Penalty: 2463.727539
	Iteration 18Q: 3 clusters Score -223506.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -223508.515625 Penalty: 2463.727539
	Iteration 19Q: 3 clusters Score -223508.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -223508.515625 Penalty: 2463.727539
	Iteration 20F: 3 clusters Score -223508.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Entering Unmasked Estep 
Score: -159817.000000 Penalty: 1162.498047
	Iteration 0F: 2 clusters Score -159817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -158168.828125 Penalty: 2324.996094
	Iteration 0F: 3 clusters Score -158168.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -158489.328125 Penalty: 2324.996094
	Iteration 1F: 3 clusters Score -158489.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -158567.890625 Penalty: 2324.996094
	Iteration 2F: 3 clusters Score -158567.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -158606.250000 Penalty: 2324.996094
	Iteration 3Q: 3 clusters Score -158606.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -158636.140625 Penalty: 2324.996094
	Iteration 4Q: 3 clusters Score -158636.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -158655.562500 Penalty: 2324.996094
	Iteration 5Q: 3 clusters Score -158655.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -158664.906250 Penalty: 2324.996094
	Iteration 6Q: 3 clusters Score -158664.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -158672.546875 Penalty: 2324.996094
	Iteration 7Q: 3 clusters Score -158672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -158676.218750 Penalty: 2324.996094
	Iteration 8Q: 3 clusters Score -158676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -158683.531250 Penalty: 2324.996094
	Iteration 9Q: 3 clusters Score -158683.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -158688.375000 Penalty: 2324.996094
	Iteration 10Q: 3 clusters Score -158688.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -158692.578125 Penalty: 2324.996094
	Iteration 11Q: 3 clusters Score -158692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -158694.703125 Penalty: 2324.996094
	Iteration 12Q: 3 clusters Score -158694.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -158695.500000 Penalty: 2324.996094
	Iteration 13Q: 3 clusters Score -158695.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -158695.500000 Penalty: 2324.996094
	Iteration 14F: 3 clusters Score -158695.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Entering Unmasked Estep 
Score: -1245659.875000 Penalty: 1495.963745
	Iteration 0F: 2 clusters Score -1245660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1238595.500000 Penalty: 2991.927490
	Iteration 0F: 3 clusters Score -1238596 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1240812.000000 Penalty: 2991.927490
	Iteration 1F: 3 clusters Score -1240812 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1241003.875000 Penalty: 2991.927490
	Iteration 2F: 3 clusters Score -1241004 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1241168.500000 Penalty: 2991.927490
	Iteration 3Q: 3 clusters Score -1241168 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1241311.125000 Penalty: 2991.927490
	Iteration 4Q: 3 clusters Score -1241311 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1241422.750000 Penalty: 2991.927490
	Iteration 5Q: 3 clusters Score -1241423 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1241498.000000 Penalty: 2991.927490
	Iteration 6Q: 3 clusters Score -1241498 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1241576.875000 Penalty: 2991.927490
	Iteration 7Q: 3 clusters Score -1241577 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1241646.000000 Penalty: 2991.927490
	Iteration 8Q: 3 clusters Score -1241646 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1241695.625000 Penalty: 2991.927490
	Iteration 9Q: 3 clusters Score -1241696 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1241739.625000 Penalty: 2991.927490
	Iteration 10Q: 3 clusters Score -1241740 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1241789.625000 Penalty: 2991.927490
	Iteration 11Q: 3 clusters Score -1241790 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1241833.375000 Penalty: 2991.927490
	Iteration 12Q: 3 clusters Score -1241833 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1241885.625000 Penalty: 2991.927490
	Iteration 13Q: 3 clusters Score -1241886 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1241952.375000 Penalty: 2991.927490
	Iteration 14Q: 3 clusters Score -1241952 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1242022.000000 Penalty: 2991.927490
	Iteration 15Q: 3 clusters Score -1242022 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1242115.500000 Penalty: 2991.927490
	Iteration 16Q: 3 clusters Score -1242116 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1242243.750000 Penalty: 2991.927490
	Iteration 17Q: 3 clusters Score -1242244 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1242405.625000 Penalty: 2991.927490
	Iteration 18Q: 3 clusters Score -1242406 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1242660.000000 Penalty: 2991.927490
	Iteration 19Q: 3 clusters Score -1242660 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1242961.125000 Penalty: 2991.927490
	Iteration 20F: 3 clusters Score -1242961 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1243286.375000 Penalty: 2991.927490
	Iteration 21Q: 3 clusters Score -1243286 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1243589.625000 Penalty: 2991.927490
	Iteration 22Q: 3 clusters Score -1243590 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1243823.125000 Penalty: 2991.927490
	Iteration 23Q: 3 clusters Score -1243823 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1244013.875000 Penalty: 2991.927490
	Iteration 24Q: 3 clusters Score -1244014 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1244137.875000 Penalty: 2991.927490
	Iteration 25Q: 3 clusters Score -1244138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1244217.000000 Penalty: 2991.927490
	Iteration 26Q: 3 clusters Score -1244217 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1244271.000000 Penalty: 2991.927490
	Iteration 27Q: 3 clusters Score -1244271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1244295.500000 Penalty: 2991.927490
	Iteration 28Q: 3 clusters Score -1244296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1244319.500000 Penalty: 2991.927490
	Iteration 29Q: 3 clusters Score -1244320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1244336.125000 Penalty: 2991.927490
	Iteration 30Q: 3 clusters Score -1244336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1244344.000000 Penalty: 2991.927490
	Iteration 31Q: 3 clusters Score -1244344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1244352.500000 Penalty: 2991.927490
	Iteration 32Q: 3 clusters Score -1244352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1244354.000000 Penalty: 2991.927490
	Iteration 33Q: 3 clusters Score -1244354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1244355.375000 Penalty: 2991.927490
	Iteration 34Q: 3 clusters Score -1244355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1244355.625000 Penalty: 2991.927490
	Iteration 35Q: 3 clusters Score -1244356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1244354.875000 Penalty: 2991.927490
	Iteration 36Q: 3 clusters Score -1244355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1244354.875000 Penalty: 2991.927490
	Iteration 37F: 3 clusters Score -1244355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Entering Unmasked Estep 
Score: -533181.687500 Penalty: 1363.492310
	Iteration 0F: 2 clusters Score -533181.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -529561.750000 Penalty: 2726.984619
	Iteration 0F: 3 clusters Score -529561.8 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -530535.000000 Penalty: 2726.984619
	Iteration 1F: 3 clusters Score -530535 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -530822.125000 Penalty: 2726.984619
	Iteration 2F: 3 clusters Score -530822.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -531177.625000 Penalty: 2726.984619
	Iteration 3F: 3 clusters Score -531177.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -531551.375000 Penalty: 2726.984619
	Iteration 4F: 3 clusters Score -531551.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -531950.562500 Penalty: 2726.984619
	Iteration 5F: 3 clusters Score -531950.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -532341.812500 Penalty: 2726.984619
	Iteration 6F: 3 clusters Score -532341.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -532729.000000 Penalty: 2726.984619
	Iteration 7F: 3 clusters Score -532729 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -533022.625000 Penalty: 2726.984619
	Iteration 8Q: 3 clusters Score -533022.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -533154.062500 Penalty: 2726.984619
	Iteration 9Q: 3 clusters Score -533154.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -533196.312500 Penalty: 2726.984619
	Iteration 10Q: 3 clusters Score -533196.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -533211.312500 Penalty: 2726.984619
	Iteration 11Q: 3 clusters Score -533211.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -533221.500000 Penalty: 2726.984619
	Iteration 12Q: 3 clusters Score -533221.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -533225.250000 Penalty: 2726.984619
	Iteration 13Q: 3 clusters Score -533225.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -533227.875000 Penalty: 2726.984619
	Iteration 14Q: 3 clusters Score -533227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -533230.750000 Penalty: 2726.984619
	Iteration 15Q: 3 clusters Score -533230.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -533232.000000 Penalty: 2726.984619
	Iteration 16Q: 3 clusters Score -533232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -533232.000000 Penalty: 2726.984619
	Iteration 17F: 3 clusters Score -533232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 1073 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46438 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13364 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10269 members 
Mstep: Class 17 contains 60394 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 34285 members 
Mstep: Class 21 contains 31403 members 
Mstep: Class 22 contains 8129 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 1377 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11211 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 381 members 
Mstep: Class 33 contains 14486 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69615 members 
Mstep: Class 40 contains 3333 members 
Entering Unmasked Estep 
Score: -48245820.000000 Penalty: 83877.523438
Splitting cluster 4 changes total score from -48246648.000000 to -48245820.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Entering Unmasked Estep 
Score: -971598.125000 Penalty: 1458.642578
	Iteration 0F: 2 clusters Score -971598.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -965743.125000 Penalty: 2917.285156
	Iteration 0F: 3 clusters Score -965743.1 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -967505.125000 Penalty: 2917.285156
	Iteration 1F: 3 clusters Score -967505.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -967764.875000 Penalty: 2917.285156
	Iteration 2F: 3 clusters Score -967764.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -967971.750000 Penalty: 2917.285156
	Iteration 3F: 3 clusters Score -967971.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -968168.625000 Penalty: 2917.285156
	Iteration 4Q: 3 clusters Score -968168.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -968377.250000 Penalty: 2917.285156
	Iteration 5Q: 3 clusters Score -968377.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -968583.625000 Penalty: 2917.285156
	Iteration 6Q: 3 clusters Score -968583.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -968805.250000 Penalty: 2917.285156
	Iteration 7Q: 3 clusters Score -968805.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -969056.875000 Penalty: 2917.285156
	Iteration 8Q: 3 clusters Score -969056.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -969337.812500 Penalty: 2917.285156
	Iteration 9Q: 3 clusters Score -969337.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -969668.375000 Penalty: 2917.285156
	Iteration 10Q: 3 clusters Score -969668.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -969973.375000 Penalty: 2917.285156
	Iteration 11Q: 3 clusters Score -969973.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -970243.750000 Penalty: 2917.285156
	Iteration 12Q: 3 clusters Score -970243.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -970432.437500 Penalty: 2917.285156
	Iteration 13Q: 3 clusters Score -970432.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -970557.250000 Penalty: 2917.285156
	Iteration 14Q: 3 clusters Score -970557.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -970641.562500 Penalty: 2917.285156
	Iteration 15Q: 3 clusters Score -970641.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -970701.500000 Penalty: 2917.285156
	Iteration 16Q: 3 clusters Score -970701.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -970741.125000 Penalty: 2917.285156
	Iteration 17Q: 3 clusters Score -970741.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -970759.500000 Penalty: 2917.285156
	Iteration 18Q: 3 clusters Score -970759.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -970773.312500 Penalty: 2917.285156
	Iteration 19Q: 3 clusters Score -970773.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -970781.312500 Penalty: 2917.285156
	Iteration 20F: 3 clusters Score -970781.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -970784.812500 Penalty: 2917.285156
	Iteration 21Q: 3 clusters Score -970784.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -970790.375000 Penalty: 2917.285156
	Iteration 22Q: 3 clusters Score -970790.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -970793.437500 Penalty: 2917.285156
	Iteration 23Q: 3 clusters Score -970793.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -970799.437500 Penalty: 2917.285156
	Iteration 24Q: 3 clusters Score -970799.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -970798.750000 Penalty: 2917.285156
	Iteration 25Q: 3 clusters Score -970798.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -970800.812500 Penalty: 2917.285156
	Iteration 26Q: 3 clusters Score -970800.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -970804.500000 Penalty: 2917.285156
	Iteration 27Q: 3 clusters Score -970804.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -970809.312500 Penalty: 2917.285156
	Iteration 28Q: 3 clusters Score -970809.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -970811.187500 Penalty: 2917.285156
	Iteration 29Q: 3 clusters Score -970811.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -970813.625000 Penalty: 2917.285156
	Iteration 30Q: 3 clusters Score -970813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -970813.750000 Penalty: 2917.285156
	Iteration 31Q: 3 clusters Score -970813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -970816.500000 Penalty: 2917.285156
	Iteration 32Q: 3 clusters Score -970816.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -970817.062500 Penalty: 2917.285156
	Iteration 33Q: 3 clusters Score -970817.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -970817.187500 Penalty: 2917.285156
	Iteration 34Q: 3 clusters Score -970817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -970818.375000 Penalty: 2917.285156
	Iteration 35Q: 3 clusters Score -970818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -970819.812500 Penalty: 2917.285156
	Iteration 36Q: 3 clusters Score -970819.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -970820.062500 Penalty: 2917.285156
	Iteration 37Q: 3 clusters Score -970820.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -970820.375000 Penalty: 2917.285156
	Iteration 38Q: 3 clusters Score -970820.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -970820.062500 Penalty: 2917.285156
	Iteration 39Q: 3 clusters Score -970820.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -970822.375000 Penalty: 2917.285156
	Iteration 40F: 3 clusters Score -970822.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -970821.812500 Penalty: 2917.285156
	Iteration 41Q: 3 clusters Score -970821.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -970821.562500 Penalty: 2917.285156
	Iteration 42Q: 3 clusters Score -970821.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -970822.437500 Penalty: 2917.285156
	Iteration 43Q: 3 clusters Score -970822.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -970821.000000 Penalty: 2917.285156
	Iteration 44Q: 3 clusters Score -970821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -970822.125000 Penalty: 2917.285156
	Iteration 45Q: 3 clusters Score -970822.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -970822.750000 Penalty: 2917.285156
	Iteration 46Q: 3 clusters Score -970822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -970822.687500 Penalty: 2917.285156
	Iteration 47Q: 3 clusters Score -970822.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -970824.250000 Penalty: 2917.285156
	Iteration 48Q: 3 clusters Score -970824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -970824.250000 Penalty: 2917.285156
	Iteration 49F: 3 clusters Score -970824.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -255560.890625 Penalty: 1247.427002
	Iteration 0F: 2 clusters Score -255560.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -253390.218750 Penalty: 2494.854004
	Iteration 0F: 3 clusters Score -253390.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -253849.921875 Penalty: 2494.854004
	Iteration 1F: 3 clusters Score -253849.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -253987.828125 Penalty: 2494.854004
	Iteration 2F: 3 clusters Score -253987.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -254103.328125 Penalty: 2494.854004
	Iteration 3F: 3 clusters Score -254103.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -254209.531250 Penalty: 2494.854004
	Iteration 4F: 3 clusters Score -254209.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -254326.437500 Penalty: 2494.854004
	Iteration 5F: 3 clusters Score -254326.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -254395.812500 Penalty: 2494.854004
	Iteration 6Q: 3 clusters Score -254395.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -254455.500000 Penalty: 2494.854004
	Iteration 7Q: 3 clusters Score -254455.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -254502.281250 Penalty: 2494.854004
	Iteration 8Q: 3 clusters Score -254502.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -254542.984375 Penalty: 2494.854004
	Iteration 9Q: 3 clusters Score -254543 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -254572.515625 Penalty: 2494.854004
	Iteration 10Q: 3 clusters Score -254572.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -254600.640625 Penalty: 2494.854004
	Iteration 11Q: 3 clusters Score -254600.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -254624.187500 Penalty: 2494.854004
	Iteration 12Q: 3 clusters Score -254624.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -254643.656250 Penalty: 2494.854004
	Iteration 13Q: 3 clusters Score -254643.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -254659.093750 Penalty: 2494.854004
	Iteration 14Q: 3 clusters Score -254659.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -254667.437500 Penalty: 2494.854004
	Iteration 15Q: 3 clusters Score -254667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -254672.875000 Penalty: 2494.854004
	Iteration 16Q: 3 clusters Score -254672.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -254676.406250 Penalty: 2494.854004
	Iteration 17Q: 3 clusters Score -254676.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -254680.312500 Penalty: 2494.854004
	Iteration 18Q: 3 clusters Score -254680.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -254680.953125 Penalty: 2494.854004
	Iteration 19Q: 3 clusters Score -254681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -254681.156250 Penalty: 2494.854004
	Iteration 20F: 3 clusters Score -254681.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -254681.468750 Penalty: 2494.854004
	Iteration 21Q: 3 clusters Score -254681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -254681.812500 Penalty: 2494.854004
	Iteration 22Q: 3 clusters Score -254681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -254682.531250 Penalty: 2494.854004
	Iteration 23Q: 3 clusters Score -254682.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -254683.359375 Penalty: 2494.854004
	Iteration 24Q: 3 clusters Score -254683.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -254684.312500 Penalty: 2494.854004
	Iteration 25Q: 3 clusters Score -254684.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -254684.312500 Penalty: 2494.854004
	Iteration 26F: 3 clusters Score -254684.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Entering Unmasked Estep 
Score: -5713749.000000 Penalty: 1746.204468
	Iteration 0F: 2 clusters Score -5713749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -5682848.000000 Penalty: 3492.408936
	Iteration 0F: 3 clusters Score -5682848 nChanged 21639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -5695627.500000 Penalty: 3492.408936
	Iteration 1F: 3 clusters Score -5695628 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -5696653.500000 Penalty: 3492.408936
	Iteration 2F: 3 clusters Score -5696654 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -5698092.000000 Penalty: 3492.408936
	Iteration 3F: 3 clusters Score -5698092 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -5699950.500000 Penalty: 3492.408936
	Iteration 4F: 3 clusters Score -5699950 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -5702016.000000 Penalty: 3492.408936
	Iteration 5F: 3 clusters Score -5702016 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -5703925.500000 Penalty: 3492.408936
	Iteration 6F: 3 clusters Score -5703926 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -5705652.000000 Penalty: 3492.408936
	Iteration 7F: 3 clusters Score -5705652 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -5707158.500000 Penalty: 3492.408936
	Iteration 8Q: 3 clusters Score -5707158 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -5708463.000000 Penalty: 3492.408936
	Iteration 9Q: 3 clusters Score -5708463 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -5709617.500000 Penalty: 3492.408936
	Iteration 10Q: 3 clusters Score -5709618 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5710555.500000 Penalty: 3492.408936
	Iteration 11Q: 3 clusters Score -5710556 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5711257.500000 Penalty: 3492.408936
	Iteration 12Q: 3 clusters Score -5711258 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5711687.500000 Penalty: 3492.408936
	Iteration 13Q: 3 clusters Score -5711688 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5711907.000000 Penalty: 3492.408936
	Iteration 14Q: 3 clusters Score -5711907 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -5712023.500000 Penalty: 3492.408936
	Iteration 15Q: 3 clusters Score -5712024 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5712106.000000 Penalty: 3492.408936
	Iteration 16Q: 3 clusters Score -5712106 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5712145.500000 Penalty: 3492.408936
	Iteration 17Q: 3 clusters Score -5712146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5712169.000000 Penalty: 3492.408936
	Iteration 18Q: 3 clusters Score -5712169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5712193.000000 Penalty: 3492.408936
	Iteration 19Q: 3 clusters Score -5712193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46134 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5712212.000000 Penalty: 3492.408936
	Iteration 20F: 3 clusters Score -5712212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5712227.500000 Penalty: 3492.408936
	Iteration 21Q: 3 clusters Score -5712228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5712238.000000 Penalty: 3492.408936
	Iteration 22Q: 3 clusters Score -5712238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5712236.000000 Penalty: 3492.408936
	Iteration 23Q: 3 clusters Score -5712236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5712239.000000 Penalty: 3492.408936
	Iteration 24Q: 3 clusters Score -5712239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -5712240.000000 Penalty: 3492.408936
	Iteration 25Q: 3 clusters Score -5712240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5712242.000000 Penalty: 3492.408936
	Iteration 26Q: 3 clusters Score -5712242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5712237.500000 Penalty: 3492.408936
	Iteration 27Q: 3 clusters Score -5712238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46155 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5712237.500000 Penalty: 3492.408936
	Iteration 28F: 3 clusters Score -5712238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -546288.187500 Penalty: 1364.338501
	Iteration 0F: 2 clusters Score -546288.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -542611.312500 Penalty: 2728.677002
	Iteration 0F: 3 clusters Score -542611.3 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -543594.562500 Penalty: 2728.677002
	Iteration 1F: 3 clusters Score -543594.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -543767.625000 Penalty: 2728.677002
	Iteration 2F: 3 clusters Score -543767.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -543881.437500 Penalty: 2728.677002
	Iteration 3F: 3 clusters Score -543881.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -543963.187500 Penalty: 2728.677002
	Iteration 4Q: 3 clusters Score -543963.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -544025.625000 Penalty: 2728.677002
	Iteration 5Q: 3 clusters Score -544025.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -544072.000000 Penalty: 2728.677002
	Iteration 6Q: 3 clusters Score -544072 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -544104.312500 Penalty: 2728.677002
	Iteration 7Q: 3 clusters Score -544104.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -544134.187500 Penalty: 2728.677002
	Iteration 8Q: 3 clusters Score -544134.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -544160.312500 Penalty: 2728.677002
	Iteration 9Q: 3 clusters Score -544160.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -544184.437500 Penalty: 2728.677002
	Iteration 10Q: 3 clusters Score -544184.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -544205.062500 Penalty: 2728.677002
	Iteration 11Q: 3 clusters Score -544205.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -544225.312500 Penalty: 2728.677002
	Iteration 12Q: 3 clusters Score -544225.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -544239.812500 Penalty: 2728.677002
	Iteration 13Q: 3 clusters Score -544239.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -544254.562500 Penalty: 2728.677002
	Iteration 14Q: 3 clusters Score -544254.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -544268.875000 Penalty: 2728.677002
	Iteration 15Q: 3 clusters Score -544268.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -544277.000000 Penalty: 2728.677002
	Iteration 16Q: 3 clusters Score -544277 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -544282.562500 Penalty: 2728.677002
	Iteration 17Q: 3 clusters Score -544282.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -544288.375000 Penalty: 2728.677002
	Iteration 18Q: 3 clusters Score -544288.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -544291.187500 Penalty: 2728.677002
	Iteration 19Q: 3 clusters Score -544291.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -544295.187500 Penalty: 2728.677002
	Iteration 20F: 3 clusters Score -544295.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -544298.125000 Penalty: 2728.677002
	Iteration 21Q: 3 clusters Score -544298.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -544303.000000 Penalty: 2728.677002
	Iteration 22Q: 3 clusters Score -544303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -544307.500000 Penalty: 2728.677002
	Iteration 23Q: 3 clusters Score -544307.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -544311.312500 Penalty: 2728.677002
	Iteration 24Q: 3 clusters Score -544311.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -544314.375000 Penalty: 2728.677002
	Iteration 25Q: 3 clusters Score -544314.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -544316.250000 Penalty: 2728.677002
	Iteration 26Q: 3 clusters Score -544316.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -544318.125000 Penalty: 2728.677002
	Iteration 27Q: 3 clusters Score -544318.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -544321.312500 Penalty: 2728.677002
	Iteration 28Q: 3 clusters Score -544321.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -544324.937500 Penalty: 2728.677002
	Iteration 29Q: 3 clusters Score -544324.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -544325.937500 Penalty: 2728.677002
	Iteration 30Q: 3 clusters Score -544325.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -544330.562500 Penalty: 2728.677002
	Iteration 31Q: 3 clusters Score -544330.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -544333.937500 Penalty: 2728.677002
	Iteration 32Q: 3 clusters Score -544333.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -544337.750000 Penalty: 2728.677002
	Iteration 33Q: 3 clusters Score -544337.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -544341.687500 Penalty: 2728.677002
	Iteration 34Q: 3 clusters Score -544341.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -544347.312500 Penalty: 2728.677002
	Iteration 35Q: 3 clusters Score -544347.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -544355.125000 Penalty: 2728.677002
	Iteration 36Q: 3 clusters Score -544355.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -544357.562500 Penalty: 2728.677002
	Iteration 37Q: 3 clusters Score -544357.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -544363.375000 Penalty: 2728.677002
	Iteration 38Q: 3 clusters Score -544363.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -544371.375000 Penalty: 2728.677002
	Iteration 39Q: 3 clusters Score -544371.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -544375.875000 Penalty: 2728.677002
	Iteration 40F: 3 clusters Score -544375.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -544383.812500 Penalty: 2728.677002
	Iteration 41Q: 3 clusters Score -544383.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -544393.437500 Penalty: 2728.677002
	Iteration 42Q: 3 clusters Score -544393.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -544404.437500 Penalty: 2728.677002
	Iteration 43Q: 3 clusters Score -544404.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -544417.875000 Penalty: 2728.677002
	Iteration 44Q: 3 clusters Score -544417.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -544431.000000 Penalty: 2728.677002
	Iteration 45Q: 3 clusters Score -544431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -544444.625000 Penalty: 2728.677002
	Iteration 46Q: 3 clusters Score -544444.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -544464.812500 Penalty: 2728.677002
	Iteration 47Q: 3 clusters Score -544464.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -544486.562500 Penalty: 2728.677002
	Iteration 48Q: 3 clusters Score -544486.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -544507.125000 Penalty: 2728.677002
	Iteration 49Q: 3 clusters Score -544507.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -544532.062500 Penalty: 2728.677002
	Iteration 50Q: 3 clusters Score -544532.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -544555.562500 Penalty: 2728.677002
	Iteration 51Q: 3 clusters Score -544555.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -544581.937500 Penalty: 2728.677002
	Iteration 52Q: 3 clusters Score -544581.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -544621.812500 Penalty: 2728.677002
	Iteration 53Q: 3 clusters Score -544621.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -544669.187500 Penalty: 2728.677002
	Iteration 54Q: 3 clusters Score -544669.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -544710.437500 Penalty: 2728.677002
	Iteration 55Q: 3 clusters Score -544710.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -544740.062500 Penalty: 2728.677002
	Iteration 56Q: 3 clusters Score -544740.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -544769.625000 Penalty: 2728.677002
	Iteration 57Q: 3 clusters Score -544769.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -544800.125000 Penalty: 2728.677002
	Iteration 58Q: 3 clusters Score -544800.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -544829.750000 Penalty: 2728.677002
	Iteration 59Q: 3 clusters Score -544829.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -544856.375000 Penalty: 2728.677002
	Iteration 60F: 3 clusters Score -544856.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -544876.812500 Penalty: 2728.677002
	Iteration 61Q: 3 clusters Score -544876.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -544899.687500 Penalty: 2728.677002
	Iteration 62Q: 3 clusters Score -544899.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -544927.312500 Penalty: 2728.677002
	Iteration 63Q: 3 clusters Score -544927.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -544950.312500 Penalty: 2728.677002
	Iteration 64Q: 3 clusters Score -544950.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -544973.000000 Penalty: 2728.677002
	Iteration 65Q: 3 clusters Score -544973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -544998.812500 Penalty: 2728.677002
	Iteration 66Q: 3 clusters Score -544998.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -545025.812500 Penalty: 2728.677002
	Iteration 67Q: 3 clusters Score -545025.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -545054.375000 Penalty: 2728.677002
	Iteration 68Q: 3 clusters Score -545054.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -545079.187500 Penalty: 2728.677002
	Iteration 69Q: 3 clusters Score -545079.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -545095.000000 Penalty: 2728.677002
	Iteration 70Q: 3 clusters Score -545095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -545101.812500 Penalty: 2728.677002
	Iteration 71Q: 3 clusters Score -545101.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -545107.500000 Penalty: 2728.677002
	Iteration 72Q: 3 clusters Score -545107.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -545111.562500 Penalty: 2728.677002
	Iteration 73Q: 3 clusters Score -545111.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -545114.812500 Penalty: 2728.677002
	Iteration 74Q: 3 clusters Score -545114.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -545118.750000 Penalty: 2728.677002
	Iteration 75Q: 3 clusters Score -545118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -545121.125000 Penalty: 2728.677002
	Iteration 76Q: 3 clusters Score -545121.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -545123.187500 Penalty: 2728.677002
	Iteration 77Q: 3 clusters Score -545123.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -545124.250000 Penalty: 2728.677002
	Iteration 78Q: 3 clusters Score -545124.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -545124.250000 Penalty: 2728.677002
	Iteration 79Q: 3 clusters Score -545124.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -545124.937500 Penalty: 2728.677002
	Iteration 80F: 3 clusters Score -545124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -545126.000000 Penalty: 2728.677002
	Iteration 81Q: 3 clusters Score -545126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -545126.875000 Penalty: 2728.677002
	Iteration 82Q: 3 clusters Score -545126.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -545127.812500 Penalty: 2728.677002
	Iteration 83Q: 3 clusters Score -545127.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -545130.687500 Penalty: 2728.677002
	Iteration 84Q: 3 clusters Score -545130.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -545133.375000 Penalty: 2728.677002
	Iteration 85Q: 3 clusters Score -545133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -545134.562500 Penalty: 2728.677002
	Iteration 86Q: 3 clusters Score -545134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -545134.750000 Penalty: 2728.677002
	Iteration 87Q: 3 clusters Score -545134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -545135.562500 Penalty: 2728.677002
	Iteration 88Q: 3 clusters Score -545135.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -545135.562500 Penalty: 2728.677002
	Iteration 89F: 3 clusters Score -545135.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Entering Unmasked Estep 
Score: -476094.718750 Penalty: 1342.875366
	Iteration 0F: 2 clusters Score -476094.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -472820.500000 Penalty: 2685.750732
	Iteration 0F: 3 clusters Score -472820.5 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -473654.875000 Penalty: 2685.750732
	Iteration 1F: 3 clusters Score -473654.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -473853.718750 Penalty: 2685.750732
	Iteration 2F: 3 clusters Score -473853.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -474013.906250 Penalty: 2685.750732
	Iteration 3F: 3 clusters Score -474013.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -474138.843750 Penalty: 2685.750732
	Iteration 4Q: 3 clusters Score -474138.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -474238.750000 Penalty: 2685.750732
	Iteration 5Q: 3 clusters Score -474238.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -474296.843750 Penalty: 2685.750732
	Iteration 6Q: 3 clusters Score -474296.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -474341.000000 Penalty: 2685.750732
	Iteration 7Q: 3 clusters Score -474341 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -474378.562500 Penalty: 2685.750732
	Iteration 8Q: 3 clusters Score -474378.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -474407.218750 Penalty: 2685.750732
	Iteration 9Q: 3 clusters Score -474407.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -474424.593750 Penalty: 2685.750732
	Iteration 10Q: 3 clusters Score -474424.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -474442.656250 Penalty: 2685.750732
	Iteration 11Q: 3 clusters Score -474442.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -474468.406250 Penalty: 2685.750732
	Iteration 12Q: 3 clusters Score -474468.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -474495.406250 Penalty: 2685.750732
	Iteration 13Q: 3 clusters Score -474495.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -474512.968750 Penalty: 2685.750732
	Iteration 14Q: 3 clusters Score -474513 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -474535.093750 Penalty: 2685.750732
	Iteration 15Q: 3 clusters Score -474535.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -474561.750000 Penalty: 2685.750732
	Iteration 16Q: 3 clusters Score -474561.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -474589.281250 Penalty: 2685.750732
	Iteration 17Q: 3 clusters Score -474589.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -474612.875000 Penalty: 2685.750732
	Iteration 18Q: 3 clusters Score -474612.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -474633.312500 Penalty: 2685.750732
	Iteration 19Q: 3 clusters Score -474633.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -474650.656250 Penalty: 2685.750732
	Iteration 20F: 3 clusters Score -474650.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -474663.781250 Penalty: 2685.750732
	Iteration 21Q: 3 clusters Score -474663.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -474676.062500 Penalty: 2685.750732
	Iteration 22Q: 3 clusters Score -474676.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -474683.312500 Penalty: 2685.750732
	Iteration 23Q: 3 clusters Score -474683.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -474692.968750 Penalty: 2685.750732
	Iteration 24Q: 3 clusters Score -474693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -474702.656250 Penalty: 2685.750732
	Iteration 25Q: 3 clusters Score -474702.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -474706.562500 Penalty: 2685.750732
	Iteration 26Q: 3 clusters Score -474706.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -474712.312500 Penalty: 2685.750732
	Iteration 27Q: 3 clusters Score -474712.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -474717.531250 Penalty: 2685.750732
	Iteration 28Q: 3 clusters Score -474717.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -474723.687500 Penalty: 2685.750732
	Iteration 29Q: 3 clusters Score -474723.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -474731.562500 Penalty: 2685.750732
	Iteration 30Q: 3 clusters Score -474731.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -474739.875000 Penalty: 2685.750732
	Iteration 31Q: 3 clusters Score -474739.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -474745.343750 Penalty: 2685.750732
	Iteration 32Q: 3 clusters Score -474745.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -474752.031250 Penalty: 2685.750732
	Iteration 33Q: 3 clusters Score -474752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -474760.125000 Penalty: 2685.750732
	Iteration 34Q: 3 clusters Score -474760.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -474773.750000 Penalty: 2685.750732
	Iteration 35Q: 3 clusters Score -474773.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -474785.718750 Penalty: 2685.750732
	Iteration 36Q: 3 clusters Score -474785.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -474804.781250 Penalty: 2685.750732
	Iteration 37Q: 3 clusters Score -474804.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -474818.156250 Penalty: 2685.750732
	Iteration 38Q: 3 clusters Score -474818.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -474832.093750 Penalty: 2685.750732
	Iteration 39Q: 3 clusters Score -474832.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -474838.781250 Penalty: 2685.750732
	Iteration 40F: 3 clusters Score -474838.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -474840.375000 Penalty: 2685.750732
	Iteration 41Q: 3 clusters Score -474840.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -474841.812500 Penalty: 2685.750732
	Iteration 42Q: 3 clusters Score -474841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -474842.687500 Penalty: 2685.750732
	Iteration 43Q: 3 clusters Score -474842.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -474844.843750 Penalty: 2685.750732
	Iteration 44Q: 3 clusters Score -474844.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -474846.187500 Penalty: 2685.750732
	Iteration 45Q: 3 clusters Score -474846.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -474850.156250 Penalty: 2685.750732
	Iteration 46Q: 3 clusters Score -474850.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -474856.812500 Penalty: 2685.750732
	Iteration 47Q: 3 clusters Score -474856.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -474862.000000 Penalty: 2685.750732
	Iteration 48Q: 3 clusters Score -474862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -474864.687500 Penalty: 2685.750732
	Iteration 49Q: 3 clusters Score -474864.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -474868.937500 Penalty: 2685.750732
	Iteration 50Q: 3 clusters Score -474868.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -474872.937500 Penalty: 2685.750732
	Iteration 51Q: 3 clusters Score -474872.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -474880.187500 Penalty: 2685.750732
	Iteration 52Q: 3 clusters Score -474880.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -474883.531250 Penalty: 2685.750732
	Iteration 53Q: 3 clusters Score -474883.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -474888.656250 Penalty: 2685.750732
	Iteration 54Q: 3 clusters Score -474888.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -474892.125000 Penalty: 2685.750732
	Iteration 55Q: 3 clusters Score -474892.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -474893.968750 Penalty: 2685.750732
	Iteration 56Q: 3 clusters Score -474894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -474896.468750 Penalty: 2685.750732
	Iteration 57Q: 3 clusters Score -474896.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -474898.500000 Penalty: 2685.750732
	Iteration 58Q: 3 clusters Score -474898.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -474899.437500 Penalty: 2685.750732
	Iteration 59Q: 3 clusters Score -474899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -474899.468750 Penalty: 2685.750732
	Iteration 60F: 3 clusters Score -474899.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -474900.343750 Penalty: 2685.750732
	Iteration 61Q: 3 clusters Score -474900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -474901.625000 Penalty: 2685.750732
	Iteration 62Q: 3 clusters Score -474901.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -474902.875000 Penalty: 2685.750732
	Iteration 63Q: 3 clusters Score -474902.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -474902.875000 Penalty: 2685.750732
	Iteration 64F: 3 clusters Score -474902.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Entering Unmasked Estep 
Score: -372623.218750 Penalty: 1302.006836
	Iteration 0F: 2 clusters Score -372623.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -369874.093750 Penalty: 2604.013672
	Iteration 0F: 3 clusters Score -369874.1 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -370600.156250 Penalty: 2604.013672
	Iteration 1F: 3 clusters Score -370600.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -370779.375000 Penalty: 2604.013672
	Iteration 2F: 3 clusters Score -370779.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -370869.875000 Penalty: 2604.013672
	Iteration 3F: 3 clusters Score -370869.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -370938.468750 Penalty: 2604.013672
	Iteration 4Q: 3 clusters Score -370938.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -370976.156250 Penalty: 2604.013672
	Iteration 5Q: 3 clusters Score -370976.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -371002.000000 Penalty: 2604.013672
	Iteration 6Q: 3 clusters Score -371002 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -371029.468750 Penalty: 2604.013672
	Iteration 7Q: 3 clusters Score -371029.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -371059.437500 Penalty: 2604.013672
	Iteration 8Q: 3 clusters Score -371059.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -371085.937500 Penalty: 2604.013672
	Iteration 9Q: 3 clusters Score -371085.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -371104.781250 Penalty: 2604.013672
	Iteration 10Q: 3 clusters Score -371104.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -371122.781250 Penalty: 2604.013672
	Iteration 11Q: 3 clusters Score -371122.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -371138.906250 Penalty: 2604.013672
	Iteration 12Q: 3 clusters Score -371138.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -371155.875000 Penalty: 2604.013672
	Iteration 13Q: 3 clusters Score -371155.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -371173.875000 Penalty: 2604.013672
	Iteration 14Q: 3 clusters Score -371173.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -371194.531250 Penalty: 2604.013672
	Iteration 15Q: 3 clusters Score -371194.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -371215.031250 Penalty: 2604.013672
	Iteration 16Q: 3 clusters Score -371215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -371231.718750 Penalty: 2604.013672
	Iteration 17Q: 3 clusters Score -371231.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -371254.593750 Penalty: 2604.013672
	Iteration 18Q: 3 clusters Score -371254.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -371294.281250 Penalty: 2604.013672
	Iteration 19Q: 3 clusters Score -371294.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -371322.875000 Penalty: 2604.013672
	Iteration 20F: 3 clusters Score -371322.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -371347.625000 Penalty: 2604.013672
	Iteration 21Q: 3 clusters Score -371347.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -371374.031250 Penalty: 2604.013672
	Iteration 22Q: 3 clusters Score -371374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -371409.281250 Penalty: 2604.013672
	Iteration 23Q: 3 clusters Score -371409.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -371443.875000 Penalty: 2604.013672
	Iteration 24Q: 3 clusters Score -371443.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -371478.000000 Penalty: 2604.013672
	Iteration 25Q: 3 clusters Score -371478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -371502.375000 Penalty: 2604.013672
	Iteration 26Q: 3 clusters Score -371502.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -371528.375000 Penalty: 2604.013672
	Iteration 27Q: 3 clusters Score -371528.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -371558.843750 Penalty: 2604.013672
	Iteration 28Q: 3 clusters Score -371558.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -371580.875000 Penalty: 2604.013672
	Iteration 29Q: 3 clusters Score -371580.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -371608.093750 Penalty: 2604.013672
	Iteration 30Q: 3 clusters Score -371608.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -371647.875000 Penalty: 2604.013672
	Iteration 31Q: 3 clusters Score -371647.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -371674.656250 Penalty: 2604.013672
	Iteration 32Q: 3 clusters Score -371674.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -371685.500000 Penalty: 2604.013672
	Iteration 33Q: 3 clusters Score -371685.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -371689.375000 Penalty: 2604.013672
	Iteration 34Q: 3 clusters Score -371689.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -371691.812500 Penalty: 2604.013672
	Iteration 35Q: 3 clusters Score -371691.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -371695.343750 Penalty: 2604.013672
	Iteration 36Q: 3 clusters Score -371695.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -371697.500000 Penalty: 2604.013672
	Iteration 37Q: 3 clusters Score -371697.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -371698.250000 Penalty: 2604.013672
	Iteration 38Q: 3 clusters Score -371698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -371699.312500 Penalty: 2604.013672
	Iteration 39Q: 3 clusters Score -371699.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -371700.531250 Penalty: 2604.013672
	Iteration 40F: 3 clusters Score -371700.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -371700.187500 Penalty: 2604.013672
	Iteration 41Q: 3 clusters Score -371700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -371701.093750 Penalty: 2604.013672
	Iteration 42Q: 3 clusters Score -371701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -371701.781250 Penalty: 2604.013672
	Iteration 43Q: 3 clusters Score -371701.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -371701.781250 Penalty: 2604.013672
	Iteration 44F: 3 clusters Score -371701.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Entering Unmasked Estep 
Score: -369115.593750 Penalty: 1301.845215
	Iteration 0F: 2 clusters Score -369115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -366390.593750 Penalty: 2603.690430
	Iteration 0F: 3 clusters Score -366390.6 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -367096.437500 Penalty: 2603.690430
	Iteration 1F: 3 clusters Score -367096.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -367287.062500 Penalty: 2603.690430
	Iteration 2F: 3 clusters Score -367287.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -367437.406250 Penalty: 2603.690430
	Iteration 3F: 3 clusters Score -367437.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -367576.000000 Penalty: 2603.690430
	Iteration 4F: 3 clusters Score -367576 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -367677.437500 Penalty: 2603.690430
	Iteration 5Q: 3 clusters Score -367677.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -367774.531250 Penalty: 2603.690430
	Iteration 6Q: 3 clusters Score -367774.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -367852.093750 Penalty: 2603.690430
	Iteration 7Q: 3 clusters Score -367852.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -367911.281250 Penalty: 2603.690430
	Iteration 8Q: 3 clusters Score -367911.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -367960.031250 Penalty: 2603.690430
	Iteration 9Q: 3 clusters Score -367960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -367999.562500 Penalty: 2603.690430
	Iteration 10Q: 3 clusters Score -367999.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -368033.093750 Penalty: 2603.690430
	Iteration 11Q: 3 clusters Score -368033.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -368059.000000 Penalty: 2603.690430
	Iteration 12Q: 3 clusters Score -368059 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -368081.531250 Penalty: 2603.690430
	Iteration 13Q: 3 clusters Score -368081.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -368106.812500 Penalty: 2603.690430
	Iteration 14Q: 3 clusters Score -368106.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -368118.500000 Penalty: 2603.690430
	Iteration 15Q: 3 clusters Score -368118.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -368129.406250 Penalty: 2603.690430
	Iteration 16Q: 3 clusters Score -368129.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -368142.937500 Penalty: 2603.690430
	Iteration 17Q: 3 clusters Score -368142.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -368154.812500 Penalty: 2603.690430
	Iteration 18Q: 3 clusters Score -368154.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -368158.062500 Penalty: 2603.690430
	Iteration 19Q: 3 clusters Score -368158.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -368159.718750 Penalty: 2603.690430
	Iteration 20F: 3 clusters Score -368159.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -368161.906250 Penalty: 2603.690430
	Iteration 21Q: 3 clusters Score -368161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -368162.656250 Penalty: 2603.690430
	Iteration 22Q: 3 clusters Score -368162.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -368164.625000 Penalty: 2603.690430
	Iteration 23Q: 3 clusters Score -368164.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -368165.843750 Penalty: 2603.690430
	Iteration 24Q: 3 clusters Score -368165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -368165.812500 Penalty: 2603.690430
	Iteration 25Q: 3 clusters Score -368165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -368166.406250 Penalty: 2603.690430
	Iteration 26Q: 3 clusters Score -368166.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -368166.406250 Penalty: 2603.690430
	Iteration 27F: 3 clusters Score -368166.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -415027.781250 Penalty: 1328.937622
	Iteration 0F: 2 clusters Score -415027.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -411889.937500 Penalty: 2657.875244
	Iteration 0F: 3 clusters Score -411889.9 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -412795.031250 Penalty: 2657.875244
	Iteration 1F: 3 clusters Score -412795 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -412981.687500 Penalty: 2657.875244
	Iteration 2F: 3 clusters Score -412981.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -413086.281250 Penalty: 2657.875244
	Iteration 3F: 3 clusters Score -413086.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -413173.781250 Penalty: 2657.875244
	Iteration 4Q: 3 clusters Score -413173.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -413235.187500 Penalty: 2657.875244
	Iteration 5Q: 3 clusters Score -413235.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -413313.562500 Penalty: 2657.875244
	Iteration 6Q: 3 clusters Score -413313.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -413366.687500 Penalty: 2657.875244
	Iteration 7Q: 3 clusters Score -413366.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -413413.343750 Penalty: 2657.875244
	Iteration 8Q: 3 clusters Score -413413.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -413448.625000 Penalty: 2657.875244
	Iteration 9Q: 3 clusters Score -413448.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -413485.343750 Penalty: 2657.875244
	Iteration 10Q: 3 clusters Score -413485.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -413523.031250 Penalty: 2657.875244
	Iteration 11Q: 3 clusters Score -413523 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -413564.156250 Penalty: 2657.875244
	Iteration 12Q: 3 clusters Score -413564.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -413616.875000 Penalty: 2657.875244
	Iteration 13Q: 3 clusters Score -413616.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -413651.156250 Penalty: 2657.875244
	Iteration 14Q: 3 clusters Score -413651.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -413681.156250 Penalty: 2657.875244
	Iteration 15Q: 3 clusters Score -413681.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -413704.343750 Penalty: 2657.875244
	Iteration 16Q: 3 clusters Score -413704.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -413725.312500 Penalty: 2657.875244
	Iteration 17Q: 3 clusters Score -413725.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -413740.156250 Penalty: 2657.875244
	Iteration 18Q: 3 clusters Score -413740.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -413756.843750 Penalty: 2657.875244
	Iteration 19Q: 3 clusters Score -413756.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -413774.125000 Penalty: 2657.875244
	Iteration 20F: 3 clusters Score -413774.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -413796.468750 Penalty: 2657.875244
	Iteration 21Q: 3 clusters Score -413796.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -413814.937500 Penalty: 2657.875244
	Iteration 22Q: 3 clusters Score -413814.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -413831.843750 Penalty: 2657.875244
	Iteration 23Q: 3 clusters Score -413831.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -413845.093750 Penalty: 2657.875244
	Iteration 24Q: 3 clusters Score -413845.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -413855.187500 Penalty: 2657.875244
	Iteration 25Q: 3 clusters Score -413855.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -413861.687500 Penalty: 2657.875244
	Iteration 26Q: 3 clusters Score -413861.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -413866.875000 Penalty: 2657.875244
	Iteration 27Q: 3 clusters Score -413866.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -413871.437500 Penalty: 2657.875244
	Iteration 28Q: 3 clusters Score -413871.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -413879.031250 Penalty: 2657.875244
	Iteration 29Q: 3 clusters Score -413879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -413884.718750 Penalty: 2657.875244
	Iteration 30Q: 3 clusters Score -413884.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -413890.625000 Penalty: 2657.875244
	Iteration 31Q: 3 clusters Score -413890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -413891.343750 Penalty: 2657.875244
	Iteration 32Q: 3 clusters Score -413891.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -413891.343750 Penalty: 2657.875244
	Iteration 33F: 3 clusters Score -413891.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Entering Unmasked Estep 
Score: -128692.429688 Penalty: 1134.111084
	Iteration 0F: 2 clusters Score -128692.4 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 541 members 
Entering Unmasked Estep 
Score: -127198.546875 Penalty: 2268.222168
	Iteration 0F: 3 clusters Score -127198.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -127445.734375 Penalty: 2268.222168
	Iteration 1F: 3 clusters Score -127445.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -127524.085938 Penalty: 2268.222168
	Iteration 2F: 3 clusters Score -127524.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127567.968750 Penalty: 2268.222168
	Iteration 3Q: 3 clusters Score -127568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -127595.781250 Penalty: 2268.222168
	Iteration 4Q: 3 clusters Score -127595.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -127616.132812 Penalty: 2268.222168
	Iteration 5Q: 3 clusters Score -127616.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -127627.554688 Penalty: 2268.222168
	Iteration 6Q: 3 clusters Score -127627.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -127636.328125 Penalty: 2268.222168
	Iteration 7Q: 3 clusters Score -127636.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -127643.414062 Penalty: 2268.222168
	Iteration 8Q: 3 clusters Score -127643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -127647.218750 Penalty: 2268.222168
	Iteration 9Q: 3 clusters Score -127647.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127648.257812 Penalty: 2268.222168
	Iteration 10Q: 3 clusters Score -127648.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -127652.828125 Penalty: 2268.222168
	Iteration 11Q: 3 clusters Score -127652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -127655.992188 Penalty: 2268.222168
	Iteration 12Q: 3 clusters Score -127656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -127658.273438 Penalty: 2268.222168
	Iteration 13Q: 3 clusters Score -127658.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -127660.500000 Penalty: 2268.222168
	Iteration 14Q: 3 clusters Score -127660.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -127660.500000 Penalty: 2268.222168
	Iteration 15F: 3 clusters Score -127660.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (13364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Entering Unmasked Estep 
Score: -1657707.000000 Penalty: 1543.801880
	Iteration 0F: 2 clusters Score -1657707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1648356.500000 Penalty: 3087.603760
	Iteration 0F: 3 clusters Score -1648356 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1651613.500000 Penalty: 3087.603760
	Iteration 1F: 3 clusters Score -1651614 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1651950.875000 Penalty: 3087.603760
	Iteration 2F: 3 clusters Score -1651951 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1652248.625000 Penalty: 3087.603760
	Iteration 3F: 3 clusters Score -1652249 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1652568.375000 Penalty: 3087.603760
	Iteration 4F: 3 clusters Score -1652568 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1652916.375000 Penalty: 3087.603760
	Iteration 5F: 3 clusters Score -1652916 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1653361.000000 Penalty: 3087.603760
	Iteration 6F: 3 clusters Score -1653361 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1653822.125000 Penalty: 3087.603760
	Iteration 7F: 3 clusters Score -1653822 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1654251.625000 Penalty: 3087.603760
	Iteration 8Q: 3 clusters Score -1654252 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1654673.250000 Penalty: 3087.603760
	Iteration 9Q: 3 clusters Score -1654673 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1655044.250000 Penalty: 3087.603760
	Iteration 10Q: 3 clusters Score -1655044 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1655318.125000 Penalty: 3087.603760
	Iteration 11Q: 3 clusters Score -1655318 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1655502.625000 Penalty: 3087.603760
	Iteration 12Q: 3 clusters Score -1655503 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1655623.000000 Penalty: 3087.603760
	Iteration 13Q: 3 clusters Score -1655623 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1655710.625000 Penalty: 3087.603760
	Iteration 14Q: 3 clusters Score -1655711 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1655765.250000 Penalty: 3087.603760
	Iteration 15Q: 3 clusters Score -1655765 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1655821.500000 Penalty: 3087.603760
	Iteration 16Q: 3 clusters Score -1655822 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1655859.000000 Penalty: 3087.603760
	Iteration 17Q: 3 clusters Score -1655859 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1655894.875000 Penalty: 3087.603760
	Iteration 18Q: 3 clusters Score -1655895 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1655919.375000 Penalty: 3087.603760
	Iteration 19Q: 3 clusters Score -1655919 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1655954.625000 Penalty: 3087.603760
	Iteration 20F: 3 clusters Score -1655955 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1655979.500000 Penalty: 3087.603760
	Iteration 21Q: 3 clusters Score -1655980 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1656015.250000 Penalty: 3087.603760
	Iteration 22Q: 3 clusters Score -1656015 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1656055.125000 Penalty: 3087.603760
	Iteration 23Q: 3 clusters Score -1656055 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1656079.375000 Penalty: 3087.603760
	Iteration 24Q: 3 clusters Score -1656079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1656095.625000 Penalty: 3087.603760
	Iteration 25Q: 3 clusters Score -1656096 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1656108.875000 Penalty: 3087.603760
	Iteration 26Q: 3 clusters Score -1656109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1656117.625000 Penalty: 3087.603760
	Iteration 27Q: 3 clusters Score -1656118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1656132.250000 Penalty: 3087.603760
	Iteration 28Q: 3 clusters Score -1656132 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1656143.750000 Penalty: 3087.603760
	Iteration 29Q: 3 clusters Score -1656144 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1656157.750000 Penalty: 3087.603760
	Iteration 30Q: 3 clusters Score -1656158 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1656167.875000 Penalty: 3087.603760
	Iteration 31Q: 3 clusters Score -1656168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1656181.375000 Penalty: 3087.603760
	Iteration 32Q: 3 clusters Score -1656181 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1656191.375000 Penalty: 3087.603760
	Iteration 33Q: 3 clusters Score -1656191 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1656204.125000 Penalty: 3087.603760
	Iteration 34Q: 3 clusters Score -1656204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1656208.000000 Penalty: 3087.603760
	Iteration 35Q: 3 clusters Score -1656208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1656211.500000 Penalty: 3087.603760
	Iteration 36Q: 3 clusters Score -1656212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1656214.875000 Penalty: 3087.603760
	Iteration 37Q: 3 clusters Score -1656215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1656226.000000 Penalty: 3087.603760
	Iteration 38Q: 3 clusters Score -1656226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1656226.875000 Penalty: 3087.603760
	Iteration 39Q: 3 clusters Score -1656227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1656234.625000 Penalty: 3087.603760
	Iteration 40F: 3 clusters Score -1656235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1656237.000000 Penalty: 3087.603760
	Iteration 41Q: 3 clusters Score -1656237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1656244.000000 Penalty: 3087.603760
	Iteration 42Q: 3 clusters Score -1656244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1656247.500000 Penalty: 3087.603760
	Iteration 43Q: 3 clusters Score -1656248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1656251.375000 Penalty: 3087.603760
	Iteration 44Q: 3 clusters Score -1656251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1656254.375000 Penalty: 3087.603760
	Iteration 45Q: 3 clusters Score -1656254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1656254.625000 Penalty: 3087.603760
	Iteration 46Q: 3 clusters Score -1656255 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1656257.375000 Penalty: 3087.603760
	Iteration 47Q: 3 clusters Score -1656257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1656256.125000 Penalty: 3087.603760
	Iteration 48Q: 3 clusters Score -1656256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1656258.500000 Penalty: 3087.603760
	Iteration 49Q: 3 clusters Score -1656258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1656262.500000 Penalty: 3087.603760
	Iteration 50Q: 3 clusters Score -1656262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -1656262.250000 Penalty: 3087.603760
	Iteration 51Q: 3 clusters Score -1656262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1656267.000000 Penalty: 3087.603760
	Iteration 52Q: 3 clusters Score -1656267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1656265.750000 Penalty: 3087.603760
	Iteration 53Q: 3 clusters Score -1656266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -1656265.125000 Penalty: 3087.603760
	Iteration 54Q: 3 clusters Score -1656265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1656266.625000 Penalty: 3087.603760
	Iteration 55Q: 3 clusters Score -1656267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1656272.500000 Penalty: 3087.603760
	Iteration 56Q: 3 clusters Score -1656272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1656271.625000 Penalty: 3087.603760
	Iteration 57Q: 3 clusters Score -1656272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1656271.125000 Penalty: 3087.603760
	Iteration 58Q: 3 clusters Score -1656271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -1656271.500000 Penalty: 3087.603760
	Iteration 59Q: 3 clusters Score -1656272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1656272.750000 Penalty: 3087.603760
	Iteration 60F: 3 clusters Score -1656273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1656272.750000 Penalty: 3087.603760
	Iteration 61Q: 3 clusters Score -1656273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1656273.500000 Penalty: 3087.603760
	Iteration 62Q: 3 clusters Score -1656274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -1656273.875000 Penalty: 3087.603760
	Iteration 63Q: 3 clusters Score -1656274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1656272.500000 Penalty: 3087.603760
	Iteration 64Q: 3 clusters Score -1656272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1656273.500000 Penalty: 3087.603760
	Iteration 65Q: 3 clusters Score -1656274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1656276.125000 Penalty: 3087.603760
	Iteration 66Q: 3 clusters Score -1656276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1656276.250000 Penalty: 3087.603760
	Iteration 67Q: 3 clusters Score -1656276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1656276.125000 Penalty: 3087.603760
	Iteration 68Q: 3 clusters Score -1656276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1656279.250000 Penalty: 3087.603760
	Iteration 69Q: 3 clusters Score -1656279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1656279.875000 Penalty: 3087.603760
	Iteration 70Q: 3 clusters Score -1656280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1656278.750000 Penalty: 3087.603760
	Iteration 71Q: 3 clusters Score -1656279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1656278.750000 Penalty: 3087.603760
	Iteration 72F: 3 clusters Score -1656279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Entering Unmasked Estep 
Score: -282438.250000 Penalty: 1258.844116
	Iteration 0F: 2 clusters Score -282438.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -280140.125000 Penalty: 2517.688232
	Iteration 0F: 3 clusters Score -280140.1 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -280684.281250 Penalty: 2517.688232
	Iteration 1F: 3 clusters Score -280684.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -280819.875000 Penalty: 2517.688232
	Iteration 2F: 3 clusters Score -280819.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -280900.375000 Penalty: 2517.688232
	Iteration 3F: 3 clusters Score -280900.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -280958.968750 Penalty: 2517.688232
	Iteration 4Q: 3 clusters Score -280959 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -281004.843750 Penalty: 2517.688232
	Iteration 5Q: 3 clusters Score -281004.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -281036.093750 Penalty: 2517.688232
	Iteration 6Q: 3 clusters Score -281036.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -281053.187500 Penalty: 2517.688232
	Iteration 7Q: 3 clusters Score -281053.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -281064.656250 Penalty: 2517.688232
	Iteration 8Q: 3 clusters Score -281064.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -281073.218750 Penalty: 2517.688232
	Iteration 9Q: 3 clusters Score -281073.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -281082.062500 Penalty: 2517.688232
	Iteration 10Q: 3 clusters Score -281082.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -281090.125000 Penalty: 2517.688232
	Iteration 11Q: 3 clusters Score -281090.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -281097.468750 Penalty: 2517.688232
	Iteration 12Q: 3 clusters Score -281097.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -281101.687500 Penalty: 2517.688232
	Iteration 13Q: 3 clusters Score -281101.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -281105.437500 Penalty: 2517.688232
	Iteration 14Q: 3 clusters Score -281105.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -281108.156250 Penalty: 2517.688232
	Iteration 15Q: 3 clusters Score -281108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -281109.062500 Penalty: 2517.688232
	Iteration 16Q: 3 clusters Score -281109.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -281109.062500 Penalty: 2517.688232
	Iteration 17F: 3 clusters Score -281109.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (10269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Entering Unmasked Estep 
Score: -1167056.375000 Penalty: 1500.993774
	Iteration 0F: 2 clusters Score -1167056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1159750.875000 Penalty: 3001.987549
	Iteration 0F: 3 clusters Score -1159751 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1162248.375000 Penalty: 3001.987549
	Iteration 1F: 3 clusters Score -1162248 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1162591.750000 Penalty: 3001.987549
	Iteration 2F: 3 clusters Score -1162592 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1162854.625000 Penalty: 3001.987549
	Iteration 3F: 3 clusters Score -1162855 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1163062.250000 Penalty: 3001.987549
	Iteration 4Q: 3 clusters Score -1163062 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1163273.500000 Penalty: 3001.987549
	Iteration 5Q: 3 clusters Score -1163274 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1163488.375000 Penalty: 3001.987549
	Iteration 6Q: 3 clusters Score -1163488 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1163715.750000 Penalty: 3001.987549
	Iteration 7Q: 3 clusters Score -1163716 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1163935.750000 Penalty: 3001.987549
	Iteration 8Q: 3 clusters Score -1163936 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1164194.250000 Penalty: 3001.987549
	Iteration 9Q: 3 clusters Score -1164194 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1164428.250000 Penalty: 3001.987549
	Iteration 10Q: 3 clusters Score -1164428 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1164659.250000 Penalty: 3001.987549
	Iteration 11Q: 3 clusters Score -1164659 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1164834.750000 Penalty: 3001.987549
	Iteration 12Q: 3 clusters Score -1164835 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1164979.750000 Penalty: 3001.987549
	Iteration 13Q: 3 clusters Score -1164980 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1165098.500000 Penalty: 3001.987549
	Iteration 14Q: 3 clusters Score -1165098 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1165169.500000 Penalty: 3001.987549
	Iteration 15Q: 3 clusters Score -1165170 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1165212.375000 Penalty: 3001.987549
	Iteration 16Q: 3 clusters Score -1165212 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1165245.250000 Penalty: 3001.987549
	Iteration 17Q: 3 clusters Score -1165245 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1165268.750000 Penalty: 3001.987549
	Iteration 18Q: 3 clusters Score -1165269 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1165289.000000 Penalty: 3001.987549
	Iteration 19Q: 3 clusters Score -1165289 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1165306.125000 Penalty: 3001.987549
	Iteration 20F: 3 clusters Score -1165306 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1165320.500000 Penalty: 3001.987549
	Iteration 21Q: 3 clusters Score -1165320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1165330.500000 Penalty: 3001.987549
	Iteration 22Q: 3 clusters Score -1165330 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1165338.250000 Penalty: 3001.987549
	Iteration 23Q: 3 clusters Score -1165338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1165345.125000 Penalty: 3001.987549
	Iteration 24Q: 3 clusters Score -1165345 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1165351.625000 Penalty: 3001.987549
	Iteration 25Q: 3 clusters Score -1165352 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1165360.875000 Penalty: 3001.987549
	Iteration 26Q: 3 clusters Score -1165361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1165365.375000 Penalty: 3001.987549
	Iteration 27Q: 3 clusters Score -1165365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1165366.000000 Penalty: 3001.987549
	Iteration 28Q: 3 clusters Score -1165366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1165367.750000 Penalty: 3001.987549
	Iteration 29Q: 3 clusters Score -1165368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1165368.750000 Penalty: 3001.987549
	Iteration 30Q: 3 clusters Score -1165369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1165370.750000 Penalty: 3001.987549
	Iteration 31Q: 3 clusters Score -1165371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1165375.375000 Penalty: 3001.987549
	Iteration 32Q: 3 clusters Score -1165375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1165376.125000 Penalty: 3001.987549
	Iteration 33Q: 3 clusters Score -1165376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1165374.750000 Penalty: 3001.987549
	Iteration 34Q: 3 clusters Score -1165375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1165374.250000 Penalty: 3001.987549
	Iteration 35Q: 3 clusters Score -1165374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1165376.000000 Penalty: 3001.987549
	Iteration 36Q: 3 clusters Score -1165376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1165378.125000 Penalty: 3001.987549
	Iteration 37Q: 3 clusters Score -1165378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1165380.125000 Penalty: 3001.987549
	Iteration 38Q: 3 clusters Score -1165380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1165379.250000 Penalty: 3001.987549
	Iteration 39Q: 3 clusters Score -1165379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1165379.250000 Penalty: 3001.987549
	Iteration 40F: 3 clusters Score -1165379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (60394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60394 members 
Entering Unmasked Estep 
Score: -7446132.000000 Penalty: 1788.904785
	Iteration 0F: 2 clusters Score -7446132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -7406818.500000 Penalty: 3577.809570
	Iteration 0F: 3 clusters Score -7406818 nChanged 28492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -7423101.000000 Penalty: 3577.809570
	Iteration 1F: 3 clusters Score -7423101 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -7423981.500000 Penalty: 3577.809570
	Iteration 2Q: 3 clusters Score -7423982 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -7425067.500000 Penalty: 3577.809570
	Iteration 3Q: 3 clusters Score -7425068 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -7426700.000000 Penalty: 3577.809570
	Iteration 4F: 3 clusters Score -7426700 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -7428851.000000 Penalty: 3577.809570
	Iteration 5F: 3 clusters Score -7428851 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -7431579.500000 Penalty: 3577.809570
	Iteration 6F: 3 clusters Score -7431580 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -7434598.000000 Penalty: 3577.809570
	Iteration 7F: 3 clusters Score -7434598 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -7437657.000000 Penalty: 3577.809570
	Iteration 8F: 3 clusters Score -7437657 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -7440148.500000 Penalty: 3577.809570
	Iteration 9F: 3 clusters Score -7440148 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 57295 members 
Entering Unmasked Estep 
Score: -7442094.500000 Penalty: 3577.809570
	Iteration 10Q: 3 clusters Score -7442094 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 58689 members 
Entering Unmasked Estep 
Score: -7443319.500000 Penalty: 3577.809570
	Iteration 11Q: 3 clusters Score -7443320 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 59396 members 
Entering Unmasked Estep 
Score: -7443965.000000 Penalty: 3577.809570
	Iteration 12Q: 3 clusters Score -7443965 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 59713 members 
Entering Unmasked Estep 
Score: -7444264.000000 Penalty: 3577.809570
	Iteration 13Q: 3 clusters Score -7444264 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -7444390.500000 Penalty: 3577.809570
	Iteration 14Q: 3 clusters Score -7444390 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -7444501.500000 Penalty: 3577.809570
	Iteration 15Q: 3 clusters Score -7444502 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 59980 members 
Entering Unmasked Estep 
Score: -7444551.000000 Penalty: 3577.809570
	Iteration 16Q: 3 clusters Score -7444551 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 59995 members 
Entering Unmasked Estep 
Score: -7444574.500000 Penalty: 3577.809570
	Iteration 17Q: 3 clusters Score -7444574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -7444588.500000 Penalty: 3577.809570
	Iteration 18Q: 3 clusters Score -7444588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 60007 members 
Entering Unmasked Estep 
Score: -7444595.000000 Penalty: 3577.809570
	Iteration 19Q: 3 clusters Score -7444595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 60009 members 
Entering Unmasked Estep 
Score: -7444594.000000 Penalty: 3577.809570
	Iteration 20F: 3 clusters Score -7444594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 60013 members 
Entering Unmasked Estep 
Score: -7444595.000000 Penalty: 3577.809570
	Iteration 21Q: 3 clusters Score -7444595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 60019 members 
Entering Unmasked Estep 
Score: -7444605.000000 Penalty: 3577.809570
	Iteration 22Q: 3 clusters Score -7444605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -7444611.000000 Penalty: 3577.809570
	Iteration 23Q: 3 clusters Score -7444611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -7444614.000000 Penalty: 3577.809570
	Iteration 24Q: 3 clusters Score -7444614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -7444615.000000 Penalty: 3577.809570
	Iteration 25Q: 3 clusters Score -7444615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 60026 members 
Entering Unmasked Estep 
Score: -7444615.000000 Penalty: 3577.809570
	Iteration 26F: 3 clusters Score -7444615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Entering Unmasked Estep 
Score: -177632.343750 Penalty: 1206.329834
	Iteration 0F: 2 clusters Score -177632.3 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 838 members 
Entering Unmasked Estep 
Score: -175743.000000 Penalty: 2412.659668
	Iteration 0F: 3 clusters Score -175743 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -176294.734375 Penalty: 2412.659668
	Iteration 1F: 3 clusters Score -176294.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -176550.359375 Penalty: 2412.659668
	Iteration 2F: 3 clusters Score -176550.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -176679.812500 Penalty: 2412.659668
	Iteration 3F: 3 clusters Score -176679.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -176766.640625 Penalty: 2412.659668
	Iteration 4Q: 3 clusters Score -176766.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -176828.546875 Penalty: 2412.659668
	Iteration 5Q: 3 clusters Score -176828.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -176868.375000 Penalty: 2412.659668
	Iteration 6Q: 3 clusters Score -176868.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -176887.218750 Penalty: 2412.659668
	Iteration 7Q: 3 clusters Score -176887.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -176906.953125 Penalty: 2412.659668
	Iteration 8Q: 3 clusters Score -176907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -176917.515625 Penalty: 2412.659668
	Iteration 9Q: 3 clusters Score -176917.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -176925.453125 Penalty: 2412.659668
	Iteration 10Q: 3 clusters Score -176925.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176931.265625 Penalty: 2412.659668
	Iteration 11Q: 3 clusters Score -176931.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -176932.281250 Penalty: 2412.659668
	Iteration 12Q: 3 clusters Score -176932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -176932.828125 Penalty: 2412.659668
	Iteration 13Q: 3 clusters Score -176932.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -176933.453125 Penalty: 2412.659668
	Iteration 14Q: 3 clusters Score -176933.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -176935.218750 Penalty: 2412.659668
	Iteration 15Q: 3 clusters Score -176935.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -176937.500000 Penalty: 2412.659668
	Iteration 16Q: 3 clusters Score -176937.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -176937.953125 Penalty: 2412.659668
	Iteration 17Q: 3 clusters Score -176938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -176940.765625 Penalty: 2412.659668
	Iteration 18Q: 3 clusters Score -176940.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -176943.750000 Penalty: 2412.659668
	Iteration 19Q: 3 clusters Score -176943.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176947.656250 Penalty: 2412.659668
	Iteration 20F: 3 clusters Score -176947.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -176952.984375 Penalty: 2412.659668
	Iteration 21Q: 3 clusters Score -176953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -176981.796875 Penalty: 2412.659668
	Iteration 22Q: 3 clusters Score -176981.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -176995.656250 Penalty: 2412.659668
	Iteration 23Q: 3 clusters Score -176995.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -177012.234375 Penalty: 2412.659668
	Iteration 24Q: 3 clusters Score -177012.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -177020.296875 Penalty: 2412.659668
	Iteration 25Q: 3 clusters Score -177020.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -177024.968750 Penalty: 2412.659668
	Iteration 26Q: 3 clusters Score -177025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -177029.312500 Penalty: 2412.659668
	Iteration 27Q: 3 clusters Score -177029.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -177032.781250 Penalty: 2412.659668
	Iteration 28Q: 3 clusters Score -177032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -177035.109375 Penalty: 2412.659668
	Iteration 29Q: 3 clusters Score -177035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -177037.718750 Penalty: 2412.659668
	Iteration 30Q: 3 clusters Score -177037.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -177042.109375 Penalty: 2412.659668
	Iteration 31Q: 3 clusters Score -177042.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -177045.375000 Penalty: 2412.659668
	Iteration 32Q: 3 clusters Score -177045.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -177055.421875 Penalty: 2412.659668
	Iteration 33Q: 3 clusters Score -177055.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -177063.906250 Penalty: 2412.659668
	Iteration 34Q: 3 clusters Score -177063.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -177076.015625 Penalty: 2412.659668
	Iteration 35Q: 3 clusters Score -177076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -177085.593750 Penalty: 2412.659668
	Iteration 36Q: 3 clusters Score -177085.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -177095.812500 Penalty: 2412.659668
	Iteration 37Q: 3 clusters Score -177095.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -177102.578125 Penalty: 2412.659668
	Iteration 38Q: 3 clusters Score -177102.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -177111.765625 Penalty: 2412.659668
	Iteration 39Q: 3 clusters Score -177111.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -177114.125000 Penalty: 2412.659668
	Iteration 40F: 3 clusters Score -177114.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -177115.625000 Penalty: 2412.659668
	Iteration 41Q: 3 clusters Score -177115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -177117.187500 Penalty: 2412.659668
	Iteration 42Q: 3 clusters Score -177117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -177118.812500 Penalty: 2412.659668
	Iteration 43Q: 3 clusters Score -177118.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -177120.859375 Penalty: 2412.659668
	Iteration 44Q: 3 clusters Score -177120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -177121.046875 Penalty: 2412.659668
	Iteration 45Q: 3 clusters Score -177121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -177121.843750 Penalty: 2412.659668
	Iteration 46Q: 3 clusters Score -177121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -177126.375000 Penalty: 2412.659668
	Iteration 47Q: 3 clusters Score -177126.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -177128.359375 Penalty: 2412.659668
	Iteration 48Q: 3 clusters Score -177128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -177128.359375 Penalty: 2412.659668
	Iteration 49F: 3 clusters Score -177128.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Entering Unmasked Estep 
Score: -1011944.187500 Penalty: 1463.816528
	Iteration 0F: 2 clusters Score -1011944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1005952.437500 Penalty: 2927.633057
	Iteration 0F: 3 clusters Score -1005952 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1007713.187500 Penalty: 2927.633057
	Iteration 1F: 3 clusters Score -1007713 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1007932.312500 Penalty: 2927.633057
	Iteration 2F: 3 clusters Score -1007932 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1008098.625000 Penalty: 2927.633057
	Iteration 3Q: 3 clusters Score -1008099 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1008244.562500 Penalty: 2927.633057
	Iteration 4Q: 3 clusters Score -1008245 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1008378.812500 Penalty: 2927.633057
	Iteration 5Q: 3 clusters Score -1008379 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1008523.000000 Penalty: 2927.633057
	Iteration 6Q: 3 clusters Score -1008523 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1008708.625000 Penalty: 2927.633057
	Iteration 7Q: 3 clusters Score -1008709 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1008988.187500 Penalty: 2927.633057
	Iteration 8F: 3 clusters Score -1008988 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1009326.437500 Penalty: 2927.633057
	Iteration 9F: 3 clusters Score -1009326 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1009658.875000 Penalty: 2927.633057
	Iteration 10F: 3 clusters Score -1009659 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1009933.687500 Penalty: 2927.633057
	Iteration 11Q: 3 clusters Score -1009934 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1010158.812500 Penalty: 2927.633057
	Iteration 12Q: 3 clusters Score -1010159 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1010345.000000 Penalty: 2927.633057
	Iteration 13Q: 3 clusters Score -1010345 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1010473.250000 Penalty: 2927.633057
	Iteration 14Q: 3 clusters Score -1010473 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1010543.500000 Penalty: 2927.633057
	Iteration 15Q: 3 clusters Score -1010544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1010588.625000 Penalty: 2927.633057
	Iteration 16Q: 3 clusters Score -1010589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1010625.687500 Penalty: 2927.633057
	Iteration 17Q: 3 clusters Score -1010626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1010648.937500 Penalty: 2927.633057
	Iteration 18Q: 3 clusters Score -1010649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1010661.250000 Penalty: 2927.633057
	Iteration 19Q: 3 clusters Score -1010661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1010665.437500 Penalty: 2927.633057
	Iteration 20F: 3 clusters Score -1010665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1010668.437500 Penalty: 2927.633057
	Iteration 21Q: 3 clusters Score -1010668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1010671.000000 Penalty: 2927.633057
	Iteration 22Q: 3 clusters Score -1010671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1010672.250000 Penalty: 2927.633057
	Iteration 23Q: 3 clusters Score -1010672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1010674.625000 Penalty: 2927.633057
	Iteration 24Q: 3 clusters Score -1010675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1010674.937500 Penalty: 2927.633057
	Iteration 25Q: 3 clusters Score -1010675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1010674.937500 Penalty: 2927.633057
	Iteration 26F: 3 clusters Score -1010675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (34285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Entering Unmasked Estep 
Score: -4227567.000000 Penalty: 1696.900269
	Iteration 0F: 2 clusters Score -4227567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -4204668.000000 Penalty: 3393.800537
	Iteration 0F: 3 clusters Score -4204668 nChanged 15700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -4213403.000000 Penalty: 3393.800537
	Iteration 1F: 3 clusters Score -4213403 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -4213954.500000 Penalty: 3393.800537
	Iteration 2Q: 3 clusters Score -4213954 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -4214600.500000 Penalty: 3393.800537
	Iteration 3Q: 3 clusters Score -4214600 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -4215613.500000 Penalty: 3393.800537
	Iteration 4F: 3 clusters Score -4215614 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -4217279.500000 Penalty: 3393.800537
	Iteration 5F: 3 clusters Score -4217280 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -4219554.000000 Penalty: 3393.800537
	Iteration 6F: 3 clusters Score -4219554 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -4221973.500000 Penalty: 3393.800537
	Iteration 7F: 3 clusters Score -4221974 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -4223944.500000 Penalty: 3393.800537
	Iteration 8F: 3 clusters Score -4223944 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4225054.500000 Penalty: 3393.800537
	Iteration 9Q: 3 clusters Score -4225054 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4225585.000000 Penalty: 3393.800537
	Iteration 10Q: 3 clusters Score -4225585 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -4225835.500000 Penalty: 3393.800537
	Iteration 11Q: 3 clusters Score -4225836 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -4225955.000000 Penalty: 3393.800537
	Iteration 12Q: 3 clusters Score -4225955 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -4226013.000000 Penalty: 3393.800537
	Iteration 13Q: 3 clusters Score -4226013 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 33733 members 
Entering Unmasked Estep 
Score: -4226043.500000 Penalty: 3393.800537
	Iteration 14Q: 3 clusters Score -4226044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -4226062.000000 Penalty: 3393.800537
	Iteration 15Q: 3 clusters Score -4226062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4226080.500000 Penalty: 3393.800537
	Iteration 16Q: 3 clusters Score -4226080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -4226086.500000 Penalty: 3393.800537
	Iteration 17Q: 3 clusters Score -4226086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -4226102.000000 Penalty: 3393.800537
	Iteration 18Q: 3 clusters Score -4226102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4226122.500000 Penalty: 3393.800537
	Iteration 19Q: 3 clusters Score -4226122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -4226138.000000 Penalty: 3393.800537
	Iteration 20F: 3 clusters Score -4226138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -4226145.500000 Penalty: 3393.800537
	Iteration 21Q: 3 clusters Score -4226146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -4226156.000000 Penalty: 3393.800537
	Iteration 22Q: 3 clusters Score -4226156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -4226162.500000 Penalty: 3393.800537
	Iteration 23Q: 3 clusters Score -4226162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -4226176.500000 Penalty: 3393.800537
	Iteration 24Q: 3 clusters Score -4226176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -4226180.500000 Penalty: 3393.800537
	Iteration 25Q: 3 clusters Score -4226180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -4226181.000000 Penalty: 3393.800537
	Iteration 26Q: 3 clusters Score -4226181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -4226182.500000 Penalty: 3393.800537
	Iteration 27Q: 3 clusters Score -4226182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -4226180.500000 Penalty: 3393.800537
	Iteration 28Q: 3 clusters Score -4226180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -4226188.000000 Penalty: 3393.800537
	Iteration 29Q: 3 clusters Score -4226188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -4226197.500000 Penalty: 3393.800537
	Iteration 30Q: 3 clusters Score -4226198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4226190.500000 Penalty: 3393.800537
	Iteration 31Q: 3 clusters Score -4226190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -4226190.500000 Penalty: 3393.800537
	Iteration 32F: 3 clusters Score -4226190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Entering Unmasked Estep 
Score: -3899407.000000 Penalty: 1682.632080
	Iteration 0F: 2 clusters Score -3899407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3878309.000000 Penalty: 3365.264160
	Iteration 0F: 3 clusters Score -3878309 nChanged 14401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3886166.500000 Penalty: 3365.264160
	Iteration 1F: 3 clusters Score -3886166 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3886616.250000 Penalty: 3365.264160
	Iteration 2Q: 3 clusters Score -3886616 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -3887075.750000 Penalty: 3365.264160
	Iteration 3Q: 3 clusters Score -3887076 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -3887551.750000 Penalty: 3365.264160
	Iteration 4Q: 3 clusters Score -3887552 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3888090.000000 Penalty: 3365.264160
	Iteration 5Q: 3 clusters Score -3888090 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3888684.000000 Penalty: 3365.264160
	Iteration 6Q: 3 clusters Score -3888684 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3889390.500000 Penalty: 3365.264160
	Iteration 7Q: 3 clusters Score -3889390 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -3890186.500000 Penalty: 3365.264160
	Iteration 8Q: 3 clusters Score -3890186 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -3891039.250000 Penalty: 3365.264160
	Iteration 9Q: 3 clusters Score -3891039 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -3891934.000000 Penalty: 3365.264160
	Iteration 10Q: 3 clusters Score -3891934 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3892909.500000 Penalty: 3365.264160
	Iteration 11Q: 3 clusters Score -3892910 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -3893708.750000 Penalty: 3365.264160
	Iteration 12Q: 3 clusters Score -3893709 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -3894408.000000 Penalty: 3365.264160
	Iteration 13Q: 3 clusters Score -3894408 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3894996.250000 Penalty: 3365.264160
	Iteration 14Q: 3 clusters Score -3894996 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -3895540.500000 Penalty: 3365.264160
	Iteration 15Q: 3 clusters Score -3895540 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3896051.500000 Penalty: 3365.264160
	Iteration 16Q: 3 clusters Score -3896052 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 28582 members 
Entering Unmasked Estep 
Score: -3896478.000000 Penalty: 3365.264160
	Iteration 17Q: 3 clusters Score -3896478 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -3896815.750000 Penalty: 3365.264160
	Iteration 18Q: 3 clusters Score -3896816 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -3897106.500000 Penalty: 3365.264160
	Iteration 19Q: 3 clusters Score -3897106 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -3897350.000000 Penalty: 3365.264160
	Iteration 20F: 3 clusters Score -3897350 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -3897538.250000 Penalty: 3365.264160
	Iteration 21Q: 3 clusters Score -3897538 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -3897663.750000 Penalty: 3365.264160
	Iteration 22Q: 3 clusters Score -3897664 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -3897748.250000 Penalty: 3365.264160
	Iteration 23Q: 3 clusters Score -3897748 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -3897788.750000 Penalty: 3365.264160
	Iteration 24Q: 3 clusters Score -3897789 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -3897834.500000 Penalty: 3365.264160
	Iteration 25Q: 3 clusters Score -3897834 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -3897861.500000 Penalty: 3365.264160
	Iteration 26Q: 3 clusters Score -3897862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -3897881.500000 Penalty: 3365.264160
	Iteration 27Q: 3 clusters Score -3897882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -3897901.000000 Penalty: 3365.264160
	Iteration 28Q: 3 clusters Score -3897901 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -3897921.500000 Penalty: 3365.264160
	Iteration 29Q: 3 clusters Score -3897922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -3897933.000000 Penalty: 3365.264160
	Iteration 30Q: 3 clusters Score -3897933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -3897933.500000 Penalty: 3365.264160
	Iteration 31Q: 3 clusters Score -3897934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -3897943.750000 Penalty: 3365.264160
	Iteration 32Q: 3 clusters Score -3897944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -3897945.000000 Penalty: 3365.264160
	Iteration 33Q: 3 clusters Score -3897945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -3897947.000000 Penalty: 3365.264160
	Iteration 34Q: 3 clusters Score -3897947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 30985 members 
Entering Unmasked Estep 
Score: -3897949.000000 Penalty: 3365.264160
	Iteration 35Q: 3 clusters Score -3897949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -3897954.000000 Penalty: 3365.264160
	Iteration 36Q: 3 clusters Score -3897954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -3897961.000000 Penalty: 3365.264160
	Iteration 37Q: 3 clusters Score -3897961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -3897969.750000 Penalty: 3365.264160
	Iteration 38Q: 3 clusters Score -3897970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -3897972.750000 Penalty: 3365.264160
	Iteration 39Q: 3 clusters Score -3897973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 31015 members 
Entering Unmasked Estep 
Score: -3897977.750000 Penalty: 3365.264160
	Iteration 40F: 3 clusters Score -3897978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -3897979.250000 Penalty: 3365.264160
	Iteration 41Q: 3 clusters Score -3897979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -3897982.000000 Penalty: 3365.264160
	Iteration 42Q: 3 clusters Score -3897982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -3897986.000000 Penalty: 3365.264160
	Iteration 43Q: 3 clusters Score -3897986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -3897986.000000 Penalty: 3365.264160
	Iteration 44F: 3 clusters Score -3897986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Entering Unmasked Estep 
Score: -992536.250000 Penalty: 1463.018799
	Iteration 0F: 2 clusters Score -992536.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -986706.250000 Penalty: 2926.037598
	Iteration 0F: 3 clusters Score -986706.2 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -988508.187500 Penalty: 2926.037598
	Iteration 1F: 3 clusters Score -988508.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -988782.187500 Penalty: 2926.037598
	Iteration 2F: 3 clusters Score -988782.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -988999.500000 Penalty: 2926.037598
	Iteration 3F: 3 clusters Score -988999.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -989191.812500 Penalty: 2926.037598
	Iteration 4Q: 3 clusters Score -989191.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -989392.562500 Penalty: 2926.037598
	Iteration 5Q: 3 clusters Score -989392.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -989634.000000 Penalty: 2926.037598
	Iteration 6Q: 3 clusters Score -989634 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -989903.000000 Penalty: 2926.037598
	Iteration 7Q: 3 clusters Score -989903 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -990175.000000 Penalty: 2926.037598
	Iteration 8Q: 3 clusters Score -990175 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -990439.687500 Penalty: 2926.037598
	Iteration 9F: 3 clusters Score -990439.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -990683.562500 Penalty: 2926.037598
	Iteration 10Q: 3 clusters Score -990683.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -990911.187500 Penalty: 2926.037598
	Iteration 11Q: 3 clusters Score -990911.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -991107.812500 Penalty: 2926.037598
	Iteration 12Q: 3 clusters Score -991107.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -991302.125000 Penalty: 2926.037598
	Iteration 13Q: 3 clusters Score -991302.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -991449.812500 Penalty: 2926.037598
	Iteration 14Q: 3 clusters Score -991449.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -991541.812500 Penalty: 2926.037598
	Iteration 15Q: 3 clusters Score -991541.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -991582.687500 Penalty: 2926.037598
	Iteration 16Q: 3 clusters Score -991582.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -991599.937500 Penalty: 2926.037598
	Iteration 17Q: 3 clusters Score -991599.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -991614.687500 Penalty: 2926.037598
	Iteration 18Q: 3 clusters Score -991614.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -991624.000000 Penalty: 2926.037598
	Iteration 19Q: 3 clusters Score -991624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -991630.062500 Penalty: 2926.037598
	Iteration 20F: 3 clusters Score -991630.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -991634.562500 Penalty: 2926.037598
	Iteration 21Q: 3 clusters Score -991634.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -991635.937500 Penalty: 2926.037598
	Iteration 22Q: 3 clusters Score -991635.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -991640.125000 Penalty: 2926.037598
	Iteration 23Q: 3 clusters Score -991640.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -991642.375000 Penalty: 2926.037598
	Iteration 24Q: 3 clusters Score -991642.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -991649.312500 Penalty: 2926.037598
	Iteration 25Q: 3 clusters Score -991649.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -991653.312500 Penalty: 2926.037598
	Iteration 26Q: 3 clusters Score -991653.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -991654.750000 Penalty: 2926.037598
	Iteration 27Q: 3 clusters Score -991654.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -991656.937500 Penalty: 2926.037598
	Iteration 28Q: 3 clusters Score -991656.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -991658.000000 Penalty: 2926.037598
	Iteration 29Q: 3 clusters Score -991658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -991662.250000 Penalty: 2926.037598
	Iteration 30Q: 3 clusters Score -991662.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -991662.562500 Penalty: 2926.037598
	Iteration 31Q: 3 clusters Score -991662.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -991666.375000 Penalty: 2926.037598
	Iteration 32Q: 3 clusters Score -991666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -991665.750000 Penalty: 2926.037598
	Iteration 33Q: 3 clusters Score -991665.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -991668.312500 Penalty: 2926.037598
	Iteration 34Q: 3 clusters Score -991668.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -991670.250000 Penalty: 2926.037598
	Iteration 35Q: 3 clusters Score -991670.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -991670.625000 Penalty: 2926.037598
	Iteration 36Q: 3 clusters Score -991670.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -991669.750000 Penalty: 2926.037598
	Iteration 37Q: 3 clusters Score -991669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -991671.250000 Penalty: 2926.037598
	Iteration 38Q: 3 clusters Score -991671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -991672.125000 Penalty: 2926.037598
	Iteration 39Q: 3 clusters Score -991672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -991671.687500 Penalty: 2926.037598
	Iteration 40F: 3 clusters Score -991671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -991671.250000 Penalty: 2926.037598
	Iteration 41Q: 3 clusters Score -991671.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -991672.437500 Penalty: 2926.037598
	Iteration 42Q: 3 clusters Score -991672.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -991672.437500 Penalty: 2926.037598
	Iteration 43F: 3 clusters Score -991672.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Entering Unmasked Estep 
Score: -207335.578125 Penalty: 1209.690430
	Iteration 0F: 2 clusters Score -207335.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -205424.875000 Penalty: 2419.380859
	Iteration 0F: 3 clusters Score -205424.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -205800.031250 Penalty: 2419.380859
	Iteration 1F: 3 clusters Score -205800 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -205907.250000 Penalty: 2419.380859
	Iteration 2F: 3 clusters Score -205907.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -205971.281250 Penalty: 2419.380859
	Iteration 3Q: 3 clusters Score -205971.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -206004.609375 Penalty: 2419.380859
	Iteration 4Q: 3 clusters Score -206004.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -206028.078125 Penalty: 2419.380859
	Iteration 5Q: 3 clusters Score -206028.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -206049.453125 Penalty: 2419.380859
	Iteration 6Q: 3 clusters Score -206049.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -206071.843750 Penalty: 2419.380859
	Iteration 7Q: 3 clusters Score -206071.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -206092.984375 Penalty: 2419.380859
	Iteration 8Q: 3 clusters Score -206093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -206120.015625 Penalty: 2419.380859
	Iteration 9Q: 3 clusters Score -206120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -206150.156250 Penalty: 2419.380859
	Iteration 10Q: 3 clusters Score -206150.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -206169.234375 Penalty: 2419.380859
	Iteration 11Q: 3 clusters Score -206169.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -206189.312500 Penalty: 2419.380859
	Iteration 12Q: 3 clusters Score -206189.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -206205.187500 Penalty: 2419.380859
	Iteration 13Q: 3 clusters Score -206205.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -206218.468750 Penalty: 2419.380859
	Iteration 14Q: 3 clusters Score -206218.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -206227.984375 Penalty: 2419.380859
	Iteration 15Q: 3 clusters Score -206228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -206235.375000 Penalty: 2419.380859
	Iteration 16Q: 3 clusters Score -206235.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -206239.421875 Penalty: 2419.380859
	Iteration 17Q: 3 clusters Score -206239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -206243.765625 Penalty: 2419.380859
	Iteration 18Q: 3 clusters Score -206243.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -206248.296875 Penalty: 2419.380859
	Iteration 19Q: 3 clusters Score -206248.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -206252.046875 Penalty: 2419.380859
	Iteration 20F: 3 clusters Score -206252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -206255.890625 Penalty: 2419.380859
	Iteration 21Q: 3 clusters Score -206255.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -206260.187500 Penalty: 2419.380859
	Iteration 22Q: 3 clusters Score -206260.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -206263.265625 Penalty: 2419.380859
	Iteration 23Q: 3 clusters Score -206263.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -206267.281250 Penalty: 2419.380859
	Iteration 24Q: 3 clusters Score -206267.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -206269.828125 Penalty: 2419.380859
	Iteration 25Q: 3 clusters Score -206269.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -206272.296875 Penalty: 2419.380859
	Iteration 26Q: 3 clusters Score -206272.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -206273.906250 Penalty: 2419.380859
	Iteration 27Q: 3 clusters Score -206273.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -206274.859375 Penalty: 2419.380859
	Iteration 28Q: 3 clusters Score -206274.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -206275.359375 Penalty: 2419.380859
	Iteration 29Q: 3 clusters Score -206275.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -206275.953125 Penalty: 2419.380859
	Iteration 30Q: 3 clusters Score -206276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -206276.625000 Penalty: 2419.380859
	Iteration 31Q: 3 clusters Score -206276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -206276.625000 Penalty: 2419.380859
	Iteration 32F: 3 clusters Score -206276.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Entering Unmasked Estep 
Score: -766694.750000 Penalty: 1418.132324
	Iteration 0F: 2 clusters Score -766694.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -761903.375000 Penalty: 2836.264648
	Iteration 0F: 3 clusters Score -761903.4 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -763259.375000 Penalty: 2836.264648
	Iteration 1F: 3 clusters Score -763259.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -763447.000000 Penalty: 2836.264648
	Iteration 2F: 3 clusters Score -763447 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -763595.375000 Penalty: 2836.264648
	Iteration 3F: 3 clusters Score -763595.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -763754.312500 Penalty: 2836.264648
	Iteration 4Q: 3 clusters Score -763754.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -763928.500000 Penalty: 2836.264648
	Iteration 5Q: 3 clusters Score -763928.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -764114.250000 Penalty: 2836.264648
	Iteration 6F: 3 clusters Score -764114.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -764274.000000 Penalty: 2836.264648
	Iteration 7Q: 3 clusters Score -764274 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -764417.062500 Penalty: 2836.264648
	Iteration 8Q: 3 clusters Score -764417.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -764550.250000 Penalty: 2836.264648
	Iteration 9Q: 3 clusters Score -764550.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -764676.750000 Penalty: 2836.264648
	Iteration 10Q: 3 clusters Score -764676.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -764774.750000 Penalty: 2836.264648
	Iteration 11Q: 3 clusters Score -764774.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -764876.875000 Penalty: 2836.264648
	Iteration 12Q: 3 clusters Score -764876.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -764956.687500 Penalty: 2836.264648
	Iteration 13Q: 3 clusters Score -764956.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -765029.250000 Penalty: 2836.264648
	Iteration 14Q: 3 clusters Score -765029.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -765082.750000 Penalty: 2836.264648
	Iteration 15Q: 3 clusters Score -765082.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -765130.625000 Penalty: 2836.264648
	Iteration 16Q: 3 clusters Score -765130.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -765180.875000 Penalty: 2836.264648
	Iteration 17Q: 3 clusters Score -765180.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -765246.062500 Penalty: 2836.264648
	Iteration 18Q: 3 clusters Score -765246.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -765311.687500 Penalty: 2836.264648
	Iteration 19Q: 3 clusters Score -765311.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -765364.375000 Penalty: 2836.264648
	Iteration 20F: 3 clusters Score -765364.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -765395.375000 Penalty: 2836.264648
	Iteration 21Q: 3 clusters Score -765395.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -765437.375000 Penalty: 2836.264648
	Iteration 22Q: 3 clusters Score -765437.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -765463.625000 Penalty: 2836.264648
	Iteration 23Q: 3 clusters Score -765463.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -765481.625000 Penalty: 2836.264648
	Iteration 24Q: 3 clusters Score -765481.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -765501.187500 Penalty: 2836.264648
	Iteration 25Q: 3 clusters Score -765501.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -765513.187500 Penalty: 2836.264648
	Iteration 26Q: 3 clusters Score -765513.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -765536.062500 Penalty: 2836.264648
	Iteration 27Q: 3 clusters Score -765536.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -765557.875000 Penalty: 2836.264648
	Iteration 28Q: 3 clusters Score -765557.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -765572.812500 Penalty: 2836.264648
	Iteration 29Q: 3 clusters Score -765572.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -765589.062500 Penalty: 2836.264648
	Iteration 30Q: 3 clusters Score -765589.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -765599.187500 Penalty: 2836.264648
	Iteration 31Q: 3 clusters Score -765599.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -765609.625000 Penalty: 2836.264648
	Iteration 32Q: 3 clusters Score -765609.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -765617.500000 Penalty: 2836.264648
	Iteration 33Q: 3 clusters Score -765617.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -765623.500000 Penalty: 2836.264648
	Iteration 34Q: 3 clusters Score -765623.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -765630.937500 Penalty: 2836.264648
	Iteration 35Q: 3 clusters Score -765630.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -765641.125000 Penalty: 2836.264648
	Iteration 36Q: 3 clusters Score -765641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -765641.937500 Penalty: 2836.264648
	Iteration 37Q: 3 clusters Score -765641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -765642.125000 Penalty: 2836.264648
	Iteration 38Q: 3 clusters Score -765642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -765645.750000 Penalty: 2836.264648
	Iteration 39Q: 3 clusters Score -765645.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -765646.875000 Penalty: 2836.264648
	Iteration 40F: 3 clusters Score -765646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -765648.125000 Penalty: 2836.264648
	Iteration 41Q: 3 clusters Score -765648.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -765649.000000 Penalty: 2836.264648
	Iteration 42Q: 3 clusters Score -765649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -765649.187500 Penalty: 2836.264648
	Iteration 43Q: 3 clusters Score -765649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -765649.250000 Penalty: 2836.264648
	Iteration 44Q: 3 clusters Score -765649.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -765649.250000 Penalty: 2836.264648
	Iteration 45F: 3 clusters Score -765649.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Entering Unmasked Estep 
Score: -166902.421875 Penalty: 1174.495117
	Iteration 0F: 2 clusters Score -166902.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -165220.390625 Penalty: 2348.990234
	Iteration 0F: 3 clusters Score -165220.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -165540.656250 Penalty: 2348.990234
	Iteration 1F: 3 clusters Score -165540.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -165621.859375 Penalty: 2348.990234
	Iteration 2F: 3 clusters Score -165621.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -165670.296875 Penalty: 2348.990234
	Iteration 3Q: 3 clusters Score -165670.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -165688.406250 Penalty: 2348.990234
	Iteration 4Q: 3 clusters Score -165688.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -165698.015625 Penalty: 2348.990234
	Iteration 5Q: 3 clusters Score -165698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -165700.953125 Penalty: 2348.990234
	Iteration 6Q: 3 clusters Score -165701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -165701.656250 Penalty: 2348.990234
	Iteration 7Q: 3 clusters Score -165701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -165701.796875 Penalty: 2348.990234
	Iteration 8Q: 3 clusters Score -165701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -165703.000000 Penalty: 2348.990234
	Iteration 9Q: 3 clusters Score -165703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -165705.406250 Penalty: 2348.990234
	Iteration 10Q: 3 clusters Score -165705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -165707.546875 Penalty: 2348.990234
	Iteration 11Q: 3 clusters Score -165707.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -165709.687500 Penalty: 2348.990234
	Iteration 12Q: 3 clusters Score -165709.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -165711.531250 Penalty: 2348.990234
	Iteration 13Q: 3 clusters Score -165711.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -165715.453125 Penalty: 2348.990234
	Iteration 14Q: 3 clusters Score -165715.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -165720.109375 Penalty: 2348.990234
	Iteration 15Q: 3 clusters Score -165720.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -165723.421875 Penalty: 2348.990234
	Iteration 16Q: 3 clusters Score -165723.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -165725.203125 Penalty: 2348.990234
	Iteration 17Q: 3 clusters Score -165725.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -165726.984375 Penalty: 2348.990234
	Iteration 18Q: 3 clusters Score -165727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -165727.203125 Penalty: 2348.990234
	Iteration 19Q: 3 clusters Score -165727.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -165727.750000 Penalty: 2348.990234
	Iteration 20F: 3 clusters Score -165727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Entering Unmasked Estep 
Score: -150950.578125 Penalty: 1161.861450
	Iteration 0F: 2 clusters Score -150950.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -149304.562500 Penalty: 2323.722900
	Iteration 0F: 3 clusters Score -149304.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -149649.812500 Penalty: 2323.722900
	Iteration 1F: 3 clusters Score -149649.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -149777.859375 Penalty: 2323.722900
	Iteration 2F: 3 clusters Score -149777.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -149843.734375 Penalty: 2323.722900
	Iteration 3F: 3 clusters Score -149843.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -149883.453125 Penalty: 2323.722900
	Iteration 4Q: 3 clusters Score -149883.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -149918.500000 Penalty: 2323.722900
	Iteration 5Q: 3 clusters Score -149918.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -149946.578125 Penalty: 2323.722900
	Iteration 6Q: 3 clusters Score -149946.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -149960.265625 Penalty: 2323.722900
	Iteration 7Q: 3 clusters Score -149960.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -149975.687500 Penalty: 2323.722900
	Iteration 8Q: 3 clusters Score -149975.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -149985.546875 Penalty: 2323.722900
	Iteration 9Q: 3 clusters Score -149985.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -150007.171875 Penalty: 2323.722900
	Iteration 10Q: 3 clusters Score -150007.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -150034.671875 Penalty: 2323.722900
	Iteration 11Q: 3 clusters Score -150034.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -150085.031250 Penalty: 2323.722900
	Iteration 12Q: 3 clusters Score -150085 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -150150.828125 Penalty: 2323.722900
	Iteration 13Q: 3 clusters Score -150150.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -150190.171875 Penalty: 2323.722900
	Iteration 14Q: 3 clusters Score -150190.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -150264.390625 Penalty: 2323.722900
	Iteration 15Q: 3 clusters Score -150264.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -150317.015625 Penalty: 2323.722900
	Iteration 16Q: 3 clusters Score -150317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -150333.343750 Penalty: 2323.722900
	Iteration 17Q: 3 clusters Score -150333.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -150341.562500 Penalty: 2323.722900
	Iteration 18Q: 3 clusters Score -150341.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -150350.109375 Penalty: 2323.722900
	Iteration 19Q: 3 clusters Score -150350.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -150353.312500 Penalty: 2323.722900
	Iteration 20F: 3 clusters Score -150353.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -150359.375000 Penalty: 2323.722900
	Iteration 21Q: 3 clusters Score -150359.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -150374.671875 Penalty: 2323.722900
	Iteration 22Q: 3 clusters Score -150374.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -150381.375000 Penalty: 2323.722900
	Iteration 23Q: 3 clusters Score -150381.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -150386.843750 Penalty: 2323.722900
	Iteration 24Q: 3 clusters Score -150386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -150390.765625 Penalty: 2323.722900
	Iteration 25Q: 3 clusters Score -150390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -150391.984375 Penalty: 2323.722900
	Iteration 26Q: 3 clusters Score -150392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -150392.781250 Penalty: 2323.722900
	Iteration 27Q: 3 clusters Score -150392.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -150392.781250 Penalty: 2323.722900
	Iteration 28F: 3 clusters Score -150392.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Entering Unmasked Estep 
Score: -1389416.250000 Penalty: 1515.255737
	Iteration 0F: 2 clusters Score -1389416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1381476.375000 Penalty: 3030.511475
	Iteration 0F: 3 clusters Score -1381476 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1384107.125000 Penalty: 3030.511475
	Iteration 1F: 3 clusters Score -1384107 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -1384314.875000 Penalty: 3030.511475
	Iteration 2F: 3 clusters Score -1384315 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1384462.750000 Penalty: 3030.511475
	Iteration 3Q: 3 clusters Score -1384463 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1384577.375000 Penalty: 3030.511475
	Iteration 4Q: 3 clusters Score -1384577 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1384687.750000 Penalty: 3030.511475
	Iteration 5Q: 3 clusters Score -1384688 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1384798.625000 Penalty: 3030.511475
	Iteration 6Q: 3 clusters Score -1384799 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1384914.250000 Penalty: 3030.511475
	Iteration 7Q: 3 clusters Score -1384914 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1385050.375000 Penalty: 3030.511475
	Iteration 8Q: 3 clusters Score -1385050 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1385200.125000 Penalty: 3030.511475
	Iteration 9Q: 3 clusters Score -1385200 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1385395.625000 Penalty: 3030.511475
	Iteration 10Q: 3 clusters Score -1385396 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1385650.750000 Penalty: 3030.511475
	Iteration 11Q: 3 clusters Score -1385651 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1386000.375000 Penalty: 3030.511475
	Iteration 12Q: 3 clusters Score -1386000 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1386438.125000 Penalty: 3030.511475
	Iteration 13F: 3 clusters Score -1386438 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1386846.625000 Penalty: 3030.511475
	Iteration 14Q: 3 clusters Score -1386847 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1387184.250000 Penalty: 3030.511475
	Iteration 15Q: 3 clusters Score -1387184 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1387447.625000 Penalty: 3030.511475
	Iteration 16Q: 3 clusters Score -1387448 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1387644.750000 Penalty: 3030.511475
	Iteration 17Q: 3 clusters Score -1387645 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1387811.250000 Penalty: 3030.511475
	Iteration 18Q: 3 clusters Score -1387811 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1387934.250000 Penalty: 3030.511475
	Iteration 19Q: 3 clusters Score -1387934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1387997.250000 Penalty: 3030.511475
	Iteration 20F: 3 clusters Score -1387997 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1388038.000000 Penalty: 3030.511475
	Iteration 21Q: 3 clusters Score -1388038 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1388069.625000 Penalty: 3030.511475
	Iteration 22Q: 3 clusters Score -1388070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1388091.500000 Penalty: 3030.511475
	Iteration 23Q: 3 clusters Score -1388092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1388115.375000 Penalty: 3030.511475
	Iteration 24Q: 3 clusters Score -1388115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1388131.000000 Penalty: 3030.511475
	Iteration 25Q: 3 clusters Score -1388131 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1388138.750000 Penalty: 3030.511475
	Iteration 26Q: 3 clusters Score -1388139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1388148.375000 Penalty: 3030.511475
	Iteration 27Q: 3 clusters Score -1388148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1388153.250000 Penalty: 3030.511475
	Iteration 28Q: 3 clusters Score -1388153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1388154.375000 Penalty: 3030.511475
	Iteration 29Q: 3 clusters Score -1388154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1388157.250000 Penalty: 3030.511475
	Iteration 30Q: 3 clusters Score -1388157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1388161.875000 Penalty: 3030.511475
	Iteration 31Q: 3 clusters Score -1388162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1388165.250000 Penalty: 3030.511475
	Iteration 32Q: 3 clusters Score -1388165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1388165.375000 Penalty: 3030.511475
	Iteration 33Q: 3 clusters Score -1388165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1388167.000000 Penalty: 3030.511475
	Iteration 34Q: 3 clusters Score -1388167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1388170.375000 Penalty: 3030.511475
	Iteration 35Q: 3 clusters Score -1388170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1388169.375000 Penalty: 3030.511475
	Iteration 36Q: 3 clusters Score -1388169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1388175.500000 Penalty: 3030.511475
	Iteration 37Q: 3 clusters Score -1388176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1388180.000000 Penalty: 3030.511475
	Iteration 38Q: 3 clusters Score -1388180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1388182.625000 Penalty: 3030.511475
	Iteration 39Q: 3 clusters Score -1388183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1388183.375000 Penalty: 3030.511475
	Iteration 40F: 3 clusters Score -1388183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1388187.375000 Penalty: 3030.511475
	Iteration 41Q: 3 clusters Score -1388187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1388188.000000 Penalty: 3030.511475
	Iteration 42Q: 3 clusters Score -1388188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1388190.750000 Penalty: 3030.511475
	Iteration 43Q: 3 clusters Score -1388191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1388189.375000 Penalty: 3030.511475
	Iteration 44Q: 3 clusters Score -1388189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1388192.000000 Penalty: 3030.511475
	Iteration 45Q: 3 clusters Score -1388192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1388192.375000 Penalty: 3030.511475
	Iteration 46Q: 3 clusters Score -1388192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1388192.875000 Penalty: 3030.511475
	Iteration 47Q: 3 clusters Score -1388193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1388192.875000 Penalty: 3030.511475
	Iteration 48F: 3 clusters Score -1388193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Entering Unmasked Estep 
Score: -233603.171875 Penalty: 1227.919556
	Iteration 0F: 2 clusters Score -233603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -231556.437500 Penalty: 2455.839111
	Iteration 0F: 3 clusters Score -231556.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -231991.812500 Penalty: 2455.839111
	Iteration 1F: 3 clusters Score -231991.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -232115.250000 Penalty: 2455.839111
	Iteration 2F: 3 clusters Score -232115.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -232203.328125 Penalty: 2455.839111
	Iteration 3F: 3 clusters Score -232203.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -232275.359375 Penalty: 2455.839111
	Iteration 4Q: 3 clusters Score -232275.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -232340.625000 Penalty: 2455.839111
	Iteration 5Q: 3 clusters Score -232340.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -232405.062500 Penalty: 2455.839111
	Iteration 6Q: 3 clusters Score -232405.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -232458.578125 Penalty: 2455.839111
	Iteration 7Q: 3 clusters Score -232458.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -232499.046875 Penalty: 2455.839111
	Iteration 8Q: 3 clusters Score -232499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -232528.671875 Penalty: 2455.839111
	Iteration 9Q: 3 clusters Score -232528.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -232578.406250 Penalty: 2455.839111
	Iteration 10Q: 3 clusters Score -232578.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -232610.312500 Penalty: 2455.839111
	Iteration 11Q: 3 clusters Score -232610.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -232634.406250 Penalty: 2455.839111
	Iteration 12Q: 3 clusters Score -232634.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -232647.890625 Penalty: 2455.839111
	Iteration 13Q: 3 clusters Score -232647.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -232657.343750 Penalty: 2455.839111
	Iteration 14Q: 3 clusters Score -232657.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -232662.703125 Penalty: 2455.839111
	Iteration 15Q: 3 clusters Score -232662.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -232669.796875 Penalty: 2455.839111
	Iteration 16Q: 3 clusters Score -232669.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -232674.921875 Penalty: 2455.839111
	Iteration 17Q: 3 clusters Score -232674.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -232678.453125 Penalty: 2455.839111
	Iteration 18Q: 3 clusters Score -232678.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -232680.078125 Penalty: 2455.839111
	Iteration 19Q: 3 clusters Score -232680.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -232680.875000 Penalty: 2455.839111
	Iteration 20F: 3 clusters Score -232680.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (6184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Entering Unmasked Estep 
Score: -756988.625000 Penalty: 1418.579712
	Iteration 0F: 2 clusters Score -756988.6 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 3063 members 
Entering Unmasked Estep 
Score: -752339.312500 Penalty: 2837.159424
	Iteration 0F: 3 clusters Score -752339.3 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -753760.062500 Penalty: 2837.159424
	Iteration 1F: 3 clusters Score -753760.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -753999.437500 Penalty: 2837.159424
	Iteration 2F: 3 clusters Score -753999.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -754236.750000 Penalty: 2837.159424
	Iteration 3F: 3 clusters Score -754236.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -754473.125000 Penalty: 2837.159424
	Iteration 4F: 3 clusters Score -754473.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -754680.062500 Penalty: 2837.159424
	Iteration 5F: 3 clusters Score -754680.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -754889.187500 Penalty: 2837.159424
	Iteration 6Q: 3 clusters Score -754889.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -755077.250000 Penalty: 2837.159424
	Iteration 7Q: 3 clusters Score -755077.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -755221.875000 Penalty: 2837.159424
	Iteration 8Q: 3 clusters Score -755221.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -755348.125000 Penalty: 2837.159424
	Iteration 9Q: 3 clusters Score -755348.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -755454.875000 Penalty: 2837.159424
	Iteration 10Q: 3 clusters Score -755454.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -755541.562500 Penalty: 2837.159424
	Iteration 11Q: 3 clusters Score -755541.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -755640.000000 Penalty: 2837.159424
	Iteration 12Q: 3 clusters Score -755640 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -755781.562500 Penalty: 2837.159424
	Iteration 13Q: 3 clusters Score -755781.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -755926.562500 Penalty: 2837.159424
	Iteration 14Q: 3 clusters Score -755926.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -756049.062500 Penalty: 2837.159424
	Iteration 15Q: 3 clusters Score -756049.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -756154.125000 Penalty: 2837.159424
	Iteration 16Q: 3 clusters Score -756154.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -756226.500000 Penalty: 2837.159424
	Iteration 17Q: 3 clusters Score -756226.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -756267.000000 Penalty: 2837.159424
	Iteration 18Q: 3 clusters Score -756267 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -756290.687500 Penalty: 2837.159424
	Iteration 19Q: 3 clusters Score -756290.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -756308.875000 Penalty: 2837.159424
	Iteration 20F: 3 clusters Score -756308.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -756328.312500 Penalty: 2837.159424
	Iteration 21Q: 3 clusters Score -756328.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -756343.062500 Penalty: 2837.159424
	Iteration 22Q: 3 clusters Score -756343.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -756355.062500 Penalty: 2837.159424
	Iteration 23Q: 3 clusters Score -756355.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -756367.875000 Penalty: 2837.159424
	Iteration 24Q: 3 clusters Score -756367.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -756379.250000 Penalty: 2837.159424
	Iteration 25Q: 3 clusters Score -756379.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -756388.937500 Penalty: 2837.159424
	Iteration 26Q: 3 clusters Score -756388.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -756394.312500 Penalty: 2837.159424
	Iteration 27Q: 3 clusters Score -756394.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -756399.000000 Penalty: 2837.159424
	Iteration 28Q: 3 clusters Score -756399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -756398.937500 Penalty: 2837.159424
	Iteration 29Q: 3 clusters Score -756398.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -756400.687500 Penalty: 2837.159424
	Iteration 30Q: 3 clusters Score -756400.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -756403.750000 Penalty: 2837.159424
	Iteration 31Q: 3 clusters Score -756403.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -756403.812500 Penalty: 2837.159424
	Iteration 32Q: 3 clusters Score -756403.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -756402.687500 Penalty: 2837.159424
	Iteration 33Q: 3 clusters Score -756402.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -756405.250000 Penalty: 2837.159424
	Iteration 34Q: 3 clusters Score -756405.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -756407.312500 Penalty: 2837.159424
	Iteration 35Q: 3 clusters Score -756407.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -756407.500000 Penalty: 2837.159424
	Iteration 36Q: 3 clusters Score -756407.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -756408.875000 Penalty: 2837.159424
	Iteration 37Q: 3 clusters Score -756408.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -756408.562500 Penalty: 2837.159424
	Iteration 38Q: 3 clusters Score -756408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -756408.750000 Penalty: 2837.159424
	Iteration 39Q: 3 clusters Score -756408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -756409.437500 Penalty: 2837.159424
	Iteration 40F: 3 clusters Score -756409.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -756408.937500 Penalty: 2837.159424
	Iteration 41Q: 3 clusters Score -756408.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -756408.937500 Penalty: 2837.159424
	Iteration 42F: 3 clusters Score -756408.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -301786.875000 Penalty: 1283.732910
	Iteration 0F: 2 clusters Score -301786.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -299338.031250 Penalty: 2567.465820
	Iteration 0F: 3 clusters Score -299338 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -300104.500000 Penalty: 2567.465820
	Iteration 1F: 3 clusters Score -300104.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -300321.968750 Penalty: 2567.465820
	Iteration 2F: 3 clusters Score -300322 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -300469.718750 Penalty: 2567.465820
	Iteration 3F: 3 clusters Score -300469.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -300584.281250 Penalty: 2567.465820
	Iteration 4Q: 3 clusters Score -300584.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -300667.656250 Penalty: 2567.465820
	Iteration 5Q: 3 clusters Score -300667.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -300730.687500 Penalty: 2567.465820
	Iteration 6Q: 3 clusters Score -300730.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -300769.843750 Penalty: 2567.465820
	Iteration 7Q: 3 clusters Score -300769.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -300795.312500 Penalty: 2567.465820
	Iteration 8Q: 3 clusters Score -300795.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -300815.843750 Penalty: 2567.465820
	Iteration 9Q: 3 clusters Score -300815.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -300836.062500 Penalty: 2567.465820
	Iteration 10Q: 3 clusters Score -300836.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -300854.593750 Penalty: 2567.465820
	Iteration 11Q: 3 clusters Score -300854.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -300869.875000 Penalty: 2567.465820
	Iteration 12Q: 3 clusters Score -300869.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -300882.218750 Penalty: 2567.465820
	Iteration 13Q: 3 clusters Score -300882.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -300889.281250 Penalty: 2567.465820
	Iteration 14Q: 3 clusters Score -300889.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -300894.312500 Penalty: 2567.465820
	Iteration 15Q: 3 clusters Score -300894.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -300897.968750 Penalty: 2567.465820
	Iteration 16Q: 3 clusters Score -300898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -300901.187500 Penalty: 2567.465820
	Iteration 17Q: 3 clusters Score -300901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -300902.500000 Penalty: 2567.465820
	Iteration 18Q: 3 clusters Score -300902.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -300903.187500 Penalty: 2567.465820
	Iteration 19Q: 3 clusters Score -300903.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -300905.093750 Penalty: 2567.465820
	Iteration 20F: 3 clusters Score -300905.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -300911.500000 Penalty: 2567.465820
	Iteration 21Q: 3 clusters Score -300911.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -300917.375000 Penalty: 2567.465820
	Iteration 22Q: 3 clusters Score -300917.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -300922.468750 Penalty: 2567.465820
	Iteration 23Q: 3 clusters Score -300922.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -300923.500000 Penalty: 2567.465820
	Iteration 24Q: 3 clusters Score -300923.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -300926.125000 Penalty: 2567.465820
	Iteration 25Q: 3 clusters Score -300926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -300926.937500 Penalty: 2567.465820
	Iteration 26Q: 3 clusters Score -300926.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -300928.406250 Penalty: 2567.465820
	Iteration 27Q: 3 clusters Score -300928.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -300931.437500 Penalty: 2567.465820
	Iteration 28Q: 3 clusters Score -300931.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -300935.250000 Penalty: 2567.465820
	Iteration 29Q: 3 clusters Score -300935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -300938.000000 Penalty: 2567.465820
	Iteration 30Q: 3 clusters Score -300938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -300943.593750 Penalty: 2567.465820
	Iteration 31Q: 3 clusters Score -300943.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -300949.437500 Penalty: 2567.465820
	Iteration 32Q: 3 clusters Score -300949.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -300952.343750 Penalty: 2567.465820
	Iteration 33Q: 3 clusters Score -300952.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -300956.937500 Penalty: 2567.465820
	Iteration 34Q: 3 clusters Score -300956.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -300957.875000 Penalty: 2567.465820
	Iteration 35Q: 3 clusters Score -300957.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -300958.906250 Penalty: 2567.465820
	Iteration 36Q: 3 clusters Score -300958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -300960.781250 Penalty: 2567.465820
	Iteration 37Q: 3 clusters Score -300960.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -300961.781250 Penalty: 2567.465820
	Iteration 38Q: 3 clusters Score -300961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -300962.875000 Penalty: 2567.465820
	Iteration 39Q: 3 clusters Score -300962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -300963.437500 Penalty: 2567.465820
	Iteration 40F: 3 clusters Score -300963.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Entering Unmasked Estep 
Score: -203908.750000 Penalty: 1204.377930
	Iteration 0F: 2 clusters Score -203908.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -202014.890625 Penalty: 2408.755859
	Iteration 0F: 3 clusters Score -202014.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -202407.140625 Penalty: 2408.755859
	Iteration 1F: 3 clusters Score -202407.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -202560.437500 Penalty: 2408.755859
	Iteration 2F: 3 clusters Score -202560.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -202647.109375 Penalty: 2408.755859
	Iteration 3F: 3 clusters Score -202647.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -202701.531250 Penalty: 2408.755859
	Iteration 4Q: 3 clusters Score -202701.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -202738.765625 Penalty: 2408.755859
	Iteration 5Q: 3 clusters Score -202738.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -202770.812500 Penalty: 2408.755859
	Iteration 6Q: 3 clusters Score -202770.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -202799.812500 Penalty: 2408.755859
	Iteration 7Q: 3 clusters Score -202799.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -202834.437500 Penalty: 2408.755859
	Iteration 8Q: 3 clusters Score -202834.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -202869.171875 Penalty: 2408.755859
	Iteration 9Q: 3 clusters Score -202869.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -202895.359375 Penalty: 2408.755859
	Iteration 10Q: 3 clusters Score -202895.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -202923.312500 Penalty: 2408.755859
	Iteration 11Q: 3 clusters Score -202923.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -202959.328125 Penalty: 2408.755859
	Iteration 12Q: 3 clusters Score -202959.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -203002.828125 Penalty: 2408.755859
	Iteration 13Q: 3 clusters Score -203002.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -203067.281250 Penalty: 2408.755859
	Iteration 14Q: 3 clusters Score -203067.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -203120.093750 Penalty: 2408.755859
	Iteration 15Q: 3 clusters Score -203120.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -203177.796875 Penalty: 2408.755859
	Iteration 16Q: 3 clusters Score -203177.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -203232.031250 Penalty: 2408.755859
	Iteration 17Q: 3 clusters Score -203232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -203285.390625 Penalty: 2408.755859
	Iteration 18Q: 3 clusters Score -203285.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -203316.578125 Penalty: 2408.755859
	Iteration 19Q: 3 clusters Score -203316.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -203332.531250 Penalty: 2408.755859
	Iteration 20F: 3 clusters Score -203332.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -203350.437500 Penalty: 2408.755859
	Iteration 21Q: 3 clusters Score -203350.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -203366.390625 Penalty: 2408.755859
	Iteration 22Q: 3 clusters Score -203366.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -203379.031250 Penalty: 2408.755859
	Iteration 23Q: 3 clusters Score -203379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -203384.796875 Penalty: 2408.755859
	Iteration 24Q: 3 clusters Score -203384.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -203390.250000 Penalty: 2408.755859
	Iteration 25Q: 3 clusters Score -203390.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -203391.953125 Penalty: 2408.755859
	Iteration 26Q: 3 clusters Score -203392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -203395.750000 Penalty: 2408.755859
	Iteration 27Q: 3 clusters Score -203395.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -203399.468750 Penalty: 2408.755859
	Iteration 28Q: 3 clusters Score -203399.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -203408.546875 Penalty: 2408.755859
	Iteration 29Q: 3 clusters Score -203408.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -203413.281250 Penalty: 2408.755859
	Iteration 30Q: 3 clusters Score -203413.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -203420.500000 Penalty: 2408.755859
	Iteration 31Q: 3 clusters Score -203420.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -203423.140625 Penalty: 2408.755859
	Iteration 32Q: 3 clusters Score -203423.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -203428.359375 Penalty: 2408.755859
	Iteration 33Q: 3 clusters Score -203428.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -203429.234375 Penalty: 2408.755859
	Iteration 34Q: 3 clusters Score -203429.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -203429.234375 Penalty: 2408.755859
	Iteration 35F: 3 clusters Score -203429.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -55573.148438 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -55573.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54640.714844 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -54640.71 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -54804.902344 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -54804.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -54908.515625 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -54908.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -54996.812500 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -54996.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -55213.589844 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -55213.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55391.515625 Penalty: 1931.409912
	Iteration 5F: 3 clusters Score -55391.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -55525.304688 Penalty: 1931.409912
	Iteration 6F: 3 clusters Score -55525.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55749.039062 Penalty: 1931.409912
	Iteration 7F: 3 clusters Score -55749.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -55984.703125 Penalty: 1931.409912
	Iteration 8F: 3 clusters Score -55984.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -56206.113281 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -56206.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -56340.644531 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -56340.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -56446.113281 Penalty: 1931.409912
	Iteration 11Q: 3 clusters Score -56446.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -56496.054688 Penalty: 1931.409912
	Iteration 12Q: 3 clusters Score -56496.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56516.796875 Penalty: 1931.409912
	Iteration 13Q: 3 clusters Score -56516.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56516.796875 Penalty: 1931.409912
	Iteration 14F: 3 clusters Score -56516.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1279 members 
Mstep: Class 3 contains 9956 members 
Mstep: Class 4 contains 4406 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 2157 members 
Mstep: Class 7 contains 46438 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 3881 members 
Mstep: Class 10 contains 3018 members 
Mstep: Class 11 contains 3015 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 13 contains 1074 members 
Mstep: Class 14 contains 13364 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 10269 members 
Mstep: Class 17 contains 60394 members 
Mstep: Class 18 contains 1675 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 34285 members 
Mstep: Class 21 contains 31403 members 
Mstep: Class 22 contains 8129 members 
Mstep: Class 23 contains 1710 members 
Mstep: Class 24 contains 6167 members 
Mstep: Class 25 contains 1377 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 11211 members 
Mstep: Class 28 contains 1913 members 
Mstep: Class 29 contains 6184 members 
Mstep: Class 30 contains 2697 members 
Mstep: Class 31 contains 1655 members 
Mstep: Class 32 contains 110 members 
Mstep: Class 33 contains 14486 members 
Mstep: Class 34 contains 3639 members 
Mstep: Class 35 contains 11658 members 
Mstep: Class 36 contains 2066 members 
Mstep: Class 37 contains 1420 members 
Mstep: Class 38 contains 1450 members 
Mstep: Class 39 contains 69615 members 
Mstep: Class 40 contains 271 members 
Entering Unmasked Estep 
Score: -48246460.000000 Penalty: 83877.523438
Splitting cluster 32 changes total score from -48246648.000000 to -48246460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (14486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Entering Unmasked Estep 
Score: -1785308.375000 Penalty: 1556.902466
	Iteration 0F: 2 clusters Score -1785308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1775350.000000 Penalty: 3113.804932
	Iteration 0F: 3 clusters Score -1775350 nChanged 6402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1778739.625000 Penalty: 3113.804932
	Iteration 1F: 3 clusters Score -1778740 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1778995.250000 Penalty: 3113.804932
	Iteration 2F: 3 clusters Score -1778995 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1779208.125000 Penalty: 3113.804932
	Iteration 3Q: 3 clusters Score -1779208 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1779414.625000 Penalty: 3113.804932
	Iteration 4Q: 3 clusters Score -1779415 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1779603.000000 Penalty: 3113.804932
	Iteration 5Q: 3 clusters Score -1779603 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1779797.250000 Penalty: 3113.804932
	Iteration 6Q: 3 clusters Score -1779797 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1780036.500000 Penalty: 3113.804932
	Iteration 7Q: 3 clusters Score -1780036 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1780308.875000 Penalty: 3113.804932
	Iteration 8Q: 3 clusters Score -1780309 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1780649.000000 Penalty: 3113.804932
	Iteration 9Q: 3 clusters Score -1780649 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1781098.375000 Penalty: 3113.804932
	Iteration 10F: 3 clusters Score -1781098 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1781669.000000 Penalty: 3113.804932
	Iteration 11F: 3 clusters Score -1781669 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1782278.250000 Penalty: 3113.804932
	Iteration 12F: 3 clusters Score -1782278 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1782815.375000 Penalty: 3113.804932
	Iteration 13Q: 3 clusters Score -1782815 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -1783260.625000 Penalty: 3113.804932
	Iteration 14Q: 3 clusters Score -1783261 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1783548.375000 Penalty: 3113.804932
	Iteration 15Q: 3 clusters Score -1783548 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1783713.750000 Penalty: 3113.804932
	Iteration 16Q: 3 clusters Score -1783714 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1783818.500000 Penalty: 3113.804932
	Iteration 17Q: 3 clusters Score -1783818 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -1783868.750000 Penalty: 3113.804932
	Iteration 18Q: 3 clusters Score -1783869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1783912.125000 Penalty: 3113.804932
	Iteration 19Q: 3 clusters Score -1783912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1783933.250000 Penalty: 3113.804932
	Iteration 20F: 3 clusters Score -1783933 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1783956.125000 Penalty: 3113.804932
	Iteration 21Q: 3 clusters Score -1783956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1783972.625000 Penalty: 3113.804932
	Iteration 22Q: 3 clusters Score -1783973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1783983.750000 Penalty: 3113.804932
	Iteration 23Q: 3 clusters Score -1783984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1783986.375000 Penalty: 3113.804932
	Iteration 24Q: 3 clusters Score -1783986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1783987.500000 Penalty: 3113.804932
	Iteration 25Q: 3 clusters Score -1783988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1783985.750000 Penalty: 3113.804932
	Iteration 26Q: 3 clusters Score -1783986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1783985.750000 Penalty: 3113.804932
	Iteration 27F: 3 clusters Score -1783986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (3639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Entering Unmasked Estep 
Score: -468144.843750 Penalty: 1332.412842
	Iteration 0F: 2 clusters Score -468144.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -465044.312500 Penalty: 2664.825684
	Iteration 0F: 3 clusters Score -465044.3 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -465822.531250 Penalty: 2664.825684
	Iteration 1F: 3 clusters Score -465822.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -465988.312500 Penalty: 2664.825684
	Iteration 2F: 3 clusters Score -465988.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -466064.312500 Penalty: 2664.825684
	Iteration 3Q: 3 clusters Score -466064.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -466119.562500 Penalty: 2664.825684
	Iteration 4Q: 3 clusters Score -466119.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -466164.656250 Penalty: 2664.825684
	Iteration 5Q: 3 clusters Score -466164.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -466204.531250 Penalty: 2664.825684
	Iteration 6Q: 3 clusters Score -466204.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -466235.156250 Penalty: 2664.825684
	Iteration 7Q: 3 clusters Score -466235.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -466263.593750 Penalty: 2664.825684
	Iteration 8Q: 3 clusters Score -466263.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -466286.218750 Penalty: 2664.825684
	Iteration 9Q: 3 clusters Score -466286.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -466310.156250 Penalty: 2664.825684
	Iteration 10Q: 3 clusters Score -466310.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -466334.812500 Penalty: 2664.825684
	Iteration 11Q: 3 clusters Score -466334.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -466358.187500 Penalty: 2664.825684
	Iteration 12Q: 3 clusters Score -466358.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -466388.031250 Penalty: 2664.825684
	Iteration 13Q: 3 clusters Score -466388 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -466421.968750 Penalty: 2664.825684
	Iteration 14Q: 3 clusters Score -466422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -466452.250000 Penalty: 2664.825684
	Iteration 15Q: 3 clusters Score -466452.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -466487.843750 Penalty: 2664.825684
	Iteration 16Q: 3 clusters Score -466487.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -466534.281250 Penalty: 2664.825684
	Iteration 17Q: 3 clusters Score -466534.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -466580.562500 Penalty: 2664.825684
	Iteration 18Q: 3 clusters Score -466580.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -466623.281250 Penalty: 2664.825684
	Iteration 19Q: 3 clusters Score -466623.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -466659.156250 Penalty: 2664.825684
	Iteration 20F: 3 clusters Score -466659.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -466696.593750 Penalty: 2664.825684
	Iteration 21Q: 3 clusters Score -466696.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -466738.593750 Penalty: 2664.825684
	Iteration 22Q: 3 clusters Score -466738.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -466771.125000 Penalty: 2664.825684
	Iteration 23Q: 3 clusters Score -466771.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -466801.187500 Penalty: 2664.825684
	Iteration 24Q: 3 clusters Score -466801.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -466818.375000 Penalty: 2664.825684
	Iteration 25Q: 3 clusters Score -466818.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -466837.843750 Penalty: 2664.825684
	Iteration 26Q: 3 clusters Score -466837.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -466863.437500 Penalty: 2664.825684
	Iteration 27Q: 3 clusters Score -466863.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -466890.968750 Penalty: 2664.825684
	Iteration 28Q: 3 clusters Score -466891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -466903.843750 Penalty: 2664.825684
	Iteration 29Q: 3 clusters Score -466903.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -466916.562500 Penalty: 2664.825684
	Iteration 30Q: 3 clusters Score -466916.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -466933.656250 Penalty: 2664.825684
	Iteration 31Q: 3 clusters Score -466933.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -466944.312500 Penalty: 2664.825684
	Iteration 32Q: 3 clusters Score -466944.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -466954.625000 Penalty: 2664.825684
	Iteration 33Q: 3 clusters Score -466954.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -466966.375000 Penalty: 2664.825684
	Iteration 34Q: 3 clusters Score -466966.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -466972.750000 Penalty: 2664.825684
	Iteration 35Q: 3 clusters Score -466972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -466983.218750 Penalty: 2664.825684
	Iteration 36Q: 3 clusters Score -466983.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -466987.812500 Penalty: 2664.825684
	Iteration 37Q: 3 clusters Score -466987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -466990.093750 Penalty: 2664.825684
	Iteration 38Q: 3 clusters Score -466990.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -466991.312500 Penalty: 2664.825684
	Iteration 39Q: 3 clusters Score -466991.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -466991.906250 Penalty: 2664.825684
	Iteration 40F: 3 clusters Score -466991.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (11658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Entering Unmasked Estep 
Score: -1457811.500000 Penalty: 1521.609009
	Iteration 0F: 2 clusters Score -1457812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1449626.250000 Penalty: 3043.218018
	Iteration 0F: 3 clusters Score -1449626 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1452370.000000 Penalty: 3043.218018
	Iteration 1F: 3 clusters Score -1452370 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1452746.625000 Penalty: 3043.218018
	Iteration 2F: 3 clusters Score -1452747 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1453183.625000 Penalty: 3043.218018
	Iteration 3F: 3 clusters Score -1453184 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1453759.875000 Penalty: 3043.218018
	Iteration 4F: 3 clusters Score -1453760 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1454339.625000 Penalty: 3043.218018
	Iteration 5F: 3 clusters Score -1454340 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1454897.375000 Penalty: 3043.218018
	Iteration 6F: 3 clusters Score -1454897 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1455376.250000 Penalty: 3043.218018
	Iteration 7F: 3 clusters Score -1455376 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1455735.500000 Penalty: 3043.218018
	Iteration 8Q: 3 clusters Score -1455736 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1455965.000000 Penalty: 3043.218018
	Iteration 9Q: 3 clusters Score -1455965 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1456165.375000 Penalty: 3043.218018
	Iteration 10Q: 3 clusters Score -1456165 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1456322.750000 Penalty: 3043.218018
	Iteration 11Q: 3 clusters Score -1456323 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1456434.375000 Penalty: 3043.218018
	Iteration 12Q: 3 clusters Score -1456434 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1456492.875000 Penalty: 3043.218018
	Iteration 13Q: 3 clusters Score -1456493 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1456533.250000 Penalty: 3043.218018
	Iteration 14Q: 3 clusters Score -1456533 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1456573.500000 Penalty: 3043.218018
	Iteration 15Q: 3 clusters Score -1456574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1456592.125000 Penalty: 3043.218018
	Iteration 16Q: 3 clusters Score -1456592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1456607.750000 Penalty: 3043.218018
	Iteration 17Q: 3 clusters Score -1456608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1456621.625000 Penalty: 3043.218018
	Iteration 18Q: 3 clusters Score -1456622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1456631.000000 Penalty: 3043.218018
	Iteration 19Q: 3 clusters Score -1456631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1456642.250000 Penalty: 3043.218018
	Iteration 20F: 3 clusters Score -1456642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1456651.750000 Penalty: 3043.218018
	Iteration 21Q: 3 clusters Score -1456652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1456654.750000 Penalty: 3043.218018
	Iteration 22Q: 3 clusters Score -1456655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1456659.500000 Penalty: 3043.218018
	Iteration 23Q: 3 clusters Score -1456660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1456662.125000 Penalty: 3043.218018
	Iteration 24Q: 3 clusters Score -1456662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1456660.750000 Penalty: 3043.218018
	Iteration 25Q: 3 clusters Score -1456661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1456665.000000 Penalty: 3043.218018
	Iteration 26Q: 3 clusters Score -1456665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1456667.375000 Penalty: 3043.218018
	Iteration 27Q: 3 clusters Score -1456667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1456667.375000 Penalty: 3043.218018
	Iteration 28F: 3 clusters Score -1456667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Entering Unmasked Estep 
Score: -248943.125000 Penalty: 1240.422485
	Iteration 0F: 2 clusters Score -248943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -246796.953125 Penalty: 2480.844971
	Iteration 0F: 3 clusters Score -246797 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -247251.859375 Penalty: 2480.844971
	Iteration 1F: 3 clusters Score -247251.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -247366.281250 Penalty: 2480.844971
	Iteration 2F: 3 clusters Score -247366.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -247418.656250 Penalty: 2480.844971
	Iteration 3Q: 3 clusters Score -247418.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -247456.750000 Penalty: 2480.844971
	Iteration 4Q: 3 clusters Score -247456.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -247486.484375 Penalty: 2480.844971
	Iteration 5Q: 3 clusters Score -247486.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -247509.093750 Penalty: 2480.844971
	Iteration 6Q: 3 clusters Score -247509.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -247524.578125 Penalty: 2480.844971
	Iteration 7Q: 3 clusters Score -247524.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -247540.453125 Penalty: 2480.844971
	Iteration 8Q: 3 clusters Score -247540.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -247552.687500 Penalty: 2480.844971
	Iteration 9Q: 3 clusters Score -247552.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -247565.000000 Penalty: 2480.844971
	Iteration 10Q: 3 clusters Score -247565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -247571.609375 Penalty: 2480.844971
	Iteration 11Q: 3 clusters Score -247571.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -247578.375000 Penalty: 2480.844971
	Iteration 12Q: 3 clusters Score -247578.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -247583.687500 Penalty: 2480.844971
	Iteration 13Q: 3 clusters Score -247583.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -247589.828125 Penalty: 2480.844971
	Iteration 14Q: 3 clusters Score -247589.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -247597.500000 Penalty: 2480.844971
	Iteration 15Q: 3 clusters Score -247597.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -247601.859375 Penalty: 2480.844971
	Iteration 16Q: 3 clusters Score -247601.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -247604.015625 Penalty: 2480.844971
	Iteration 17Q: 3 clusters Score -247604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -247606.281250 Penalty: 2480.844971
	Iteration 18Q: 3 clusters Score -247606.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -247608.859375 Penalty: 2480.844971
	Iteration 19Q: 3 clusters Score -247608.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -247613.312500 Penalty: 2480.844971
	Iteration 20F: 3 clusters Score -247613.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -247615.140625 Penalty: 2480.844971
	Iteration 21Q: 3 clusters Score -247615.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -247616.468750 Penalty: 2480.844971
	Iteration 22Q: 3 clusters Score -247616.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -247617.468750 Penalty: 2480.844971
	Iteration 23Q: 3 clusters Score -247617.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -247618.140625 Penalty: 2480.844971
	Iteration 24Q: 3 clusters Score -247618.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -247618.781250 Penalty: 2480.844971
	Iteration 25Q: 3 clusters Score -247618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -247619.546875 Penalty: 2480.844971
	Iteration 26Q: 3 clusters Score -247619.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -247622.781250 Penalty: 2480.844971
	Iteration 27Q: 3 clusters Score -247622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -247625.531250 Penalty: 2480.844971
	Iteration 28Q: 3 clusters Score -247625.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -247627.671875 Penalty: 2480.844971
	Iteration 29Q: 3 clusters Score -247627.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -247630.171875 Penalty: 2480.844971
	Iteration 30Q: 3 clusters Score -247630.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -247635.250000 Penalty: 2480.844971
	Iteration 31Q: 3 clusters Score -247635.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -247643.140625 Penalty: 2480.844971
	Iteration 32Q: 3 clusters Score -247643.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -247648.953125 Penalty: 2480.844971
	Iteration 33Q: 3 clusters Score -247649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -247654.000000 Penalty: 2480.844971
	Iteration 34Q: 3 clusters Score -247654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -247657.671875 Penalty: 2480.844971
	Iteration 35Q: 3 clusters Score -247657.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -247663.796875 Penalty: 2480.844971
	Iteration 36Q: 3 clusters Score -247663.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -247667.328125 Penalty: 2480.844971
	Iteration 37Q: 3 clusters Score -247667.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -247671.000000 Penalty: 2480.844971
	Iteration 38Q: 3 clusters Score -247671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -247674.156250 Penalty: 2480.844971
	Iteration 39Q: 3 clusters Score -247674.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -247679.546875 Penalty: 2480.844971
	Iteration 40F: 3 clusters Score -247679.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -247682.390625 Penalty: 2480.844971
	Iteration 41Q: 3 clusters Score -247682.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -247685.625000 Penalty: 2480.844971
	Iteration 42Q: 3 clusters Score -247685.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -247686.640625 Penalty: 2480.844971
	Iteration 43Q: 3 clusters Score -247686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -247687.812500 Penalty: 2480.844971
	Iteration 44Q: 3 clusters Score -247687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -247689.062500 Penalty: 2480.844971
	Iteration 45Q: 3 clusters Score -247689.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -247690.296875 Penalty: 2480.844971
	Iteration 46Q: 3 clusters Score -247690.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -247691.093750 Penalty: 2480.844971
	Iteration 47Q: 3 clusters Score -247691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -247692.671875 Penalty: 2480.844971
	Iteration 48Q: 3 clusters Score -247692.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -247696.046875 Penalty: 2480.844971
	Iteration 49Q: 3 clusters Score -247696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -247699.421875 Penalty: 2480.844971
	Iteration 50Q: 3 clusters Score -247699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -247704.062500 Penalty: 2480.844971
	Iteration 51Q: 3 clusters Score -247704.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -247713.593750 Penalty: 2480.844971
	Iteration 52Q: 3 clusters Score -247713.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -247716.843750 Penalty: 2480.844971
	Iteration 53Q: 3 clusters Score -247716.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -247719.281250 Penalty: 2480.844971
	Iteration 54Q: 3 clusters Score -247719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -247720.546875 Penalty: 2480.844971
	Iteration 55Q: 3 clusters Score -247720.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -247727.671875 Penalty: 2480.844971
	Iteration 56Q: 3 clusters Score -247727.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -247735.796875 Penalty: 2480.844971
	Iteration 57Q: 3 clusters Score -247735.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -247741.421875 Penalty: 2480.844971
	Iteration 58Q: 3 clusters Score -247741.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -247743.078125 Penalty: 2480.844971
	Iteration 59Q: 3 clusters Score -247743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -247744.328125 Penalty: 2480.844971
	Iteration 60F: 3 clusters Score -247744.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -247745.640625 Penalty: 2480.844971
	Iteration 61Q: 3 clusters Score -247745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -247745.640625 Penalty: 2480.844971
	Iteration 62F: 3 clusters Score -247745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Entering Unmasked Estep 
Score: -178409.296875 Penalty: 1179.492065
	Iteration 0F: 2 clusters Score -178409.3 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 720 members 
Entering Unmasked Estep 
Score: -176701.078125 Penalty: 2358.984131
	Iteration 0F: 3 clusters Score -176701.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -177044.843750 Penalty: 2358.984131
	Iteration 1F: 3 clusters Score -177044.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -177127.296875 Penalty: 2358.984131
	Iteration 2F: 3 clusters Score -177127.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -177155.593750 Penalty: 2358.984131
	Iteration 3Q: 3 clusters Score -177155.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -177167.875000 Penalty: 2358.984131
	Iteration 4Q: 3 clusters Score -177167.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -177176.328125 Penalty: 2358.984131
	Iteration 5Q: 3 clusters Score -177176.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -177182.296875 Penalty: 2358.984131
	Iteration 6Q: 3 clusters Score -177182.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -177188.468750 Penalty: 2358.984131
	Iteration 7Q: 3 clusters Score -177188.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -177195.843750 Penalty: 2358.984131
	Iteration 8Q: 3 clusters Score -177195.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -177202.078125 Penalty: 2358.984131
	Iteration 9Q: 3 clusters Score -177202.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -177208.953125 Penalty: 2358.984131
	Iteration 10Q: 3 clusters Score -177209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -177212.421875 Penalty: 2358.984131
	Iteration 11Q: 3 clusters Score -177212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -177213.796875 Penalty: 2358.984131
	Iteration 12Q: 3 clusters Score -177213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -177215.593750 Penalty: 2358.984131
	Iteration 13Q: 3 clusters Score -177215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -177218.875000 Penalty: 2358.984131
	Iteration 14Q: 3 clusters Score -177218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -177220.687500 Penalty: 2358.984131
	Iteration 15Q: 3 clusters Score -177220.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -177224.609375 Penalty: 2358.984131
	Iteration 16Q: 3 clusters Score -177224.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -177227.500000 Penalty: 2358.984131
	Iteration 17Q: 3 clusters Score -177227.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -177230.515625 Penalty: 2358.984131
	Iteration 18Q: 3 clusters Score -177230.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -177231.125000 Penalty: 2358.984131
	Iteration 19Q: 3 clusters Score -177231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -177231.125000 Penalty: 2358.984131
	Iteration 20F: 3 clusters Score -177231.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -174783.062500 Penalty: 1182.889282
	Iteration 0F: 2 clusters Score -174783.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -173023.265625 Penalty: 2365.778564
	Iteration 0F: 3 clusters Score -173023.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -173361.625000 Penalty: 2365.778564
	Iteration 1F: 3 clusters Score -173361.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -173476.343750 Penalty: 2365.778564
	Iteration 2F: 3 clusters Score -173476.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -173532.578125 Penalty: 2365.778564
	Iteration 3F: 3 clusters Score -173532.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -173577.250000 Penalty: 2365.778564
	Iteration 4Q: 3 clusters Score -173577.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -173618.265625 Penalty: 2365.778564
	Iteration 5Q: 3 clusters Score -173618.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -173652.140625 Penalty: 2365.778564
	Iteration 6Q: 3 clusters Score -173652.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -173684.703125 Penalty: 2365.778564
	Iteration 7Q: 3 clusters Score -173684.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -173705.453125 Penalty: 2365.778564
	Iteration 8Q: 3 clusters Score -173705.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -173721.671875 Penalty: 2365.778564
	Iteration 9Q: 3 clusters Score -173721.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -173733.359375 Penalty: 2365.778564
	Iteration 10Q: 3 clusters Score -173733.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -173745.234375 Penalty: 2365.778564
	Iteration 11Q: 3 clusters Score -173745.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -173760.953125 Penalty: 2365.778564
	Iteration 12Q: 3 clusters Score -173761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -173773.781250 Penalty: 2365.778564
	Iteration 13Q: 3 clusters Score -173773.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -173793.109375 Penalty: 2365.778564
	Iteration 14Q: 3 clusters Score -173793.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -173816.140625 Penalty: 2365.778564
	Iteration 15Q: 3 clusters Score -173816.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -173832.234375 Penalty: 2365.778564
	Iteration 16Q: 3 clusters Score -173832.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -173841.281250 Penalty: 2365.778564
	Iteration 17Q: 3 clusters Score -173841.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -173844.046875 Penalty: 2365.778564
	Iteration 18Q: 3 clusters Score -173844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -173848.046875 Penalty: 2365.778564
	Iteration 19Q: 3 clusters Score -173848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -173852.421875 Penalty: 2365.778564
	Iteration 20F: 3 clusters Score -173852.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -173855.078125 Penalty: 2365.778564
	Iteration 21Q: 3 clusters Score -173855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -173856.781250 Penalty: 2365.778564
	Iteration 22Q: 3 clusters Score -173856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -173857.828125 Penalty: 2365.778564
	Iteration 23Q: 3 clusters Score -173857.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -173859.109375 Penalty: 2365.778564
	Iteration 24Q: 3 clusters Score -173859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -173859.890625 Penalty: 2365.778564
	Iteration 25Q: 3 clusters Score -173859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -173863.328125 Penalty: 2365.778564
	Iteration 26Q: 3 clusters Score -173863.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -173867.640625 Penalty: 2365.778564
	Iteration 27Q: 3 clusters Score -173867.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -173871.359375 Penalty: 2365.778564
	Iteration 28Q: 3 clusters Score -173871.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -173874.640625 Penalty: 2365.778564
	Iteration 29Q: 3 clusters Score -173874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -173878.734375 Penalty: 2365.778564
	Iteration 30Q: 3 clusters Score -173878.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -173882.906250 Penalty: 2365.778564
	Iteration 31Q: 3 clusters Score -173882.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -173891.375000 Penalty: 2365.778564
	Iteration 32Q: 3 clusters Score -173891.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -173902.140625 Penalty: 2365.778564
	Iteration 33Q: 3 clusters Score -173902.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -173917.015625 Penalty: 2365.778564
	Iteration 34Q: 3 clusters Score -173917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -173928.718750 Penalty: 2365.778564
	Iteration 35Q: 3 clusters Score -173928.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -173941.093750 Penalty: 2365.778564
	Iteration 36Q: 3 clusters Score -173941.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -173954.703125 Penalty: 2365.778564
	Iteration 37Q: 3 clusters Score -173954.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -173966.171875 Penalty: 2365.778564
	Iteration 38Q: 3 clusters Score -173966.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -173976.140625 Penalty: 2365.778564
	Iteration 39Q: 3 clusters Score -173976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -173981.828125 Penalty: 2365.778564
	Iteration 40F: 3 clusters Score -173981.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -173990.687500 Penalty: 2365.778564
	Iteration 41Q: 3 clusters Score -173990.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -173995.984375 Penalty: 2365.778564
	Iteration 42Q: 3 clusters Score -173996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -174000.640625 Penalty: 2365.778564
	Iteration 43Q: 3 clusters Score -174000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -174005.718750 Penalty: 2365.778564
	Iteration 44Q: 3 clusters Score -174005.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -174008.625000 Penalty: 2365.778564
	Iteration 45Q: 3 clusters Score -174008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -174010.546875 Penalty: 2365.778564
	Iteration 46Q: 3 clusters Score -174010.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -174011.578125 Penalty: 2365.778564
	Iteration 47Q: 3 clusters Score -174011.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -174012.140625 Penalty: 2365.778564
	Iteration 48Q: 3 clusters Score -174012.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -174014.609375 Penalty: 2365.778564
	Iteration 49Q: 3 clusters Score -174014.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -174014.609375 Penalty: 2365.778564
	Iteration 50F: 3 clusters Score -174014.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (69615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69615 members 
Entering Unmasked Estep 
Score: -8616924.000000 Penalty: 1811.994385
	Iteration 0F: 2 clusters Score -8616924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 34883 members 
Entering Unmasked Estep 
Score: -8570466.000000 Penalty: 3623.988770
	Iteration 0F: 3 clusters Score -8570466 nChanged 32922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -8589274.000000 Penalty: 3623.988770
	Iteration 1F: 3 clusters Score -8589274 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 37558 members 
Entering Unmasked Estep 
Score: -8589793.000000 Penalty: 3623.988770
	Iteration 2Q: 3 clusters Score -8589793 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30604 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -8590453.000000 Penalty: 3623.988770
	Iteration 3Q: 3 clusters Score -8590453 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -8591345.000000 Penalty: 3623.988770
	Iteration 4Q: 3 clusters Score -8591345 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -8592862.000000 Penalty: 3623.988770
	Iteration 5Q: 3 clusters Score -8592862 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -8595405.000000 Penalty: 3623.988770
	Iteration 6F: 3 clusters Score -8595405 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 53357 members 
Entering Unmasked Estep 
Score: -8599352.000000 Penalty: 3623.988770
	Iteration 7F: 3 clusters Score -8599352 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 59082 members 
Entering Unmasked Estep 
Score: -8604506.000000 Penalty: 3623.988770
	Iteration 8F: 3 clusters Score -8604506 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -8609853.000000 Penalty: 3623.988770
	Iteration 9F: 3 clusters Score -8609853 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 67600 members 
Entering Unmasked Estep 
Score: -8613346.000000 Penalty: 3623.988770
	Iteration 10Q: 3 clusters Score -8613346 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -8614673.000000 Penalty: 3623.988770
	Iteration 11Q: 3 clusters Score -8614673 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 69360 members 
Entering Unmasked Estep 
Score: -8615078.000000 Penalty: 3623.988770
	Iteration 12Q: 3 clusters Score -8615078 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -8615227.000000 Penalty: 3623.988770
	Iteration 13Q: 3 clusters Score -8615227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -8615280.000000 Penalty: 3623.988770
	Iteration 14Q: 3 clusters Score -8615280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 69480 members 
Entering Unmasked Estep 
Score: -8615312.000000 Penalty: 3623.988770
	Iteration 15Q: 3 clusters Score -8615312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 69482 members 
Entering Unmasked Estep 
Score: -8615326.000000 Penalty: 3623.988770
	Iteration 16Q: 3 clusters Score -8615326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 69483 members 
Entering Unmasked Estep 
Score: -8615337.000000 Penalty: 3623.988770
	Iteration 17Q: 3 clusters Score -8615337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -8615348.000000 Penalty: 3623.988770
	Iteration 18Q: 3 clusters Score -8615348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -8615349.000000 Penalty: 3623.988770
	Iteration 19Q: 3 clusters Score -8615349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -8615349.000000 Penalty: 3623.988770
	Iteration 20F: 3 clusters Score -8615349 nChanged 0
--- Evaluating fit on full set of 1206035 points ---
Entering Unmasked Estep 
Score: -144767872.000000 Penalty: 88743.054688
25->40 Clusters: Score -144767872.000000, best is -144942864.000000

Main iterations: 0 (time per=infms)
Total iterations: 46378 (time per=106.308381ms)
Iterations metric 2: 655293743104.000000 (time per=7.523908ns)
Iterations metric 3: 15726385561600.000000 (time per=313.509426ps)

That took 4930.370117 seconds.
